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2026[ to top ]

Retrieval-Augmented Generation -- The Future of Search? (Dagstuhl Seminar 25391).Hagen, Matthias; Mothe, Josiane; Muresan, Smaranda; Potthast, Martin; Zhang, Min; Stein, Benno; Heineking, Sebastian. In Dagstuhl Reports, 15(9), M. Hagen; J. Mothe; S. Muresan; M. Potthast; M. Zhang; B. Stein; S. Heineking (eds.), pp. 71–159. Schloss Dagstuhl-Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 2026.
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Resilienz als Ergänzung von IT-Sicherheit. Zum semantischen und normativen Mehrwert des Resilienzkonzepts im IT-Recht.Hornung, G.; Pfeiffer, L.; Zurawski, P. In Zeitschrift für Digitalisierung und Recht, pp. 75–102. 2026.
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Effects of Explanations in Human-AI Interaction: A Systematic Review and Framework for Future Research on Explainable AI.Reinhard, Philipp; Li, Mahei Manhai; Peters, Christoph; Leimeister, Jan Marco. In Information Systems Frontiers (ISF), 28, pp. 1233–1266. 2026.
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Advancements in artificial intelligence (AI), particularly in generative AI and agentic AI, have intensified challenges related to transparency and explainability. While explainable AI (XAI) research has evolved to facilitate human interaction with such complex, black-box systems, research and practice lack clarity on the causal chain linking explanations, user perceptions, and real-world outcomes, a relationship that remains conceptually fragmented. To address this gap, we conducted a systematic literature review of 107 experimental user studies on XAI. We developed a conceptual framework guided by the stimulus-organism-response-consequences (S-O-R-C) model to systematize current human-XAI research and examine how users respond to explanations. Our study contributes to the literature by clarifying how explanations shape user interactions and downstream effects in real-world settings. We propose five research directions to help navigate the challenges of emerging AI systems (e.g., LLMs, AI agents) and evolving human-AI delegation.
Datenschutz- und Digitalpolitik in krisenhaften Zeiten – 10. Interdisziplinäre Jahreskonferenz der Plattform Privatheit, Konferenzbericht, Berlin 2025.Karaboga, M.; Nebel, M.; Schmied, L.; Schörnig, A.; Ferrarese, B. In Zeitschrift für Technikfolgenabschätzung in Theorie und Praxis (TATuP), pp. 72–73. 2026.
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Making the default more legitimate – the role of autonomy and transparency for digital privacy nudges.Janson, Andreas; Barev, Torben Jan. In Information Technology & People, 39(1), pp. 428–455. 2026.
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Purpose This paper examines the concept of digital privacy nudging, a promising approach from behavioral economics that uses subtle cues to influence people’s decisions online. We research the concepts of autonomy and transparency for privacy nudging in digital networking systems for the context of digital work. Design/methodology/approach The paper draws on the literature on digital privacy nudging to develop and test a theoretical model that takes into account legitimate nudge designs, which are those that ensure autonomy and transparency. We utilize a fully randomized between-subjects online experiment with 208 participants to test the effects of different nudge designs on decision outcomes and perceptions. We use a structural equation modeling approach for evaluating the theoretical model. Findings The paper presents two major findings. First, we conceptualize the concept of legitimate nudging and implement the concept empirically with nudges that promote autonomy and transparency in the context of defaults as digital privacy nudges. Second, our findings show that autonomy-promoting nudges significantly lower reactance that is significantly associated with a lower acceptance of digital nudging. Finally, we provide evidence that the acceptance of digital nudging is also crucial for trusting digital systems where nudges are oftentimes embedded in. Research limitations/implications The paper contributes to the literature on digital nudging by providing insights into more legitimate nudge designs through providing autonomy and transparency. Our research provides in this regard implications for nudge effectiveness and the overall debate concerning ethics in digital nudging. We also offer practical implications for organizations and information systems designers who want to use nudges in a responsible way. Originality/value This paper is one of the first to empirically investigate the role of legitimacy in digital nudging and to propose a framework for designing and evaluating legitimate nudges. It also provides insights into the perceptional downstream consequences of legitimate nudging.
Cognitive and motivational factors of argument evaluation.Berkle, Yvonne; Wambsganss, Thiemo; Janson, Andreas; Leimeister, Jan Marco; Leuchter, Miriam. In Trends in Neuroscience and Education (Trends Neurosci. Educ.), 44(100294). 2026.
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Argument evaluation, including recognizing argument structures and fallacies, is crucial for academic success, yet many university students struggle with these abilities. Drawing on the motivational model of integrative processing and expectancy-value theory, this study examined how distal motivational factors (topic involvement, need to evaluate, academic self-concept in argumentation) relate to proximal appraisals (expectancy of success, task value, emotional cost) and, in turn, to argument evaluation.
Verantwortung von Herstellern und Auftragsverarbeitern. Digitaler Omnibus und fehlende Regelungen.Schild, H.-H. In Datenschutz und Datensicherheit, pp. 278–282. 2026.
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Neuer Rechtsschutz gegen verbindliche Entscheidungen des EDSA?Schild, H.-H. In Privacy in Germany, pp. 57–61. 2026.
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EuGH: EDSA-Beschluss als anfechtbare Handlung, Anmerkung zu EuGH, Urteil v. 10.02.2026 – C-97/23 P.Schild, H.-H. In Datenschutz und Datensicherheit, pp. 173–181. 2026.
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Auskunftsanspruch über Zustandekommen des Scorewerts, Anmerkung zu VG Wiesbaden, Urteil v. 19.11.2025 – 6 K 788/20.WI.Schild, H.-H. In Zeitschrift für Datenschutzrecht, pp. 232–240. 2026.
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The impact of digital platform introduction on business models in SMEs—The interplay of efficiency and innovation orientation.Hönigsberg, Sarah; Li, Mahei Manhai; Korneeva, Ekaterina; Wache, Hendrik; Dinter, Barbara. In Journal of Strategic Information Systems (JSIS), 35(2). 2026.
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This study examines how digital platform introduction drives business model change in small- and medium-sized enterprises (SMEs). Drawing on a case study of four textile firms, we analyze three phases of platform introduction: pre-platform, engagement, and post-platform launch. The findings reveal a dynamic platform orientation, understood as a cumulative and capability-contingent pattern of SMEs’ engagement with the platform over time. All firms initially adopt an efficiency-focused orientation as a resource-conserving entry logic. However, only those that embed the platform deeply enough to enhance their digital, agile, and network capabilities develop episodic innovation-oriented engagement, which may become dominant and enable more transformative business model change. Others remain primarily efficiency-oriented, achieving only incremental gains. The study demonstrates that pre-existing organizational capabilities shape how the platform orientation unfolds and that improvements in these capabilities determine whether an innovation orientation becomes viable. This study theorizes dynamic platform orientation as the mechanism explaining why similar SMEs participating in the same joint digital platform introduction experience divergent business model outcomes. This mechanism advances research on SME digital transformation and clarifies how tightly coupled SMEs can leverage digital platforms for business model change.
When the Lights Go Out: Internet Resilience During the 2025 Iberian Power Outage.Hohlfeld, Oliver; Alhamwy, Yasin; Striffler, Tobias; Wagner, Daniel; Wichtlhuber, Matthias. In ACM SIGCOMM Computer Communication Review, 56(1), pp. 3–10. Association for Computing Machinery (ACM), 2026.
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Data Annotations as Pedagogical Hints:From Subjective Labels to Critical Thinking.Raumanns, Ralf; Elstner, Theresa; Ferger-Andrews, Louis; Carlsen, Louise M.; Potthast, Martin; Schouten, Josien P. W. Pluim Gerard; Cheplygina, Veronika. In CoRR, 2607.20149. 2026.
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Relationships between human energy and work‐related constructs: A meta‐analysis.Schmitt, Antje; Sandra Ohly, Sandra; Kleine, Anne‐Kathrin; Schnafel, Ann‐Kathrin. In Applied Psychology, 75(1), p. e70073. 2026.
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Detecting RAG Advertisements Across Advertising Styles.Heineking, Sebastian; Pertsch, Wilhelm; Zelch, Ines; Bevendorff, Janek; Stein, Benno; Hagen, Matthias; Potthast, Martin. In CoRR, abs/2603.04925. 2026.
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Graph reinforcement learning for power grids: A comprehensive survey.Hassouna, Mohamed; Holzhüter, Clara; Lytaev, Pawel; Thomas, Josephine; Sick, Bernhard; Scholz, Christoph. In Energy and AI, 23, p. 100671. Elsevier, 2026.
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The increasing share of renewable energy and distributed electricity generation requires the development of deep learning approaches to address the lack of flexibility inherent in traditional power grid methods. In this context, Graph Neural Networks are a promising solution due to their ability to learn from graph-structured data. Combined with Reinforcement Learning, they can be used as control approaches to determine remedial actions. This review analyzes how Graph Reinforcement Learning can improve representation learning and decision-making in power grid applications, particularly transmission and distribution grids. We analyze the reviewed approaches in terms of the graph structure, the Graph Neural Network architecture, and the Reinforcement Learning approach. Although Graph Reinforcement Learning has demonstrated adaptability to unpredictable events and noisy data, its current stage is primarily proof-of-concept, and it is not yet deployable to real-world applications. We highlight the open challenges and limitations for real-world applications..
Investigating Counterclaims in Causality Extraction from Text.Hagen, Tim; Deckers, Niklas; Wolter, Felix; Scells, Harrisen; Potthast, Martin. In CoRR, abs/2510.08224. 2026.
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Empathy in leadership communication: Experimental evidence from two vignette studies on AI’s role in message improvement and observers’ perceptions.Sedefoglu-Ulucak, D.; Ohly, S.; Schmelz, J. In Computers in Human Behavior, 185, p. 109096. 2026.
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How enterprise conversational agents impact brand identity.Sonnabend, David; Reinhard, Philipp; Dittmar, Angelia; Li, Mahei Manhai; Leimeister, Jan Marco. In Electronic Markets (EM), 36(56). 2026.
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As artificial intelligence transforms customer interactions, enterprise conversational agents (ECAs) have become essential brand touchpoints. However, organizations often struggle to ensure that these agents consistently express their brand identity. While prior research highlights the importance of conversational design for brand identity, existing studies offer a fragmented understanding of how brand identity manifests in ECAs. This study presents a systematic review (n = 69) to consolidate current insights into the relationship between ECA design and brand identity. The review identifies key design cues that support alignment between conversational style and brand expression and explains how these cues, shaped by user and contextual factors, influence perceptions of both the ECA and the brand. The resulting framework links design elements to brand-related outcomes and provides a structured foundation for practice and research, enabling the development of ECAs that communicate brand identity more effectively within AI-mediated customer interactions.
Do individuals prefer stricter supply chain laws? Empirical evidence from Germany.Engler, D.; Gleue, M.; Gutsche, G.; Hornung, G.; Möller, S.; Schomberg, S.; Ziegler, A. In European Journal of Political Economy, 93(102829). 2026.
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Representation Fidelity:Auditing Algorithmic Decisions About Humans Using Self-Descriptions.Elstner, Theresa; Potthast, Martin. In CoRR, 2603.05136. 2026.
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Learner Models: The Gap between Educational Opportunities vs. Data Protection Challenges.Böck, F.; Link, H.; Landes, D. In IARIA journals, pp. 31–52. 2026.
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GenAI-Infused Service Delivery: Micro-Level Augmentation Patterns at the Service Frontline.Reinhard, Philipp; Li, Mahei Manhai; Peters, Christoph; Janson, Andreas; Leimeister, Jan Marco. In Journal of Service Research (JSR), pp. 1–18. 2026.
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The infusion of generative AI (GenAI) is already disrupting established services. This technology’s generative and agentic nature challenges the design and management of service routines, which have been previously handled primarily by frontline service employees. Guided by organizational routines theory, our longitudinal study (2020–2024) examines how the infusion of GenAI changes routines in customer support services. We gathered interview data from 41 employees, managers, and AI experts in two phases, pre- and post-GenAI. Based on the analysis of the qualitative data, we revealed seven recurring micro-level augmentation patterns, illustrating how GenAI-infused service routines function. The results show that GenAI is primarily embedded in the backstage of knowledge-intensive services, from which it then permeates the frontstage. We contribute to the literature on hybrid human–AI service delivery by identifying augmentation patterns and conceptualizing service permeation via two mechanisms: (1) simultaneous service permeation, which unfolds as employees leverage GenAI in real-time and integrate GenAI’s responses, recommendations, and adaptations into the frontstage; (2) sequential service permeation, which emerges as employees perform new routines of documentation and AI feeding to facilitate GenAI’s adaptability in frontstage and backstage operations. The MAPs and service permeation mechanisms guide practitioners in integrating GenAI into service routines and managing novel employee-GenAI collaborations.
Uncovering the mechanisms of common ground in human–agent interaction: review and future directions for conversational agent research.Tolzin, Antonia; Janson, Andreas. In Internet Research, 36(1), pp. 292–315. 2026.
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Purpose Human–agent interaction (HAI) is increasingly influencing our personal and work lives through the proliferation of conversational agents (CAs) in various domains. As such, these agents combine intuitive natural language interactions by also delivering personalization through artificial intelligence capabilities. However, research on CAs as well as practical failures indicates that CA interaction oftentimes fails miserably. To reduce these failures, this paper introduces the concept of building common ground for more successful HAIs. Design/methodology/approach Based on a systematic literature analysis, we identified 38 articles meeting the eligibility criteria. We critically reviewed this body of knowledge within a formal narrative synthesis structured around the use of common ground in the interaction with CAs. Findings Based on the systematic review, our analysis reveals five mechanisms for achieving common ground: embodiment, social features, joint action, knowledge base and mental model of conversational agent. We point out the relationships between these mechanisms as they are related to each other in directional and bidirectional ways. Research limitations/implications Our findings contribute to theory with several implications for CA research. First, we provide implications about the organization of common ground mechanisms for CAs. Second, we provide insights into the mechanisms and nomological network for achieving common ground when interacting with CAs. Third, we provide a broad research agenda for future CA research that centers around the important topic of common ground for HAI. Originality/value We offer novel insights into grounding mechanisms and highlight the potentials when considering common ground in different HAI processes. Consequently, we secure further understanding and deeper insights of possible mechanisms of common ground to shape future HAI processes.
Analyzing the role of family socio-economic status, education and work characteristics in times of generative artificial intelligence and digital divide.Neufeld, K.; Ohly, S.; Sedefoglu-Ulucak, D.; Steinhardt, I.; Mauermeister, S. In Career Development International, 31(3), pp. 354–372. 2026.
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Do human trust models transfer to AI? a necessary condition analysis of interpersonal trust antecedents in large language model-based coaching.Meywirth, Sophia; Janson, Andreas; Söllner, Matthias. In Behaviour & Information Technology (BIT), online first, pp. 1–19. 2026.
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As large language models (LLMs) increasingly serve as a technology basis for conversational health behaviour interventions, understanding how users evaluate and respond to these systems becomes critical for their acceptance. When LLM-based coaches are anthropomorphically designed – e.g. through human names, avatars, and messaging interfaces – they may trigger interpersonal trust expectations traditionally reserved for human relationships. This study investigates whether and to what extent the interpersonal trust antecedents of ability, benevolence, and integrity influence trust-related user responses in LLM-based health coaching for fitness and nutrition. Using a vignette-based survey design and combining partial least-squares structural equation modelling (PLS-SEM) with necessary condition analysis (NCA), we identify which antecedents are essential for perceived usefulness and intention to adopt. Results show that integrity is a necessary condition for both outcomes, with a medium to large effect, and that ability significantly influences perceived usefulness but is not necessary. Benevolence, however, was found to be neither a necessary nor a significant predictor in this context. These findings offer theoretical insights into the selective transfer of interpersonal trustworthiness beliefs to AI and provide practical guidance for the design of trustworthy anthropomorphic coaching systems.
Agentic AI: From Autonomous Agents to Enterprise Agentic AI Systems.Li, Mahei Manhai Li; Reinhard, Philipp; Leimeister, Jan Marco. In Business & Information Systems Engineering (BISE). 2026.
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Angemessenheitsbeschlüsse für Brasilien und die EU. Der weltweit größte Raum für sicheren und freien Datenverkehr.Paganella, V.; Schindler, S. In Zeitschrift für Datenschutzrecht, pp. 387–391. 2026.
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Prediction, hype, and fear: Advancing Information Systems research in “the AI age.”. Willcocks, Leslie; Currie, Wendy; Schlagwein, Daniel; Leimeister, Jan Marco. In Journal of Information Technology (JIT). 2026.
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Information Systems (IS) research is well-positioned but under-equipped to study technological futures at a time when claims about artificial intelligence (AI) are reshaping investment, policy, and public discourse. This perspective advances three arguments. First, IS scholarship should engage more systematically with digital futures, drawing on approaches for reasoning under uncertainty, such as Bayesian methods and established Futures Studies techniques, to distinguish prediction, projection, possibility, and hype. Second, technology hype is itself a legitimate object of IS research, and widely used frameworks such as the Gartner Hype Cycle appear limited in their ability to inform practice. Third, AI serves as a critical test case, combining heavy supply-side investment with unproven demand-side impact and unresolved questions of value and consequence. We propose four analytically distinct lenses for studying AI, namely, capability, adoption, value, and consequence, and identify two underexamined blind spots: bad actors deploying AI at scale and structural over-dependence on imperfect AI. We invite contributions to the Journal of Information Technology that examine how claims about technological futures are produced, circulated, institutionalized, resisted, and realized.
A Large-Scale, Cross-Disciplinary Corpus of Systematic Reviews.Achkar, Pierre; Gollub, Tim; Simons, Arno; Scells, Harrisen; Potthast, Martin. In CoRR, abs/2604.22864. 2026.
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TRACE: Time series representation learning with contrastive embeddings for anomaly detection in photovoltaic systems.Nivarthi, Chandana Priya; Huang, Zhixin; Gruhl, Christian; Sick, Bernhard. In Energy and AI, 23, p. 100670. Elsevier, 2026.
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Reliable anomaly detection in photovoltaic (PV) inverters is critical for ensuring operational efficiency and reducing maintenance costs in renewable energy systems. We introduce TRACE (Time series Representation learning with Autoencoder-based Contrastive Embeddings), a self-supervised contrastive learning framework for multivariate time series anomaly detection in PV systems. TRACE employs a two-stage architecture: autoencoder-based representation learning with interchangeable backbones followed by contrastive training through a Siamese network. The framework generates semantically coherent augmentations by perturbing autoencoder reconstructions and applies three negative mining strategies to create challenging contrastive pairs. Comprehensive experiments on a real-world PV inverter dataset and two industrial benchmarks demonstrate TRACE’s superiority. Autoencoder-based augmentations deliver a 21.3% relative improvement in mean F1 (0.616 vs. 0.508) over traditional perturbation methods, with TransformerAE emerging as the optimal backbone architecture. While negative sampling strategies show dataset-specific advantages, their impact remains secondary to encoder capacity. TRACE with TransformerAE and reconstruction-error negatives consistently outperforms fourteen state-of-the-art time series anomaly detection methods, achieving highest F1 scores on all the three datasets while maintaining exceptional precision up to 0.99. Visualization analysis confirms TRACE’s capacity for early fault detection up to three days before failure and interpretable embedding separation. The framework addresses the fundamental challenge of label scarcity in industrial monitoring through self-supervised learning, providing a practical and transparent solution for predictive maintenance in PV systems and broader industrial applications.
Neue Spielregeln für Amtfluencer & Co.Panahi, T. In Public Marketing, (1-2/2026), pp. 36–40. 2026.
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From ‘ChatGPT et al.’ to generative artificial intelligence (GenAI) in peer review: Safeguarding trust while modernising scholarly publishing.Leimeister, Jan Marco; Aaltonen, Aleksi; Currie, Wendy; Schlagwein, Daniel. In Journal of Information Technology (JIT), 41(2). 2026.
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Generative Artificial Intelligence (GenAI) is rapidly entering academic work, including the peer review process. We examine the implications of GenAI for the peer review process – including its use by reviewers, editors, and authors (e.g. for pre-submission self-review or for operationalising review feedback during revision) – and articulates the position of the Journal of Information Technology (JIT). We advance two foundational premises: first, peer review should be seen as a creative process, sometimes even becoming a co-creation with the authors and editors, rather than mechanistic quality control; second, GenAI may augment peer review but should not replace or outsource scholarly judgement and insight. Drawing on recent state-of-the-art analyses of GenAI in peer reviewing, we identify four requirements for ethical use – confidentiality, accountability, bias mitigation, and transparency – and discuss how these principles apply across the reviewing process. We outline where GenAI can provide legitimate support, such as summarisation, language improvement, compliance checking, and workflow management, while emphasising that evaluative judgement must remain with human reviewers and editors. GenAI must not become a shortcut for efficiently producing good papers on average, while steering us away from papers that are more demanding to review but at the same time offering potentially much more impactful contributions. We articulate JIT’s editorial stance for AI-assisted peer review and propose role-specific guidance for authors, reviewers and editors. We also outline a research agenda for studying the impact of GenAI on review quality, timeliness, fairness and trust. Overall, we argue that peer review should evolve through responsible AI augmentation while preserving human-centred governance and the accountability that underpins scholarly evaluation.
DimFlux: Force-directed additive line diagrams.Nöhre, Marcel; Dürrschnabel, Dominik; Ganter, Bernhard; Stumme, Gerd. In International Journal of Approximate Reasoning, 197, p. 109734. 2026.
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The visualization of concept lattices is a central problem in the field of Formal Concept Analysis. Force-directed algorithms, as popular in graph drawing, are a promising approach, treating lattice diagrams as physical models, optimizing node positions based on forces derived from the lattice structure. We build on the work of Zschalig, who, however, limited himself to attribute-additive diagrams. We use a more general additivity, in which both the attributes and the objects contribute to the positions of the concept nodes. We replace the planarity enhancer used by Zschalig to obtain a starting diagram for force-directed optimization with the DimDraw algorithm, which generates structured order diagrams on its own. The combination results in DimFlux, an algorithm that leverages the advantages of DimDraw but generates additive diagrams in which readability is increased by maximizing the conflict distance between nodes and non-incident edges.
Hypernomie. Zum gesellschaftsstrukturellen Wirkpotenzial des Machine Learning.Ochs, Carsten. In Berliner Journal für Soziologie. 2026.
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2025[ to top ]

Effects of task switching on depletion, motivation, and creativity: Examining the nature of tasks.Nuhn, Christina; Ohly, Sandra. In Journal of Personnel Psychology. 2025.
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Wettbewerb um die Zukunft – Die Regulierung von Künstlicher Intelligenz in Japan und Europa.Geminn, C. In Die Öffentliche Verwaltung, pp. 449–462. 2025.
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The German Commons -- 154 Billion Tokens of Openly Licensed Text for German Language Models.Gienapp, Lukas; Schröder, Christopher; Schweter, Stefan; Akiki, Christopher; Schlatt, Ferdinand; Zimmermann, Arden; Genêt, Phillipe; Potthast, Martin. In CoRR, abs/2510.13996. 2025.
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Support for a Complex Assembly Task Through Augmented Reality Instructions With See-Through Data Glasses - Comparison With Smartphone and Paper Instructions.Mack, D.; Schmidt, L. In e-learning and education, (16), pp. 1–18. 2025.
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The study presented here deals with the assembly of an emergency door release handle for unlocking the doors of railway vehicles at a realistic workstation with different instructions. For this purpose, a new AR instruction with see-through data glasses was developed and compared with smartphone-based AR instructions and paper instructions. The paper instructions represent the status quo of the assembly process. The implementation with see-through data glasses is technically more complex but has the advantage over the previously analysed smartphone that the hands are free for assembly. The hypotheses investigated are that the type of instruction has an influence on the assembly time, the number of errors, the usability and the strain on the assembler. Each type of instruction was studied with eight subjects and five assembly runs in a between-subjects design. There was no significant difference in total assembly time between the see-through data glasses and the smartphone. A comparable number of errors with lower strain makes the see-through glasses still interesting for knowledge transfer.
Das Zusammenspiel von KI-VO und DS-GVO - Ein harmonisches Miteinander?Geminn, C.; Nebel, M. In Datenschutz und Datensicherheit, pp. 279–283. 2025.
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AudioProtoPNet: An interpretable deep learning model for bird sound classification.Heinrich, René; Rauch, Lukas; Sick, Bernhard; Scholz, Christoph. In Ecological Informatics, 87, p. 103081. Elsevier, 2025.
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Deep learning models have significantly advanced acoustic bird monitoring by recognizing numerous bird species based on their vocalizations. However, traditional deep learning models are black boxes that provide no insight into their underlying computations, limiting their usefulness to ornithologists and machine learning engineers. Explainable models could facilitate debugging, knowledge discovery, trust, and interdisciplinary collaboration. We introduce AudioProtoPNet, an adaptation of the Prototypical Part Network (ProtoPNet) for multi-label bird sound classification. It is inherently interpretable, leveraging a ConvNeXt backbone to extract embeddings and a prototype learning classifier trained on these embeddings. The classifier learns prototypical patterns of each bird species’ vocalizations from spectrograms of instances in the training data. During inference, recordings are classified by comparing them to learned prototypes in the embedding space, providing explanations for the model’s decisions and insights into the most informative embeddings of each bird species. The model was trained on the BirdSet training dataset, which consists of 9734 bird species and over 6800 h of recordings. Its performance was evaluated on the seven BirdSet test datasets, covering different geographical regions. AudioProtoPNet outperformed the state-of-the-art bird sound classification model Perch, which is superior to the more popular BirdNet, achieving an average AUROC of 0.90 and a cmAP of 0.42, with relative improvements of 7.1% and 16.7% over Perch, respectively. These results demonstrate that even for the challenging task of multi-label bird sound classification, it is possible to develop powerful yet interpretable deep learning models that provide valuable insights for professionals in ornithology and machine learning.
crowd-hpo: Realistic Hyperparameter Optimization and Benchmarking for Learning from Crowds with Noisy Labels.Herde, Marek; Lührs, Lukas; Huseljic, Denis; Sick, Bernhard. In Transactions on Machine Learning Research. 2025.
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Crowdworking is a cost-efficient solution for acquiring class labels. Since these labels are subject to noise, various approaches to learning from crowds have been proposed. Typically, these approaches are evaluated using default hyperparameter configurations, which often result in unfair and suboptimal performance, or using hyperparameter configurations tuned via a validation set with ground truth class labels, which represents an often unrealistic scenario. Moreover, both setups can yield different approach rankings, complicating study comparisons. Therefore, we introduce crowd-hpo as a framework for evaluating approaches to learning from crowds, together with criteria for selecting well-performing hyperparameter configurations using only noisy crowd-labeled validation data. Extensive experiments with neural networks demonstrate that these criteria select hyperparameter configurations that improve the learning from crowds approaches' generalization performances, measured on separate test sets with ground truth labels. Hence, incorporating such criteria into experimental studies is essential for enabling fairer and more realistic benchmarking.
Influence of the Pedestrian Geometry in Collision Avoidance Systems.Götz, J.; Mathuseck, L.; Busch, L.; David, K. In IEEE Transactions on Intelligent Vehicles. 2025.
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Can Masked Autoencoders Also Listen to Birds?Rauch, Lukas; Heinrich, René; Moummad, Ilyass; Joly, Alexis; Sick, Bernhard; Scholz, Christoph. In Transactions on Machine Learning Research. 2025.
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Masked Autoencoders (MAEs) learn rich representations in audio classification through an efficient self-supervised reconstruction task. Yet, general-purpose models struggle in fine-grained audio domains such as bird sound classification, which demands distinguishing subtle inter-species differences under high intra-species variability. We show that bridging this domain gap requires full-pipeline adaptation beyond domain-specific pretraining data. Using BirdSet, a large-scale bioacoustic benchmark, we systematically adapt pretraining, fine-tuning, and frozen feature utilization. Our Bird-MAE sets new state-of-the-art results on BirdSet’s multi-label classification benchmark. Additionally, we introduce the parameter-efficient prototypical probing, which boosts the utility of frozen MAE features by achieving up to 37 mAP points over linear probes and narrowing the gap to fine-tuning in low-resource settings. Bird-MAE also exhibits strong few-shot generalization with prototypical probes on our newly established few-shot benchmark on BirdSet, underscoring the importance of tailored self-supervised learning pipelines for fine-grained audio domains.
Bürokratieabbau durch Risikoorientierung – Ein Beitrag zur Diskussion um eine Reform der Datenschutz-Grundverordnung.Geminn, C. In Zeitschrift für Datenschutzrecht, pp. 438–442. 2025.
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Schulische Informationssysteme. Entwicklung einer Datenschutzzertifizierung.Späthe, E.; Helmke, J. T.; Kohpeiß, M.; Lins, S.; Danylak, P.; Hornung, G.; Sunyaev, A. In Datenschutz und Datensicherheit, pp. 657–664. 2025.
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How Siemens Empowered Workforce Re- and Upskilling Through Digital Learning.Freise, Leonie Rebecca; Ritz, Eva; Bretschneider, Ulrich; Rietsche, Roman; Beitinger, Gunter; Leimeister, Jan Marco. In MIS Quarterly Executive, 24(3), p. Article 4. 2025.
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The accelerating digital transformation of manufacturing is enhancing automation and production efficiency while requiring employees to develop new skills to meet evolving demands. This case study examines how Siemens embedded a human-centric, bottom-up approach to empower employee re- and upskilling through innovative digital learning. Aligned with Siemens’s actions, we present a four-phase model on leveraging information systems to address skill gaps, enhance adaptability and tackle re- and upskilling challenges. We also provide five recommendations to help organizations foster lifelong learning in dynamic manufacturing environments.
Reconstructing time-of-flight detector values of angular streaking using machine learning.Meier, David; Viefhaus, Jens; Hartmann, Gregor; Helml, Wolfram; Otto, Thorsten; Sick, Bernhard. In Physical Review Accelerators and Beams, 28(7), p. 074601. American Physical Society, 2025.
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Angular streaking experiments enable for experimentation in the attosecond regions. However, the deployed time-of-flight (TOF) detectors are susceptible to noise and failure. These shortcomings make the outputs of the TOF detectors hard to understand for humans and further processing, such as, for example, the extraction of beam properties. In this article, we present an approach to remove high noise levels and reconstruct up to three failed TOF detectors from an arrangement of 16 TOF detectors. Due to its fast evaluation time, the presented method is applicable online during a running experiment. It is trained with simulation data, and we show the results of denoising and reconstruction of our method on real-world experiment data.
From Sandbox to Laboratory: Refractive and Ethical Human / AI Knowledge Co-Production Through Game-ful Research Practices.Stöter, Lea. In Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 8(3), pp. 2431–2441. 2025.
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Academic Sandbox Games: Game-Ful Interactions with Non-Human Epistemic Agents.Stöter, Lea. Gesellschaft für Informatik e.V., 2025.
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In this position paper I present three work-in-progress interaction metaphors to further explore the engagement between different epistemic actors in knowledge production processes, especially considering AI-driven software used by researchers in their daily practices. By conceptualising technology-supported research as a game-ful process, agencies and decision spaces turn more visible. Building on game studies literature and science and technology studies, I propose these interaction metaphors as a first step towards a refractive (Barad 2007) lens for examining how AI-driven web-based software impacts and shapes research practices and knowledge production.
ChatGPT and Beyond: Exploring the Responsible Use of Generative AI in the Workplace: An Interdisciplinary Perspective.Söllner, M.; Arnold, T.; Benlian, A.; Bretschneider, U.; Knight, C.; Ohly, S. In Business & Information Systems Engineering, pp. 1–15. Springer Fachmedien, Wiesbaden, 2025.
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Kesişimsel Toplumsal Cinsiyet Araştırmaları Perspektifinden Dijital Dönüşüm: Zorluklar ve Atılacak Adımlar.Draude, Claude. In Kültür ve Siyasette Feminist Yaklaşımlar, (46), pp. 24–41. 2025.
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ChatGPT and Beyond: Exploring the Responsible Use of Generative AI in the Workplace.Söllner, Matthias; Arnold, Thomas; Benlian, Alexander; Bretschneider, Ulrich; Knight, Caroline; Ohly, Sandra; Rudkowski, Lena; Schreiber, Gerhard; Wendt, Domenik. In Business & Information Systems Engineering, 67(2), pp. 289–303. 2025.
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Artificial intelligence (AI)-based systems are increasingly pervading most parts of our everyday life. Whether we are shopping online or looking for information at work, providers nowadays rely on AI-based models and seek to provide us with tailored support or guidance. Recently, a novel class of AI-based systems has gained widespread attention around the world. At the latest when Open AI’s ChatGPT reached 100 million users in just over 2 months after launch (by comparison, it took TikTok 9 months, and Instagram 2.5 years to reach this level (Bhaimiya 2023; UBS 2023)), the potential as well as the challenges associated with Generative AI (GenAI) are widely discussed in academia, industry, and the public.
Rethinking technology regulation in the age of AI risks.Currie, Wendy L; Schlagwein, Daniel; Leimeister, Jan Marco; Willcocks, Leslie. In Journal of Information Technology (JIT), 40(3), p. 10. 2025.
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This paper argues that artificial intelligence exposes the shortcomings of traditional regulatory paradigms, challenging Easterbrook’s ‘Law of the Horse’ view that general legal principles suffice. AI’s opacity, autonomy, and systemic risks demand risk-informed, technology-specific governance. We identify the pacing problem, where innovation outstrips regulatory capacity, and propose a tripartite framework distinguishing functional, structural, and relational risks. Comparative analysis of EU, US, UK, and Chinese approaches highlights divergent logics of precaution, market oversight, hybrid flexibility, and state control. Effective governance requires embedding risk into policy design through adaptive, proportionate, and harmonised mechanisms, balancing innovation with accountability. The paper underscores the urgency of global coordination and calls for interdisciplinary IS research to inform anticipatory, participatory, and ethically grounded regulation.
Continuous value shaping: A boundary concept for innovating service innovation approaches.Böhmann, Tilo; Roth, Angela; Satzger, Gerhard; Benz, Carina; Beverungen, Daniel; Boes, Andreas; Breidbach, Christoph; Gersch, Martin; Gudergan, Gerhard; Hogreve, Jens; Kurtz, Christian; Langes, Barbara; Leimeister, Jan Marco Leimeister; Lewandowski, Tom; Meiren, Thomas; Nägele, Rainer; Paluch, Stefanie; Peters, Christoph; Poeppelbuss, Jens; Robra‑Bissantz, Susanne; Schultz, Carsten; Schumann, Jan H.; Wirtz, Jochen; Wünderlich, Nancy V. In Electronic Markets, 35(27), p. 20. 2025.
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Technological advancements and evolving value orientations reshape future value creation and pose new requirements for service innovation. While a variety of disciplines are developing new approaches to drive service innovation, this is primarily done in isolation and generates only fragmented solutions. Sociological theory has proposed “boundary objects” as an effective umbrella for communication and cooperation among communities. Therefore, we introduce continuous value shaping (CVS) as a boundary object describing service innovation approaches along five principles. We reflect on this concept through the different disciplinary lenses of researchers in service marketing, information systems, service engineering, sociology of work, and innovation management. These perspectives highlight how the CVS principles already connect to discourses within the individual disciplines. However, the CVS concept will not only provide an umbrella to embrace existing activities in different academic disciplines. It also assists to identify research themes that will benefit from uniting the power of these disciplines, and it can serve as an integrating framework to conceptualize complex service innovation approaches. Thus, the CVS concept should guide both researchers and practitioners to develop and implement novel innovation and transformation efforts—in and across organizations.
Human-AI interaction in safety-critical network infrastructures.Mussi, Marco; Metelli, Alberto Maria; Restelli, Marcello; Losapio, Gianvito; Bessa, Ricardo J.; Boos, Daniel; Borst, Clark; Leto, Giulia; Castagna, Alberto; Chavarriaga, Ricardo; Dias, Duarte; Egli, Adrian; Eisenegger, Andrina; El Manyari, Yassine; Fuxjäger, Anton; Geraldes, Joaquim; Hamouche, Samira; Hassouna, Mohamed; Lemetayer, Bruno; Leyli-Abadi, Milad; Liessner, Roman; Lundberg, Jonas; Marot, Antoine; Meddeb, Maroua; Schiaffonati, Viola; Schneider, Manuel; Stadelmann, Thilo; Usher, Julia; Van Hoof, Herke; Viebahn, Jan; Waefler, Toni; Zanotti, Giacomo. In iScience, 28(9), p. 113400. Elsevier, 2025.
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Artificial Intelligence (AI) is transforming every aspect of modern society. It demonstrates a high potential to contribute to more flexible operations of safety-critical network infrastructures under deep transformation to tackle global challenges, such as climate change, energy transition, efficiency, and digital transformation, including increasing infrastructure resilience to natural and human-made hazards. The widespread adoption of AI creates the conditions for a new and inevitable interaction between humans and AI-based decision systems. In such a scenario, creating an ecosystem in which humans and AI interact healthily, where the roles and positions of both actors are well-defined, is a critical challenge for research and industry in the coming years. This perspective article outlines the challenges and requirements for effective human-AI interaction by taking an interdisciplinary point of view that merges computer science, decision-making sciences, psychological constructs, and industrial practices. The work focuses on three emblematic safety-critical scenarios from two different domains: energy (power grids) and mobility (railway networks and air traffic management)
Avoiding virtual dystopia: A design theory for emancipatory participatory immersive platformsu.Tingelhoff, Fabian; Marga, Jens Joachim. In The Journal of Strategic Information Systems (JSIS), 34(4), p. 101910. 2025.
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Immersive platforms, accessed via VR and AR interfaces, offer a profound digital experience but raise significant privacy and ethical concerns. Current systems collect extensive user data; this enables manipulative advertising and behavior control, fosters self-censorship, and diminishes authentic self-expression – especially among marginalized communities. The unchecked development of immersive platforms threatens to create oppressive environments due to power imbalances and a lack of regulation. This paper addresses the urgent need for emancipatory design guidelines to prevent such outcomes. By integrating critical theory with Participatory Design, we propose Emancipatory Participatory Immersive Platforms. These platforms involve users in their design and dismantle oppressive structures through four emancipatory tools (i.e., agency, dialogue, inclusion, and rationality), substantiated by eight actionable design principles. Our framework aims to empower users, promote inclusivity, and ensure rational engagement – and thereby foster immersive platforms that maintain functional benefits while enhancing freedom and equity.
Data selection strategies for minimizing measurement time in materials characterization.Liehr, Alexander; Dingel, Kristina; Kottke, Daniel; Degener, Sebastian; Meier, David; Sick, Bernhard; Niendorf, Thomas. In Scientific Reports, 15(1), p. 15182. Springer Nature, 2025.
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Every new material needs to be assessed and qualified for an envisaged application. A steadily increasing number of new alloys, designed to address challenges in terms of reliability and sustainability, poses significant demands on well-known analysis methods in terms of their efficiency, e.g., in X-ray diffraction analysis. Particularly in laboratory measurements, where the intensities in diffraction experiments tend to be low, a possibility to adapt the exposure time to the prevailing boundary conditions, i.e., the investigated microstructure, is seen to be a very effective approach. The counting time is decisive for, e.g., complex texture, phase, and residual stress measurements. Traditionally, more measurement points and, thus, longer data collection times lead to more accurate information. Here, too short counting times result in poor signal-to-background ratios and dominant signal noise, respectively, rendering subsequent evaluation more difficult or even impossible. Then, it is necessary to repeat experiments with adjusted, usually significantly longer counting time. To prevent redundant measurements, it is state-of-the-art to always consider the entire measurement range, regardless of whether the investigated points are relevant and contribute to the subsequent materials characterization, respectively. Obviously, this kind of approach is extremely time-consuming and, eventually, not efficient. The present study highlights that specific selection strategies, taking into account the prevailing microstructure of the alloy in focus, can decrease counting times in X-ray energy dispersive diffraction experiments without any detrimental effect on data quality for the subsequent analysis. All relevant data, including the code, are carefully assessed and will be the basis for a widely adapted strategy enabling efficient measurements not only in lab environments but also in large-scale facilities.
Individual Rights in the AI Act. The Rights to Lodge a Complaint and to Explanation of the Decision-Making Process in Individual Cases.Hornung, G.; Link, H. In JIPITEC 330, 16(3). 2025.
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Digital futures: Definition (what), importance (why) and methods (how).Schlagwein, Daniel; Currie, Wendy; Leimeister, Jan Marco; Willcocks, Leslie. In Journal of Information Technology (JIT), 40(1), pp. 2–8. 2025.
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“Digital futures” as a research field that examines diverse, long-term future(s) scenarios influenced by digital technologies has been proposed in information systems. Here, based on the emerging literature on digital futures, we define what this term means, delineate it from related concepts such as digital transformation, articulate why the information systems field should take note and consider the study of digital futures, and provide an overview of approaches.
Beschäftigtendatenschutz - Vorstellung und kritische Betrachtung des Entwurfes eines Beschäftigtendatengesetzes.Schild, H.-H. In Datenschutz und Datensicherheit, pp. 83–88. 2025.
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Common ground improves learning with conversational agents.Körner, Anita; Tolzin, Antonia; Janson, Andreas; Leimeister, Jan Marco; Rummer, Ralf. In Behaviour & Information Technology. 2025.
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Although conversational agents are successfully applied in teaching, it is largely unclear which communication principles should be employed to optimise learning. We examine the influence of common ground (i.e. shared knowledge on which to build during conversation) on learning. In an in-class experiment, students studied with one of two pedagogical conversational agents. The control version provided information without emphasising grounding, whereas the common ground version emphasised grounding, for example, by encouraging students to monitor and repair common ground. After the learning unit, students evaluated their learning experience and the pedagogical conversational agent, after which they were tested on the studied material. Students in the common ground (vs. the control) condition performed better in a post-study knowledge test and engaged longer with the pedagogical conversational agent. Thus, the common ground emphasis facilitated learning with a conversational agent, indicating that grounding principles should be incorporated when designing conversational agents.
When Do Challenge Stressors Promote Work Motivation? Exploring the Role of Day-Level Self-Efficacy.Prem, Roman; Ohly, Sandra; Weigelt, Oliver; Siestrup, Katja; Kubicek, Bettina. In Academy of Management Proceedings, 2025(1), p. 21972. 2025.
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Enhancing IT Service Management Through Process Mining – A Digital Analytics Perspective on Documented Customer Interactions.Reinhard, Philipp; Li, Mahei Manhai; Peters, Christoph; Leimeister, Jan Marco. In Forum Dienstleistungsmanagement, Digital Analytics im Dienstleistungsmanagement, M. Bruhn; K. Hadwich (eds.), pp. 327–360. 2025.
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Our study explores the integration of text mining and process mining to enhance the understanding of IT support agents' problem-solving activities documented in service tickets. Despite the rise of AI-based self-service systems, the pressure on IT support to deliver high-quality service remains significant, necessitating advanced analytical approaches. While text mining has been used for classifying customer requests or predicting satisfaction, it falls short in revealing the actual processes agents follow. By conducting a systematic literature review and a case study, this research outlines a novel approach combining text and process mining. The findings provide practical guidance for extracting activity catalogs and generating event logs from service documentation, offering valuable insights into service processes and highlighting challenges related to data quality in digital analytics.
Flow-Attentional Graph Neural Networks.Plettenberg, Pascal; Köhler, Dominik; Sick, Bernhard; Thomas, Josephine M. In Transactions on Machine Learning Research. 2025.
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Graph Neural Networks (GNNs) have become essential for learning from graph-structured data. However, existing GNNs do not consider the conservation law inherent in graphs associated with a flow of physical resources, such as electrical current in power grids or traffic in transportation networks, which can lead to reduced model performance. To address this, we propose flow attention, which adapts existing graph attention mechanisms to satisfy Kirchhoff’s first law. Furthermore, we discuss how this modification influences the expressivity and identify sets of non-isomorphic graphs that can be discriminated by flow attention but not by standard attention. Through extensive experiments on two flow graph datasets (electronic circuits and power grids), we demonstrate that flow attention enhances the performance of attention-based GNNs on both graph-level classification and regression tasks.
Pricing, Design and Cultivation – Conceptual Tools for the Normative Assessment of Fairness in the Age of Media Platformization.Kropf, Jonathan; Lamla, Jörn; Uhlmann, Markus. In Digital Journalism. 2025.
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„Privilegien“ bei der Erforschung maschinellen Lernens.Kostov, I. In Wissenschaftsrecht, pp. 189–207. 2025.
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Intransparenz, Komplexität, Korrelationen: Zu Nichtwissen als Rechtsproblem.Kostov, I. In Künstliche Intelligenz und Recht, pp. 425–427. 2025.
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Präventive Verhaltensvorhersage durch „Künstliche Intelligenz“. Möglichkeiten, Maßstäbe, Misstrauen.Kostov, I. In Der Staat, 64(4), pp. 537–586. 2025.
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Matters of Explanation: Rethinking Explainability with Tangible, Embodied, Material Interactions.Klumbytė, Goda; Draude, Claude. In Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 8(2), pp. 1491–1500. 2025.
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Promoting students’ motivation in language education with gamified pedagogical conversational agents.Khosrawi-Rad, Bijan; Keller, Paul Felix; Benner, Dennis; Grogorick, Linda; Borchers, Arne; Janson, Andreas; Leimeister, Jan Marco; Robra-Bissantz, Susanne. In Computers & Education, 238(December, 105374), pp. 1–24. 2025.
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Pedagogical conversational agents (PCAs) like chatbots are a novel approach to technology-mediated language learning with artificial intelligence. They convey learning content interactively and accompany students in their education. However, many users find conversations with PCAs unmotivating. Gamification is a suitable solution to these motivational hurdles due to its playful nature. Given the difficulty of selecting the appropriate game elements and the scarcity of design recommendations for gamified PCAs, we propose the GNPL framework including a cohesive set of four design principles: goal-setting and reflection, novice-expert relationship, performance-related motivation, and learning story narration. In two design cycles, the article shows the application of the design principles in English learning – a domain commonly associated with motivational challenges – by implementing and evaluating a gamified PCA. The results show that the design principles significantly foster learners' motivation and that learners perceive a solid language learning experience, expressed by higher perceived value and social factors. They highlight the relevance of aligning the PCA's social role, the motivational impact of gamification, and the educational goals of the learning context. The design principles guide educators and developers in gamified PCA design. The paper contributes to the theory stream of PCAs by investigating learners' motivation enhancement when using PCAs. In addition, the paper provides new knowledge on meaningful gamification in an unexplored context and practical insights to solve the design challenges of selecting game elements in this context. Furthermore, it shows how language education can be supported by educational technology.
SynDEc: A Synthetic Data Ecosystem.Karst, Fabian Sven; Li, Mahei Manhai; Leimeister, Jan Marco. In Electronic Markets (EM), 35. 2025.
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Given the critical role of data availability for growth and innovation in financial services, especially small and mid-sized banks lack the data volumes required to fully leverage AI advancements for enhancing fraud detection, operational efficiency, and risk management. With existing solutions facing challenges in scalability, inconsistent standards, and complex privacy regulations, we introduce a synthetic data sharing ecosystem (SynDEc) using generative AI. Employing design science research in collaboration with two banks, among them UnionBank of the Philippines, we developed and validated a synthetic data sharing ecosystem for financial institutions. The derived design principles highlight synthetic data setup, training configurations, and incentivization. Furthermore, our findings show that smaller banks benefit most from SynDEcs and our solution is viable even with limited participation. Thus, we advance data ecosystem design knowledge, show its viability for financial services, and offer practical guidance for privacy-resilient synthetic data sharing, laying groundwork for future applications of SynDEcs.
Orientierung im Dschungel der EU-Digitalregulierung: DGA, DSA, DMA, KI-VO und DA.Pfeiffer, L.; Helmke, J. T. In Beilage der Zeitschrift für das Recht der Digitalisierung, Datenwirtschaft und IT, pp. 561–582. 2025.
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KI-Training mit Social Media-Daten. (Keine) Grenzen durch DMA und DS GVO?Hornung, G. In Künstliche Intelligenz und Recht, pp. 407–413. 2025.
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Die Fortentwicklung des Datenschutzrechts durch die europäische Rechtsprechung.Schild, H.-H. In BvD-News, (3), pp. 30–34. 2025.
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Perspektiven zur (Neu-)Bestimmung soziodigitaler Autonomie und Privatheit.Uhlmann, Markus. In Soziologische Revue, 49(3). 2025.
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Mitbestimmung bei Verarbeitung von Lehrerdaten bei landesweitem Videokonferenzsystem „Big Blue Button“, Anmerkung zu VG Frankfurt, Beschluss v. 20.1.2025 - 23 K 453/22.F.PV.Schild, H.-H. In Zeitschrift für Personalvertretungsrecht Online, pp. 22–26. 2025.
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Work design and performance.Ohly, Sandra; Venz, Laura. In Transformative work design: Synthesis and new directions, pp. 147–173. 2025.
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Löschpflichten für beim Personalrat geführte analoge und digitale Daten.Schild, H.-H. In Zeitschrift für Personalvertretungsrecht, pp. 124–128. 2025.
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Spielraum der Parteien einer Kollektivvereinbarung in Bezug auf die Erforderlichkeit der darin vorgesehenen Verarbeitung personenbezogener Beschäftigtendaten, Anmerkung zu EuGH, Urteil v. 19.12.2024 – C-65/23.Schild, H.-H. In Zeitschrift für Personalvertretungsrecht Online, pp. 1–7. 2025.
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Die E-Rechnung - eine aufgedrängte Bereicherung oder Zwang?Schild, H.-H. In Datenschutz Nachrichten, pp. 21–24. 2025.
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Humane work design: How does the digitization of work change core work characteristics in different occupations?Ohly, Sandra; Granica, Amina; Herwig, Hannes; Kühlewind, Niklas; Paetzold, Tobias; Vinhoven, Lana; Wiemers, Luisa; Zhang, Xi. In Zeitschrift für Arbeitswissenschaft, 79(4), pp. 569–580. 2025.
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Die Veröffentlichung von Geschäftsverteilungsplänen der Gerichte.Schild, H.-H. In Datenschutz und Datensicherheit, pp. 110–114. 2025.
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Können Inkassodienstleister personenbezogene Daten an Auskunfteien weitergeben?Schild, H.-H.; Walzer, H. In Datenschutz-Berater, pp. 217–219. 2025.
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Expressive Pooling for Graph Neural Networks.Lachi, Veronica; Moallemy-Oureh, Alice; Roth, Andreas; Welke, Pascal. In Transactions on Machine Learning Research. 2025.
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Considerable efforts have been dedicated to exploring methods that enhance the expressiveness of graph neural networks. Current endeavors primarily focus on modifying the message-passing process to overcome limitations imposed by the Weisfeiler-Leman test, often at the expense of increasing computational cost. In practical applications, message-passing layers are interleaved with pooling layers for graph-level tasks, enabling the learning of increasingly abstract and coarser representations of input graphs. In this work, we formally prove two directions that allow pooling methods to increase the expressive power of a graph neural network while keeping the message-passing method unchanged. We systemically assign eight frequently used pooling operators to our theoretical conditions for increasing expressivity and introduce a novel pooling method XP, short for eXpressive Pooling, as an additional simple method that satisfies our theoretical conditions. Experiments conducted on the Brec dataset confirm that those pooling methods that satisfy our conditions empirically increase the expressivity of graph neural networks.
Direitos do indivíduo no Regulamento da IA: os direitos de apresentar reclamação e de explicação sobre as decisões individuais.Hornung, G. In Revista de Direito Civil Contemporâneo, 44/2025, pp. 303–323. 2025.
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EuG: Einsichtsrecht in Akten des EDSA, Anmerkung zu EuG, Urteil v. 16.7.2025 – T-183/23.Schild, H.-H. In Zeitschrift für Datenschutzrecht, pp. 568, 571–573. 2025.
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Conceptualizing the Design Space of Artificial Intelligence Strategy: A Taxonomy and Corresponding Clusters.Hofmann, Peter; Meierhöfer, Simon; Müller, Leon; Oberländer, Anna Maria; Protschky, Dominik. In Business & Information Systems Engineering (BISE). 2025.
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As the real-world use of Artificial intelligence (AI) becomes increasingly pervasive, the interest of organizations in the nascent technology is currently at its peak. Although the scientific literature points out that a strategy is key to responding to technological breakthroughs, the three facets of autonomy, learning, and inscrutability that distinguish contemporary AI from previous generations of IT give rise to a novel and distinctive perspective on strategy. Particularly, the facets of contemporary AI lead to AI-induced market and resource shifts and, thus, to AI-related strategic challenges regarding the scope, scale, speed, and source from which organizations make strategic deliberations. This ultimately requires a strategic response from organizations in the form of an AI strategy. Against this backdrop, this study proposes a multi-layer taxonomy with 15 dimensions and 45 characteristics that unveils how organizations currently structure and organize an AI strategy. Conducting a cluster analysis on this foundation, this study further provides four clusters that delineate predominant design options for developing a new AI strategy or evaluating an existing one. In this way, the results contribute to a fundamental understanding of the design space of an AI strategy and enrich recent discussions among researchers and practitioners on how to advance the real-world use of AI.
Conceptualizing hybrid intelligent service ecosystems.Bartelheimer, Christian; Heinz, Daniel; Hönigsberg, Sarah; Siemon, Dominik; Li, Mahei Manhai; Strohmann, Timo; Poeppelbuss, Jens; Peters, Christoph. In Electronic Markets (EM), 35(63), p. 27. 2025.
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With the proliferation of artifcial intelligence (AI) technologies, the collaboration of human and AI actors in value cocreation processes permeates various application domains. In this conceptual paper, we integrate concepts from human-AI collaboration and service research and present a conceptual framework for hybrid intelligent service ecosystems (HISE). The framework extends the existing conceptualizations of service ecosystems as put forward by the service-dominant logic (S-D logic) by emphasizing how actors deliberately confgure human and artifcial agencies to co-create value via hybrid intelligent service exchange and how this impacts ecosystem formation and evolution. Our conceptualization highlights that value co-creation in HISE is guided and facilitated by shared resources and institutional arrangements, which difer from previous service ecosystems through the emergence of hybrid agency. We demonstrate the applicability of our framework with fve illustrative HISE scenarios and provide fve theoretical propositions. Our fndings extend existing knowledge by theorizing on how to incorporate hybrid intelligence into value co-creation processes. Thereby, we provide a foundation for future interdisciplinary research on human-AI collaboration at the intersection of information systems, human–computer interaction, and service research with S-D logic as a unifying theoretical lens.
Improving Students’ Argumentation Skills Using Dynamic Machine-Learning–Based Modeling.Wambsganss, Thiemo; Janson, Andreas; Söllner, Matthias; Koedinger, Ken; Leimeister, Jan Marco. In Information Systems Research (ISR), 36(1), pp. 474–507. 2025.
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Argumentation is an omnipresent rudiment of daily communication and thinking. The ability to form convincing arguments is not only fundamental to persuading an audience of novel ideas but also plays a major role in strategic decision making, negotiation, and constructive, civil discourse. However, humans often struggle to develop argumentation skills, owing to a lack of individual and instant feedback in their learning process, because providing feedback on the individual argumentation skills of learners is time-consuming and not scalable if conducted manually by educators. Grounding our research in social cognitive theory, we investigate whether dynamic technology-mediated argumentation modeling improves students’ argumentation skills in the short and long term. To do so, we built a dynamic machine-learning (ML)–based modeling system. The system provides learners with dynamic writing feedback opportunities based on logical argumentation errors irrespective of instructor, time, and location. We conducted three empirical studies to test whether dynamic modeling improves persuasive writing performance more so than the benchmarks of scripted argumentation modeling (H1) and adaptive support (H2). Moreover, we assess whether, compared with adaptive support, dynamic argumentation modeling leads to better persuasive writing performance on both complex and simple tasks (H3). Finally, we investigate whether dynamic modeling on repeated argumentation tasks (over three months) leads to better learning in comparison with static modeling and no modeling (H4). Our results show that dynamic behavioral modeling significantly improves learners’ objective argumentation skills across domains, outperforming established methods like scripted modeling, adaptive support, and static modeling. The results further indicate that, compared with adaptive support, the effect of the dynamic modeling approach holds across complex (large effect) and simple tasks (medium effect) and supports learners with lower and higher expertise alike. This work provides important empirical findings related to the effects of dynamic modeling and social cognitive theory that inform the design of writing and skill support systems for education. This paper demonstrates that social cognitive theory and dynamic modeling based on ML generalize outside of math and science domains to argumentative writing.
Next-generation IS research methods – towards a better understanding of complex and dynamic phenomena ... and generative AI as the elephant in the room.Blohm, Ivo; Miranda, Shaila; Ho, Shuk Ying; Leimeister, Jan Marco. In Journal of Information Technology (JIT), 40(2), pp. 102–121. 2025.
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Emerging phenomena like the increasing volume and variety of available data, machine learning techniques, and, most recently, Generative AI are reshaping our research practices, affording new research methods for testing and developing theory. In this editorial, we discuss our two major observations from running the ‘Next-generation IS Research Methods’ Special Issue: (1) the need for research methods that enhance our understanding of complex and dynamic phenomena and (2) Generative AI as (potential) productivity enhancer. We compile these observations into an organizing framework and discuss possibilities for applying Generative AI in the fields of qualitative, quantitative, and engaged research. We highlight challenges that might occur when applying Generative AI in research and shed light on the changing role of researchers in such settings of human–AI collaboration.
Improving Students’ Argumentation Skills Using Dynamic Machine-Learning–Based Modeling.Wambsganss, Thiemo; Janson, Andreas; Söllner, Matthias; Koedinger, Ken; Leimeister, Jan Marco. In Information Systems Research, 36(1), pp. 474–507. 2025.
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Argumentation is an omnipresent rudiment of daily communication and thinking. The ability to form convincing arguments is not only fundamental to persuading an audience of novel ideas but also plays a major role in strategic decision making, negotiation, and constructive, civil discourse. However, humans often struggle to develop argumentation skills, owing to a lack of individual and instant feedback in their learning process, because providing feedback on the individual argumentation skills of learners is time-consuming and not scalable if conducted manually by educators. Grounding our research in social cognitive theory, we investigate whether dynamic technology-mediated argumentation modeling improves students’ argumentation skills in the short and long term. To do so, we built a dynamic machine-learning (ML)–based modeling system. The system provides learners with dynamic writing feedback opportunities based on logical argumentation errors irrespective of instructor, time, and location. We conducted three empirical studies to test whether dynamic modeling improves persuasive writing performance more so than the benchmarks of scripted argumentation modeling (H1) and adaptive support (H2). Moreover, we assess whether, compared with adaptive support, dynamic argumentation modeling leads to better persuasive writing performance on both complex and simple tasks (H3). Finally, we investigate whether dynamic modeling on repeated argumentation tasks (over three months) leads to better learning in comparison with static modeling and no modeling (H4). Our results show that dynamic behavioral modeling significantly improves learners’ objective argumentation skills across domains, outperforming established methods like scripted modeling, adaptive support, and static modeling. The results further indicate that, compared with adaptive support, the effect of the dynamic modeling approach holds across complex (large effect) and simple tasks (medium effect) and supports learners with lower and higher expertise alike. This work provides important empirical findings related to the effects of dynamic modeling and social cognitive theory that inform the design of writing and skill support systems for education. This paper demonstrates that social cognitive theory and dynamic modeling based on ML generalize outside of math and science domains to argumentative writing.
Smart Public Displays: Einfluss von Anmeldeverfahren auf Technologieakzeptanz, Gebrauchstauglichkeit und Nutzungserlebnis.Wehr, F.; Beckers, L.; Schmidt, L. In HMD Praxis der Wirtschaftsinformatik, 62(4), pp. 854–868. 2025.
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In der vorgestellten Studie werden zwei Varianten eines Smart Public Displays mit personalisierten Fahrgastinformationen des öffentlichen Personennahverkehrs verglichen, die Gesichtserkennung und eine RFID-fähige Karte als Anmeldeverfahren zu einem interaktiven persönlichen Bereich nutzen. Zwei unterschiedliche Abstände einer umstehenden Person wurden ebenfalls berücksichtigt. Die Studie mit zwei Gruppen aus je 30 Probanden untersucht, ob sich das Anmeldeverfahren auf die Technologieakzeptanz, die Gebrauchstauglichkeit und das Nutzungserlebnis auswirkt. Die Technologieakzeptanz, die Gebrauchstauglichkeit und das Nutzungserlebnis schneiden beim Smart Public Display mit Anmeldung via Karte signifikant besser ab. Selbes gilt für die Teilskalen Neugierde, Nützlichkeit, Zugänglichkeit und Skepsis des verwendeten TUI-Fragebogens. Das Anmeldeverfahren via Karte scheint das geeignetere für den persönlichen Bereich eines Smart Public Displays mit personalisierten Fahrgastinformationen zu sein.
Designing Access?! Critical Reflections on Gender-specific Educational Initiatives in Computing.Bläsing, Lisa Marie; Draude, Claude. Gesellschaft für Informatik e.V., 2025.
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Enhancing legal writing skills: The impact of formative feedback in a hybrid intelligence learning environment.Weber, Florian; Wambsganss, Thiemo; Söllner, Matthias. In British Journal of Educational Technology, 56(2), pp. 650–677. 2025.
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Recent developments in artificial intelligence (AI) have significantly influenced educational technologies, reshaping the teaching and learning landscape. However, the notion of fully automating the teaching process remains contentious. This paper explores the concept of hybrid intelligence (HI), which emphasizes the synergistic collaboration between AI and humans to optimize learning outcomes. Despite the potential of AI-enhanced learning systems, their application in a human-AI collaboration system often fails to meet anticipated standards, and there needs to be more empirical evidence showcasing their effectiveness. To address this gap, this study investigates whether formative feedback in an HI learning environment helps law students learn from their errors and write more structured and persuasive legal texts. We conducted a field experiment in a law course to analyse the impact of formative feedback on the exam results of 43 law students, as well as on the writer (students), the writing product and the writing process. In the control group, students received feedback conforming to the legal common practice, where they solved legal problems and subsequently received general feedback from a lecturer based on a sample solution. Students in the treatment group were provided with formative feedback that specifically targeted their individual errors, thereby stimulating internal cognitive processes within the students. Our investigation revealed that participants who were provided with formative feedback rooted in their errors within structured and persuasive legal writing outperformed the control group in producing qualitative, better legal text during an exam. Furthermore, the analysed qualitative student statements also suggest that formative feedback promotes students' self-efficacy and self-regulated learning. Our findings indicate that integrating formative feedback rooted in individual errors enhances students' legal writing skills. This underscores the hybrid nature of AI, empowering students to identify their errors and improve in a more self-regulated manner.

2024[ to top ]

The Ladder of Data Citizen Participation: A Sociotechnical Lens for Designing Democratic Digital Services in the Data Economy.Horn, Viktoria; Draude, Claude. In Interacting with Computers. Oxford University Press (OUP), 2024.
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Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research.Hille, Tobias; Stubbemann, Maximilian; Hanika, Tom. In Transactions on Machine Learning Research. 2024.
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Ordinal motifs in lattices.Hirth, Johannes; Horn, Viktoria; Stumme, Gerd; Hanika, Tom. In Information Sciences, 659, p. 120009. 2024.
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Neue Technologien für die Produktionsarbeit testen.Schmidt, L. In Industrie 4.0 & IIoT, 8(13), pp. 8–9. 2024.
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Das hessische Zukunftszentrum für menschzentrierte Künstliche Intelligenz in der Produktionsarbeit (Zukipro) unterstützt kleine und mittlere Unternehmen im digitalen Wandel und bietet praxisorientierte Beratung, Qualifizierung und Erprobungsmöglichkeiten digitaler Technologien. Im Digitallabor des Fachgebiets Mensch-Maschine-Systemtechnik der Universität Kassel können Unternehmen neue Technologien selbst testen.
Die Verordnung über die Transparenz und das Targeting politischer Werbung – ein Überblick.Panahi, T.; Schindler, S. In Kommunikation & Recht, pp. 621–626. 2024.
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Intelligente Unterstützung beim Erlernen des Gutachtenstils im rechtswissenschaftlichen Studium: Entwicklung und Evaluation eines KI-Systems für juristische Schreibkompetenz.Weber, Florian; Link, Hendrik; Hornung, Gerrit; Bachmann, Sarah; Söllner, Matthias. In Zeitschrift für Didaktik der Rechtswissenschaft, 11, pp. 336–348. 2024.
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Nachhaltiges Konsumieren im Anthropozän. Strukturelle Widersprüche, lebenspraktische Konflikte und die Zukunft der Verbraucherdemokratie.Lamla, Jörn. In Zeitschrift für Wirtschafts- und Unternehmensethik (zfwu), 25(1), pp. 7–27. 2024.
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Engaging Students through Interactive Learning Videos in Higher Education: Developing a Creation Process and Design Patterns for Interactive Learning Videos.Weinert, Tim; Benner, Dennis; Dickhaut, Ernestine; Janson, Andreas; Schöbel, Sofia; Leimeister, Jan Marco. In Communications of the AIS (CAIS), 55, pp. 475–506. 2024.
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The use of learning videos has grown dramatically in the last decades. However, there is also increasing criticism against the use of learning videos concerning the harmful effects on the learning process, such as a decrease in motivation, engagement, and learning success. Although interactive learning videos can be helpful in supporting students' learning process, the design of such videos is still challenging for instructional designers. To overcome these challenges, we follow a Design Science Research (DSR) approach and develop a design pattern-based process to support the development of interactive learning videos. To this end, we engage in multiple DSR cycles where we conduct a systematic literature review, collect practical and theoretical requirements, as well as develop and evaluate our artifact in two cycles. Finally, we codify our results into design patterns and a creation process for interactive learning videos. With our contribution, we make design knowledge for such learning materials accessible by including tangible and applicable practices during our interactive learning video creation process. Our contribution aims to support developers and educators in designing more effective learning videos.
The GDPR five years on. A retrospective from the viewpoint of consumers.Geminn, C.; Roßnagel, A. In Revue européenne de droit de la consommation / European Journal of Consumer Law, pp. 109–129. 2024.
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Individualrechte in der KI-Verordnung. Die Rechte auf Beschwerde und auf Erläuterung der Entscheidungsfindung im Einzelfall.Hornung, G. In Datenschutz und Datensicherheit, pp. 507–512. 2024.
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Nachhaltige Intelligenz–intelligente Nachhaltigkeit: Transdisziplinäre Forschungsperspektiven.Hornung, G.; Blättel-Mink, B.; Helmke, J. T.; Döben-Henisch, G.-D.; Lamla, J.; Limberger, V.; Ohde, F.; Reß, B.; Schrader, C.; Söllner, M. 2024.
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Nachhaltigkeit und Künstliche Intelligenz sind zwei der Megathemen unserer Zeit. Sie werfen schon je für sich komplexe Herausforderungen wissenschaftlicher und praktischer Art auf, die schon jetzt stark und immer weiter zunehmend Politik, Wirtschaft und Alltagsleben erfassen. Dem vorliegenden Whitepaper liegt die Überzeugung der Autor*innen zugrunde, dass wir trotz der jeweiligen Komplexität Nachhaltigkeit und Künstliche Intelligenz in ihren Wechselwirkungen beobachten und analysieren müssen, weil eine Trennung angesichts der vielfältigen Verflechtungen künstlich wäre und Gefahr liefe, wesentliche Problemlagen, aber auch Handlungsoptionen zu übersehen.
Richtlinie über die Resilienz kritischer Einrichtungen: neue Pflichten für Unternehmen und Umsetzungsbedarf in Deutschland.Hornung, G.; Muttach, J.-P.; Schaller, T. In Computer und Recht, pp. 229–237. 2024.
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It is the habit not the handle that affects tooth brushing - a randomised counterbalanced cross over study with young and healthy adults.Deinzer, Renate; Eidenhardt, Zdenka; Sohrabi, Keywan; Stenger, Manuel; Kraft, Dominik; Sick, Bernhard; Götz-Hahn, Franz; Bottenbruch, Carlotta; Berneburg, Nils; Weik, Ulrike. In BMC Oral Health, 24(1), p. 757. Springer, 2024.
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Objective To assess the effect of the toothbrush handle on video-observed toothbrushing behaviour and toothbrushing effectiveness. Methods This is a randomized counterbalanced cross-over study. N = 50 university students and employees brushed their teeth at two occasions, one week apart, using either a commercial ergonomically designed manual toothbrush (MT) or Brushalyze V1 (BV1), a manual toothbrush with a thick cylindrical handle without any specific ergonomic features. Brushing behaviour was video-analysed. Plaque was assessed at the second occasion immediately after brushing. Participants also rated their self-perceived oral cleanliness and directly compared the two brushes regarding their handling and compared them to the brushed they used at home. Results The study participants found the BV1 significantly more cumbersome than the M1 or their brush at home. (p < 0.05). However, correlation analyses revealed a strong consistency of brushing behavior with the two brushes (0.71 < r < 0.91). Means differed only slightly (all d < 0.36). These differences became statistically significant only for the brushing time at inner surfaces (d = 0.31 p = 0.03) and horizontal movements at inner surfaces (d = 0.35, p = 0.02). Plaque levels at the gingival margins did not differ while slightly more plaque persisted at the more coronal aspects of the crown after brushing with BV1 (d = 0.592; p 0.042). Discussion The results of the study indicate that the brushing handle does not play a major role in brushing behavior or brushing effectiveness.
Rechtliche und technische Herausforderungen von Privatheit in Big-Data-Verarbeitungssystemen.Hornung, G.; Schaller, T.; Selzer, A.; Stummer, S. In Kommunikation & Recht 2024, pp. 187–192. 2024.
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Weisfeiler–Lehman goes dynamic: An analysis of the expressive power of Graph Neural Networks for attributed and dynamic graphs.Beddar-Wiesing, Silvia; D’Inverno, Alessio; Graziani, Caterina; Lachi, Veronica; Moallemy-Oureh, Alice; Scarselli, Franco; Thomas, Josephine. In Neural Networks, 173, p. 106213. Elsevier, 2024.
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Graph Neural Networks (GNNs) are a large class of relational models for graph processing. Recent theoretical studies on the expressive power of GNNs have focused on two issues. On the one hand, it has been proven that GNNs are as powerful as the Weisfeiler–Lehman test (1-WL) in their ability to distinguish graphs. Moreover, it has been shown that the equivalence enforced by 1-WL equals unfolding equivalence. On the other hand, GNNs turned out to be universal approximators on graphs modulo the constraints enforced by 1-WL/unfolding equivalence. However, these results only apply to Static Attributed Undirected Homogeneous Graphs (SAUHG) with node attributes. In contrast, real-life applications often involve a much larger variety of graph types. In this paper, we conduct a theoretical analysis of the expressive power of GNNs for two other graph domains that are particularly interesting in practical applications, namely dynamic graphs and SAUGHs with edge attributes. Dynamic graphs are widely used in modern applications; hence, the study of the expressive capability of GNNs in this domain is essential for practical reasons and, in addition, it requires a new analyzing approach due to the difference in the architecture of dynamic GNNs compared to static ones. On the other hand, the examination of SAUHGs is of particular relevance since they act as a standard form for all graph types: it has been shown that all graph types can be transformed without loss of information to SAUHGs with both attributes on nodes and edges. This paper considers generic GNN models and appropriate 1-WL tests for those domains. Then, the known results on the expressive power of GNNs are extended to the mentioned domains: it is proven that GNNs have the same capability as the 1-WL test, the 1-WL equivalence equals unfolding equivalence and that GNNs are universal approximators modulo 1-WL/unfolding equivalence. Moreover, the proof of the approximation capability is mostly constructive and allows us to deduce hints on the architecture of GNNs that can achieve the desired approximation.
Augmentierung statt Automatisierung: Nachhaltigkeit in der Entwicklung von KI-Systemen aus der Mitarbeitendenperspektive.Reinhard, Philipp; Li, Mahei Manhai; Peters, Christoph; Leimeister, Jan Marco. In Forum Dienstleistungsmanagement, Sustainable Service Management, M. Bruhn; K. Hadwich (eds.). 2024.
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Examining the training design and training transfer of a boundary management training: A randomized controlled intervention study.Reinke, Kathrin; Ohly, Sandra. In Journal of Occupational and Organizational Psychology. 2024.
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Exploring 3D Object Detection for Autonomous Factory Driving: Advanced Research on Handling Limited Annotations with Ground Truth Sampling Augmentation.Reuse, Matthias; Amende, Karl; Simon, Martin; Sick, Bernhard. In Computer Sciences & Mathematics Forum, 9(1), p. 5. MDPI, 2024.
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Autonomously driving vehicles in car factories and parking spaces can represent a competitive advantage in the logistics industry. However, the real-world application is challenging in many ways. First of all, there are no publicly available datasets for this specific task. Therefore, we equipped two industrial production sites with up to 11 LiDAR sensors to collect and annotate our own data for infrastructural 3D object detection. These form the basis for extensive experiments. Due to the still limited amount of labeled data, the commonly used ground truth sampling augmentation is the core of research in this work. Several variations of this augmentation method are explored, revealing that in our case, the most commonly used is not necessarily the best. We show that an easy-to-create polygon can noticeably improve the detection results in this application scenario. By using these augmentation methods, it is even possible to achieve moderate detection results when only empty frames without any objects and a database with only a few labeled objects are used.
Hat der EuGH den Schufascore für unzulässig erklärt? Eine Bewertung aus der Perspektive des vorlegenden Gerichts und der Wissenschaft.Schild, H.-H.; Paal, B. P. In Privacy in Germany, pp. 90–97. 2024.
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Use IT again? Dynamic roles of habit, intention and their interaction on continued system use by individuals in utilitarian, volitional contexts.Söllner, M.; Mishra, A. N.; Becker, J. M.; Leimeister, J. M. In European Journal of Information Systems, 33(1), pp. 80–96. 2024.
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Annot-Mix: Learning with Noisy Class Labels from Multiple Annotators via a Mixup Extension.Herde, Marek; Lührs, Lukas; Huseljic, Denis; Sick, Bernhard. In arXiv e-prints, p. arXiv:2405.0338. 2024.
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Training with noisy class labels impairs neural networks' generalization performance. In this context, mixup is a popular regularization technique to improve training robustness by making memorizing false class labels more difficult. However, mixup neglects that, typically, multiple annotators, e.g., crowdworkers, provide class labels. Therefore, we propose an extension of mixup, which handles multiple class labels per instance while considering which class label originates from which annotator. Integrated into our multi-annotator classification framework annot-mix, it performs superiorly to eight state-of-the-art approaches on eleven datasets with noisy class labels provided either by human or simulated annotators. Our code is publicly available through our repository at this https://github.com/ies-research/annot-mix..
Peer Review Report For: Co-creation of the Digital Democracy and Data Commons Manifesto: alternative sociotechnical visions of data [version 2; peer review: 3 approved, 1 approved with reservations, 1 not approved].Draude, Claude. In Open Res Europe, 4(45). 2024.
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Mapping soft skills and further research directions for higher education: A bibliometric approach with structural topic modelling.Zahn, E.-M.; Schöbel, S.; Saqr, M.; Söllner, M. In Studies in Higher Education, pp. 1–21. 2024.
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The global landscape and labour market are rapidly evolving in the twenty-first century, requiring individuals to adapt flexibly to new situations. Soft skills, such as problem-solving and communication skills, are becoming increasingly important for preparing students in higher education for future job opportunities. We conducted a bibliometric analysis of 4,358 research studies with the aim of guiding future research and practice. We sought to answer the following research question: What research themes involving soft skills are discussed in the literature, and what further research avenues can inform us about teaching soft skills? Given the interdisciplinary, cross-cutting nature of soft skills, we analysed research from various fields to uncover the relevance of and relationships among different soft skill topics and to identify which soft skill topics are particularly important in higher education settings. To help researchers develop a holistic approach to soft skills education, we provide a summary of existing soft skills research and identify directions for future research. In addition, we outline the evolution of keyword clusters to illuminate the future directions. This approach facilitates a deeper and more nuanced exploration of the relevant concepts. Our research supports practitioners and fosters a better understanding of the meaning of soft skills and how they can be taught in higher education, especially in digital environments.
Die Verwaltung in der Pandemie. Bewältigungsstrategien in Japan und Deutschland.Geminn, C.; Terada, M.; Tatsumi, T. In Die Öffentliche Verwaltung, pp. 464–473. 2024.
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Capturing Nonlinear Electron Dynamics with Fully Characterised Attosecond X-ray Pulses.Funke, Lars; Ilchen, Markus; Dingel, Kristina; Mazza, Tommaso; Mullins, Terence; Otto, Thorsten; Rivas, Daniel; Savio, Sara; Serkez, Svitozar; Walter, Peter; Wieland, Niclas; Wülfing, Lasse; Bari, Sadia; Boll, Rebecca; Braune, Markus; Calegari, Francesca; De Fanis, Alberto; Decking, Winfried; Duensing, Andreas; Düsterer, Stefan; Ehresmann, Arno; Erk, Benjamin; Ferreira de Lima, Danilo Enoque; Galler, Andreas; Geloni, Gianluca; Grünert, Jan; Guetg, Marc; Grychtol, Patrik; Hans, Andreas; Held, Arne; Hindriksson, Ruda; Inhester, Ludger; Jahnke, Till; Laksman, Joakim; Larsson, Mats; Liu, Jia; Marangos, Jon P.; Marder, Lutz; Meier, David; Meyer, Michael; Mirian, Najmeh; Ott, Christian; Passow, Christopher; Pfeifer, Thomas; Rupprecht, Patrick; Schletter, Albert; Schmidt, Philipp; Scholz, Frank; Schott, Simon; Schneidmiller, Evgeny; Sick, Bernhard; Son, Sang-Kil; Tiedtke, Kai; Usenko, Sergey; Wanie, Vincent; Wurzer, Markus; Yurkov, Mikhail; Zhaunerchyk, Vitali; Helml, Wolfram. In arXiv e-prints, p. arXiv:2408.03858. 2024.
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Attosecond X-ray pulses are the key to studying electron dynamics at their natural time scale involving specific electronic states. They are promising to build the conceptual bridge between physical and chemical photo-reaction processes. Free-electron lasers have demonstrated their capability of generating intense attosecond X-ray pulses. However, harnessing them for time-resolving experiments and investigations of nonlinear X-ray absorption mechanisms remains a cutting-edge challenge. We have characterised X-ray pulses with durations of down to 700attoseconds and peak powers up to 200GW at ∼ 1keV photon energy via angular streaking at the SQS instrument of the European XFEL. As direct application, we present results of nonlinear X-ray-matter interaction via state-specific spectroscopy on a transient system. Using the derived spectral and temporal information of each pulse, we deliberately steer the probability for formation of double-core vacancies in neon gas atoms through excitation or ionisation of the second inner-shell electron after K-shell ionisation. Our results advance the field of attosecond science with highly intense and fully characterised X-ray pulses to the site-specific investigation of electronic motion in transient media.
Entrepreneurial Self-Efficacy and Team Processes: Unraveling the Dynamics in Early-Stage Ventures.Friedrichs, Juliane; Ohly, Sandra. In Academy of Management Proceedings, 2024(1), p. 18283. 2024.
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Deep Targeting: Zur Steigerung der Eingriffstiefe in die Erfahrungsspielräume des Sozialen.Ochs, Carsten. In Zeitschrift für Soziologie. 2024.
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Politisches Microtargeting – Rechtsfragen personalisierter politischer Werbung.Gilga, C.; Panahi, T.; Schindler, S. In Computer und Recht, pp. 416–424. 2024.
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Leading in times of crisis and remote work: perceived consideration leadership behavior and its effect on follower work engagement.Sedefoglu, Didem; Ohly, Sandra; Schmitt, Antje; Göritz, Anja S. In Frontiers in Organizational Psychology, 2, p. 1359541. 2024.
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Enhancing legal writing skills: The impact of formative feedback in a hybrid intelligence learning environment.Weber, Florian; Wambsganss, Thiemo; Söllner, Matthias. In British Journal of Educational Technology. 2024.
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Wiping out the limitations of Large Language Models - A Taxonomy for Retrieval Augmented Generation.Li, Mahei Manhai; Nikishina, Irina; Sevgili, Özge; Semmann, Martin. 2024.
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Current research on RAGs is distributed across various disciplines, and since the technology is evolving very quickly, its unit of analysis is mostly on technological innovations, rather than applications in business contexts. Thus, in this research, we aim to create a taxonomy to conceptualize a comprehensive overview of the constituting characteristics that define RAG applications, facilitating the adoption of this technology in the IS community. To the best of our knowledge, no RAG application taxonomies have been developed so far. We describe our methodology for developing the taxonomy, which includes the criteria for selecting papers, an explanation of our rationale for employing a Large Language Model (LLM)-supported approach to extract and identify initial characteristics, and a concise overview of our systematic process for conceptualizing the taxonomy. Our systematic taxonomy development process includes four iterative phases designed to refine and enhance our understanding and presentation of RAG’s core dimensions. We have developed a total of five meta-dimensions and sixteen dimensions to comprehensively capture the concept of Retrieval-Augmented Generation (RAG) applications. When discussing our findings, we also detail the specific research areas and pose key research questions to guide future information system researchers as they explore the emerging topics of RAG systems.
Hedonic Signals in Crowdfunding.Blohm, Ivo; Schulz, Moritz; Leimeister, Jan Marco. In Business & Information Systems Engineering (BISE), 66, pp. 757–775. 2024.
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This study draws on signaling theory to investigate the effect of hedonic signals in crowdfunding projects on funding performance. It compares the effect of hedonic signals across reward-, equity-, and donation-based crowdfunding platforms by combining archival data from 18 platforms and a large-scale panel of 64 experts that rate the strength of hedonic signals in 108 crowdfunding projects. Through the application of mixed linear modeling, the findings indicate a positive influence of stronger hedonic signals on funding performance. However, there are substantial differences across platform types. Increasing the strength of hedonic signals by one standard deviation increases funding performance by 28.9% on reward platforms, while there are no systematic effects on equity and donation platforms. This study contributes to existing crowdfunding research by clarifying the role of hedonic signals in crowdfunding and shedding light on the increasing need to better consider the characteristics of different crowdfunding platforms in crowdfunding research.
Conceptual Mapping of Controversies.Draude, Claude; Dürrschnabel, Dominik; Hirth, Johannes; Horn, Viktoria; Kropf, Jonathan; Lamla, Jörn; Stumme, Gerd; Uhlmann, Markus. In Conceptual Knowledge Structures, 14914, I. P. Cabrera; S. Ferré; S. Obiedkov (eds.), pp. 201–216. Springer Nature Switzerland, Cham, 2024.
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With our work, we contribute towards a qualitative analysis of the discourse on controversies in online news media. For this, we employ Formal Concept Analysis and the economics of conventions to derive conceptual controversy maps. In our experiments, we analyze two maps from different news journals with methods from ordinal data science. We show how these methods can be used to assess the diversity, complexity and potential bias of controversies. In addition to that, we discuss how the diagrams of concept lattices can be used to navigate between news articles.
Stairway to heaven or highway to hell: A model for assessing cognitive automation use cases.Engel, Christian; Elshan, Edona; Ebel, Philipp; Leimeister, Jan Marco. In Journal of Information Technology (JIT), 39(1), pp. 94–122. 2024.
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Cognitive automation (CA) moves beyond rule-based business process automation to target cognitive knowledge and service work. This allows the automation of tasks and processes, for which automation seemed unimaginable a decade ago. To organizations, these CA use cases offer vast opportunities to gain a significant competitive advantage. However, CA imposes novel challenges on organizations’ decisions regarding the automation potential of use cases, resulting in low adoption and high project failure rates. To counteract this, we draw on an action research study with a leading European manufacturing company to develop and test a model for assessing use cases’ amenability to CA. The proposed model comprises four dimensions: cognition, data, relationship, and transparency requirements. The model proposes that a use case is less (more) amenable to CA if these requirements are high (low). To account for the model’s industry-agnostic generalizability, we draw on an internal evaluation within the action research company and three additional external evaluations undertaken by independent project teams in three distinct industries. From a practice perspective, the model will help organizations make more informed decisions in selecting use cases for CA and planning their respective initiatives. From a research perspective, the identified determinants affecting use cases’ amenability to CA will enhance our understanding of CA in particular and artificial intelligence as the driving force behind CA in general.
PrOuD: Probabilistic Outlier Detection Solution for Time Series Analysis on Real-world Photovoltaic Inverters.He, Yujiang; Huang, Zhixin; Vogt, Stephan; Sick, Bernhard. In Energies (MDPI), 17(1), p. 64. MDPI, 2024.
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Anomaly detection methods applied to time series are mostly viewed as a black box, which solely provides a deterministic answer to the detected target. Without a convincing explanation, domain experts can hardly trust the detection results and conduct a further time series diagnosis in real-world applications. To overcome the challenge, we mathematically analyzed the sources of anomalies and novelties in multivariate time series as well as their relationships from the perspective of Gaussian-distributed non-stationary noise. Furthermore, we proposed mathematical methods to generate artificial time series and synthetic anomalies, with the goal of solving the problem that it is difficult to train and evaluate models in real-world applications due to the lack of sufficient data. In addition, we designed extbfProbabilistic extbfOutlier extbfDetection (PrOuD), which is a general solution to provide interpretable detection results to assist domain experts in time series analysis. PrOuD can convert a predictive uncertainty of a trained model about a time series value into an estimated uncertainty of the detected outlier through Monte Carlo Estimation. The experimental results obtained on both artificial time series and real-world photovoltaic inverter data demonstrated that the proposed solution could detect emerging anomalies accurately and quickly. The implemented PrOuD demo case shows the potential to makes the detection results of the existing detection methods more convincing so that domain experts can more efficiently complete their tasks, such as time series diagnosis and anomalous pattern clustering.
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation.Heidecker, Florian; El-Khateeb, Ahmad; Bieshaar, Maarten; Sick, Bernhard. In arXiv e-prints, p. arXiv:2404.11266. 2024.
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The operating environment of a highly automated vehicle is subject to change, e.g., weather, illumination, or the scenario containing different objects and other participants in which the highly automated vehicle has to navigate its passengers safely. These situations must be considered when developing and validating highly automated driving functions. This already poses a problem for training and evaluating deep learning models because without the costly labeling of thousands of recordings, not knowing whether the data contains relevant, interesting data for further model training, it is a guess under which conditions and situations the model performs poorly. For this purpose, we present corner case criteria based on the predictive uncertainty. With our corner case criteria, we are able to detect uncertainty-based corner cases of an object instance segmentation model without relying on ground truth (GT) data. We evaluated each corner case criterion using the COCO and the NuImages dataset to analyze the potential of our approach. We also provide a corner case decision function that allows us to distinguish each object into True Positive (TP), localization and/or classification corner case, or False Positive (FP). We also present our first results of an iterative training cycle that outperforms the baseline and where the data added to the training dataset is selected based on the corner case decision function.
Casimir Effect in MEMS: Materials, Geometries, and Metrologies—A Review.Elsaka, Basma; Yang, Xiaohui; Kästner, Philipp; Dingel, Kristina; Sick, Bernhard; Lehmann, Peter; Buhmann, Stefan Yoshi; Hillmer, Hartmut. In Materials, 17(14), p. 3393. 2024.
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Casimir force densities, i.e., force per area, become very large if two solid material surfaces come closer together to each other than 10 nm. In most cases, the forces are attractive. In some cases, they can be repulsive depending on the solid materials and the fluid medium in between. This review provides an overview of experimental and theoretical studies that have been performed and focuses on four main aspects: (i) the combinations of different materials, (ii) the considered geometries, (iii) the applied experimental measurement methodologies and (iv) a novel self-assembly methodology based on Casimir forces. Briefly reviewed is also the influence of additional parameters such as temperature, conductivity, and surface roughness. The Casimir effect opens many application possibilities in microelectromechanical systems (MEMS) and nanoelectromechanical systems (NEMS), where an overview is also provided. The knowledge generation in this fascinating field requires interdisciplinary approaches to generate synergetic effects between technological fabrication metrology, theoretical simulations, the establishment of adequate models, artificial intelligence, and machine learning. Finally, multiple applications are addressed as a research roadmap.
Physiological data for affective computing in HRI with anthropomorphic service robots: the AFFECT-HRI data set.Heinisch, Judith S; Kirchhoff, Jérôme; Busch, Philip; Wendt, Janine; von Stryk, Oskar; David, Klaus. In Scientific Data, 11(1), p. 333. 2024.
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“Dear Manager, now I know what you expect”: Examining availability ambiguity in two studies.Heissler, Clara; Ohly, Sandra; Kern, Marcel. In German Journal of Human Resource Management, 38(3), pp. 259–282. 2024.
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Lootboxen in Videospielen aus jugendschutzrechtlicher Perspektive - Wie kann das Jugendschutzrecht seinem Namen gerecht werden?Helmke, J. T. In Computer und Recht, pp. 254–261. 2024.
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Capturing artificial intelligence applications’ value proposition in healthcare – a qualitative research study.Hennrich, Jasmin; Ritz, Eva; Hofmann, Peter; Urbach, Nils. In Capturing artificial intelligence applications’ value proposition in healthcare – a qualitative research study, 2024. 2024.
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Artificial intelligence (AI) applications pave the way for innovations in the healthcare (HC) industry. However, their adoption in HC organizations is still nascent as organizations often face a fragmented and incomplete picture of how they can capture the value of AI applications on a managerial level. To overcome adoption hurdles, HC organizations would benefit from understanding how they can capture AI applications’ potential. We conduct a comprehensive systematic literature review and 11 semi-structured expert interviews to identify, systematize, and describe 15 business objectives that translate into six value propositions of AI applications in HC. Our results demonstrate that AI applications can have several business objectives converging into risk-reduced patient care, advanced patient care, self-management, process acceleration, resource optimization, and knowledge discovery. We contribute to the literature by extending research on value creation mechanisms of AI to the HC context and guiding HC organizations in evaluating their AI applications or those of the competition on a managerial level, to assess AI investment decisions, and to align their AI application portfolio towards an overarching strategy.
Datenverarbeitung bei Ordnungswidrigkeitenverfahren (OWi-Verfahren) – eine kritische Überlegung zu den (fehlenden) Rechtsgrundlagen.Schild, H.-H. In Datenschutz Nachrichten, pp. 206–209. 2024.
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Location based Probabilistic Load Forecasting of EV Charging Sites: Deep Transfer Learning with Multi-Quantile Temporal Convolutional Network.Ali, Mohammad Wazed; Mustafa, Mohammed Asif bin; Shuvo, Md. Aukerul Moin; Sick, Bernhard. In arXiv e-prints, p. arXiv:2409.11862. 2024.
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Electrification of vehicles is a potential way of reducing fossil fuel usage and thus lessening environmental pollution. Electric Vehicles (EVs) of various types for different transport modes (including air, water, and land) are evolving. Moreover, different EV user groups (commuters, commercial or domestic users, drivers) may use different charging infrastructures (public, private, home, and workplace) at various times. Therefore, usage patterns and energy demand are very stochastic. Characterizing and forecasting the charging demand of these diverse EV usage profiles is essential in preventing power outages. Previously developed data-driven load models are limited to specific use cases and locations. None of these models are simultaneously adaptive enough to transfer knowledge of day-ahead forecasting among EV charging sites of diverse locations, trained with limited data, and cost-effective. This article presents a location-based load forecasting of EV charging sites using a deep Multi-Quantile Temporal Convolutional Network (MQ-TCN) to overcome the limitations of earlier models. We conducted our experiments on data from four charging sites, namely Caltech, JPL, Office-1, and NREL, which have diverse EV user types like students, full-time and part-time employees, random visitors, etc. With a Prediction Interval Coverage Probability (PICP) score of 93.62%, our proposed deep MQ-TCN model exhibited a remarkable 28.93% improvement over the XGBoost model for a day-ahead load forecasting at the JPL charging site. By transferring knowledge with the inductive Transfer Learning (TL) approach, the MQ-TCN model achieved a 96.88% PICP score for the load forecasting task at the NREL site using only two weeks of data.
Lawfulness by design – development and evaluation of lawful design patterns to consider legal requirements.Dickhaut, E.; Janson, A.; Söllner, M.; Leimeister, J. M. In Eur. J. Inf. Syst., 33(4), pp. 441–468. 2024.
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Towards Effective AI-Driven Reading Assistants: A Design Science Exploration. Thirty-Second European Conference on Information Systems.Hänel, Martin; Wambsganss, Thiemo; Söllner, Matthias. ECIS 2024 Proceedings, 2024.
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Recent advancements in AI have led to the introduction of tools that support researchers in scientific reading. Tools such as SciSpace have come to the forefront to assist users in reading scientific texts. However, there is an insufficient theoretical foundation on how to design these reading assistants as well as no evidence of their effects, especially given the recent progress. Specifically, past literature lacks insights on evaluated user requirements and design principles for the design of computer-assisted reading systems. Addressing these challenges, we draw on Design Science Research (DSR) to derive and evaluate a set of five design principles for computer-assisted reading systems. Building on flow theory as our theoretical lens, we develop and perform a first proof-of-concept evaluation of a prototypical implementation of our principles as a computer-assisted reading artifact. Our design principles support researchers and practitioners on how to design, evaluate, and compare their AI-reading tools more effectively.
Enhancing Multi-Objective Optimization through Machine Learning-Supported Multiphysics Simulation.Botache, Diego; Decke, Jens; Ripken, Winfried; Dornipati, Abhinay; Götz-Hahn, Franz; Ayeb, Mohamed; Sick, Bernhard. In arXiv e-prints, p. arXiv:2309.13179v2. 2024.
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This paper presents a methodological framework for training, self-optimising, and self-organising surrogate models to approximate and speed up multiobjective optimisation of technical systems based on multiphysics simulations. At the hand of two real-world datasets, we illustrate that surrogate models can be trained on relatively small amounts of data to approximate the underlying simulations accurately. Including explainable AI techniques allow for highlighting feature relevancy or dependencies and supporting the possible extension of the used datasets. One of the datasets was created for this paper and is made publicly available for the broader scientific community. Extensive experiments combine four machine learning and deep learning algorithms with an evolutionary optimisation algorithm. The performance of the combined training and optimisation pipeline is evaluated by verifying the generated Pareto-optimal results using the ground truth simulations. The results from our pipeline and a comprehensive evaluation strategy show the potential for efficiently acquiring solution candidates in multiobjective optimisation tasks by reducing the number of simulations and conserving a higher prediction accuracy, i.e., with a MAPE score under 5% for one of the presented use cases.
Systeme zur Angriffserkennung nach dem neuen EU-Cybersicherheitsrahmen – Hochrisiko-Systeme der KI-Verordnung?Kohpeiß, M.; Schaller, T. In Computer und Recht, pp. 22–29. 2024.
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Disentangling the influence of mobile learning usability and its determinants–PLS-SEM and importance-performance investigation.Janson, Andreas; Ernst, Sissy-Josefina. In Computers and Education Open (CAEO), 7(December). 2024.
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Today, numerous mobile learning applications are used to enable learning during the working process or on-the-go. However, few insights that are available regarding mobile application usability (MAU) and its determinants in the context of mobile learning. More specifically, there is a critical need to disentangle the determinants of MAU and their overall impact on MAU while also acknowledging the possible motivational consequences. Therefore, we developed a theoretical model of MAU, its determinants, and its consequences. By utilizing a free simulation experiment, we investigated the role of MAU in the domain of mobile learning. We used structural equation modeling to analyze the theoretical model. The results show a significant influence of MAU on mobile learning compatibility, performance expectancy, and self-efficacy. The results also indicate that compatibility acts as a partial mediator of usability on performance expectancy. Finally, we conducted an importance-performance analysis that reveals key usability insights: UI output, the most critical factor, underperforms, highlighting a major improvement area. UI structure and application design also need enhancement. In contrast, UI input and application utility perform well despite lower importance, with UI graphics showing adequate performance despite being least crucial. The present paper contributes to the discussion concerning MAU and its impact on mobile learning, while delivering formative insights of MAU for mobile learning applications.
Die zuständige Datenschutzaufsichtsbehörde für die Justiz.Schild, H.-H. In Datenschutz Nachrichten, pp. 16–20. 2024.
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Einschränkung des Unterrichtungsanspruchs des Personalrats bei Übermittlung sensibler Gesundheitsdaten unter Namensnennung, Anmerkung zu VGH Hessen, Beschluss v. 7.3.2024 – 22 A 2036/19.PV.Schild, H.-H. In ZfPR online, (10/24), pp. 4–10.ma. 2024.
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A guide for structured literature reviews in business research: The state-of-the-art and how to integrate generative artificial intelligence.Tingelhoff, Fabian; Brugger, Micha; Leimeister, Jan Marco. In Journal of Information Technology (JIT), pp. 1–23. 2024.
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Generative arti cial intelligence (Gen.AI) is capable of signi cantly improving the breadth and depth of structured literature reviews (SLRs). However, its inclusion raises essential questions regarding the review’s methodology, quality, and ethical implications. Previous research predominantly focused on the capabilities and limitations of Gen.AI to establish guidelines for research practices. However, the rapid evolution of Gen.AI often outpaces the publication of methodological papers. In response, our study adopts a criteria-centric approach, scrutinizing the scienti c quality standards that Gen.AI must meet. In other words, instead of discussing what Gen.AI can and cannot do, we discuss what we should allow Gen.AI to do, irrespective of its capabilities. Our study informs researchers in the art and science of SLRs. First, we analyze the established state-of-the-art processes and associated quality standards in SLRs. From this, we synthesize a uni ed process and criterion set, not only underpinning a comprehensive understanding of the extant SLR methodologies but also serving as the foundational framework for integrating Gen.AI. Second, we delineate the specific scenarios conducive to incorporating Gen.AI into this fundamental framework, as well as situations where its integration may not be suitable. Our contribution is further solidi ed by providing a detailed, step-by-step guide—akin to a“cooking recipe”—to effectively integrate Gen.AI in SLRs, ensuring adherence to established quality criteria.
Employee acceptance of digital transformation strategies: A paradox perspective.Klein, S. P.; Spieth, P.; Söllner, M. In Journal of Product Innovation Management, 41(5), pp. 999–1021. 2024.
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The Diffusion of the Metaverse: How YouTube Influencers Shape Mass Adoption.Tingelhoff, Fabian; Klug, Sebastian; Elshan, Edona. In California Management Review (CMR), 66(4), pp. 23–50. 2024.
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The metaverse, although yet to be fully realized, offers a compelling vision: a scalable and interoperable ecosystem of virtual worlds that can be simultaneously accessed by multiple users using continuous, user-generated, and embodied identities (i.e., avatars). Since the metaverse will likely achieve widespread user adoption once innovators and early adopters recognize its values, it must evolve in a direction that appeals to these groups. However, it remains unsure what aspects of the metaverse innovators perceive as opportunities and challenges when engaging with early adopters. This article describes the opinions of users who influence the metaverse’s mass adoption, clarifying their perception of what already works well, holds high potential, and presents challenges. By synthesizing and critically evaluating this information, the article offers guidance for the future development and use of the metaverse and provides insights concerning its diffusion in society.
Systematic Evaluation of Uncertainty Calibration in Pretrained Object Detectors.Huseljic, Denis; Herde, Marek; Hahn, Paul; Müjde, Mehmet; Sick, Bernhard. In International Journal of Computer Vision, 133(3), pp. 1033–1047. Springer, 2024.
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In the field of deep learning based computer vision, the development of deep object detection has led to unique paradigms (e.g., two-stage or set-based) and architectures (e.g., Faster-RCNN or DETR) which enable outstanding performance on challenging benchmark datasets. Despite this, the trained object detectors typically do not reliably assess uncertainty regarding their own knowledge, and the quality of their probabilistic predictions is usually poor. As these are often used to make subsequent decisions, such inaccurate probabilistic predictions must be avoided. In this work, we investigate the uncertainty calibration properties of different pretrained object detection architectures in a multi-class setting. We propose a framework to ensure a fair, unbiased, and repeatable evaluation and conduct detailed analyses assessing the calibration under distributional changes (e.g., distributional shift and application to out-of-distribution data). Furthermore, by investigating the influence of different detector paradigms, post-processing steps, and suitable choices of metrics, we deliver novel insights into why poor detector calibration emerges. Based on these insights, we are able to improve the calibration of a detector by simply finetuning its last layer.
AI Literacy and its Implications for Prompt Engineering Strategies.Knoth, Nils; Tolzin, Antonia; Janson, Andreas; Leimeister, Jan Marco. In Computers and Education: Artificial Intelligence, 6(June). 2024.
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Artificial intelligence technologies are rapidly advancing. As part of this development, large language models (LLMs) are increasingly being used when humans interact with systems based on artificial intelligence (AI), posing both new opportunities and challenges. When interacting with LLM-based AI system in a goal-directed manner, prompt engineering has evolved as a skill of formulating precise and well-structured instructions to elicit desired responses or information from the LLM, optimizing the effectiveness of the interaction. However, research on the perspectives of non-experts using LLM-based AI systems through prompt engineering and on how AI literacy affects prompting behavior is lacking. This aspect is particularly important when considering the implications of LLMs in the context of higher education. In this present study, we address this issue, introduce a skill-based approach to prompt engineering, and explicitly consider the role of non-experts' AI literacy (students) in their prompt engineering skills. We also provide qualitative insights into students’ intuitive behaviors towards LLM-based AI systems. The results show that higher-quality prompt engineering skills predict the quality of LLM output, suggesting that prompt engineering is indeed a required skill for the goal-directed use of generative AI tools. In addition, the results show that certain aspects of AI literacy can play a role in higher quality prompt engineering and targeted adaptation of LLMs within education. We, therefore, argue for the integration of AI educational content into current curricula to enable a hybrid intelligent society in which students can effectively use generative AI tools such as ChatGPT.
Werten und Bewerten (Literaturbesprechung: Krüger, Anne K., Soziologie des Wertens und Bewertens. Einsichten. Themen der Soziologie (utb). Bielefeld: transcript 2022).Kropf, J. In Kölner Zeitschrift für Soziologie und Sozialpsychologie, 76(2), pp. 233–236. 2024.
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Qualitative Insights into Organizational Value Creation: Decoding Characteristics of Metaverse Platforms.Tingelhoff, Fabian; Schultheiss, Raphael; Schöbel, Sofia Marlena; Leimeister, Jan Marco. In Information Systems Frontiers (ISF), pp. 1–20. 2024.
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The significance of metaverse platforms is growing in both research and practical applications. To utilize the chances and opportunities metaverse platforms offer, research and practice must understand how these platforms create value, which has not been adequately explored. Our research explores the characteristics of metaverse platforms that facilitate value creation for organizations in both B2B and B2C sectors. Employing a qualitative inductive approach, we conducted 15 interviews with decision-makers from international corporations active in the metaverse. We identified 26 metaverse platform characteristics, which we categorized into six dimensions based on the DeLone and McLean Information Systems success model. Subsequently, we provide examples to illustrate the application of these identified characteristics within metaverse platforms. This study contributes to the academic discourse by uncovering the characteristics that shape the competitive landscape of emerging metaverse platforms. Leveraging these characteristics may offer metaverse providers a competitive edge in attracting complementary organizations to their platforms.
Scorewert der SCHUFA als automatisierte Entscheidung nach Art. 22 DS-GVO, Anmerkung zu EuGH, Urteil vom 7.12.2023 – C-634/21.Schild, H.-H. In Zeitschrift für Datenschutz, pp. 157–166. 2024.
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Value Creation in the Information Economy: Shaping the Triad of AI, Service, and Human Work.Roth, Angela; Benz, Carina; Wilga, Matthäus; Hottum, Peter; Langes, Barbara; Lewandowski, Tom; Peters, Christoph; Satzger, Gerhard. In Journal of Service Management Research (SMR). 2024.
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Die Verarbeitung von Beschäftigtendaten in Systemen zur Angriffserkennung.Schaller, T.; Schild, H.-H. In Neue Zeitschrift für Arbeitsrecht, pp. 505–513. 2024.
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How a Swiss luxury retailer implements process mining to improve data-driven customer excellence.Ritz, Eva; Joas, Adrian; Wambsganss, Thiemo; Rietsche, Roman; Leimeister, Jan Marco. In Journal of Information Technology Teaching Cases, pp. 1–9. 2024.
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The Interplay of Uncertainty Modeling and Deep Active Learning: An Empirical Analysis in Image Classification.Huseljic, Denis; Herde, Marek; Nagel, Yannick; Rauch, Lukas; Strimaitis, Paulius; Sick, Bernhard. In Transactions on Machine Learning Research. 2024.
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Deep active learning (AL) seeks to reduce the annotation costs required for training deep neural networks (DNNs). Often, deep AL strategies focus on instances where the predictive uncertainty of a DNN is high. Furthermore, Bayesian concepts to model uncertainty are frequently adopted. Despite considerable research, a detailed analysis of the role of uncertainty in deep AL is still missing, especially regarding aleatoric and epistemic uncertainty, both related to predictive uncertainty. This article provides an in-depth empirical study analyzing the interplay of uncertainty and deep AL in image classification. Our study investigates four hypotheses that provide an intuitive understanding of the effects of accurately estimating aleatoric and epistemic uncertainty on existing uncertainty-based AL strategies but also, in the opposite direction, the impact of uncertainty-based AL on the quality of uncertainty estimates that are needed in many applications. By analyzing these hypotheses on synthetic and real-world data, we find that accurate aleatoric estimates can even impair instance selection, while accurate epistemic estimates have negligible effects. Moreover, we provide a publicly available toolbox for deep AL with various models and strategies to facilitate further research and practical applications. Code is available at https://github.com/dhuseljic/dal-toolbox.
Drowning in emails: investigating email classes and work stressors as antecedents of high email load and implications for well-being.Kern, Marcel; Ohly, Sandra; Duranova, Lenka; Friedrich, Juliane. In Frontiers in Psychology, 15. 2024.
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Öffentliche Register im Internet und Datenschutz.Johannes, P.C. In Der Betrieb, pp. 2947–2950. 2024.
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Divergent selection in a Mediterranean pine on local spatial scales.Budde, Katharina B.; Rellstab, Christian; Heuertz, Myriam; Gugerli, Felix; Hanika, Tom; Verdú, Miguel; Pausas, Juli G.; González-Martínez, Santiago C. In Journal of Ecology, 112(2). 2024.
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Abstract The effects of selection on an organism's genome are hard to detect on small spatial scales, as gene flow can swamp signatures of local adaptation. Therefore, most genome scans to detect signatures of environmental selection are performed on large spatial scales; however, divergent selection on the local scale (e.g. between contrasting soil conditions) has also been demonstrated, in particular for herbaceous plants. Here, we hypothesised that in topographically complex landscapes, microenvironment variability is strong enough to leave a selective footprint in the genomes of long-lived organisms. To test this, we investigated paired south- versus north-facing Pinus pinaster stands on the local scale, with trees growing in close vicinity (≤820 m distance between paired south- and north-facing stands), in a Mediterranean mountain area. While trees on north-facing slopes experience less radiation, trees on south-facing slopes suffer from especially harsh conditions, particularly during the dry summer season. Two outlier analyses consistently revealed five putatively adaptive loci (out of 4034), in candidate genes two of which encoded non-synonymous substitutions. Additionally, one locus showed consistent allele frequency differences in all three stand pairs indicating divergent selection despite high gene flow on the local scale. Permutation tests demonstrated that our findings were robust. Functional annotation of these candidate genes revealed biological functions related to abiotic stress response, such as water availability, in other plant species. Synthesis. Our study highlights how divergent selection in heterogeneous microenvironments shapes and maintains the functional genetic variation within populations of long-lived forest tree species, being the first to focus on adaptive genetic divergence between south- and north-facing slopes within continuous forest stands. This is especially relevant in the current context of climate change, as this variation is at the base of plant population responses to future climate.
Open Web Index im Lichte des Digital Services Act: Voraussetzungen – Grenzen – Rechtsfolgen.Nebel, M.; Johannes, P. C. In Zeitschrift für das Recht der Digitalisierung, Datenwirtschaft und IT (MMR), pp. 1010–1016. 2024.
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DS-GVO gilt auch für Untersuchungsausschüsse, Anmerkung zu EuGH, Urteil vom 16.1.2024 – C-33/22.Schild, H.-H. In Zeitschrift für Datenschutz, pp. 269–273. 2024.
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Behavior Change Techniques in Digital Interventions for Health Behavior Change: A Taxonomy of Popular Mobile Applications.Meywirth, Sophia; Söllner, Matthias. AIS Electronic Library, 2024.
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Health behavior change interventions can support individuals in establishing habits beneficial to their health. Hence, they can help to prevent diseases and reduce mortality caused by unhealthy behaviors. The delivery of such interventions through mobile phones is promising. We developed a taxonomy of popular mobile applications for health behavior change, identifying the intervention’s aim and applied behavior change techniques. We classified 63 popular mobile applications according to our taxonomy. Thereby identifying the most prevalent behavior change techniques and combinations of the application’s aim and applied behavior change techniques. This result can be used to inform the design of future applications.
Informationsanspruch der Personalvertretung nach IFG/Beteiligungsfähigkeit, Anmerkung zu OVG Berlin-Brandenburg, Beschluss v. 11.1.2024, 12 N 71/22.Schild, H.-H. In ZfPR, pp. 36–38. 2024.
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Improving Students’ Argumentation Skills Using Dynamic Machine-Learning–Based Modeling.Wambsganss, T.; Janson, A.; Söllner, M.; Koedinger, K.; Leimeister, J. M. In Information Systems Research. 2024.
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Speicherdauer personenbezogener Daten in Wirtschaftsauskunfteien, Anmerkung zu EuGH, Urteil vom 7.12.2023 – C-26/22 und C-64/22.Schild, H.-H. In Zeitschrift für Datenschutz, pp. 166–173. 2024.
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Vorschlag der EU-Kommission zur Beschleunigung der Beschwerdeverfahren bei Grenzüberschreitungen.Schild, H.-H. In Datenschutz Nachrichten, pp. 13–16. 2024.
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Wirksamer gerichtlicher Rechtsbehelf gegen eine Aufsichtsbehörde – Eine Betrachtung grenzüberschreitender Fälle.Schild, H.-H. In Datenschutz Nachrichten, pp. 193–197. 2024.
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The Platformization of Media Structures as a Critical Juncture. A Pragmatist Perspective on Value Mediation by Journalistic Start-ups and Established Publishers.Uhlmann, Markus; Kropf, Jonathan; Horn, Viktoria; Draude, Claude; Lamla, Jörn. In medien & zeit. Kommunikation in Vergangenheit und Gegenwart, (2/2024), pp. 37–49. 2024.
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2023[ to top ]

Die Berliner „Kirchensteuer-Rasterfahndung“ auf dem (gerichtlichen) Prüfstand.Lorenz, L. In Die Öffentliche Verwaltung, 2023, pp. 55–66. 2023.
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Collaboration Engineering and Citizen Science for overcoming Sustainability Challenges.Zahn, Eva-Maria; Söllner, Matthias; Ohde, Franziska; Blättel-Mink, Birgit. 2023.
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One of the biggest challenges of our time is ensuring sustainability on an ecological, social, and economic level. Therefore, the United Nations created 17 Sustainable Development Goals (SDGs). These goals can only be achieved if a diverse group of stakeholders and citizens worldwide manages to formulate, understand, and negotiate competing interests and collaborate toward general welfare. Based on research on collaboration, it is evident that effective collaboration, especially when many different interests are involved, most likely not happens spontaneously. Research on collaboration engineering focuses on designing well-structured, effective, and repeatable collaboration processes to achieve a collaborative outcome. While collaboration engineering initially focused on smaller and mostly synchronous collaboration settings, recent research extends this perspective towards more extensive and more diverse groups and asynchronous settings (in time and place) based on novel technological possibilities. Consequently, we motivate and outline the development of an IT-based collaboration process that leverages the potential of citizen collaboration in the context of SDG 12-sustainable consumption and production.
Learning Analytics nach Satzung, Rechtssicherer Einsatz durch Hochschulen.Johannes, Paul C.; Geminn, C. L.; Nebel, M. In Datenschutz und Datensicherheit, pp. 715–720. 2023.
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How to Support Students’ Self-Regulated Learning in Times of Crisis: An Embedded Technology-Based Intervention in Blended Learning Pedagogies.Ritz, Eva; Rietsche, Roman; Leimeister, Jan Marco. In Academy of Management Learning & Education (AMLE), 22(3), pp. 357–382. 2023.
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With the increasing prevalence of technology-enhanced learning environments, self-regulated learning (SRL) has become a crucial skill for management students and graduates in the 21st century. Self-regulated learners can take control of their own learning process by setting learning objectives and selecting appropriate learning strategies. As a result of the recent COVID-19 crisis, universities were compelled to shift to online course delivery, which greatly reduced social interaction between educators and learners and challenged educators’ feedback practices. To address this issue, we developed and embedded a technology-based intervention with temporal-proximate and regular formative feedback assessments in a large-scale management course to promote graduate students’ SRL practices. We evaluated the intervention in a quasi-experiment, which found that students with the embedded SRL intervention had higher self-assessment and learning outcome scores and lower absolute self-assessment deviation. Our study makes at least three contributions. First, we shed light on students’ SRL strategies in times of emergency remote learning, highlighting their extensive need for social support and comparison. Second, we extend the literature on SRL and social-cognitive theory by unveiling a hidden effect when embedding temporal-proximate and regular interventions. Third, we contribute an empirically evaluated intervention to foster students’ SRL in blended learning and online pedagogies.
Indien: Der neue Digital Personal Data Protection Act.Geminn, Christian. In ZD-Aktuell, (19, 01404). 2023.
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Weiterleitung von Daten der Jugendhilfe eines unbegleiteten minderjährigen Flüchtlings im Rahmen des Asylverfahrens, Anmerkung zu VG München, Urt. v. 22.9.2022 – M 10 K 21.30727.Lorenz, L. In Neue Zeitschrift für Familienrecht, 2023, p. 335. 2023.
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Das vietnamesische Datenschutzrecht – Neuerungen durch das Dekret Nr. 13/2023/ND-CP.Geminn, Christian; Pham, Thi Thanh Huong. In Zeitschrift für Datenschutz, (8), pp. 440–446. 2023.
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Power blackout: Citizens’ contribution to strengthen urban resilience.Knodt, M.; Stöckl, A.; Steinke, F.; Pietsch, M.; Hornung, G.; Stroscher, J.-P. In Energy Policy, 2023(174), p. 113433. 2023.
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Australien: Neue Befugnisse der Datenschutzaufsicht.Geminn, Christian. In ZD-Aktuell, (3, 01052). 2023.
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Die „ePA für alle“ zwischen Gesundheits- und Datenschutz (Teil 1) – Das für die elektronische Patientenakte angekündigte opt-out-Modell auf dem verfassungs- und EU-datenschutzrechtlichen Prüfstand.Lorenz, L. In Zeitschrift für Gesundheit und Pflege, 2023, pp. 132–154. 2023.
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A Value Co-Creation Perspective on Data Labeling in Hybrid Intelligence Systems: A Design Study.Li, Mahei Manhai; Reinhard, Philipp; Oeste-Reiss, Sarah; Peters, Christoph; Leimeister, Jan Marco. In Information Systems (IS), p. 102311. 2023.
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The adoption of innovative technologies confronts IT-Service-Management (ITSM) with an increasing volume and variety of requests. Artificial intelligence (AI) possesses the potential to augment customer service employees. However, the training data for AI systems are annotated by domain experts with little interest in labeling correctly due to their limited perceived value. Ultimately, insufficient labeled data leads to diminishing returns in AI performance. Following a design science research approach, we provide a novel human-in-the-loop (HIL) design for ITSM support ticket recommendations by incorporating a value co-creation perspective. The design incentivizes ITSM agents to provide labels during their everyday ticket-handling procedures. We develop a functional prototype based on 17,120 support tickets provided by a pilot partner as an instantiation and evaluate the design through accuracy metrics and user evaluations. Our evaluation revealed that recommendations after label improvement showed increased user ratings, and users are willing to contribute their domain knowledge. The improved labels can be utilized to continuously enhance the AI system as rewards showed increasing growth with decreasing marginal returns. Overall, our results emphasize agents' need for value-in-use by providing better results if they improve the labeling of support tickets pre-labeled by AI. Thus, we provide prescriptive knowledge of a novel HIL design that enables efficient and interactive labeling in the context of diverse applications of reinforcement learning systems.
Model selection, adaptation, and combination for transfer learning in wind and photovoltaic power forecasts.Schreiber, Jens; Sick, Bernhard. In Energy and AI, 14, p. 100249. 2023.
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There is recent interest in using model hubs – a collection of pre-trained models – in computer vision tasks. To employ a model hub, we first select a source model and then adapt the model for the target to compensate for differences. There still needs to be more research on model selection and adaption for renewable power forecasts. In particular, none of the related work examines different model selection and adaptation strategies for neural network architectures. Also, none of the current studies investigates the influence of available training samples and considers seasonality in the evaluation. We close these gaps by conducting the first thorough experiment for model selection and adaptation for transfer learning in renewable power forecast, adopting recent developments from the field of computer vision on 667 wind and photovoltaic parks from six datasets. We simulate different amounts of training samples for each season to calculate informative forecast errors. We examine the marginal likelihood and forecast error for model selection for those amounts. Furthermore, we study four adaption strategies. As an extension of the current state of the art, we utilize a Bayesian linear regression for forecasting the response based on features extracted from a neural network. This approach outperforms the baseline with only seven days of training data and shows that fine-tuning is not beneficial with less than three months of data. We further show how combining multiple models through ensembles can significantly improve the model selection and adaptation approach such that we have a similar mean error with only 30 days of training data which is otherwise only possible with an entire year of training data. We achieve a mean error of 9.8 and 14 percent for the most realistic dataset for PV and wind with only seven days of training data.
Neue „Digitale DNA“ der EU oder nur ein (weiterer) Schritt politischen Symbolcharakters? – Teil III.Lorenz, L. In E-Zeitschrift für Wirtschaftsrecht und Digitalisierung (LRZ), 2023(Rn.), p. 306 ff. 2023.
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Neue „Digitale DNA“ der EU oder nur ein (weiterer) Schritt politischen Symbolcharakters? – Teil I.Lorenz, L. In E-Zeitschrift für Wirtschaftsrecht und Digitalisierung (LRZ), 2023(Rn.), p. 273 ff. 2023.
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Neue Entwicklungen des Beschäftigtendatenschutzes im Lichte der Rechtsprechung des EUGH vom 30.3.2023.Sandvoß, D.; Schild, H.-H. In Neue Juristische Online-Zeitschrift, 2023, pp. 1056–1063. 2023.
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Datenübermittlung an GKV-Spitzenverband im Datentransparenzverfahren, Anmerkung zu SG Frankfurt am Main, Beschluss v. 01.06.2022 – S 25 KR 932/22 DS ER.Lorenz, L.; Schild, H.-H. In Zeitschrift für Datenschutz, 2023, pp. 167–171. 2023.
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Koordinierungsrechtliche Betrachtung der Indexierung mitgliedstaatlicher Familienleistungen, speziell des deutschen Kindergeldes.Lorenz, L. In Neue Zeitschrift für Familienrecht, 2023, pp. 97–109. 2023.
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Selbstständige Evangelisch-Lutherischen Kirche (SELK) unterfällt DS-GVO, Anmerkung zu VG Hannover, Urteil v. 30.11.2022 – 10 A 1195/21.Lorenz, L. In Neue Zeitschrift für Verwaltungsrecht, 2023, pp. 1027–1032. 2023.
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Neue „Digitale DNA“ der EU oder nur ein (weiterer) Schritt politischen Symbolcharakters? – Teil II.Lorenz, L. In E-Zeitschrift für Wirtschaftsrecht und Digitalisierung (LRZ), 2023(Rn.), p. 289 ff. 2023.
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Supporting Human Cognitive Writing Processes: Towards a Taxonomy of Writing Support Systems.Weber, Florian; Wambsganss, Thiemo; Soellner, Matthias. AIS Electronic Library, 2023.
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In the field of natural language processing (NLP), advances in transformer architectures and large-scale language models have led to a plethora of designs and research on a new class of information systems (IS) called writing support systems, which help users plan, write, and revise their texts. Despite the growing interest in writing support systems in research, there needs to be more common knowledge about the different design elements of writing support systems. Our goal is, therefore, to develop a taxonomy to classify writing support systems into three main categories (technology, task/structure, and user). We evaluated and refined our taxonomy with seven interviewees with domain expertise, identified three clusters in the reviewed literature, and derived five archetypes of writing support system applications based on our categorization. Finally, we formulate a new research agenda to guide researchers in the development and evaluation of writing support systems.
Digitalisierung der Verwaltung – Ein Blick auf Deutschland und Japan.Geminn, Christian; Tatsumi, Tomohiko; Terada, Mayu. In Die Öffentliche Verwaltung, 76(20), pp. 847–859. 2023.
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Die „ePA für alle“ zwischen Gesundheits- und Datenschutz (Teil 2) – Das für die elektronische Patientenakte angekündigte opt-out-Modell auf dem verfassungs- und EU-datenschutzrechtlichen Prüfstand.Lorenz, L. In Zeitschrift für Gesundheit und Pflege, 2023, pp. 165–183. 2023.
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Alternative Daten-Governance – Länderreporte für Deutschland, die USA, Kenia und Indien.Geminn, Christian; Johannes, Paul C.; Müller, Johannes; Nebel, Maxi. In ZD-Aktuell, (5,01102). 2023.
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Wegfall der Meldeobliegenheit – Kein Ruhen des Krankengeldanspruchs im eAU-Verfahren – Besprechung von LSG Nordrhein-Westfalen, Urt. v. 16.11.2022 – L 10 KR 245/22.Lorenz, L. In Betriebs-Berater, 2023, pp. 827–831. 2023.
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Investigating Relevant Data in Automotive Procurement Departments: External Shocks as Transparency Creator for Data Deficits in Decision-Making.Klee, Sven; Janson, Andreas. In Information Systems Frontiers (Inf Syst Front). 2023.
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Uncertainty becomes the new normal for organizations worldwide. Many organizations are dependent on complex global supply chains. COVID-19, but also environmental disasters or the war in Ukraine, demonstrate the volatility of supply chains. Procurement departments are the central interface between internal and external stakeholders and must manage the supply chain stability what requires fast and accurate decision-making. External shocks and sudden disruptions of central supply chains illustrated that data analytics could not prevent disruptions, although sound research on competitive advantages and numerous investments should have enabled organizations to data-driven decision-making. Rather, it became transparent, that there are numerous data deficits in organizations. We did an interview-based study with 23 procurement and supply chain experts about relevant data sets and the status of its usability. We contribute to theory and practice by uncovering relevant aspects of data and provide theoretical propositions on how decision-making can be improved in automotive procurement departments.
Design and Evaluation of an AI-based Learning System to Foster Students’ Structural and Persuasive Writing in Law Courses.Weber, Florian; Wambsganss, Thiemo; Soellner, Matthias. AIS Electronic Library, 2023.
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Structured and persuasive writing is essential for effective communication, convincing readers of argument validity, and inspiring action. However, studies indicate a decline in students' proficiency in this area. This decline poses challenges in disciplines like law, where success relies on structured and persuasive writing skills. To address these issues, we present the results of our design science research project to develop an AI-based learning system that helps students learn legal writing. Our results from two different experiments with 104 students demonstrate the usefulness of our fully working AI-based learning system to support law students independent of a human instructor, time, and location. In addition to providing our embedded software artifact, we document our evaluated design knowledge as a design theory. Thus, we provide the first step toward a nascent design theory for the development of AI-based learning systems for legal writing.
Conceptual Views on Tree Ensemble Classifiers.Hanika, Tom; Hirth, Johannes. In International Journal of Approximate Reasoning, p. 108930. 2023.
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Random Forests and related tree-based methods are popular for supervised learning from table based data. Apart from their ease of parallelization, their classification performance is also superior. However, this performance, especially parallelizability, is offset by the loss of explainability. Statistical methods are often used to compensate for this disadvantage. Yet, their ability for local explanations, and in particular for global explanations, is limited. In the present work we propose an algebraic method, rooted in lattice theory, for the (global) explanation of tree ensembles. In detail, we introduce two novel conceptual views on tree ensemble classifiers and demonstrate their explanatory capabilities on Random Forests that were trained with standard parameters.
“Dear Manager, now I know what you expect”: Examining availability ambiguity in two studies.Heissler, C.; Ohly, S.; Kern, M. In German Journal of Human Resource Management, (23970022231196440). 2023.
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Special Issue Editorial: Adaptive and Intelligent Gamification Design.Janson, Andreas; Schmidt-Kraepelin, Manuel; Schöbel, Sofia; Sunyaev, Ali. In AIS Transactions on Human-Computer Interaction (THCI), 15(2), pp. 136–145. 2023.
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This editorial provides an overview of the three accepted papers for the AIS THCI special issue on adaptive and intelligent gamification designs. The first paper examines conversational agents and how one can use gamification to make the design more engaging. The second study focuses on mobile fitness apps and analyzes the role that personality plays in apps and game designs. Finally, the third paper examines gamification in a virtual laboratory environment. Aligned with current work, we present future research directions that involve generative AI, the metaverse, and a shift in gamification research and practice in the future.
Der schwierige Weg zum Hinweisgeberschutz – eine nicht so leicht zu erfassende Regelungsmaterie.Schild, H.-H. In Zeitschrift für Personalvertretungsrecht, 2023, pp. 53–57. 2023.
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Ordinal Motifs in Lattices.Hirth, Johannes; Horn, Viktoria; Stumme, Gerd; Hanika, Tom. In Information Sciences, p. 120009. 2023.
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Lattices are a commonly used structure for the representation and analysis of relational and ontological knowledge. In particular, the analysis of these requires a decomposition of a large and high-dimensional lattice into a set of understandably large parts. With the present work we propose /ordinal motifs/ as analytical units of meaning. We study these ordinal substructures (or standard scales) through (full) scale-measures of formal contexts from the field of formal concept analysis. We show that the underlying decision problems are NP-complete and provide results on how one can incrementally identify ordinal motifs to save computational effort. Accompanying our theoretical results, we demonstrate how ordinal motifs can be leveraged to retrieve basic meaning from a medium sized ordinal data set.
Gesetz gegen digitale Gewalt – auf Kollisionskurs mit dem DSA? Rechtliche Stellungnahme und Änderungsvorschläge zum BMJ-Eckpunktepapier.Panahi, T. In Multimedia und Recht, 2023, pp. 556–562. 2023.
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Stärkung des Rechts auf Auskunft von Empfängerdaten nach DSGVO, Anmerkung zu EuGH, Urt. v. 12.01.2023 – C-154/21.Schild, H.-H. In Verbraucher und Recht, 2023, pp. 188–193. 2023.
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Automatischer Abgleich von Fluggastdaten mit Fahndungsdatenbanken, Anmerkung zu VG Wiesbaden, Urteil v. 6.12.2022 – 6 K 805/19.WI.Schild, H.-H. In Zeitschrift für Datenschutz, 2023, pp. 240–244. 2023.
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Active Label Refinement for Semantic Segmentation of Satellite Images.Pham, Minh Tuan; Wijesingha, Jayan; Kottke, Daniel; Herde, Marek; Huseljic, Denis; Sick, Bernhard; Wachendorf, Michael; Esch, Thomas. In arXiv e-prints, p. arXiv:2309.06159. 2023.
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Remote sensing through semantic segmentation of satellite images contributes to the understanding and utilisation of the earth's surface. For this purpose, semantic segmentation networks are typically trained on large sets of labelled satellite images. However, obtaining expert labels for these images is costly. Therefore, we propose to rely on a low-cost approach, e.g. crowdsourcing or pretrained networks, to label the images in the first step. Since these initial labels are partially erroneous, we use active learning strategies to cost-efficiently refine the labels in the second step. We evaluate the active learning strategies using satellite images of Bengaluru in India, labelled with land cover and land use labels. Our experimental results suggest that an active label refinement to improve the semantic segmentation network's performance is beneficial.
Der Entwurf eines Gesetzes zur Novellierung des Hessischen Personalvertretungsrechts – eine Betrachtung einzelner Änderungsvorhaben.Schild, H.-H. In Zeitschrift für Personalvertretungsrecht, 2023, pp. 24–27. 2023.
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Datenschutzkonforme Digitalisierung in Schulen. Die Zertifizierung schulischer Informationssysteme als Chance für den Beschäftigtendatenschutz.Hornung, G. In Zeitschrift für Datenschutzrecht, 2023, pp. 311–316. 2023.
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A taxonomy for deriving business insights from user-generated content.Weingart, Pablo; Wambsganss, Thiemo; Soellner, Matthias. 2023.
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Deriving business insights from user-generated content (UGC) is a widely investigated phenomenon in information systems (IS) research. Due to its unstructured nature and technical constraints, UGC is still underutilized as a data source in research and practice. Using recent advancements in machine learning research, especially large language models (LLMs), IS researchers can possibly derive these insights more effectively. To guide and further understand the usage of these techniques, we develop a taxonomy that provides an overview of business insights derived from UGC. The taxonomy helps both practitioners and researchers identify, design, compare and evaluate the use of UGC in this IS context. Finally, we showcase an LLM-supported demo application that derives novel business insights and apply the taxonomy to it. In doing so, we show exemplary how LLMs can be used to develop new or extend existing NLP applications in the realm of IS.
Systeme zur Angriffserkennung nach § 8a Abs. 1a BSIG.Kohpeiß, M.; Schaller, T. In Computer und Recht, 2023, pp. 589–595. 2023.
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Unterlassungsanspruch nach der DS-GVO? – Zugleich Besprechung von OLG Frankfurt, Urt. v. 30.03.2023 – 16 U 22/22.Schild, H.-H. In Datenschutz und Datensicherheit, 2023, pp. 513–518. 2023.
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Kritische Kompetenzen für die post-digitale (Politik der) Lebensführung.Lamla, Jörn. In forum für Kinder- und Jugendpsychiatrie, Psychosomatik und Psychotherapie, 13(3+4), pp. 5–25. 2023.
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Power flow forecasts at transmission grid nodes using Graph Neural Networks.Beinert, Dominik; Holzhüter, Clara; Thomas, Josephine; Vogt, Stephan. In Energy and AI, 14(1), p. 100262. Elsevier, 2023.
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The increasing share of renewable energy in the electricity grid and progressing changes in power consumption have led to fluctuating, and weather-dependent power flows. To ensure grid stability, grid operators rely on power forecasts which are crucial for grid calculations and planning. In this paper, a Multi-Task Learning approach is combined with a Graph Neural Network (GNN) to predict vertical power flows at transformers connecting high and extra-high voltage levels. The proposed method accounts for local differences in power flow characteristics by using an Embedding Multi-Task Learning approach. The use of a Bayesian embedding to capture the latent node characteristics allows to share the weights across all transformers in the subsequent node-invariant GNN while still allowing the individual behavioral patterns of the transformers to be distinguished. At the same time, dependencies between transformers are considered by the GNN architecture which can learn relationships between different transformers and thus take into account that power flows in an electricity network are not independent from each other. The effectiveness of the proposed method is demonstrated through evaluation on two real-world data sets provided by two of four German Transmission System Operators, comprising large portions of the operated German transmission grid. The results show that the proposed Multi-Task Graph Neural Network is a suitable representation learner for electricity networks with a clear advantage provided by the preceding embedding layer. It is able to capture interconnections between correlated transformers and indeed improves the performance in power flow prediction compared to standard Neural Networks. A sign test shows that the proposed model reduces the test RMSE on both data sets compared to the benchmark models significantly.
Boundary work tactics and their effects on information and communication technology use after hours and recovery: Taking action when boundaries are blurring.Reinke, K.; Niederkrome, L.; Ohly, S. In Journal of Personnel Psychology. 2023.
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Erfahrungswissen in der Pflege – Chancen partizipativer Aktionsforschung und diskriminierungssensibler Technikentwicklung.Richter, Caroline; Draude, Claude. In Gruppe. Interaktion. Organisation. Zeitschrift für Angewandte Organisationspsychologie (GIO). Springer, 2023.
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Factorizing Lattices by Interval Relations.Koyda, Maren; Stumme, Gerd. In Int. J. Approx. Reason., 157, pp. 70–87. 2023.
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Implementing Digital Responsibility through Information Systems Research – A Delphi Study of Objectives, Activities, and Challenges in IS Research.Beverungen, Daniel; zur Heiden, Philipp; Lehrer, Christiane; Trier, Matthias; Bartelheimer, C. Paderborn, Germany, 2023.
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The Role of AI-Based Artifacts’ Voice Capabilities for Agency Attribution.Schmitt, Anuschka; Zierau, Naim; Janson, Andreas; Leimeister, Jan Marco. In Journal of the Association for Information Systems (JAIS), 24(4), pp. 980–1004. 2023.
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The pervasiveness and increasing sophistication of artificial intelligence (AI)-based artifacts within private, organizational, and social realms change how humans interact with machines. Theorizing about the way humans perceive AI-based artifacts is crucial to understanding why and to what extent humans deem these as competent for, i.e., decision-making, yet has traditionally taken a modality-agnostic view. In this paper, we theorize about a particular case of interaction, namely that of voice-based interaction with AI-based artifacts. The capabilities and perceived naturalness of such artifacts, fueled by continuous advances in natural language processing, induce users to deem an artifact as able to act autonomously in a goal-oriented manner. We argue that there is a positive direct relationship between the voice capabilities of an artifact and users’ agency attribution, ultimately obscuring the artifact’s true nature and competencies. This relationship is further moderated by an artifact’s actual agency, uncertainty, and user characteristics.
Corner Cases in Machine Learning Processes.Heidecker, Florian; Bieshaar, Maarten; Sick, Bernhard. In AI Perspectives & Advances, 6(1), pp. 1–17. 2023.
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Applications using machine learning (ML), such as highly autonomous driving, depend highly on the performance of the ML model. The data amount and quality used for model training and validation are crucial. If the model cannot detect and interpret a new, rare, or perhaps dangerous situation, often referred to as a corner case, we will likely blame the data for not being good enough or too small in number. However, the implemented ML model and its associated architecture also influence the behavior. Therefore, the occurrence of prediction errors resulting from the ML model itself is not surprising. This work addresses a corner case definition from an ML model's perspective to determine which aspects must be considered. To achieve this goal, we present an overview of properties for corner cases that are beneficial for the description, explanation, reproduction, or synthetic generation of corner cases. To define ML corner cases, we review different considerations in the literature and summarize them in a general description and mathematical formulation, whereby the expected relevance-weighted loss is the key to distinguishing corner cases from common data. Moreover, we show how to operationalize the corner case characteristics to determine the value of a corner case. To conclude, we present the extended taxonomy for ML corner cases by adding the input, model, and deployment levels, considering the influence of the corner case properties.
Zertifizierungskriterien für Verarbeitungstätigkeiten. Luxemburg prescht vor – Eine Analyse.Helmke, J. T.; Link, H.; Schild, H.-H. In Datenschutz und Datensicherheit, 2023, pp. 100–107. 2023.
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How to leverage anthropomorphism for chatbot service interfaces: The interplay of communication style and personification.Janson, Andreas. In Computers in Human Behavior, (December). Elsevier, 2023.
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Although chatbots are oftentimes used in customer service encounters, interactions are oftentimes perceived as not satisfactory. One key aspect for designing chatbots is the use of anthropomorphic design elements. In this experimental study, we examine the two anthropomorphic chatbot design elements of personification, which includes a human-like appearance, and social orientation of communication style, which means a more sensitive and extensive communication. We tested the influence of the two design elements on social presence, satisfaction, trust and empathy towards a chatbot. First, the results show a significant influence of both anthropomorphic design elements on social presence. Second, our findings illustrate that social presence influences trusting beliefs, empathy, and satisfaction. Third, social presence acts as a mediator for both anthropomorphic design elements for satisfaction with a chatbot. Our implications provide a better understanding of anthropomorphic chatbot design elements when designing chatbots for short-term interactions, and we offer actionable implications for practice that enable more effective chatbot implementations.
Sampling-based Uncertainty Estimation for an Instance Segmentation Network.Heidecker, Florian; El-Khateeb, Ahmad; Sick, Bernhard. In arXiv e-prints, p. arXiv:2305.14977. 2023.
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The examination of uncertainty in the predictions of machine learning (ML) models is receiving increasing attention. One uncertainty modeling technique used for this purpose is Monte-Carlo (MC)-Dropout, where repeated predictions are generated for a single input. Therefore, clustering is required to describe the resulting uncertainty, but only through efficient clustering is it possible to describe the uncertainty from the model attached to each object. This article uses Bayesian Gaussian Mixture (BGM) to solve this problem. In addition, we investigate different values for the dropout rate and other techniques, such as focal loss and calibration, which we integrate into the Mask-RCNN model to obtain the most accurate uncertainty approximation of each instance and showcase it graphically.
Measuring university students’ ability to recognize argument structures and fallacies.Berkle, Yvonne; Schmitt, Lukas; Tolzin, Antonia; Janson, Andreas; Wambsganss, Thiemo; Leimeister, Jan Marco; Leuchter, Miriam. In Frontiers in Psychology (Front. Psychol.), 14(1270931), pp. 1–17. 2023.
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Theory: Argumentation is crucial for all academic disciplines. Nevertheless, a lack of argumentation skills among students is evident. Two core aspects of argumentation are the recognition of argument structures (e.g., backing up claims with premises, according to the Toulmin model) and the recognition of fallacies. As both aspects may be related to content knowledge, students studying different subjects might exhibit different argumentation skills depending on whether the content is drawn from their own or from a foreign subject. Therefore, we developed an instrument to measure the recognition of both argument structures and fallacies among the groups of preservice teachers and business economics students in both their respective domains (pedagogy and economics), and a neutral domain (sustainability). For the recognition of fallacies, we distinguished between congruent and incongruent fallacies. In congruent fallacies, the two aspects of argument quality, i.e., deductive validity and inductive strength, provide converging evidence against high argument quality. In incongruent fallacies, these two aspects diverge. Based on dual process theories, we expected to observe differences in the recognition of congruent and incongruent fallacies. Aims: We investigated whether these two abilities are domain-specific and whether the recognition of fallacies depends on the congruence of two aspects of argument quality. Methods: 267 preservice teachers and 56 business economics students participated in the study. For the recognition of argument structures, participants assigned the five statements constituting one argument to the corresponding component according to the Toulmin model. For the recognition of fallacies, we created arguments and incorporated a common fallacy into some of them: formal fallacy, overgeneralization, irrelevance, or circularity. Participants rated whether the argument was cogent or not, which was followed by a brief justification. Results: Domain specificity could not be found for either of both abilities. For the recognition of fallacies, two dimensions were found: a congruent dimension (formal fallacies and overgeneralizations) and an incongruent dimension (irrelevance and circularity). Discussion: The instrument measures the recognition of both argument structures and fallacies in these two groups across domains. The recognition of fallacies differs depending on whether the deductive validity and the inductive strength of the argument are equally indicative of argument quality or not.
Targeted Adversarial Attacks on Wind Power Forecasts.Heinrich, René; Scholz, Christoph; Vogt, Stephan; Lehna, Malte. In Machine Learning, 113(2), pp. 863–889. Springer, 2023.
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In recent years, researchers proposed a variety of deep learning models for wind power forecasting. These models predict the wind power generation of wind farms or entire regions more accurately than traditional machine learning algorithms or physical models. However, latest research has shown that deep learning models can often be manipulated by adversarial attacks. Since wind power forecasts are essential for the stability of modern power systems, it is important to protect them from this threat. In this work, we investigate the vulnerability of two different forecasting models to targeted, semi-targeted, and untargeted adversarial attacks. We consider a Long Short-Term Memory (LSTM) network for predicting the power generation of individual wind farms and a Convolutional Neural Network (CNN) for forecasting the wind power generation throughout Germany. Moreover, we propose the Total Adversarial Robustness Score (TARS), an evaluation metric for quantifying the robustness of regression models to targeted and semi-targeted adversarial attacks. It assesses the impact of attacks on the model's performance, as well as the extent to which the attacker's goal was achieved, by assigning a score between 0 (very vulnerable) and 1 (very robust). In our experiments, the LSTM forecasting model was fairly robust and achieved a TARS value of over 0.78 for all adversarial attacks investigated. The CNN forecasting model only achieved TARS values below 0.10 when trained ordinarily, and was thus very vulnerable. Yet, its robustness could be significantly improved by adversarial training, which always resulted in a TARS above 0.46.
Overcoming Challenges to Enable the Potential of Metaverse Platforms.Schöbel, Sofia; Tingelhoff, Fabian. In AIS Transactions on Human-Computer Interaction (THCI), 15(1), pp. 1–21. 2023.
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Metaverse is the buzzword of modern society. Practitioners and researchers have discussed metaverse platforms extensively, but the potential and meaning of the metaverse remain controversial. In this paper, we investigate and identify challenges that enable the potential of metaverse platforms. If these challenges are overcome, there will be value creation for practitioners, organizations, and society. We used a qualitative approach whereby we interviewed 34 metaverse experts to identify the challenges, potential, and value associated with the metaverse. Our results demonstrate that technical and societal challenges obstruct the ability to handle user-related and organizational challenges. If these challenges can be overcome, we can use the opportunities that our participants identified to create functional, social, and emotional value. Our work theoretically contributes to current knowledge on metaverse platforms by elaborating on handling metaverse platform ecosystems and determining instrumental challenges in their realization. With our qualitative approach, we provide room and directions for future research to develop a better understanding of the role and meaning of value creation in the metaverse. Our findings are useful to practitioners by presenting challenges organizations must overcome to create metaverse platforms or participate in a metaverse ecosystem. Furthermore, we present opportunities for vendors of metaverse platforms and organizations by identifying relevant processes that can be transferred into the metaverse.
Livestream-Unterricht an Schulen ohne Einwilligung der Lehrkräfte, Anmerkung zu EuGH, Urteil v. 30.3.2023 – C-34/21.Schild, H.-H. In Zeitschrift für Datenschutz, 2023, pp. 391–396. 2023.
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Das Verhältnis von Art. 6 Abs. 2 und 3 DSGVO.Helmke, J. T.; Link, H. In Datenschutz und Datensicherheit, 2023, pp. 708–714. 2023.
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Charting the Evolution and Future of Conversational Agents: A Research Agenda Along Five Waves and New Frontiers.Schöbel, Sofia; Schmitt, Anuschka; Benner, Dennis; Saqr, Mohammed; Janson, Andreas; Leimeister, Jan Marco. In Information Systems Frontiers, 26, pp. 729–754. Springer Nature, 2023.
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Conversational agents (CAs) have come a long way from their first appearance in the 1960s to today's generative models. Continuous technological advancements such as statistical computing and large language models allow for an increasingly natural and effortless interaction, as well as domain-agnostic deployment opportunities. Ultimately, this evolution begs multiple questions: How have technical capabilities developed? How is the nature of work changed through humans' interaction with conversational agents? How has research framed dominant perceptions and depictions of such agents? And what is the path forward? To address these questions, we conducted a bibliometric study including over 5000 research articles on CAs. Based on a systematic analysis of keywords, topics, and author networks, we derive "five waves of CA research" that describe the past, present, and potential future of research on CAs. Our results highlight fundamental technical evolutions and theoretical paradigms in CA research. Therefore, we discuss the moderating role of big technologies, and novel technological advancements like OpenAI GPT or BLOOM NLU that mark the next frontier of CA research. We contribute to theory by laying out central research streams in CA research, and offer practical implications by highlighting the design and deployment opportunities of CAs.
Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents.Lehna, Malte; Viebahn, Jan; Marot, Antoine; Tomforde, Sven; Scholz, Christoph. In Energy and AI, 14, p. 100276. Energy and AI, 2023.
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The operation of electricity grids has become increasingly complex due to the current upheaval and the increase in renewable energy production. As a consequence, active grid management is reaching its limits with conventional approaches. In the context of the Learning to Run a Power Network (L2RPN) challenge, it has been shown that Reinforcement Learning (RL) is an efficient and reliable approach with considerable potential for automatic grid operation. In this article, we analyse the submitted agent from Binbinchen and provide novel strategies to improve the agent, both for the RL and the rule-based approach. The main improvement is a N-1 strategy, where we consider topology actions that keep the grid stable, even if one line is disconnected. More, we also propose a topology reversion to the original grid, which proved to be beneficial. The improvements are tested against reference approaches on the challenge test sets and are able to increase the performance of the rule-based agent by 27%. In direct comparison between rule-based and RL agent we find similar performance. However, the RL agent has a clear computational advantage. We also analyse the behaviour in an exemplary case in more detail to provide additional insights. Here, we observe that through the N-1 strategy, the actions of both the rule-based and the RL agent become more diversified.
Metaverse Platform Ecosystems.Schöbel, Sofia; Leimeister, Jan Marco. In Electronic Markets (Electron Markets), 33(12), pp. 1–10. 2023.
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Traditionally, the metaverse has been defined as a virtual reality space in which users can interact with a computer-generated environment and other users. Nowadays, it is much more than that—the metaverse can be described as a variety of digital platforms and ecosystems, with each ecosystem as an independent universe with its own material, complementors, and functionalities. Creating metaverse ecosystems and integrated platforms results in different roles and responsibilities for complementors, consumers, platform owners, and orchestrators. The term metaverse platforms is further structured and clarified by four perspectives: innovation, production, transaction, and social interaction. Consequently, this fundamental paper defines it as: “A Metaverse is a massively scaled and interoperable meta-ecosystem of other digital ecosystems of real-time rendered 3D virtual worlds which can be experienced synchronously and persistently by an unlimited number of complementors and consumers with an increased user experience caused by a creativity-guided co-creation of goods managed by orchestrators and supported by platform owners.” Consequently, the metaverse offers vast opportunities for digital innovations beyond traditional social media or computer games and creates new infrastructures for add-on innovations in all areas of the digital economy.
Research Topic Flows in Co-Authorship Networks.Schäfermeier, Bastian; Hirth, Johannes; Hanika, Tom. In Scientometrics, 128(9), pp. 5051–5078. 2023.
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In scientometrics, scientific collaboration is often analyzed by means of co-authorships. An aspect which is often overlooked and more difficult to quantify is the flow of expertise between authors from different research topics, which is an important part of scientific progress. With the Topic Flow Network (TFN) we propose a graph structure for the analysis of research topic flows between scientific authors and their respective research fields. Based on a multi-graph and a topic model, our proposed network structure accounts for intratopic as well as intertopic flows. Our method requires for the construction of a TFN solely a corpus of publications (i.e., author and abstract information). From this, research topics are discovered automatically through non-negative matrix factorization. The thereof derived TFN allows for the application of social network analysis techniques, such as common metrics and community detection. Most importantly, it allows for the analysis of intertopic flows on a large, macroscopic scale, i.e., between research topic, as well as on a microscopic scale, i.e., between certain sets of authors. We demonstrate the utility of TFNs by applying our method to two comprehensive corpora of altogether 20 Mio. publications spanning more than 60 years of research in the fields computer science and mathematics. Our results give evidence that TFNs are suitable, e.g., for the analysis of topical communities, the discovery of important authors in different fields, and, most notably, the analysis of intertopic flows, i.e., the transfer of topical expertise. Besides that, our method opens new directions for future research, such as the investigation of influence relationships between research fields.
Multi-annotator Deep Learning: A Probabilistic Framework for Classification.Herde, Marek; Huseljic, Denis; Sick, Bernhard. In Transactions on Machine Learning Research. 2023.
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Solving complex classification tasks using deep neural networks typically requires large amounts of annotated data. However, corresponding class labels are noisy when provided by error-prone annotators, e.g., crowdworkers. Training standard deep neural networks leads to subpar performances in such multi-annotator supervised learning settings. We address this issue by presenting a probabilistic training framework named multi-annotator deep learning (MaDL). A downstream ground truth and an annotator performance model are jointly trained in an end-to-end learning approach. The ground truth model learns to predict instances' true class labels, while the annotator performance model infers probabilistic estimates of annotators' performances. A modular network architecture enables us to make varying assumptions regarding annotators' performances, e.g., an optional class or instance dependency. Further, we learn annotator embeddings to estimate annotators' densities within a latent space as proxies of their potentially correlated annotations. Together with a weighted loss function, we improve the learning from correlated annotation patterns. In a comprehensive evaluation, we examine three research questions about multi-annotator supervised learning. Our findings show MaDL's state-of-the-art performance and robustness against many correlated, spamming annotators.
EuGH: Datenverarbeitung im Beschäftigungskontext, Anmerkung zu EuGH, Urteil v. 30.3.2023 – C-34/21.Schild, H.-H. In Datenschutz und Datensicherheit, 2023, pp. 376–382. 2023.
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Geschlechtergerechtigkeit im Spannungsfeld von nachhaltiger und digitaler Transformation – eine interdisziplinäre Annäherung.Ohde, Franziska; Blättel-Mink, Birgit; Draude, Claude; Spiecker gen. Döhmann, Indra. In GENDER – Zeitschrift für Geschlecht, Kultur und Gesellschaft, 15(2), pp. 132–147. Verlag Barbara Budrich, 2023.
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Die Sustainable Development Goals (SDGs) der Vereinten Nationen streben anhand von SDG 5 danach, die Gleichheit der Geschlechter im globalen Kontext herzustellen. Wir zeigen, dass der aktuelle, global angelegte Nachhaltigkeitsdiskurs nicht nur blinde Flecken im Hinblick auf die konsequente Bekämpfung geschlechtsspezifischer Ungleichheiten aufweist, sondern auch einen wenig reflektierten Umgang mit der digitalen Transformation pflegt. Mögliche Ansätze zur Bewältigung des identifizierten Spannungsfeldes sehen wir in einer gendersensiblen IT-Gestaltung, einem digitalen Gleichstellungsgesetz und der konsequenten Bewertung von Folgen der globalen Nachhaltigkeitspolitik und -forschung im Hinblick auf Diskriminierung.
Effects of task interruptions caused by notifications from communication applications on strain and performance.Ohly, S.; Bastin, L. In Journal of Occupational Health, 65(1), p. e12408. 2023.
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Verpflichtung zur intelligenten Angriffserkennung?Kohpeiß, M. In Datenschutz und Datensicherheit, 2023, pp. 220–224. 2023.
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Durchsetzung der DSGVO bei grenzüberschreitenden Datenschutzbeschwerden. Anmerkung zu dem vorgelegten Verordnungsentwurf der EU-Kommission.Schild, H.-H. In Datenschutz und Datensicherheit, 2023, pp. 565–570. 2023.
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Anonymisierung von Patientendaten durch Fremdlabore für Dritte – Zur anonymisierenden Wirkung der Pseudonymisierung; datenschutzrechtliche Darstellung anhand eines Fallbeispiels.Johannes, Paul C.; Geminn, Christian. In Medizinrecht, (5), pp. 368–372. 2023.
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On the Reliability of Automated Analysis of Fracture Surfaces Using a Novel Computer Vision-Based Tool.Engelhardt, Anna; Decke, Jens; Meier, David; Dulig, Franz; Ragunathan, Rishan; Wegener, Thomas; Sick, Bernhard; Niendorf, Thomas. In Advanced Engineering Materials, 25(21), p. 2300876. Wiley, 2023.
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Fracture surface analysis is of utmost importance with respect to structural integrity of metallic materials. This especially holds true for additively manufactured materials. Despite an increasing trend of automatization of testing methods, the analysis and classification of fatigue fracture surface images is commonly done manually by experts. Although this leads to correct results in most cases, it has several disadvantages, e.g., the need of a huge knowledge base to interpret images correctly. In present work, an unsupervised tool for analysis of overview images of fatigue fracture surface images is developed to support nonexperienced users to identify the origin of the fracture. The tool is developed using fracture surface images of additively manufactured Ti6Al4V specimens fatigued in the high-cycle-fatigue regime and is based on the identification of river marks. Several recording parameters seem to have no significant influence on the results as long as preprocessing settings are adapted. Moreover, it is possible to analyze images of other materials with the tool as long as the fracture surfaces contain river marks. However, special features like multiple origins or origins located in direct vicinity to the surface, e.g., caused by increased plastic strains, require a further tool development or alternative approaches.
Domain Imaging in Periodic Submicron Wide Nanostructures by Digital Drift Correction in Kerr Microscopy.Akhundzada, Sapida; Dingel, Kristina; Bischof, David; Janzen, Christian; Sick, Bernhard; Ehresmann, Arno. In Advanced Photonics Research, 4(10), p. 2300170. Wiley, 2023.
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Magneto-optical Kerr microscopy is a powerful method for imaging magnetic domains. Even though domain imaging below the diffractive resolution limit is possible, such investigations are getting increasingly complex with decreasing structure size due to the decreasing Kerr contrast. As magnetic domain images free of topographical artifacts are obtained by subtracting a reference image from the actual image, the corresponding challenges are additionally increased by unavoidable sample motion in the time interval between acquiring the two images. Software-based drift corrections typically rely on a unique structure in the image's region of interest (ROI), recognized automatically or selected manually by the user. By digital image shifting, the ROI positions in the actual and reference images are aligned, and the sample motion is compensated. For magnetic domain imaging in periodically arranged micro- or nano-objects, unique topographical features are not given, making the drift correction by ROIs difficult, often even impossible. Herein, a novel software-based approach is presented for drift corrections to image domains with features close/below the optical resolution limit and for investigating periodically arranged micro- or nano-objects without utilizing ROIs. High-contrast images are obtained, enabling the characterization of periodically arranged 1D, 2D, and 3D magnetic objects with lateral dimensions below 100 nm.
From ‘if-then’ to ‘what if?’ Rethinking healthcare algorithmics with posthuman speculative ethics.Smith, Jamie; Klumbytė, Goda; Britton, Ren Loren. In Nursing Philosophy. 2023.
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This article discusses the role that algorithmic thinking and management play in health care and the kind of exclusions this might create. We argue that evidence-based medicine relies on research and data to create pathways for patient journeys. Coupled with data-based algorithmic prediction tools in health care, they establish what could be called health care algorithmics—a mode of management of healthcare that produces forms of algorithmic governmentality. Relying on a critical posthumanist perspective, we show how healthcare algorithmics is contingent on the way authority over bodies is produced and how predictive health care algorithms can reproduce inequalities of the worlds from which they are made, centreing possible futures on existing normativities regulated through algorithmic biopower. In contrast to that, we explore posthuman speculative ethics as a way to challenge understanding of ‘ethics’ and ‘care’ in healthcare algorithmics. We suggest some possible avenues towards working speculative ethics into health care while still being critically attentive to algorithmic modes of management and prediction in health care.
Multi-Task Representation Learning for Renewable-Power Forecasting: A Comparative Analysis of Unified Autoencoder Variants and Task-Embedding Dimensions.Nivarthi, Chandana Priya; Vogt, Stephan; Sick, Bernhard. In Machine Learning and Knowledge Extraction (MAKE), 5(3), pp. 1214–1233. MDPI, 2023.
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Typically, renewable-power-generation forecasting using machine learning involves creating separate models for each photovoltaic or wind park, known as single-task learning models. However, transfer learning has gained popularity in recent years, as it allows for the transfer of knowledge from source parks to target parks. Nevertheless, determining the most similar source park(s) for transfer learning can be challenging, particularly when the target park has limited or no historical data samples. To address this issue, we propose a multi-task learning architecture that employs a Unified Autoencoder (UAE) to initially learn a common representation of input weather features among tasks and then utilizes a Task-Embedding layer in a Neural Network (TENN) to learn task-specific information. This proposed UAE-TENN architecture can be easily extended to new parks with or without historical data. We evaluate the performance of our proposed architecture and compare it to single-task learning models on six photovoltaic and wind farm datasets consisting of a total of 529 parks. Our results show that the UAE-TENN architecture significantly improves power-forecasting performance by 10 to 19% for photovoltaic parks and 5 to 15% for wind parks compared to baseline models. We also demonstrate that UAE-TENN improves forecast accuracy for a new park by 19% for photovoltaic parks, even in a zero-shot learning scenario where there is no historical data. Additionally, we propose variants of the Unified Autoencoder with convolutional and LSTM layers, compare their performance, and provide a comparison among architectures with different numbers of task-embedding dimensions. Finally, we demonstrate the utility of trained task embeddings for interpretation and visualization purposes.
Toward Social Role-Based Interruptibility Management.Anderson, Christoph; Heinisch, Judith Simone; Deldari, Shohreh; Salim, Flora; Ohly, Sandra; David, Klaus; Pejović, Veljko. In IEEE Pervasive Computing, 22(1), pp. 59–68. 2023.
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Abschreckungseffekte und Überwachungsgefühl im Datenschutzrecht. Auswirkungen auf betroffene Personen.Büscher, M.; Gutjahr, A.; Hornung, G.; Schindler, S.; Selzer, A.; Spiecker gen. Döhmann, I.; Stummer, S.; Wilmer, T.; Zurawski, P. In Datenschutz und Datensicherheit, 2023, pp. 503–512. 2023.
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Auslage von Betriebsvereinbarungen mit vertraulichen Daten im Betrieb.Breyer, J.; Schild, H.-H. In Der Betrieb, 2023, pp. 2501–2503. 2023.
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Graph Neural Networks Designed for Different Graph Types: A Survey.Thomas, Josephine; Moallemy-Oureh, Alice; Beddar-Wiesing, Silvia; Holzhüter, Clara. In Transactions on Machine Learning Research. 2023.
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Graphs are ubiquitous in nature and can therefore serve as models for many practical but also theoretical problems. For this purpose, they can be defined as many different types which suitably reflect the individual contexts of the represented problem. To address cutting-edge problems based on graph data, the research field of Graph Neural Networks (GNNs) has emerged. Despite the field’s youth and the speed at which new models are developed, many recent surveys have been published to keep track of them. Nevertheless, it has not yet been gathered which GNN can process what kind of graph types. In this survey, we give a detailed overview of already existing GNNs and, unlike previous surveys, categorize them according to their ability to handle different graph types and properties. We consider GNNs operating on static and dynamic graphs of different structural constitutions, with or without node or edge attributes. Moreover, we distinguish between GNN models for discrete-time or continuous-time dynamic graphs and group the models according to their architecture. We find that there are still graph types that are not or only rarely covered by existing GNN models. We point out where models are missing and give potential reasons for their absence.
Vergleichende Evaluation von Explorationsarten in interaktiven 3D-360°-Anwendungen: Einsatz von explorativem Lernen zur Vorbereitung von Handwerkern auf Vor-Ort-Termine beim Kunden.Funk, J.; Schmidt, L. In Medienpädagogik : Zeitschrift für Theorie und Praxis der Medienbildung, (51), pp. 297–321. 2023.
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Die vorliegende Studie vergleicht drei Arten des explorativen Lernens mit interaktiven 3D-360°-Anwendungen. Als Szenarien für die Anwendung werden simulierte Vor-Ort-Ter-mine von Handwerkern beim Kunden verwendet. In den Handwerksszenarien «Maler», «Elektriker» und «Klempner» sollen handwerksübliche Arbeitsaufgaben zur Vorbereitung auf reale Vor-Ort-Termine mit verschiedenen Explorationsarten durchgeführt werden. In Art A werden Arbeitsabläufe von einer Fachperson im Video durchgeführt und vom Nutzer beobachtet. In Art B werden arbeitsaufgabenrelevante Stellen in der gezeigten Umgebung durch «!»-Symbole markiert. In Art C werden keine Markierungen eingesetzt, relevante Stellen müssen vom Nutzer entdeckt werden. Die Studie mit 30 Teilnehmern im Within-Subject-Design prüft unter anderem die Hypothesen, ob sich die Explorationsart auf die Gebrauchstauglichkeit (SUS), das Benutzungserlebnis (UEQ) und die eingenomme-ne Rolle der nutzenden Person (aktiv/passiv) auswirkt. Bei allen Explorationsarten liegt eine vergleichbar hohe Gebrauchstauglichkeit vor. Das Benutzungserlebnis ist sowohl in Art B als auch in Art C signifikant höher als in Art A. In Art C wird die eigene Nutzerrolle aktiver eingeschätzt als in Art A und B. Art B ist wiederum aktiver als Art A. Das bessere Benutzungserlebnis und die aktivere Rolle der nutzenden Person bei gleichbleibend ho-her Gebrauchstauglichkeit machen die Explorationsarten B (markierte Stellen) und C (un-markierte Umgebung) interessant für die Wissensvermittlung von praktischen Inhalten
Shared digital artifacts – Co-creators as beneficiaries in microlearning development.Thiel de Gafenco, Marian; Weinert, Tim; Janson, Andreas; Klusmeyer, Jens; Leimeister, Jan Marco. In Education and Information Technologies (Educ Inf Technol). Springer, 2023.
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Continuing vocational training benefits from the employees’ ability to share individual experience and expertise with their co-workers, as these assets constitute competitive advantages for companies. IT-supported systems can facilitate processes of knowledge elicitation (e. g. as part of collaborative co-creation) to ensure retainment of preferred qualitative characteristics of the resulting knowledge artifacts and provide ample opportunities to manage and configure a growing number of such artifacts in a company’s repository. It remains unclear however, how such collaborative and digital co-creation processes can benefit the individual co-creators’ expertise development. To address this gap in research and practice, an IT-supported co-creation system for microlearnings is designed and evaluated with master craftsman trainees of an inter-company vocational training center. With the deployment of the co-creation system, knowledge elaboration was examined via a qualitative evaluation of concept maps. By applying categories of the maps’ semantic properties and comparing features of expert knowledge derived from expertise research and concept mapping literature, we evaluate the process’ function to support expert knowledge elaboration as a desirable learning outcome for co-creators of shared digital artifacts. Analysis of the concept maps shows an absence of theoretical reasoning and an emphasis on contextual factors with minute details of work processes, indicating more practical than expert knowledge formation when co-creating shared digital artifacts. To improve the IT system’s effective support for expert knowledge elicitation, adjustments to the structured procedure are discussed and future research directions and limitations of this study are addressed.
Considering Time: A Conceptual Model of Team Influences on Entrepreneurial Self-Efficacy Over Time.Friedrichs, J.; Ohly, S. In Academy of Management Proceedings, 2023(1), p. 18584. 2023.
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Towards Ordinal Data Science.Stumme, Gerd; Dürrschnabel, Dominik; Hanika, Tom. In Transactions on Graph Data and Knowledge, 1(1), pp. 6:1–6:39. 2023.
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Drawing Order Diagrams Through Two-Dimension Extension.Dürrschnabel, Dominik; Hanika, Tom; Stumme, Gerd. In Journal of Graph Algorithms and Applications, 27(9), pp. 783–802. Journal of Graph Algorithms and Applications, 2023.
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Selecting Features by their Resilience to the Curse of Dimensionality.Stubbemann, Maximilian; Hille, Tobias; Hanika, Tom. 2023.
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Perspektiven auf das Metaverse: Der Zeitgeist des Internets der Zukunft.Tingelhoff, Fabian; Marga, Jens Joachim. In Wirtschaftsinformatik & Management (Wirtsch Inform Manag). 2023.
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Seit Marc Zuckerberg im Oktober 2021 die Umbenennung seines Unternehmens Facebook in Meta bekannt gab, ist das Metaverse zum omnipräsenten Gesprächsthema avanciert. Allerdings scheint niemand mit Bestimmtheit sagen zu können, was es wirklich ist und wie es sich gestalten wird. Aber gerade dieses Verständnis ist die essenzielle Voraussetzung, um fundierte Entscheidungen bezüglich dieser neuen Technologie treffen zu können.
Context-aware recommendations for extended electric vehicle battery lifetime.Eider, Markus; Sick, Bernhard; Berl, Andreas. In Sustainable Computing: Informatics and Systems (SUSCOM), 37, p. 100845. Elsevier, 2023.
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Electric vehicles are a means of reducing CO2 emissions in transportation. However, the sustainability of electric vehicle batteries is affected by battery health degradation, which decreases their overall lifetime. This results in a substantial amount of depleted batteries due to replacements. Users have a major impact on battery health degradation through their actions while handling electric vehicles, such as the use of fast charging. To mitigate this problem, this article presents a methodology to generate user guidance for batteryfriendly actions in the upcoming use. Therefore, we first identify general recommendations from related work and combine them with the vehicle context in order to define context-aware recommendations in the form of if–then rules. These context-aware recommendations are then used to generate user advice. Second, the article covers how to predict the vehicle context in order to determine necessary recommendations. Third, a prescriptive recommendation system architecture is proposed, which takes vehicle context information, and produces user guidance. Finally, we test the proposed architecture using fuzzy logic as decision system. Overall, the architecture provides satisfactory user advice
Das agile Mindset: Definition, Relevanz und Messbarkeit.Eilers, Karen; Peters, Christoph. In PersonalQUARTELY, 24(4). 2023.
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Unraveling the Complexity of Splitting Sequential Data: Tackling Challenges in Video and Time Series Analysis.Botache, Diego; Dingel, Kristina; Huhnstock, Rico; Ehresmann, Arno; Sick, Bernhard. In arXiv e-prints, p. arXiv:2307.14294. 2023.
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Splitting of sequential data, such as videos and time series, is an essential step in various data analysis tasks, including object tracking and anomaly detection. However, splitting sequential data presents a variety of challenges that can impact the accuracy and reliability of subsequent analyses. This concept article examines the challenges associated with splitting sequential data, including data acquisition, data representation, split ratio selection, setting up quality criteria, and choosing suitable selection strategies. We explore these challenges through two real-world examples: motor test benches and particle tracking in liquids.
Investigating Emotions, Social Roles, Well-being and Mobile Usage Behaviors During COVID-19 Home Confinement.Gao, Nan; Nolan, Sam; Ji, Kaixin; Khan Rumi, Shakila; Heinisch, Judith Simone; Anderson, Christoph; David, Klaus; Salim, Flora D. In arXiv preprint arXiv:2310.13304. 2023.
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Intrinsic Dimension for Large-Scale Geometric Learning.Stubbemann, Maximilian; Hanika, Tom; Schneider, Friedrich Martin. In Transactions on Machine Learning Research. 2023.
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Reconstruction of incomplete X-ray diffraction pole figures of oligocrystalline materials using deep learning.Meier, David; Ragunathan, Rishan; Degener, Sebastian; Liehr, Alexander; Vollmer, Malte; Niendorf, Thomas; Sick, Bernhard. In Scientific Reports, 13(1), p. 5410. Springer Nature, 2023.
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X‑ray diffraction crystallography allows non‑destructive examination of crystal structures. Furthermore, it has low requirements regarding surface preparation, especially compared to electron backscatter diffraction. However, up to now, X‑ray diffraction has been highly time‑ consuming in standard laboratory conditions since intensities on multiple lattice planes have to be recorded by rotating and tilting. Furthermore, examining oligocrystalline materials is challenging due to the limited number of diffraction spots. Moreover, commonly used evaluation methods for crystallographic orientation analysis need multiple lattice planes for a reliable pole figure reconstruction. In this article, we propose a deep‑learning‑based method for oligocrystalline specimens, i.e., specimens with up to three grains of arbitrary crystal orientations. Our approach allows faster experimentation due to accurate reconstructions of pole figure regions, which we did not probe experimentally. In contrast to other methods, the pole figure is reconstructed based on only a single incomplete pole figure. To speed up the development of our proposed method and for usage in other machine learning algorithms, we introduce a GPU‑based simulation for data generation. Furthermore, we present a pole widths standardization technique using a custom deep learning architecture that makes algorithms more robust against influences from the experiment setup and material.
We all care, ALL the time.Smith, Jamie B.; Klumbytė, Goda; Sidebottom, Kay; Dillard-Wright, Jess; Willis, Eva; Brown, Brandon B.; Hopkins-Walsh, Jane. In Nursing Inquiry. Wiley, 2023.
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It is the habit not the handle that affects tooth brushing. Results of a randomised counterbalanced cross over study.Deinzer, Renate; Eidenhardt, Zdenka; Sohrabi, Keywan; Stenger, Manuel; Kraft, Dominik; Sick, Bernhard; Götz-Hahn, Franz; Bottenbruch, Carlotta; Berneburg, Nils; Weik, Ulrike. In Research Square. 2023.
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Objective: To assess the effect of the toothbrush handle on video-observed toothbrushing behaviour and toothbrushing effectiveness Methods: This is a randomized counterbalanced cross-over study. N = 50 university students brushed their teeth at two occasions, one week apart, using either a commercial ergonomically designed manual toothbrush (MT) or Brushalyze V1 (BV1), a manual toothbrush with a thick cylindrical handle without any specific ergonomic features. Brushing behaviour was video-analysed. Plaque was assessed at the second occasion immediately after brushing. Participants directly compared the two brushes regarding their handling and compared them to the brushed they used at home. Results: The study participants found the BV1 significantly more cumbersome than the M1 or their brush at home. (p < 0.05). However, correlation analyses revealed a strong consistency of brushing behavior with the two brushes (0.71 < r < 0.91). Means differed only slightly (all d < 0.36). These differences became statistically significant only for the brushing time at inner surfaces (d = 0.31 p = 0.03) and horizontal movements at inner surfaces (d = 0.35, p = 0.02). Plaque levels at the gingival margins did not differ while slightly more plaque persisted at the more coronal aspects of the crown after brushing with BV1 (d = 0.592; p 0.042) Discussion: The results of the study indicate that the brushing handle does not play a major role in brushing behavior or brushing effectiveness.
Continuous Feature Networks: A Novel Method to Process Irregularly and Inconsistently Sampled Data With Position-Dependent Features.Magnussen, Birk Martin; Stern, Claudius; Sick, Bernhard. In International Journal On Advances in Intelligent Systems, 16(3&4), pp. 43–50. ThinkMind, 2023.
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Continuous Kernels have been a recent development in convolutional neural networks. Such kernels are used to process data sampled at different resolutions as well as irregularly and inconsistently sampled data. Convolutional neural networks have the property of translational invariance (e.g., features are detected regardless of their position in the measurement domain), which is unsuitable if the position of detected features is relevant for the prediction task. However, the capabilities of continuous kernels to process irregularly sampled data are still desired. This article introduces the continuous feature network, a novel method utilizing continuous kernels, for detecting global features at absolute positions in the data domain. Through a use case in processing multiple spatially resolved reflection spectroscopy data, which is sampled irregularly and inconsistently, we show that the proposed method is capable of processing such data directly without additional preprocessing or augmentation as is needed using comparable methods. In addition, we show that the proposed method is able to achieve a higher prediction accuracy than a comparable network on a dataset with position-dependent features. Furthermore, a higher robustness to missing data compared to a benchmark network using data interpolation is observed, which allows the network to adapt to sensors with a failure of individual light emitters or detectors without the need for retraining. The article shows how these capabilities stem from the continuous kernels used and how the number of available kernels to be trained affects the model. Finally, the article proposes a method to utilize the introduced method as a base for an interpretable model usable for explainable AI.
6G Fabric Compiles Microdomains for Sophisticated Service Delivery.David, K.; Al-Dulaimi, A.; Haas, H.; Hu, R.Q. In IEEE Vehicular Technology Magazine, pp. 16–18. 2023.
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Leveraging Low Code Development of Smart Personal Assistants: An Integrated Design Approach with the SPADE Method.Elshan, Edona; Ebel, Philipp Alexander; Söllner, Matthias; Leimeister, Jan Marco. In Journal of Management Information Systems (JMIS), 40(1), pp. 96–129. 2023.
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Smart personal assistants (SPAs) promise individualized user interactions owing to their varying interaction possibilities, knowledgeability, and human-like behaviors. To support the widespread adoption and use of SPAs, organizations such as Google or Amazon provide low code environments that support the development of SPAs (e.g., for Google Home or Amazon’s Alexa). These so-called low code platforms enable domain experts (e.g., business users without programming skills or experience) to develop SPAs for their purposes. However, using these platforms alone does not guarantee a useful and good conversation with novel SPAs due to non-intuitive design choices. Following a design science research approach, we propose the Smart Personal Assistant for Domain Experts (SPADE) method to address the missing link. This method supports domain experts in the development and contextualization of sophisticated SPAs for various application scenarios and focuses especially on conversational and anthropomorphic design steps. Our proof of concept and proof of value results show that SPADE is useful for supporting domain experts to create effective SPAs in different domains beyond private set-ups.
Fachgruppe Arbeits-, Organisations-und Witschaftspsychologie.Niessen, C.; Melchers, K.G.; Ohly, S.; Fay, D.; Handke, L.; Kern, M. In Psychologische Rundschau. 2023.
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Verarbeitung personenbezogener Daten in KI-Reallaboren nach dem KI-VO-E – Eine Herausforderung für den datenschutzrechtlichen Zweckbindungsgrundsatz.Muttach, J.-P.; Link, H. In Computer und Recht, 2023, pp. 725–731. 2023.
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Google Topics als Ausweg aus dem Cookie-Dilemma? Rechtliche Anforderungen an die technische Alternative zur individualisierten Werbung im Internet.Muttach, J.-P.; Köppel, M.; Hornung, G. In Computer und Recht, 2023, pp. 644–655. 2023.
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Interactive collaborative exploration using incomplete contexts.Felde, Maximilian; Stumme, Gerd. In Data & Knowledge Engineering, 143, p. 102104. Elsevier BV, 2023.
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2022[ to top ]

Künstliche Intelligenz zur Auswertung von Social Media Massendaten. Möglichkeiten und rechtliche Grenzen des Einsatzes KI-basierter Analysetools durch Sicherheitsbehörden.Hornung, G. In Archiv des öffentlichen Rechts, (147), pp. 1–69. 2022.
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Stream-based active learning for sliding windows under the influence of verification latency.Pham, Tuan; Kottke, Daniel; Krempl, Georg; Sick, Bernhard. In Machine Learning, 111(6), pp. 2011–2036. Springer, 2022.
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Stream-based active learning (AL) strategies minimize the labeling effort by querying labels that improve the classifier's performance the most. So far, these strategies neglect the fact that an oracle or expert requires time to provide a queried label. We show that existing AL methods deteriorate or even fail under the influence of such verification latency. The problem with these methods is that they estimate a label's utility on the currently available labeled data. However, when this label would arrive, some of the current data may have gotten outdated and new labels have arrived. In this article, we propose to simulate the available data at the time when the label would arrive. Therefore, our method Forgetting and Simulating (FS) forgets outdated information and simulates the delayed labels to get more realistic utility estimates. We assume to know the label's arrival date a priori and the classifier's training data to be bounded by a sliding window. Our extensive experiments show that FS improves stream-based AL strategies in settings with both, constant and variable verification latency.
Predicting flow stress behavior of an AA7075 alloy using machine learning methods.Decke, Jens; Engelhardt, Anna; Rauch, Lukas; Degener, Sebastian; Sajjadifar, Seyedvahid; Scharifi, Emad; Steinhoff, Kurt; Niendorf, Thomas; Sick, Bernhard. In Crystals, 9(12), pp. 1–19. MDPI, 2022.
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This work focuses on the prediction of hot deformation behavior of thermo-mechanically processed precipitation hardenable aluminum alloy AA7075. Data available are focusing on a novel hot forming process at different tool temperatures ranging from 24°C to 350°C to set different cooling rates after solution-heat-treatment. Isothermal uniaxial tensile tests in the temperature range from 200°C to 400°C and at strain rates ranging from 0.001 s^-1 to 0.1 s^-1 were carried out on four different material conditions. The present paper mainly focuses on a comparative study of modeling techniques based on Machine Learning (ML) and the well-known Zerilli-Armstrong model (Z-A) as an empirically based reference. Work focused on predicting single data points of curves that the model was trained on. Due to the novel way data were split with respect to training and testing data, it becomes possible to predict entire stress-strain curves which leads to a reduction in the number of required laboratory experiments, finally saving costs and time in future experiments. While all investigated ML methods showed a higher performance than the Z-A model, the extreme Gradient Boosting model (XGB) showed the superior results, i.e., highest error reduction of 91% with respect to the Mean Squared Error.
Vocational Training with Microlearning - How Low-Immersive 360-Degree Learning Environments Support Work-Process-Integrated Learning.Billert, Matthias Simon; Weinert, Tim; Thiel de Gafenco, Marian; Janson, Andreas; Klusmeyer, Jens; Leimeister, Jan Marco. In IEEE Transactions on Learning Technologies, 15(5), pp. 540–553. 2022.
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In-company training is facing new challenges in preparing employees for the demands of digitalized and automated manufacturing. New training concepts like microlearning are necessary to support work-process-related learning. To handle the limitations of microlearning, we develop a 360-degree learning system to demonstrate a realistic work environment. Nonetheless, there is a lack of design knowledge supporting the motivation and performance of employees using the system. Based on a systematic literature review and semi-structured interviews, we have developed design requirements for interactive 360-degree learning environments. We used a workshop-based mixed-method approach with interviews, concept maps, and video analysis to evaluate the motivation and performance of precision mechanics within a prototypical work-process-oriented learning environment in an inter-company vocational training center. The results show a positive effect on learning outcomes and motivation. In addition, the ease of use and sense of presence while using the learning environment are rated as high. We contribute to theory by shedding new light on learners' motivation and performance within work-process-oriented interactive 360-degree learning environments. Furthermore, we offer guidelines for developing such interactive 360-degree learning environments.
Social Machines.Draude, Claude; Gruhl, Christian; Hornung, Gerrit; Kropf, Jonathan; Lamla, Jörn; Leimeister, Jan Marco; Sick, Bernhard; Stumme, Gerd. In Informatik Spektrum, 45(1), pp. 38–42. 2022.
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Social Machines sind ein Paradigma für die Gestaltung soziotechnischer Systeme, die unter Verwendung von Web- und Plattformlösungen das Potenzial digitaler Technologien mit der Eigenlogik sozialer Interaktion, Organisation und Strukturbildung auf neue Weise zusammenführen. Im Folgenden diskutieren wir das Paradigma der Social Machine aus den Perspektiven der Informatik, der Wirtschaftsinformatik, der Soziologie und des Rechts, um Orientierungspunkte für seine Gestaltung zu identifizieren. Der Begriff ist in der Literatur jedoch bisher nicht abschließend definiert sondern nur durch Beispiele illustriert.
Designing Conversational Evaluation Tools: A Comparison of Text and Voice Modalities to Improve Response Quality in Course Evaluations.Wambsganss, Thiemo; Zierau, Naim; Söllner, Matthias; Käser, Tanja; Koedinger, Kenneth R.; Leimeister, Jan Marco. In Proceedings of the ACM on Human-Computer Interaction (PACMHCI), 6(CSCW2), pp. 1–27. Association for Computing Machinery, New York, NY, USA, 2022.
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Conversational agents (CAs) provide opportunities for improving the interaction in evaluation surveys. To investigate if and how a user-centered conversational evaluation tool impacts users' response quality and their experience, we build EVA - a novel conversational course evaluation tool for educational scenarios. In a field experiment with 128 students, we compared EVA against a static web survey. Our results confirm prior findings from literature about the positive effect of conversational evaluation tools in the domain of education. Second, we then investigate the differences between a voice-based and text-based conversational human-computer interaction of EVA in the same experimental set-up. Against our prior expectation, the students of the voice-based interaction answered with higher information quality but with lower quantity of information compared to the text-based modality. Our findings indicate that using a conversational CA (voice and text-based) results in a higher response quality and user experience compared to a static web survey interface.
Understanding the Design Elements Affecting User Acceptance of Intelligent Agents: Past, Present and Future.Elshan, Edona; Zierau, Naim; Engel, Christian; Janson, Andreas; Leimeister, Jan Marco. In Information Systems Frontiers (Inf Syst Front), 24(3), pp. 699–730. 2022.
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Intelligent agents (IAs) are permeating both business and society. However, interacting with IAs poses challenges moving beyond technological limitations towards the human-computer interface. Thus, the knowledgebase related to interaction with IAs has grown exponentially but remains segregated and impedes the advancement of the field. Therefore, we conduct a systematic literature review to integrate empirical knowledge on user interaction with IAs. This is the first paper to examine 107 Information Systems and Human-Computer Interaction papers and identified 389 relationships between design elements and user acceptance of IAs. Along the independent and dependent variables of these relationships, we span a research space model encompassing empirical research on designing for IA user acceptance. Further we contribute to theory, by presenting a research agenda along the dimensions of the research space, which shall be useful to both researchers and practitioners. This complements the past and present knowledge on designing for IA user acceptance with potential pathways into the future of IAs.
Knowledge cores in large formal contexts.Hanika, Tom; Hirth, Johannes. In Annals of Mathematics and Artificial Intelligence, 90(6), pp. 537–567. 2022.
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Knowledge computation tasks, such as computing a base of valid implications, are often infeasible for large data sets. This is in particular true when deriving canonical bases in formal concept analysis (FCA). Therefore, it is necessary to find techniques that on the one hand reduce the data set size, but on the other hand preserve enough structure to extract useful knowledge. Many successful methods are based on random processes to reduce the size of the investigated data set. This, however, makes them hardly interpretable with respect to the discovered knowledge. Other approaches restrict themselves to highly supported subsets and omit rare and (maybe) interesting patterns. An essentially different approach is used in network science, called k-cores. These cores are able to reflect rare patterns, as long as they are well connected within the data set. In this work, we study k-cores in the realm of FCA by exploiting the natural correspondence of bi-partite graphs and formal contexts. This structurally motivated approach leads to a comprehensible extraction of knowledge cores from large formal contexts.
On the lattice of conceptual measurements.Hanika, Tom; Hirth, Johannes. In Information Sciences, 613, pp. 453–468. 2022.
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We present a novel approach for data set scaling based on scale-measures from formal concept analysis, i.e., continuous maps between closure systems, for which we derive a canonical representation. Moreover, we prove that scale-measures can be lattice ordered using the canonical representation. This enables exploring the set of scale-measures by the use of meet and join operations. Furthermore we show that the lattice of scale-measures is isomorphic to the lattice of sub-closure systems that arises from the original data. Finally, we provide another representation of scale-measures using propositional logic in terms of data set features. Our theoretical findings are discussed by means of examples.
Intrinsic dimension of geometric data sets.Hanika, Tom; Schneider, Friedrich Martin; Stumme, Gerd. In Tohoku Mathematical Journal, 74(1), pp. 23–52. Tohoku University, Mathematical Institute, 2022.
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The curse of dimensionality is a phenomenon frequently observed in machine learning (ML) and knowledge discovery (KD). There is a large body of literature investigating its origin and impact, using methods from mathematics as well as from computer science. Among the mathematical insights into data dimensionality, there is an intimate link between the dimension curse and the phenomenon of measure concentration, which makes the former accessible to methods of geometric analysis. The present work provides a comprehensive study of the intrinsic geometry of a data set, based on Gromov's metric measure geometry and Pestov's axiomatic approach to intrinsic dimension. In detail, we define a concept of geometric data set and introduce a metric as well as a partial order on the set of isomorphism classes of such data sets. Based on these objects, we propose and investigate an axiomatic approach to the intrinsic dimension of geometric data sets and establish a concrete dimension function with the desired properties. Our model for data sets and their intrinsic dimension is computationally feasible and, moreover, adaptable to specific ML/KD-algorithms, as illustrated by various experiments.
Be-handeln und De-aktivieren : ein empirischer Beitrag zur Erweiterung soziomaterieller agency-Konzeptionen am Fall einer ‚Fitness-App‘.Ochs, Carsten. In BEHEMOTH A Journal on Civilisation, 15(1), pp. 74–90. 2022.
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Actor-Network-Theory (ANT) in many accounts is regarded as a forerunner of approaches summarized as ‘new materialism’. Similar to ANT New Materialism tends to conceive of material entities as having agency, i.e. as active contributors to processes of becoming. At the same time, however, criticisms have been raised against ANT as well as against New Materialism as to their undifferentiated conceptions of agency. Against this background, in this article I will contribute to the conceptual differentiation of agency by drawing on the case of a ‘fitness app’. I will do so by first providing a thick description of the app’s workings and the way it is syntagmatically networked in the technoeconomic frame of the data economy. Second, I will introduce Rammert’s and Schulz-Schaeffer’s gradual notion of agency to specify different types of agency performed by the app, including negative ones. Third, I will draw conceptual conclusions following from my analysis.
Cognitive automation.Engel, Christian; Ebel, Philipp; Leimeister, Jan Marco. In Electronic Markets, 32(1), pp. 339–350. 2022.
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Facilitated by AI technology, the phenomenon of cognitive automation extends the scope of deterministic business process automation (BPA) through the probabilistic automation of knowledge and service work. By transforming work systems through cognitive automation, organizations are provided with vast strategic opportunities to gain business value. However, research lacks a unified conceptual lens on cognitive automation, which hinders scientific progress. Thus, based on a Systematic Literature Review, we describe the fundamentals of cognitive automation and provide an integrated conceptualization. We provide an overview of the major BPA approaches such as workflow management, robotic process automation, and Machine Learning-facilitated BPA while emphasizing their complementary relationships. Furthermore, we show how the phenomenon of cognitive automation can be instantiated by Machine Learning-facilitated BPA systems that operate along the spectrum of lightweight and heavyweight IT implementations in larger IS ecosystems. Based on this, we describe the relevance and opportunities of cognitive automation in Information Systems research.
How IT carve-out project complexity influences divestor performance in M&As.Yetton, Philip; Henningsson, Stefan; Böhm, Markus; Leimeister, Jan Marco; Krcmar, Helmut. In European Journal of Information Systems (EJIS), 32(6), pp. 926–988. 2022.
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IT carve-out projects are complex and cost-intensive components of M&A transactions. Existing research sheds little light on the determinants of IT carve-out project complexity and/or its effects on divestor performance. Instead, research has focused on the post-acquisition IT integration project and acquirer performance. This paper presents the first divestor-centric model of IT transactions from the divestor to the acquirer when a Business Unit in a Multi-Business Organization (MBO) is carved out and integrated into another MBO. The model explains how divestor business and IT alignment pre-conditions contribute to increased IT carve-out project complexity. Such complexity increases IT carve-out project time to physical IT separation and creates IT stranded assets, which decrease post-divestment business, IT alignment and divestor performance. The current recommended strategy of adopting transitional service agreements (TSAs) to handle IT carve-out complexity is compared with two new proactive strategies derived from the model. TSA-based strategies restrict the divestor from both decommissioning IT stranded assets and reconfiguring its IT assets to support its new post-divestment business strategy. The two new strategies address IT carve-out complexity without incurring the negative effects from adopting TSAs.
Why the agile mindset matters.Eilers, Karen; Peters, Christoph; Leimeister, Jan Marco. In Technological Forecasting and Social Change, 179(121650), pp. 1–14. 2022.
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Volatility, uncertainty, complexity, and ambiguity (VUCA) are drivers in today's business world. To perform amid this accelerated change and the digitalization progress, organizations are implementing agility. However, such an implementation does not happen without stumbling blocks and some fail. One reason for this is actors’ agile mindset (AM), which is necessary to deal succefully within a VUCA environment. Knowledge of the AM is in its infancy and conceptualization and measuring tools for it are lacking. Furthermore, the relation of the AM in terms of strategic agility and performance is still unclear. Our study aims to close these gaps. We examine AM through 15 interviews and a survey (N = 449) to predict strategic agility and performance. As a result, we conceptualize AM as an attitude that comprises four dimensions: attitude towards 1) learning spirit, 2) collaborative exchange, 3) empowered self-guidance, and 4) customer co-creation. Furthermore, we describe how actors with an AM deal with new technologies. We found that AM affects organizational performance mediated by strategic agility. These findings contribute to the agility and management research by providing a conceptualization and measuring instrument for AM. Furthermore, its relevance for strategic agility is explained and its relationship with organizational performance outlined.
Artificial intelligence for online characterization of ultrashort X‑ray free‑electron laser pulses.Dingel, Kristina; Otto, Thorsten; Marder, Lutz; Funke, Lars; Held, Arne; Savio, Sara; Hans, Andreas; Hartmann, Gregor; Meier, David; Viefhaus, Jens; Sick, Bernhard; Ehresmann, Arno; Ilchen, Markus; Helml, Wolfram. In Scientific Reports, 12(1), pp. 1–14. Nature Publishing Group, 2022.
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X-ray free-electron lasers (XFELs) as the world’s brightest light sources provide ultrashort X-ray pulses with a duration typically in the order of femtoseconds. Recently, they have approached and entered the attosecond regime, which holds new promises for single-molecule imaging and studying nonlinear and ultrafast phenomena such as localized electron dynamics. The technological evolution of XFELs toward well-controllable light sources for precise metrology of ultrafast processes has been, however, hampered by the diagnostic capabilities for characterizing X-ray pulses at the attosecond frontier. In this regard, the spectroscopic technique of photoelectron angular streaking has successfully proven how to non-destructively retrieve the exact time–energy structure of XFEL pulses on a single-shot basis. By using artificial intelligence techniques, in particular convolutional neural networks, we here show how this technique can be leveraged from its proof-of-principle stage toward routine diagnostics even at high-repetition-rate XFELs, thus enhancing and refining their scientific accessibility in all related disciplines.
When thinking about work makes employees reach for their devices: A longitudinal autoregressive diary study.Heissler, Clara; Kern, Marcel; Ohly, Sandra. In Journal of Business and Psychology. 2022.
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Gamifying Online Training in Management Education to Support Emotional Engagement and Problem-solving Skills.Schöbel, Sofia; Janson, Andreas; Leimeister, Jan Marco. In Journal of Management Education (JME), 47(2), pp. 166–203. 2022.
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Online training to improve problem-solving skills has become increasingly important in management learning. In online environments, learners take a more active role which can lead to stressful situations and decreased motivation. Gamification can be applied to support learner motivation and emotionally boost engagement by using game-like elements in a non-game context. However, using gamification does not necessarily result in supporting positive learning outcomes. Our analysis sheds light on these aspects and evaluates the effects of points and badges on engagement and problem-solving outcomes. We used an experimental approach with a fully randomized pre-test/post-test design of a gamified online management training program with 68 participants. The results demonstrate that points and badges do not directly improve problem-solving skills but are mediated by emotional engagement to positively influence problem-solving skills. Additionally, satisfaction with the gamification learning process positively relates to emotional engagement. Thus, when creating online training programs, it is essential to consider how to engage students and to think about the design of the learning environment. By identifying the limitations of gamification elements, the study’s results can provide educators with information about the design implications of online training programs for management learning.
Research Topic Flows in Co-Authorship Networks.Schäfermeier, Bastian; Hirth, Johannes; Hanika, Tom. In Scientometrics. 2022.
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In scientometrics, scientific collaboration is often analyzed by means of co-authorships. An aspect which is often overlooked and more difficult to quantify is the flow of expertise between authors from different research topics, which is an important part of scientific progress. With the Topic Flow Network (TFN) we propose a graph structure for the analysis of research topic flows between scientific authors and their respective research fields. Based on a multi-graph and a topic model, our proposed network structure accounts for intratopic as well as intertopic flows. Our method requires for the construction of a TFN solely a corpus of publications (i.e., author and abstract information). From this, research topics are discovered automatically through non-negative matrix factorization. The thereof derived TFN allows for the application of social network analysis techniques, such as common metrics and community detection. Most importantly, it allows for the analysis of intertopic flows on a large, macroscopic scale, i.e., between research topic, as well as on a microscopic scale, i.e., between certain sets of authors. We demonstrate the utility of TFNs by applying our method to two comprehensive corpora of altogether 20 Mio. publications spanning more than 60 years of research in the fields computer science and mathematics. Our results give evidence that TFNs are suitable, e.g., for the analysis of topical communities, the discovery of important authors in different fields, and, most notably, the analysis of intertopic flows, i.e., the transfer of topical expertise. Besides that, our method opens new directions for future research, such as the investigation of influence relationships between research fields.
Fast Bayesian Updates for Deep Learning with a Use Case in Active Learning.Herde, Marek; Huang, Zhixin; Huseljic, Denis; Kottke, Daniel; Vogt, Stephan; Sick, Bernhard. In arXiv e-prints, p. arXiv:2210.06112. 2022.
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Retraining deep neural networks when new data arrives is typically computationally expensive. Moreover, certain applications do not allow such costly retraining due to time or computational constraints. Fast Bayesian updates are a possible solution to this issue. Therefore, we propose a Bayesian update based on Monte-Carlo samples and a last-layer Laplace approximation for different Bayesian neural network types, i.e., Dropout, Ensemble, and Spectral Normalized Neural Gaussian Process (SNGP). In a large-scale evaluation study, we show that our updates combined with SNGP represent a fast and competitive alternative to costly retraining. As a use case, we combine the Bayesian updates for SNGP with different sequential query strategies to exemplarily demonstrate their improved selection performance in active learning.
Enhancing argumentative writing with automated feedback and social comparison nudging.Wambsganss, Thiemo; Janson, Andreas; Leimeister, Jan Marco. In Computers & Education, 191. Elsevier, 2022.
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The advantages offered by natural language processing (NLP) and machine learning enable students to receive automated feedback on their argumentation skills, independent of educator, time, and location. Although there is a growing amount of literature on formative argumentation feedback, empirical evidence on the effects of adaptive feedback mechanisms and novel NLP approaches to enhance argumentative writing remains scarce. To help fill this gap, the aim of the present study is to investigate whether automated feedback and social comparison nudging enable students to internalize and improve logical argumentation writing abilities in an undergraduate business course. We conducted a mixed-methods study to investigate the impact of argumentative writing on 71 students in a field experiment. Students in treatment group 1 completed their assignment while receiving automated feedback, whereas students in treatment group 2 completed the same assignment while receiving automated feedback with a social comparison nudge that indicated how other students performed on the same assignment. Students in the control group received generalized feedback based on rules of syntax. We found that participants who received automated argumentation feedback with a social comparison nudge wrote more convincing texts with higher-quality argumentation compared to the two benchmark groups (p < 0.05). The measured self-efficacy, perceived ease of use, and qualitative data provide valuable insights that help explain this effect. The results suggest that embedding automated feedback in combination with social comparison nudges enables students to increase their argumentative writing skills by triggering psychological processes. Receiving only automated feedback in the form of in-text argumentative highlighting without any further guidance appears not to significantly influence students’ writing abilities when compared to syntactic feedback.
Conversational Agents for Information Retrieval in the Education Domain: A User-Centered Design Investigation.Schmitt, Anuschka; Wambsganss, Thiemo; Leimeister, Jan Marco. In Proceedings of the ACM on Human-Computer Interaction (PACMHCI), 6(486). 2022.
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Text-based conversational agents (CAs) are widely deployed across a number of daily tasks, including information retrieval. However, most existing agents follow a default design that disregards user needs and preferences, ultimately leading to a lack of usage and an unsatisfying user experience. To better understand how CAs can be designed in order to lead to effective system use, we deduced relevant design requirements from both literature and 13 user interviews. We built and tested a question-answering, text-based CA for an information retrieval task in an education scenario. Results from our experimental test with 41 students indicate that following a user-centered design has a significant positive effect on enjoyment and trust in a CA as opposed to deploying a default CA. If not designed with the user in mind, CAs are not necessarily more beneficial than traditional question-answering systems. Beyond practical implications for effective CA design, this paper points towards key challenges and potential research avenues when deploying social cues for CAs.
Kollaboration im Datenschutz. Collaboration Engineering als Instrument zur partizipativen und nachhaltigen Gestaltung von Datenschutzprozessen.Hornung, G.; Söllner, M.; Stroscher, J.-P.; Zahn, E.-M. In DuD, pp. 384–389. 2022.
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Der Forschungsdatenzugang nach dem neuen Art. 40 Digital Services Act.Löber, Lena. In ZD-Aktuell, p. 01420. 2022.
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Weisfeiler-Lehman goes Dynamic: An Analysis of the Expressive Power of Graph Neural Networks for Attributed and Dynamic Graphs.Beddar-Wiesing, Silvia; D’Inverno, Giuseppe Alessio; Graziani, Caterina; Lachi, Veronica; Moallemy-Oureh, Alice; Scarselli, Franco; Thomas, Josephine. In arXiv e-prints, p. arXiv:2210.03990. 2022.
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Graph Neural Networks (GNNs) are a large class of relational models for graph processing. Recent theoretical studies on the expressive power of GNNs have focused on two issues. On the one hand, it has been proven that GNNs are as powerful as the Weisfeiler-Lehman test (1-WL) in their ability to distinguish graphs. Moreover, it has been shown that the equivalence enforced by 1-WL equals unfolding equivalence. On the other hand, GNNs turned out to be universal approximators on graphs modulo the constraints enforced by 1-WL/unfolding equivalence. However, these results only apply to Static Undirected Homogeneous Graphs with node attributes. In contrast, real-life applications often involve a variety of graph properties, such as, e.g., dynamics or node and edge attributes. In this paper, we conduct a theoretical analysis of the expressive power of GNNs for these two graph types that are particularly of interest. Dynamic graphs are widely used in modern applications, and its theoretical analysis requires new approaches. The attributed type acts as a standard form for all graph types since it has been shown that all graph types can be transformed without loss to Static Undirected Homogeneous Graphs with attributes on nodes and edges (SAUHG). The study considers generic GNN models and proposes appropriate 1-WL tests for those domains. Then, the results on the expressive power of GNNs are extended by proving that GNNs have the same capability as the 1-WL test in distinguishing dynamic and attributed graphs, the 1-WL equivalence equals unfolding equivalence and that GNNs are universal approximators modulo 1-WL/unfolding equivalence. Moreover, the proof of the approximation capability holds for SAUHGs, which include most of those used in practical applications, and it is constructive in nature allowing to deduce hints on the architecture of GNNs that can achieve the desired accuracy.
Prospects for a New Materialist Informatics: Introduction to a Special Issue.Klumbytė, Goda; Draude, Claude. In Matter: Journal of New Materialist Research, 3(1), p. I-XIV. 2022.
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Towards Context Awareness for Cooperative VRU Collision Avoidance.Morold, M.; Bachmann, M.; David, K. In IEEE Vehicular Technology Magazine, 17(3), pp. 75 – 83. 2022.
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Verarbeitung der PNR-Fluggastaten, Anmerkung zu EuGH, Urteil v. 21.06.2022 – C-819/19.Schild, H.-H. In Zeitschrift für Datenschutz, 2022, pp. 558–560. 2022.
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Quantum computing.Rietsche, Roman; Dremel, Christian; Bosch, Samuel; Steinacker, Léa; Meckel, Miriam; Leimeister, Jan Marco. In Electronic Markets, 32(4), pp. 2525–2536. 2022.
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Quantum computing promises to be the next disruptive technology, with numerous possible applications and implications for organizations and markets. Quantum computers exploit principles of quantum mechanics, such as superposition and entanglement, to represent data and perform operations on them. Both of these principles enable quantum computers to solve very specific, complex problems significantly faster than standard computers. Against this backdrop, this fundamental gives a brief overview of the three layers of a quantum computer: hardware, system software, and application layer. Furthermore, we introduce potential application areas of quantum computing and possible research directions for the field of information systems.
Collaborative Speculations on Future Themes for Participatory Design in Germany.Mucha, Henrik; de Barros, Ana Correia; Benjamin, Jesse Josua; Benzmüller, Christoph; Bischof, Andreas; Buchmüller, Sandra; de Carvalho, Alexandra; Dhungel, Anna-Katharina; Draude, Claude; Fleck, Marc-Julian; Jarke, Juliane; Klein, Stefanie; Kortekaas, Caroline; Kurze, Albrecht; Linke, Diane; Maas, Franzisca; Marsden, Nicola; Melo, Ricardo; Michel, Susanne; Müller-Birn, Claudia; Pröbster, Monika; Rießenberger, Katja Antonia; Schäfer, Mirko Tobias; Sörries, Peter; Stilke, Julia; Volkmann, Torben; Weibert, Anne; Weinhold, Wilhelm; Wolf, Sara; Zorn, Isabel; Heidt, Michael; Berger, Arne. In i-com, 21(2), pp. 283–298. 2022.
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Participatory Design means recognizing that those who will be affected by a future technology should have an active say in its creation. Yet, despite continuous interest in involving people as future users and consumers into designing novel and innovative future technology, participatory approaches in technology design remain relatively underdeveloped in the German HCI community. This article brings together the diversity of voices, domains, perspectives, approaches, and methods that collectively shape Participatory Design in Germany. In the following, we (1) outline our understanding of participatory practice and how it is different from mere user involvement; (2) reflect current issues of participatory and fair technology design within the German Participatory Design community; and (3) discuss tensions relevant to the field, that we expect to arise in the future, and which we derived from our 2021 workshop through a speculative method. We contribute an introduction and an overview of current themes and a speculative outlook on future issues of Participatory Design in Germany. It is meant to inform, provoke, inspire and, ultimately, invite participation within the wider Computer Science community.
Das Recht der IT-Sicherheit in der Stromversorgung. Unter besonderer Berücksichtigung des IT-Sicherheitsgesetzes 2.0 und der neuen BSI-Kritisverordnung (BSI-KritisV).Schaller, T. In Computer und Recht 2022, pp. 635–643. 2022.
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AUDITOR: Zwischenstand im Forschungsprojekt „European Cloud Service Data Protection Certification“.Müller, J. In ZD-Aktuell, (01239). 2022.
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Intraview: Speculative Materialities, Indigenous Worldings and Decolonial Futures in Computing & Design.Klumbytė, Goda; Britton, Ren Loren; Laiti, Outi; Prado de O. Martins, Luiza; Snelting, Femke; Ward, Caroline. In Matter: Journal of New Materialist Research, 3(1), pp. 182–196. 2022.
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Graph Neural Networks Designed for Different Graph Types: A Survey.Thomas, Josephine M.; Moallemy-Oureh, Alice; Beddar-Wiesing, Silvia; Holzhüter, Clara. In arXiv e-prints, p. arXiv:2204.03080. 2022.
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Graphs are ubiquitous in nature and can therefore serve as models for many practical but also theoretical problems. Based on this, the young research field of Graph Neural Networks (GNNs) has emerged. Despite the youth of the field and the speed in which new models are developed, many good surveys have been published in the last years. Nevertheless, an overview on which graph types can be modeled by GNNs is missing. In this survey, we give a detailed overview of already existing GNNs and, unlike previous surveys, categorize them according to their ability to handle different graph types and properties. We consider GNNs operating on static as well as on dynamic graphs of different structural constitutions, with or without node or edge attributes. Moreover in the dynamic case, we separate the models in discrete-time and continuous-time dynamic graphs based on their architecture. While ordering the existing GNN models, we find, that there are still graph types, that are not or only rarely covered by existing GNN models. We point out where models are missing and give potential reasons for their absence.
Almanac: Algorithmic Kinning.Klumbytė, Goda. In Matter: Journal of New Materialist Research, 3(1), pp. 160–164. 2022.
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TTDSG – ein Überblick mit Keksbeilage.Johannes, Paul C. In LRZ. 2022.
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Auswirkungen ausländischer Gesetzgebung auf die deutsche Cybersicherheit.Roßnagel, Alexander; Geminn, Christian; Müller, Johannes; Johannes, Paul. In Datenschutz und Datensicherheit, pp. 156–163. 2022.
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Europäisches Datenrecht – ein Spickzettel.Johannes, Paul C. In ZD-Aktuell, p. 01166. 2022.
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Datenschutz und Datensicherheit in China Überblick zu PIPL und DSL.Johannes, Paul C. In Zeitschrift für Datenschutz, pp. 90–98. 2022.
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Auswirkungen ausländischer Gesetzgebung auf deutsche IT-Sicherheit.Roßnagel, Alexander; Geminn, Christian; Johannes, Paul C.; Müller, Johannes. In Datenschutz und Datensicherheit, pp. 156–163. 2022.
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Marktübersicht zu Schulungen Datenschutzbeauftragter.Johannes, Paul C. In ZD-Aktuell, p. 01115. 2022.
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Designfaktoren zur Wertmaximierung von B2B Datenaustausch in datengetriebenen Plattform Ökosystemen.Tingelhoff, Fabian; Elshan, Edona; Ebel, Philipp. In HMD Praxis der Wirtschaftsinformatik, 59(5), pp. 1323–1339. Springer Nature, 2022.
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Datengetriebene Plattform Ökosysteme bilden eine Formalisierung und Automatisierung des Datenaustausches zwischen Unternehmen. Als solche stellen sie eine Technologie dar, durch dessen Verwendung Vorteile gegenüber eines herkömmlichen Datenaustausches (z. B. über Excel-Sheets und Emails) erzielt werden können. Jedoch sind Studien, die aus einer Ökosystem-Perspektive beleuchten, wie solche Plattformen mehrwert-optimiert gestaltet werden können, bislang unterrepräsentiert. Diese Forschungslücke soll innerhalb der vorliegenden Studie durch eine Datenerhebung in der Praxis geschlossen werden. In einer Interviewstudie mit 11 Vertretern aus deutschsprachigen, international tätigen Unternehmen wurden Organisationsteilnehmer des mittleren und gehobenen Managements zu ihrer Partizipation in datengetriebenen Plattformen befragt. Dabei liefert dieses Paper im Wesentlichen 3 Beiträge: 1. Designfaktoren zur Wertmaximierung der Plattform-Teilnehmer wurden aus einer Ökosystem-Perspektive herausgearbeitet. Zusätzlich wurde ein Framework zur Auflistung und Kategorisierung wichtiger Designfaktoren angefertigt. 2. Auf Grundlage der Literaturanalyse und Praxisdaten wurden zwei Thesen entwickelt, die spezifische Design-Anforderungen beschreiben, welchen im Rahmen der Datensammlung und -Auswertung besondere Beachtung zugesprochen wurde. 3. Das Verständnis von Wertbildung im digitalen Raum wurde auf Datenaustausch-Plattformen erweitert. Die ersten beiden Beiträge dieses Papers adressieren Praktiker. Unternehmen sollen ermächtigt werden, zielgerichtete und informierte Entscheidungen im Bezug zur wertmaximierenden Gestaltung inter-organisationalen Datenaustauschs treffen zu können. Gleichzeitig soll mittels der zwei Thesen zu datengetriebenen Austauschplattformen eine Diskussion über ihre Rolle in der Praxis angestoßen werden. Der dritte Beitrag dieser Studie widmet sich dem akademischen Diskurs, da über die Erweiterung des Verständnisses von Wertbildung im digitalen Raum auf Datenaustausch-Plattformen eine Grundlage für die weitergehende Erforschung dieses Plattform-Typs geschaffen werden soll.
Toward Context Awareness for Cooperative Vulnerable Road User Collision Avoidance: Incorporating Related Contextual Information.Morold, M.; Bachmann, M.; David, K. In IEEE Vehicular Technology Magazine, 17(3), pp. 75–83. 2022.
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EmotionAware 2022: Sixth International Workshop on Emotion Awareness for Pervasive Computing Beyond Traditional Approaches - Welcome and Committees.David, Klaus; Dobbins, Chelsea; Okoshi, Tadashi; Ohly, Sandra; Peltonen, Ella. In 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022, p. i-ii. IEEE Computer Society, Los Alamitos, CA, USA, 2022.
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Datenschutz vor Gericht - Eine Betrachtung des gerichtlichen Rechtsschutzes.Schild, H.-H. In Datenschutz-Berater, pp. 332–335. 2022.
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Proactive hybrid learning and optimisation in self-adaptive systems: The swarm-fleet infrastructure scenario.Krupitzer, Christian; Gruhl, Christian; Sick, Bernhard; Tomforde, Sven. In Information and Software Technology, 145, p. 106826. Elsevier, 2022.
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Context: Smart and adaptive Systems, such as self-adaptive and self-organising (SASO) systems, typically consist of a large set of highly autonomous and heterogeneous subsystems that are able to adapt their behaviour to the requirements of ever-changing, dynamic environments. Their successful operation is based on appropriate modelling of the internal and external conditions. Objective: The control problem for establishing a near-to-optimal coordinated behaviour of systems with multiple, potentially conflicting objectives is either approached in a distributed (i.e., fully autonomous by the autonomous subsystems) or in a centralised way (i.e. one instance controlling the optimisation and planning process). In the distributed approach, selfish behaviour and being limited to local knowledge may lead to sub-optimal system behaviour, while the centralised approach ignores the autonomy and the coordination efforts of parts of the system. Method: In this article, we present a concept for a hybrid (i.e., integrating a central optimisation with a distributed decision-making process) system management that combines local reinforcement learning and self-awareness mechanisms of fully autonomous subsystems with external system-wide planning and optimisation of adaptation freedom that steers the behaviour dynamically by issuing plans and guidelines augmented with incentivisation schemes. Results: This work addresses the inherent uncertainty of the dynamic system behaviour, the local autonomous and context-aware learning of subsystems, and proactive control based on adaptiveness. We provide the ‘swarm-fleet infrastructure’—a self-organised taxi service established by autonomous, privately-owned cars—as a testbed for structured comparison of systems. Conclusion: The ‘swarm-fleet infrastructure’ supports the advantages of a proactive hybrid self-adaptive and self-organising system operation. Further, we provide a system model to combine the system-wide optimisation while ensuring local decision-making through reinforcement learning for individualised configurations.
Optimizing a superconducting radio-frequency gun using deep reinforcement learning.Meier, David; Ramirez, Luis Vera; Völker, Jens; Viefhaus, Jens; Sick, Bernhard; Hartmann, Gregor. In Physical Review Accelerators and Beams, 25(10), p. 104604. American Physical Society, 2022.
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Superconducting photoelectron injectors are promising for generating highly brilliant pulsed electron beams with high repetition rates and low emittances. Experiments such as ultrafast electron diffraction, experiments at the Terahertz scale, and energy recovery linac applications require such properties. However, optimizing the beam properties is challenging due to the high number of possible machine parameter combinations. This article shows the successful automated optimization of beam properties utilizing an already existing simulation model. To reduce the required computation time, we replace the costly simulation with a faster approximation with a neural network. For optimization, we propose a reinforcement learning approach leveraging the simple computation of the derivative of the approximation. We prove that our approach outperforms standard optimization methods for the required function evaluations given a defined minimum accuracy.
Traversing the Insider’s Path toward Equitable Research Practices for Migrants.Dankwa, Nana Kesewaa. In Interactions, 29(2), pp. 62–65. Association for Computing Machinery, New York, NY, USA, 2022.
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In this forum we explore different perspectives for how to apply intersectionality as a critical framework for design across multiple contexts. --- Yolanda A. Rankin and Jakita O. Thomas, Editors
Zur Einführung einer Überwachungs-Gesamtrechnung.Bile, Tamer; Friedewald, M.; Roßnagel, Alexander; Geminn, Christian; Karaboga, M.; Hansen, M.; Bieker, F. In Datenschutz und Datensicherheit, pp. 572–577. 2022.
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Improving Students Argumentation Learning with Adaptive Self-Evaluation Nudging.Wambsganss, Thiemo; Janson, Andreas; Käser, Tanja; Leimeister, Jan Marco. In Proceedings of the ACM on Human-Computer Interaction (PACMHCI), 6(520), pp. 1–31. 2022.
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Recent advantages from computational linguists can be leveraged to nudge students with adaptive self evaluation based on their argumentation skill level. To investigate how individual argumentation self evaluation will help students write more convincing texts, we designed an intelligent argumentation writing support system called ArgumentFeedback based on nudging theory and evaluated it in a series of three qualitative and quaxntitative studies with a total of 83 students. We found that students who received a self-evaluation nudge wrote more convincing texts with a better quality of formal and perceived argumentation compared to the control group. The measured self-efficacy and the technology acceptance provide promising results for embedding adaptive argumentation writing support tools in combination with digital nudging in traditional learning settings to foster self-regulated learning. Our results indicate that the design of nudging-based learning applications for self-regulated learning combined with computational methods for argumentation self-evaluation has a beneficial use to foster better writing skills of students.
Pose and Semantic Map Based Probabilistic Forecast of Vulnerable Road Users Trajectories.Kress, Viktor; Jeske, Fabian; Zernetsch, Stefan; Doll, Konrad; Sick, Bernhard. In IEEE Transactions on Intelligent Vehicles, 8(3), pp. 2592–2603. IEEE, 2022.
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In this article, an approach for probabilistic trajectory forecasting of vulnerable road users (VRUs) is presented, taking into consideration past movements and the surrounding environment. Past movements are represented by 3D poses reflecting the posture and movements of individual body parts. The surrounding environment is modeled in the form of semantic maps showing, e.g., the course of streets, sidewalks, and the occurrence of obstacles. Forecasts are generated in grids discretizing the space and in the form of arbitrary discrete probability distributions. The distributions are evaluated for their reliability, sharpness, and positional accuracy. We compare our method with two approaches providing forecasts in the form of continuous probability distributions, and we discuss their respective advantages and disadvantages. We thereby investigate the impact of poses and semantic maps. Using a technique we refer to as spatial label smoothing, our approach is able to achieve reliable forecasts. Overall, the 3D poses have a positive impact on the forecasts. The semantic maps facilitate the adaptation of the probability distributions to the individual situation and prevent forecasts of trajectories leading through obstacles. Our method is evaluated on a dataset recorded in inner-city traffic using a research vehicle. The dataset has been made publicly available.
How to Achieve Ethical Persuasive Design: A Review and Theoretical Propositions for Information Systems.Benner, Dennis; Schöbel, Sofia; Janson, Andreas; Leimeister, Jan Marco. In AIS Transactions on Human-Computer Interaction (THCI), 14(4), pp. 548–577. 2022.
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Persuasive system design (PSD) is an umbrella term for designs in information systems (IS) that can influence people’s attitude, behavior, or decision making for better or for worse. On the one hand, PSD can improve users’ engagement and motivation to change their attitude, behavior, or decision making in a favorable way, which can help them achieve a desired outcome and, thus, improve their wellbeing. On the other hand, PSD misuse can lead to unethical and undesirable outcomes, such as disclosing unnecessary information or agreeing to terms that do not favor users, which, in turn, can negatively impact their wellbeing. These powerful persuasive designs can involve concepts such as gamification, gamblification, and digital nudging, which all have become prominent in recent years and have been implemented successfully across different sectors, such as education, e-health, e-governance, e-finance, and digital privacy contexts. However, such persuasive influence on individuals raises ethical questions as PSD can impair users’ autonomy or persuade them towards a third party’s goals and, hence, lead to unethical decision-making processes and outcomes. In human-computer interaction, recent advances in artificial intelligence have made this topic particularly significant. These novel technologies allow one to influence the decisions that users make, to gather data, and to profile and persuade users into unethical outcomes. These unethical outcomes can lead to psychological and emotional damage to users. To understand the role that ethics play in persuasive system design, we conducted an exhaustive systematic literature analysis and 20 interviews to overview ethical considerations for persuasive system design. Furthermore, we derive potential propositions for more ethical PSD and shed light on potential research gaps.
FDGNN: Fully Dynamic Graph Neural Network.Moallemy-Oureh, Alice; Beddar-Wiesing, Silcia; Nather, Rüdiger; Thomas, Josephine M. In arXiv e-prints, p. arXiv:2206.03469. 2022.
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Dynamic Graph Neural Networks recently became more and more important as graphs from many scientific fields, ranging from mathematics, biology, social sciences, and physics to computer science, are dynamic by nature. While temporal changes (dynamics) play an essential role in many real-world applications, most of the models in the literature on Graph Neural Networks (GNN) process static graphs. The few GNN models on dynamic graphs only consider exceptional cases of dynamics, e.g., node attribute-dynamic graphs or structure-dynamic graphs limited to additions or changes to the graph's edges, etc. Therefore, we present a novel Fully Dynamic Graph Neural Network (FDGNN) that can handle fully-dynamic graphs in continuous time. The proposed method provides a node and an edge embedding that includes their activity to address added and deleted nodes or edges, and possible attributes. Furthermore, the embeddings specify Temporal Point Processes for each event to encode the distributions of the structure- and attribute-related incoming graph events. In addition, our model can be updated efficiently by considering single events for local retraining.
Klarnamenpflicht nach DS-GVO und TTDSG.Nebel, Maxi. In ZD-Aktuell, p. 01077. 2022.
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Datensouveränität im Spannungsfeld zwischen Datenschutz und Datennutzung: das Beispiel des Data Governance Acts.Hornung, Gerrit; Schomberg, Sabrina. In Computer und Recht, pp. 508–516. 2022.
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Kollaboration im Datenschutz. Datenschutz und Datensicherheit.Hornung, Gerrit; Söllner, Matthias; Stroscher, Jan-Philipp; Zahn, Eva-Maria. In Datenschutz und Datensicherheit - DuD, 46(6), pp. 384–389. 2022.
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Die DSGVO enthält sehr unterschiedliche Vorgaben zur Zusammenarbeit verschiedener Akteure, aber kein systematisches Modell für die Ausgestaltung dieser Formen der Zusammenarbeit. Gerade für KMU könnten standardisierte Verfahren ein Ansatz zur effizienten Umsetzung sein. Der Beitrag untersucht die Frage, an welchen Stellen Ansätze des Collaboration Engineering Zusammenarbeitsprozesse ermöglichen würden, die die gesetzlichen Vorgaben mit Leben füllen.
Regelung der Verarbeitung von Beschäftigtendaten durch nationale Spezifizierung, Anmerkung zu EuGH, Schlussanträge v. 22.9.2022 – C-34/21.Schild, H.-H. In Zeitschrift für Datenschutz, 2022, pp. 664–666. 2022.
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Three-dimensional close-to-substrate trajectories of magnetic microparticles in dynamically changing magnetic field landscapes.Huhnstock, Rico; Reginka, Meike; Sonntag, Claudius; Merkel, Maximilian; Dingel, Kristina; Sick, Bernhard; Vogel, Michael; Ehresmann, Arno. In Scientific Reports, 12(1), pp. 1–10. Springer Nature, 2022.
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The transport of magnetic particles (MPs) by dynamic magnetic field landscapes (MFLs) using magnetically patterned substrates is promising for the development of Lab-on-a-chip (LOC) systems. The inherent close-to-substrate MP motion is sensitive to changing particle–substrate interactions. Thus, the detection of a modified particle–substrate separation distance caused by surface binding of an analyte is expected to be a promising probe in analytics and diagnostics. Here, we present an essential prerequisite for such an application, namely the label-free quantitative experimental determination of the three-dimensional trajectories of superparamagnetic particles (SPPs) transported by a dynamically changing MFL. The evaluation of defocused SPP images from optical bright-field microscopy revealed a “hopping”-like motion of the magnetic particles, previously predicted by theory, additionally allowing a quantification of maximum jump heights. As our findings pave the way towards precise determination of particle–substrate separations, they bear deep implications for future LOC detection schemes using only optical microscopy.
A Review of Uncertainty Calibration in Pretrained Object Detectors.Huseljic, Denis; Herde, Marek; Muejde, Mehmet; Sick, Bernhard. In arXiv e-prints, p. arXiv:2210.02935. 2022.
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In the field of deep learning based computer vision, the development of deep object detection has led to unique paradigms (e.g., two-stage or set-based) and architectures (e.g., Faster-RCNN or DETR) which enable outstanding performance on challenging benchmark datasets. Despite this, the trained object detectors typically do not reliably assess uncertainty regarding their own knowledge, and the quality of their probabilistic predictions is usually poor. As these are often used to make subsequent decisions, such inaccurate probabilistic predictions must be avoided. In this work, we investigate the uncertainty calibration properties of different pretrained object detection architectures in a multi-class setting. We propose a framework to ensure a fair, unbiased, and repeatable evaluation and conduct detailed analyses assessing the calibration under distributional changes (e.g., distributional shift and application to out-of-distribution data). Furthermore, by investigating the influence of different detector paradigms, post-processing steps, and suitable choices of metrics, we deliver novel insights into why poor detector calibration emerges. Based on these insights, we are able to improve the calibration of a detector by simply finetuning its last layer.
Designing a Co-creation System for the Development of Work-process-related Learning Material in Manufacturing.Weinert, Tim; Billert, Matthias; Thiel de Gafenco, Marian; Janson, Andreas; Leimeister, Jan Marco. In Computer Supported Cooperative Work (CSCW), 32(1), pp. 5–53. 2022.
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The increasing digitalization and automatization in the manufacturing industry as well as the need to learn on the job has reinforced the need for much more granular learning, which has not yet impacted the design of learning materials. In this regard, granular learning concepts require situated learning materials to support self-directed learning in the workplace in a targeted manner. Co-creation approaches offer promising opportunities to support employees in the independent design of such situated learning materials. Using an action-design research (ADR) approach, we derived requirements from co-creation concepts and practice by conducting focus group workshops in manufacturing and vocational training schools to develop design principles for a co-creation system that supports employees through the creation process of work-process-related learning material. Consequently, we formulate four design principles for the design of a collaborative learning and qualification system for manufacturing. Using an innovative mixed methods approach, we validate these design principles and design features to demonstrate the success of the developed artifact. The results provide insights regarding the design of a co-creation system to support learners in the co-creation of learning material with the consideration of cognitive load (CL). Our study contributes to research and practice by proposing novel design principles for supporting employees in peer creation processes. Furthermore, our study reveals how co-creation systems can support the collaborative development of learning materials in the work process.
Use IT Again? Dynamic Roles of Habit, Intention and their Interaction on Continued System Use by Individuals in Utilitarian, Volitional Contexts.Söllner, Matthias; Mishra, Abhay Nath; Becker, Jan-Michael; Leimeister, Jan Marco. In European Journal of Information Systems (EJIS). 2022.
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This paper employs a longitudinal perspective to examine continued system use (CSU) by individuals in utilitarian, volitional contexts when alternative systems are present . We focus on two key behavioural antecedents of CSU – habit and continuance intention – and theorise how the relationships between CSU and these antecedents evolve over time. In addition, we hypothesise how the interaction effect of habit and intention on CSU evolves temporally. Our theorising differs from extant literature in two important respects: 1) In contrast to the widespread acceptance of the diminishing effect of continuance intention on CSU in the information systems (IS) literature, we hypothesise that in our context, its impact increases with time; and 2) In contrast to the negative moderation effect of habit on the relationship between intention and CSU proposed in the literature, we posit a positive interaction effect. We collect longitudinal survey data on the use of a higher education IS from students in a European university. Our results suggest that the impact of continuance intention on CSU as well as the interaction effect between habit and intention are increasing over time. We further introduce a methodological innovation – the permutation approach to conduct the multi-group analysis with repeated measures – to the literature.
The Role of Design Patterns in the Development and Legal Assessment of Lawful Technologies.Dickhaut, Ernestine; Li, Mahei Manhai; Janson, Andreas; Leimeister, Jan Marco. In Electronic Markets (Electron Markets), 32(4), pp. 2311–2331. 2022.
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Novel technologies such as smart personal assistants integrate digital services into everyday life. These services use personal data to offer personalized services. While they are subject to special data protection regulations at the time of development, there are few guidelines describing the transition from legal requirements to implementation. To reduce risks, services depend on external legal assessments. With developers and legal experts often missing either legal or technical knowledge, the challenge lies in bridging this gap. We observe that design patterns support both developers and legal experts, and we present an approach in which design patterns are leveraged to provide twofold value for both developers and legal experts when dealing with novel technologies. We conducted a revelatory case study for smart personal assistants and scaffolded the case interpretation through cognitive fit theory. On the basis of the findings, we develop a theoretical model to explain and predict the twofold value of design patterns to develop and assess lawful technologies.
Efficient SVDD sampling with approximation guarantees for the decision boundary.Englhardt, Adrian; Trittenbach, Holger; Kottke, Daniel; Sick, Bernhard; Böhm, Klemens. In Machine Learning, 111(4), pp. 1349–1375. Springer, 2022.
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Support Vector Data Description (SVDD) is a popular one-class classifier for anomaly and novelty detection. But despite its effectiveness, SVDD does not scale well with data size. To avoid prohibitive training times, sampling methods select small subsets of the training data on which SVDD trains a decision boundary hopefully equivalent to the one obtained on the full data set. According to the literature, a good sample should therefore contain so-called boundary observations that SVDD would select as support vectors on the full data set. However, non-boundary observations also are essential to not fragment contiguous inlier regions and avoid poor classification accuracy. Other aspects, such as selecting a sufficiently representative sample, are important as well. But existing sampling methods largely overlook them, resulting in poor classification accuracy. In this article, we study how to select a sample considering these points. Our approach is to frame SVDD sampling as an optimization problem, where constraints guarantee that sampling indeed approximates the original decision boundary. We then propose RAPID, an efficient algorithm to solve this optimization problem. RAPID does not require any tuning of parameters, is easy to implement and scales well to large data sets. We evaluate our approach on real-world and synthetic data. Our evaluation is the most comprehensive one for SVDD sampling so far. Our results show that RAPID outperforms its competitors in classification accuracy, in sample size, and in runtime.
Development of a Passenger Assistance System to Increase the Attractiveness of Local Public Transport.Faulhaber, A. K.; Hegenberg, J.; Kahnt, S. E.; Lambrecht, F.; Leonhäuser, D.; Saake, S.; Wehr, F.; Schmidt, L.; Sommer, C. In Sustainability, 14(7), pp. 1–17 (4151). 2022.
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In this paper, we present a concept for an assistance system for public transport passengers currently being developed for Kassel, Germany, and its surrounding area. The assistance system aims at increasing the attractiveness of local public transport by reducing barriers to use, thus promoting sustainable travel behavior. Three main barriers were identified: crowded vehicles, missed connections, and inconveniences in the transportation of shopping bags and luggage. To tackle these issues, three assistance system services were conceptualized: the occupancy rate informing passengers about the occupancy level of vehicles, the transfer connection monitor and secure system giving passengers the option to communicate transfer connection requests, and the delivery service allowing the use of public transport while shopping without the need to transport purchased goods. The three services are presented in detail along with the user interfaces they will be integrated into. Moreover, for the further implementation of the assistance system, a user requirement analysis is outlined. We finally give an overview and outlook regarding the implementation and evaluation of the concept in laboratory studies and a one-year field study.
Zur Rechtskonformität des Erfordernisses eines Lichtbildes für die eGK unter besonderer Berücksichtigung des Rechts auf informationelle Selbstbestimmung sowie der Vorgaben der DSGVO – Teil I.Lorenz, L. In Zeitschrift für Medizinrecht, 2022, pp. 902–907. 2022.
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Patientendatenschutz: Behandlungsvertragliche Nebenpflicht eines Arztes, für eine ordnungsgemäße Datenverarbeitung Sorge zu tragen, Anmerkung zu LG Flensburg, Urteil vom 19.11.2021 – 3 O 227/19.Lorenz, L. In Gesundheit und Pflege, pp. 115–117. 2022.
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Welcome back, QR-Code! – Teil II.Lorenz, L. In Zeitschrift zum Innovations- und Technikrecht 2022, pp. 16–22. 2022.
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Faster, Better, Happier – Internal Crowd Work as Form of Structural Empowerment for Employee Empowerment and Success.Simmert, Benedikt; Peters, Christoph. In Die Unternehmung – Swiss Journal of Business Research and Practice, 76(1), pp. 28–49. 2022.
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ICW is gaining increasing importance as an innovative concept of digital work organization. This study examines ICW and its role as a structural empowerment tool driving the psychological empowerment of employees. This is done by means of a case study on a telecommunications company that has been successfully using ICW for more than ten years. Using a mixed-method approach, a model for an in-depth understanding of empowerment in ICW is exploratively developed based on qualitative data. Furthermore, organizational enablers in ICW are identified as important prerequisites and success factors. Additionally, the study shows how ICW as structural empowerment promotes psychological empowerment and can lead to higher speed, increased synergies, and higher employee satisfaction. A quantitative deep-dive provides additional figures on the structural empowerment mechanisms in ICW as well as on employee perceptions.
Selbstbestimmung, Künstliche Intelligenz und Demokratie.Geminn, Christian. In Datenschutz und Datensicherheit, pp. 327–328. 2022.
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Multi-Task Autoencoders and Transfer Learning for Day-Ahead Wind and Photovoltaic Power Forecasts.Schreiber, Jens; Sick, Bernhard. In Energies, 15(21), p. 8062. MDPI, 2022.
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Integrating new renewable energy resources requires robust and reliable forecasts to ensure a stable electrical grid and avoid blackouts. Sophisticated representation learning techniques, such as autoencoders, play an essential role, as they allow for the extraction of latent features to forecast the expected generated wind and photovoltaic power for the next seconds up to days. Thereby, autoencoders reduce the required training time and the time spent in manual feature engineering and often improve the forecast error. However, most current renewable energy forecasting research on autoencoders focuses on smaller forecast horizons for the following seconds and hours based on meteorological measurements. At the same time, larger forecast horizons, such as day-ahead power forecasts based on numerical weather predictions, are crucial for planning loads and demands within the electrical grid to prevent power failures. There is little evidence on the ability of autoencoders and their respective forecasting models to improve through multi-task learning and time series autoencoders for day-ahead power forecasts. We can close these gaps by proposing a multi-task learning autoencoder based on the recently introduced temporal convolution network. This approach reduces the number of trainable parameters by 38 for photovoltaic data and 202 for wind data while having the best reconstruction error compared to nine other representation learning techniques. At the same time, this model decreases the day-ahead forecast error up to 18.3% for photovoltaic parks and 1.5% for wind parks. We round off these results by analyzing the influences of the latent size and the number of layers to fine-tune the encoder for wind and photovoltaic power forecasts.
Diary Studies, a Double‐Edged Sword? An Experimental Exploration of Possible Distortions Due to Daily Reporting of Social Interactions.Gochmann, Viktoria; Ohly, Sandra; Kotte, Silja. In Journal of Organizational Behavior. 2022.
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Zur Rechtskonformität des Erfordernisses eines Lichtbildes für die eGK unter besonderer Berücksichtigung des Rechts auf informationelle Selbstbestimmung sowie der Vorgaben der DSGVO – Teil II.Lorenz, L. In Zeitschrift für Medizinrecht, 2022, pp. 1000–1005. 2022.
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The Vision of Self-Management in Cognitive Organic Power Distribution Systems.Loeser, Inga; Braun, Martin; Gruhl, Christian; Menke, Jan-Hendrik; Sick, Bernhard; Tomforde, Sven. In Energies, 15(3), p. 881. MDPI, 2022.
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Due to the ongoing trend towards a decarbonisation of energy use, the power system is expected to become the backbone of all energy sectors and thus the fundamental critical infrastructure. High penetration with distributed energy resources demands the coordination of a large number of prosumers, partly controlled by home energy management systems (HEMS), to be designed in such a way that the power system’s operational limits are not violated. On the grid level, distribution management systems (DMS) seek to keep the power system in the normal operational state. On the prosumer level, distributed HEMS optimise the internal power flows by setpoint specification of batteries, photovoltaic generators, or flexible loads. The vision of the ODiS (Organic Distribution System) initiative is to develop an architecture to operate a distribution grid reliably, with high resiliency, and fully autonomously by developing “organic” HEMS and DMS which possess multiple self-x capabilities, collectively referred to as self-management. Thus, ODiS seeks answers to the following question: How can we create the most appropriate models, techniques, and algorithms to develop novel kinds of self-configuring, self-organising, self-healing, and self-optimising DMS that are integrally coupled with the distributed HEMS? In this concept paper, the vision of ODiS is presented in detail based on a thorough review of the state of the art.
Zur Institutionalisierung einer Überwachungsgesamtrechnung.Geminn, Christian. In Die Öffentliche Verwaltung, 75(19), pp. 789–795. 2022.
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Anspruch auf Haushaltshilfe – Trägerschaft und Beschaffungsweg als (rechtliche) Fallstricke, Anmerkung zu LSG Hessen, Urteil vom 22. Juni 2021 – L 2 R 360/18.Lorenz, L. In reha-recht.de, (Beitrag A7-2022). 2022.
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Evaluation of Priority-Dependent Notifications for Smart Glasses Based on Peripheral Visual Cues.Faulhaber, A. K.; Hoppe, M.; Schmidt, L. In i-com - Zeitschrift für interaktive und kooperative Medien, 21(2), pp. 239–252. 2022.
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Smart glasses are increasingly commercialized and may replace or at least complement smartphones someday. Common smartphone features, such as notifications, should then also be available for smart glasses. However, notifications are of disruptive character given that even unimportant notifications frequently interrupt users performing a primary task. This often leads to distractions and performance degradation. Thus, we propose a concept for displaying notifications in the peripheral field of view of smart glasses and with different visualizations depending on the priority of the notification. We developed three icon-based notifications representing increasing priority: a transparent green icon continuously becoming more opaque (low priority), a yellow icon moving up and down (medium priority), and a red and yellow flashing icon (high priority). To evaluate the concept, we conducted a study with 24 participants who performed a primary task and should react to notifications at the same time using the Nreal Light smart glasses. The results showed that reaction times for the low-priority notification were significantly higher and it was ranked as the least distracting. The medium- and high-priority notifications did not show a clear difference in noticeability, distraction, or workload. We discuss implications of our results for the perception and visualization of notifications in the peripheral field of view of smart glasses and, more generally, for augmented reality applications.
Umfang der Auskunftspflicht des Betreibers einer Social Media-Plattform nach § 21 II 2 TTDSG gegenüber einer minderjährigen Nutzerin, Anmerkung zu OLG Schleswig, Beschl. v. 23.3.2022 – 9 Wx 23/21.Lorenz, L. In Neue Zeitschrift für Familienrecht 2022, (524). 2022.
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Voice bots on the frontline: Voice-based interfaces enhance flow-like consumer experiences & boost service outcomes.Zierau, Naim; Hildebrand, Christian; Bergner, Anouk; Busquet, Francesc; Schmitt, Anuschka; Leimeister, Jan Marco. In Journal of the Academy of Marketing Science (JAMS), 51(4), pp. 823–842. 2022.
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Voice-based interfaces provide new opportunities for firms to interact with consumers along the customer journey. The current work demonstrates across four studies that voice-based (as opposed to text-based) interfaces promote more flow-like user experiences, resulting in more positively-valenced service experiences, and ultimately more favorable behavioral firm outcomes (i.e., contract renewal, conversion rates, and consumer sentiment). Moreover, we also provide evidence for two important boundary conditions that reduce such flow-like user experiences in voice-based interfaces (i.e., semantic disfluency and the amount of conversational turns). The findings of this research highlight how fundamental theories of human communication can be harnessed to create more experiential service experiences with positive downstream consequences for consumers and firms. These findings have important practical implications for firms that aim at leveraging the potential of voice-based interfaces to improve consumers' service experiences and the theory-driven ''conversational design'' of voice-based interfaces.
Re-Imagining a ’We’ Beyond the Gathering of Reductions. Propositions for the Three Ecologies.Athanasiadou, Lila; Klumbytė, Goda; Rouvroy, Antoinette. In FOOTPRINT, 16(1), pp. 121–134. 2022.
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In this article Lila Athanasiadou and Goda Klumbytė engage in a conversation with Antoinette Rouvroy to revisit Guattari’s "Three Ecologies" and discuss their dynamics in and for the digital age. While a lot of the discourses on algorithms and digital future invoke catastrophic imaginaries of totalizing control, this conversation works with a propositional format, teasing out affirmative politics by pointing to spaces of potentiality within the environmental, the social and the mental realm. Starting from the environmental ecology and thinking of data as a waste, Rouvroy discusses planetary exhaustion as the result of the depletion of natural resources, forced labour practices and the assumption that data hold the answers to the problems posed by global capital. Proposing a space for material experimentation, she speculates on the potential of emerging subjectivities that remain irreducible to data flows. Within social ecology, Rouvroy advocates for the urgency to center digital policy as the space in which the new forms of institutions emerge in order to reorient the power of computation towards the commons. Lastly, within the mental ecology, Rouvroy reconceptualizes the legal subject as a performance that operates within the proliferation of asignifying data signs, reimagining a “we” beyond the gathering of reductions.
LwTool: A data processing toolkit for building a real-time pressure mapping smart textile software system.Guo, Tao; Huang, Zhixin; Cheng, Jingyuan. In Pervasive and Mobile Computing, 80, p. 101540. Elsevier, 2022.
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Pressure mapping smart textile is a new type of sensing modality that transforms the pressure distribution over surfaces into digital ”image” and ”video”, that has rich application scenarios in Human Activity Recognition (HAR), because all human activities are linked with force change over certain surfaces. To speed up its application exploration, we propose a toolkit named LwTool for the data processing, including: (a) a feature library, including 1830 ready-to-use temporal and spatial features, (b) a hierarchical feature selection framework that automatically picks out the best features for a new application from the feature library. As real-time processing capability is important for instant user feedback, we emphasize not only on good recognition result but also on reducing time cost when selecting features. Our library and algorithms are validated on Smart-Toy and Smart-Bedsheet applications, an 89.7% accuracy for Smart-Toy and an 83.8% accuracy for Smart-Bedsheet can be achieved (10-fold cross-validation) using our feature library. Adopting the feature selection algorithm, the processing speed is increased by more than 3 times while maintaining high accuracy for both two applications. We believe our method could be a general and powerful toolkit in building real-time recognition software systems for pressure mapping smart textile.
Auf dem Weg zu einem Beschäftigtendatenschutzgesetz für das digitale Zeitalter?Löber, Lena. In ZD-Aktuell, p. 01120. 2022.
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USA: Connecticut – Act Concerning Personal Data Privacy and Online Monitoring.Geminn, Christian. In ZD-Aktuell, p. 01191. 2022.
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Zahlungsdaten im europäischen Datenwirtschaftsrecht.Geminn, Christian. In Recht der Zahlungsdienste, pp. 148–155. 2022.
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2021[ to top ]

Datenschutz in der Katastrophe. Anwendbarkeit, Systematik und Kompetenzfragen - Teil 1.Hornung, G.; Stroscher, J.-P. In Zeitschrift für das Gesamte Sicherheitsrecht, pp. 149–154. 2021.
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Unterstützung digitaler Bildungsprozesse durch interaktive gamifizierte Lernvideos - Wie innovative Lernvideos Motivation und Lernerfolg steigern können.Weinert, Tim; Benner, Dennis; Dickhaut, Ernestine; Janson, Andreas; Schöbel, Sofia; Leimeister, Jan Marco. In HMD Praxis der Wirtschaftsinformatik, 58(6), pp. 1483–1503. Springer Nature, 2021.
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Digitales Lernen ist ein zentraler Bestandteil der heutigen Bildungslandschaft geworden. Insbesondere Lernvideos haben in den letzten Jahren deutlich an Popularität gewonnen und Plattformen wie YouTube sind heute ein fester Bestandteil von Lernprozessen. Bildungseinrichtungen haben diese Entwicklung erkannt und Lernvideos in ihre Lernsysteme integriert. Allerdings sind die heutigen Lernvideos oft nicht sehr ansprechend, weil es an Gestaltungswissen mangelt, wie Interaktionen und gamifizierte Elemente die Motivation und den Lernerfolg steigern können. Dieser Mangel an Gestaltungswissen führt zu minderwertigen Lernvideos, die den Lernprozess der Lernenden meist nicht in dem Maße unterstützen, wie sie es könnten. Um effektive Lernvideos zu entwickeln, welche die Lernenden adäquat unterstützen, ist handfestes und praktisches Gestaltungswissen für die Lehrenden notwendig. Vor diesem Hintergrund entwickeln wir Entwurfsmuster für interaktive gamifizierte Lernvideos, um Praktiker*innen bei der Erstellung effektiver Lernvideos anzuleiten, die die Motivation und das Engagement von Lernenden zu fördern, welche sie aktiv in ihrem Lernprozess unterstützen zu können. Wir setzen damit zusätzlich die Grundlage für zukünftige Forschung zur Gestaltung effektiver Lernvideos. Dabei folgen wir einem gestaltungsorientierten Forschungsansatz, um die Entwicklung unserer Entwurfsmuster zu systematisieren.
Who Cares for Agile Work? In/Visiblized Work Practices and their Emancipatory Potentials.Coban, Alev; Wenten, Klara-Aylin. In Nanoethics, 15, pp. 15–70. 2021.
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Legal Challenges of an Open Web Index.Geminn, Christian; Erenli, Kai; Pfeiffer, Leon. In International Cybersecurity Law Review, pp. 183–194. 2021.
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Forum Privatheit: Renommiertes Forschungsprojekt wird verlängert und deutlich ausgebaut.Geminn, Christian; Ferrarese, Barbara; Friedewald, Michael; Bile, Tamer. In ZD-Aktuell, p. 05168. 2021.
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Nationale Akkreditierungsanforderungen nach Art. 43 Abs. 3 DS-GVO iVm Art. 57 Abs. 1 lit. p DS-GVO – Vergleich Dänemark und Niederlande.Maier-Reinhardt, Natalie. In ZD-Aktuell 2021, (20), p. 05559. 2021.
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Towards Emancipatory Technology Studies.Frey, Philipp; Schaupp, Simon; Wenten, Klara-Aylin. In Nanoethics, 15, pp. 19–27. 2021.
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Information Management for Multi-Agent Systems.Alhamwy, Yasin. In Electronic Communications of the EASST, 80. 2021.
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Vergleich nationaler Akkreditierungsanforderungen nach Art. 43 Abs. 3 i.V.m. 57 Abs. 1 lit. p DS-GVO.Maier-Reinhardt, Natalie. In ZD-Aktuell, (8), p. 05169. 2021.
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LG Bonn: Authentifizierung im telefonischen Kontakt mit Kundencentern – 1&1.Geminn, Christian; Johannes, P. In MultiMedia und Recht, pp. 173–177. 2021.
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Towards Social Role-Based Interruptibility Management.Anderson, Christoph; Heinisch, Judith Simone; Deldari, Shohreh; Salim, Flora D.; Ohly, Sandra; David, Klaus; Pejovic, Veljko. In CoRR, abs/2106.04265. 2021.
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Individualisierung in der beruflichen Bildung durch Hybrid Intelligence. Potentiale und Grenzen.Söllner, Matthias; Janson, Andreas; Rietsche, Roman; Thiel de Gafenco, Marian. In Zeitschrift für Berufs- und Wirtschaftspädagogik, Beiheft 31, S. Seufert; J. Guggemos; D. Ifenthaler; H. Ertl; J. Seifried (eds.), pp. 163–181. Franz Steiner Verlag, Stuttgart, Germany, 2021.
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Künstliche Intelligenz durchdringt immer stärker verschiedene Lebensbereiche und macht auch vor der beruflichen Bildung nicht halt. In diesem Zusammenhang gibt es derzeit vielfältige Diskussionen zur Rolle der menschlichen Intelligenz in zukünftigen Arbeitsprozessen und damit verknüpft Fragen zur Auswirkung auf die Aus- und Weiterbildung von Arbeitskräften. Ziel dieses Beitrags ist es darzulegen, warum in den kommenden Jahrzehnten die effektive Kombination der komplementären Stärken von menschlicher und künstlicher Intelligenz im Sinne des Hybrid Intelligence (HI)-Gedankens im Vordergrund stehen wird. Anschließend werden Potentiale und Grenzen von HI im Kontext der beruflichen Aus- und Weiterbildung mit besonderem Fokus auf die Individualisierung von Lehr-/Lernprozessen diskutiert.
Datenschutz in der Katastrophe. Zulässigkeitstatbestände und Vorgaben für die Datenverarbeitung zur Katastrophenvorsorge und -bekämpfung - Teil 2.Hornung, G.; Stroscher, J.-P. In Zeitschrift für das Gesamte Sicherheitsrecht, pp. 185–191. 2021.
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Double-edged effects of work-related technology use after hours on employee well-being and recovery: The role of appraisal and its determinants.Reinke, Kathrin; Ohly, Sandra. In German Journal of Human Resource Management, 35(2), pp. 224–248. 2021.
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EU-Kommission: Verordnungsentwurf zur Regulierung von KI - Das Ende polizeilicher Gesichtserkennung im öffentlichen Raum?Schindler, Stephan. In ZD-Aktuell, p. 05221. 2021.
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Neues vom NetzDG.Schindler, Stephan. In ZD-Aktuell, p. 05097. 2021.
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Self-improving system integration: Mastering continuous change.Bellman, Kirstie; Botev, Jean; Diaconescu, Ada; Esterle, Lukas; Gruhl, Christian; Landauer, Christopher; Lewis, Peter R.; Nelson, Phyllis R.; Pournaras, Evangelos; Stein, Anthony; Tomforde, Sven. In Future Generation Computer Systems, 117, pp. 29–46. Elsevier, 2021.
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The research initiative “self-improving system integration” (SISSY) was established with the goal to master the ever-changing demands of system organisation in the presence of autonomous subsystems, evolving architectures, and highly-dynamic open environments. It aims to move integration-related decisions from design-time to run-time, implying a further shift of expertise and responsibility from human engineers to autonomous systems. This introduces a qualitative shift from existing self-adaptive and self-organising systems, moving from self-adaptation based on predefined variation types, towards more open contexts involving novel autonomous subsystems, collaborative behaviours, and emerging goals. In this article, we revisit existing SISSY research efforts and establish a corresponding terminology focusing on how SISSY relates to the broad field of integration sciences. We then investigate SISSY-related research efforts and derive a taxonomy of SISSY technology. This is concluded by establishing a research road-map for developing operational self-improving self-integrating systems.
Die Informationspräsentation im Datenschutzrecht – Auf der Suche nach Lösungen.Geminn, Christian; Leon, Francis; Karl-Raban, Herder. In ZD-Aktuell, (14), p. 05335. 2021.
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Vibrotaktile Codierung von Standardfunktionen einer Menüführung.Stein, T.; Schmidt, L. In Zeitschrift für Arbeitswissenschaft, 75(1), pp. 15–28. 2021.
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Tactons sind taktile Nachrichten, die dem Nutzer Informationen über den haptischen Sinneskanal übermitteln, und können beispielsweise bei der Interaktion mit Touchscreens von Nutzen sein. In dieser Studie wird die systematische Erarbeitung eines Tacton-Sets für Standardfunktionen einer Menüführung (im Einzelnen die Funktionen Beenden, Bestätigen, Hauptmenü, Hilfe, Korrektur, Lauter, Leiser sowie Zurück) vorgestellt. Neben existierenden Erkenntnissen aus der Literatur wurden bei der Gestaltung des Tacton-Sets ebenfalls die Ergebnisse einer Gruppenbefragung berücksichtigt, in der die Teilnehmer Ideen zur konkreten Ausgestaltung der Tactons äußern konnten. Das zunächst entstandene Tacton-Set wurde unter drei standardisierten Versuchsbedingungen von 54 Probanden evaluiert und lieferte eine Gesamterkennungsrate von 0,70 ± 0,19. Die Ergebnisse der einzelnen Tactons wurden analysiert und Verbesserungen hinsichtlich deren Gestaltung umgesetzt. Anschließend wurde das weiterentwickelte Tacton-Set unter den gleichen Versuchsbedingungen wie zuvor erneut von 39 Probanden evaluiert. Die resultierende Gesamterkennungsrate verbesserte sich signifikant auf 0,79 ± 0,18. Praktische Relevanz In alltäglichen Umgebungen mit zunehmender Informationsdichte wird die Übermittlung von Informationen über den haptischen Sinneskanal immer wichtiger. Diese Studie beinhaltet wichtige Erkenntnisse für die Gestaltung und schrittweise Verbesserung von Tactons im Allgemeinen und liefert einen Vorschlag für die konkrete Umsetzung eines Tacton-Sets für genannte Standardfunktionen. Es wird zudem deutlich, dass weitere Forschung nötig ist, um den Einsatz von Tactons zu etablieren.
Transport efficiency of biofunctionalized magnetic particles tailored by surfactant concentration.Reginka, Meike; Hoang, Hai; Efendi, Özge; Merkel, Maximilan; Huhnstock, Rico; Holzinger, Dennis; Dingel, Kristina; Sick, Bernhard; Bertinetti, Daniela; Herberg, Friedrich; Ehresmann, Arno. In Langmuir, 37(28), pp. 8498–8507. ACS, 2021.
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Datenschutzfreundliche Algorithmen. Datenminimierung in der Kontextverarbeitung.Löber, Lena; Roßnagel, Alexander; David, K; Lange, S. In Datenschutz und Datensicherheit, pp. 616–622. 2021.
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Evaluation of an Augmented Reality Instruction for a Complex Assembly Task: Comparison of a Smartphone-Based Augmented Reality Instruction with a Conventional Paper Instruction for the Teach-in Phase in Manual Assembly.Funk, J.; Schmidt, L. In i-com - Zeitschrift für interaktive und kooperative Medien, 20(1), pp. 63–72. 2021.
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This study compares the use of a marker-based AR instruction with a paper instruction commonly used in manual assembly. Hypotheses were tested as to whether the instruction type affects assembly time, number of errors, usability, and employee strain. Instead of student participants and artificial assembly tasks (e. g. Lego assemblies), the study was conducted with 16 trainees in a real workplace for the assembly of emergency door release handles in rail vehicles. Five assembly runs were performed. Assembly times and assembly errors were determined from recorded videos. Usability (SUS) and strain (NASA-TLX) were recorded with questionnaires. After a slower assembly at the beginning, the AR group assembled significantly faster in the fifth run. The comparable number of errors, usability and strain make marker-based AR applications interesting for knowledge transfer in manual assembly, especially due to the easy entrance and low costs.
Erfolgreicher Abschluss des Forschungsprojekts ‚Forum Privatheit: Selbstbestimmtes Leben in einer digitalen Welt.Geminn, Christian; Bile, Tamer. In ZD-Aktuell, p. 05139. 2021.
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Translatory and rotatory motion of exchange-bias capped Janus particles controlled by dynamic magnetic field landscapes.Huhnstock, Rico; Reginka, Meike; Tomita, Andreea; Merkel, Maximilian; Dingel, Kristina; Holzinger, Dennis; Sick, Bernhard; Vogel, Michael; Ehresmann, Arno. In Scientific Reports, 11(1), p. 21794. Nature Publishing Group, 2021.
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Magnetic Janus particles (MJPs), fabricated by covering a non-magnetic spherical particle with a hemispherical magnetic in-plane exchange-bias layer system cap, display an onion magnetization state for comparably large diameters of a few microns. In this work, the motion characteristics of these MJPs will be investigated when they are steered by a magnetic field landscape over prototypical parallel-stripe domains, dynamically varied by superposed external magnetic field pulse sequences, in an aqueous medium. We demonstrate, that due to the engineered magnetization state in the hemispherical cap, a comparably fast, directed particle transport and particle rotation can be induced. Additionally, by modifying the frequency of the applied pulse sequence and the strengths of the individual field components, we observe a possible separation between a combined or an individual occurrence of these two types of motion. Our findings bear importance for lab-on-a-chip systems, where particle immobilization on a surface via analyte bridges shall be used for low concentration analyte detection and a particle rotation over a defined position of a substrate may dramatically increase the immobilization (and therefore analyte detection) probability.
Toward optimal probabilistic active learning using a Bayesian approach.Kottke, Daniel; Herde, Marek; Sandrock, Christoph; Huseljic, Denis; Krempl, Georg; Sick, Bernhard. In Machine Learning, 110(6), pp. 1199–1231. Springer, 2021.
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Gathering labeled data to train well-performing machine learning models is one of the critical challenges in many applications. Active learning aims at reducing the labeling costs by an efficient and effective allocation of costly labeling resources. In this article, we propose a decision-theoretic selection strategy that (1) directly optimizes the gain in misclassification error, and (2) uses a Bayesian approach by introducing a conjugate prior distribution to determine the class posterior to deal with uncertainties. By reformulating existing selection strategies within our proposed model, we can explain which aspects are not covered in current state-of-the-art and why this leads to the superior performance of our approach. Extensive experiments on a large variety of datasets and different kernels validate our claims.
Topic space trajectories.Schaefermeier, Bastian; Stumme, Gerd; Hanika, Tom. In Scientometrics, 126(7), pp. 5759–5795. 2021.
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The annual number of publications at scientific venues, for example, conferences and journals, is growing quickly. Hence, even for researchers it becomes harder and harder to keep track of research topics and their progress. In this task, researchers can be supported by automated publication analysis. Yet, many such methods result in uninterpretable, purely numerical representations. As an attempt to support human analysts, we present topic space trajectories, a structure that allows for the comprehensible tracking of research topics. We demonstrate how these trajectories can be interpreted based on eight different analysis approaches. To obtain comprehensible results, we employ non-negative matrix factorization as well as suitable visualization techniques. We show the applicability of our approach on a publication corpus spanning 50 years of machine learning research from 32 publication venues. In addition to a thorough introduction of our method, our focus is on an extensive analysis of the results we achieved. Our novel analysis method may be employed for paper classification, for the prediction of future research topics, and for the recommendation of fitting conferences and journals for submitting unpublished work. An advantage in these applications over previous methods lies in the good interpretability of the results obtained through our methods.
Vertrauen in Anonymisierung – Regulierung der Anonymisierung zur Förderung Künstlicher Intelligenz.Roßnagel, Alexander; Geminn, Christian. In Zeitschrift für Datenschutz, pp. 487–490. 2021.
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KI-Lösungen gegen Desinformation in Social Networks – Fragen des grundrechtskonformen und transparenten Einsatzes.Löber, Lena. 2021.
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Digitales EU-COVID-Zertifikat und CovPass-App: Rückkehr zur Freiheit oder Überwachungsinstrument?Löber, Lena. In ZD-Aktuell, p. 05220. 2021.
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Pegasus und Smartphone: Formatierte Freiheit.Müller, Johannes. In ZD-Aktuell, p. 05457. 2021.
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How Data Analytics Competencies Can Foster Business Value – A Systematic Review and Way Forward.Klee, Sven; Janson, Andreas; Leimeister, Jan Marco. In Information Systems Management (ISM), 38(3), pp. 200–217. 2021.
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Several authors have illustrated the benefits of data in organizations. For realizing benefits, we see two major challenges for organizations. First, there are necessary investments, which have to be justified. Second, adequate data analytics competencies can be seen as enablers for realizing benefits. We aim to support organizations by showing relevant competencies and achievable business values. We present theoretical propositions and a research agenda on how to move the field of data analytics competencies forward.
Fairness und Transparenz im Datenschutzrecht.Geminn, Christian. In ZD-Aktuell, (20), p. 05557. 2021.
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Die Beauftragung externer Gutachter durch die Medizinischen Dienste.Johannes, P.; Geminn, Christian. In NZS. 2021.
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Abwägung zur Sicherheit der Datenverarbeitung durch technische und organisatorische Maßnahmen.Johannes, P.; Geminn, Christian. In InTeR – Zeitschrift für Innovations- und Technikrecht, pp. 140–146. 2021.
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Der „digitale Zwilling“.Müller, Johannes. In ZD-Aktuell, p. 05096. 2021.
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Quick Reference Guide to eIDAS-Regulation.Johannes, P. In ZD-Aktuell, (910), p. 05268. 2021.
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China: Zweiter Entwurf eines Datenschutzgesetzes veröffentlicht.Johannes, P. In ZD-Aktuell, p. 05219. 2021.
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Topological Indoor Mapping through WiFi Signals.Schaefermeier, Bastian; Stumme, Gerd; Hanika, Tom. 2021.
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The ubiquitous presence of WiFi access points and mobile devices capable of measuring WiFi signal strengths allow for real-world applications in indoor localization and mapping. In particular, no additional infrastructure is required. Previous approaches in this field were, however, often hindered by problems such as effortful map-building processes, changing environments and hardware differences. We tackle these problems focussing on topological maps. These represent discrete locations, such as rooms, and their relations, e.g., distances and transition frequencies. In our unsupervised method, we employ WiFi signal strength distributions, dimension reduction and clustering. It can be used in settings where users carry mobile devices and follow their normal routine. We aim for applications in short-lived indoor events such as conferences.
Kanada: Digital Charter Implementation Act.Geminn, Christian. In Zeitschrift für Datenschutz, p. XVII-XVIII. 2021.
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Die Regulierung Künstlicher Intelligenz – Anmerkungen zum Entwurf eines Artificial Intelligence Act.Geminn, Christian. In Zeitschrift für Datenschutz, pp. 354–359. 2021.
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scikit-activeml: A Library and Toolbox for Active Learning Algorithms.Kottke, Daniel; Herde, Marek; Minh, Tuan Pham; Benz, Alexander; Mergard, Pascal; Roghman, Atal; Sandrock, Christoph; Sick, Bernhard. In Preprints, p. 2021030194. 2021.
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Machine learning applications often need large amounts of training data to perform well. Whereas unlabeled data can be easily gathered, the labeling process is difficult, time-consuming, or expensive in most applications. Active learning can help solve this problem by querying labels for those data points that will improve the performance the most. Thereby, the goal is that the learning algorithm performs sufficiently well with fewer labels. We provide a library called scikit-activeml that covers the most relevant query strategies and implements tools to work with partially labeled data. It is programmed in Python and builds on top of scikit-learn.
Betriebliches Datenschutz-Paradox oder betrieblicher Datenschutz-Calculus?Lurtz, Helmut; Schomberg, Sabrina. In ZD-Aktuell, p. 05269. 2021.
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Value Co-Creation in Smart Services: A Functional Affordances Perspective on Smart Personal Assistants.Knote, Robin; Janson, Andreas; Söllner, Matthias; Leimeister, Jan Marco. In Journal of the Association for Information Systems, 22(2), pp. 418–458. 2021.
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In the realm of smart services, smart personal assistants (SPAs) have become a popular medium for value co-creation between service providers and users. The market success of SPAs is largely based on their innovative material properties, such as natural language user interfaces, machine-learning-powered request handling and service provision, and anthropomorphism. In different combinations, these properties offer users entirely new ways to intuitively and interactively achieve their goals and, thus, co-create value with service providers. But how does the nature of the SPA shape value co-creation processes? In this paper, we look through a functional affordances lens to theorize about the effects of different types of SPAs (i.e., with different combinations of material properties) on users' value co-creation processes. Specifically, we collected SPAs from research and practice by reviewing scientific literature and web resources, developed a taxonomy of SPAs' material properties, and performed a cluster analysis to group SPAs of a similar nature. We then derived 2 general and 11 cluster-specific propositions on how different material properties of SPAs can yield different affordances for value co-creation. With our work, we point out that smart services require researchers and practitioners to fundamentally rethink value co-creation as well as revise affordances theory to address the dynamic nature of smart technology as a service counterpart.
Object Detection For Automotive Radar Point Clouds -- A Comparison.Scheiner, Nicolas; Kraus, Florian; Appenrodt, Nils; Dickmann, Jürgen; Sick, Bernhard. In AI Perspectives, 3(1), p. 6. Springer, 2021.
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Anonymisierung zur Förderung Künstlicher Intelligenz.Geminn, Christian. 2021.
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How Companies Can Benefit from Interlinking External Crowds and Internal Employees.Mrass, Volkmar; Peters, Christoph; Leimeister, Jan Marco. In Management Information Systems Quarterly Executive (MISQE), 20(1), pp. 17–38. 2021.
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Based on insights from an engineering design project conducted by Airbus and Local Motors, we describe how companies can leverage hybrid working by interlinking external crowds and internal employees, to increase the agility, quality and speed of product development. We identify the benefits and risks of hybrid working and describe the different ways of interlinking external crowds and internal employees. Finally, we provide recommendations for company executives who want to explore the use of hybrid working.
Japan: Nach der Reform ist vor der Reform.Geminn, Christian. In Zeitschrift für Datenschutz, (1), p. XI-XII. 2021.
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Datenschutz bei Sprachassistenten – Herausforderungen heute und morgen.Geminn, Christian. In Datenschutz und Datensicherheit, pp. 509–514. 2021.
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A Note on the Modeling Power of Different Graph Types.Thomas, Josephine M.; Beddar-Wiesing, Silvia; Moallemy-Oureh, Alice; Nather, Rüdiger. In arXiv e-prints, p. arXiv:2109.10708. 2021.
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Graphs can have different properties that lead to several graph types and may allow for a varying representation of diverse information. In order to clarify the modeling power of graphs, we introduce a partial order on the most common graph types based on an expressivity relation. The expressivity relation quantifies how many properties a graph type can encode compared to another type. Additionally, we show that all attributed graph types are equally expressive and have the same modeling power.
Datenschutz bei der biometrischen Gesichtserkennung. Künstliche Intelligenz und Mustererkennung als Herausforderung für das Recht.Schindler, Stephan; Hornung, Gerrit. In Datenschutz und Datensicherheit, pp. 515–521. 2021.
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Interne Crowd Work als innovative Form der Arbeitsorganisation.Simmert, Benedikt; Peters, Christoph; Leimeister, Jan Marco. In Service today : das Magazin für Entscheider aus Service, Marketing, Logistik und Technik, 35(1), pp. 12–16. 2021.
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Datenschutz bei der biometrischen Gesichtserkennung. Künstliche Intelligenz und Mustererkennung als Herausforderung für das Recht, Datenschutz und Datensicherheit.Hornung, Gerrit.; Schindler, Stephan. In Schwerpunkt, pp. 515–521. 2021.
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Proximity Dimensions and the Emergence of Collaboration: A HypTrails Study on German AI Research.Koopmann, T.; Stubbemann, M.; Kapa, M.; Paris, M.; Buenstorf, G.; Hanika, T.; Hotho, A.; Jäschke, R.; Stumme, G. In Scientometrics, 126(12), pp. 9847–9868. 2021.
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Rechtsfragen eines offenen Web-Index – Freiheitsfördernde Infrastrukturen für die digitale Gesellschaft.Geminn, Christian. In MultiMedia und Recht, pp. 16–19. 2021.
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Using ‘Panel Reports’ to Advance Scholarly Discourse: A Change in Editorial Policy and Guidelines for Authors of ‘Panel Reports’.Wessel, Lauri; Peters, Christoph; Niederman, Fred. In Communications of the Association for Information Systems (CAIS). 2021.
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‘Panel reports’ reflect a particular category of submissions that can be made to the Communications of the Association for Information Systems (CAIS). As stated online, panel reports differ from traditional research papers in that “CAIS is open to publishing reports of panels, debates, symposia, workshops and similar events. Such reports have to clearly position the matter of discussion at the event, highlight the relevance of event and topic and outline the different views on the topic that emanated at the events.” (https://aisel.aisnet.org/cais/panel_reports.pdf). While this definition has persisted for some time and still holds true, it leaves room for interpretation what constitutes a contribution and how one knows that a particular paper has made enough of one. The purpose of this editorial is to provide interpretation and elaboration of these principles based on our collective experience with such reports.
Abwägung zur Sicherheit der Datenverarbeitung durch technische und organisatorische Maßnahmen – Zur Schwierigkeit der Bestimmung des ausreichenden datenschutzrechtlichen Schutzniveaus.Geminn, Christian; Johannes, P. In InTeR – Zeitschrift für Innovations- und Technikrecht, pp. 140–146. 2021.
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Novelty detection in continuously changing environments.Gruhl, Christian; Sick, Bernhard; Tomforde, Sven. In Future Generation Computer Systems, 114, pp. 138–154. Elsevier, 2021.
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Self-improving system integration (SISSY) aims at mastering the challenges of system organisation decisions for subsystems with highly dynamic behaviours. This is achieved by increased decision freedom of these subsystems, i.e., by moving the corresponding design decisions from design-time to run-time and from engineers to the systems themselves. As a result, a more robust and efficient constellation of the overall system organisation is maintained even under the presence of continuous change and disturbed conditions. Appropriate integration decisions require a solid foundation of assessing the current conditions and their dynamics using identifying triggers for a necessary evaluation of their own integration status. With this article, we present mCANDIES, a modular novelty detection technique especially suited for SISSY systems that fulfils exactly these identification tasks. mCANDIES tackles an anomaly or novelty detection problem in a modular way by combining the advantages of different detection approaches by exploiting locality in different regions of the input space — depending on, e.g. the density or location of expected observations. This is augmented with information about changes in the underlying model of the observations, i.e., mCANDIES identifies concept drifts. The corresponding information can then be used to trigger online learning behaviour. We analyse the behaviour of mCANDIES on artificial and real-world data sets and compare it to other techniques from the state of the art.
A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification.Herde, Marek; Huseljic, Denis; Sick, Bernhard; Calma, Adrian. In IEEE Access, 9, pp. 166970–166989. IEEE, 2021.
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Pool-based active learning (AL) aims to optimize the annotation process (i.e., labeling) as the acquisition of annotations is often time-consuming and therefore expensive. For this purpose, an AL strategy queries annotations intelligently from annotators to train a high-performance classification model at a low annotation cost. Traditional AL strategies operate in an idealized framework. They assume a single, omniscient annotator who never gets tired and charges uniformly regardless of query difficulty. However, in real-world applications, we often face human annotators, e.g., crowd or in-house workers, who make annotation mistakes and can be reluctant to respond if tired or faced with complex queries. Recently, many novel AL strategies have been proposed to address these issues. They differ in at least one of the following three central aspects from traditional AL: 1) modeling of (multiple) human annotators whose performances can be affected by various factors, such as missing expertise; 2) generalization of the interaction with human annotators through different query and annotation types, such as asking an annotator for feedback on an inferred classification rule; 3) consideration of complex cost schemes regarding annotations and misclassification. This survey provides an overview of these AL strategies and refers to them as real-world AL. Therefore, we introduce a general real-world AL strategy as part of a learning cycle and use its elements, e.g., the query and annotator selection algorithm, to categorize about 60 real-world AL strategies. Finally, we outline possible directions for future research in the field of AL.
Lost in Transformation? Einige Hypothesen zur Systematik der Strukturtransformation informationeller Privatheit vom 18. Jh. bis heute.Ochs, Carsten. In Abschlussmagazin des DFG-Graduiertenkollegs 1681/2 "Privatheit & Digitalisierung, U. Passau (ed.), pp. 48–54. 2021.
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Enhancing Problem-Solving Skills with Smart Personal Assistant Technology.Winkler, Rainer; Söllner, Matthias; Leimeister, Jan Marco. In Computers & Education, 165, C. & Education (ed.). 2021.
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Smart Personal Assistants (SPAs; such as Amazon’s Alexa or Google’s Assistant) let users interact with computers in a more natural and sophisticated way that was not possible before. Although there exists an increasing amount of research of SPA technology in education, empirical evidence of its ability to offer dynamic scaffolding to enhance students problem-solving skills is still scarce. To fill this gap, the aim of this paper is to find out whether interactions with scaffolding-based SPA technology enable students to internalize and apply problem-solving steps on their own in a 10th grade high school and a vocational business school class. Students in the experiment classes completed their assignments using Smart Personal Assistants, whereas students in the control classes completed the same assignments using traditional methods. This study used a mixed-method approach consisting of two field quasi-experiments and one post-experiment focus group discussion. The empirical results revealed that students in the experiment classes acquired significantly more problem-solving skills than those in the control classes (Study 1: p = 0.0396, study 2: p < 0.001), and also uncovered several changes in students’ learning processes. The findings provide first empirical evidence for the value of using SPA technology on skill development in general, and on problem-solving skill development in particular.
Getting credit for proactivity? The effects of gender.Hernandez Bark, Alina S.; Seliverstova, K.; Ohly, S. In Journal of Applied Social Psychology. 2021.
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PRIDS: Forschungsprojekt zu den Auswirkungen von KI auf Privatheit, Demokratie und Selbstbestimmung.Schomberg, Sabrina. In ZD-Aktuell, p. 05270. 2021.
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Digitalisierung geschlechtergerecht gestalten - Das Zusammenspiel von Gleichstellung und Datenschutzrecht.Gilga, Carolin. In ZD-Aktuell, p. 05137. 2021.
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CLeaR: An adaptive continual learning framework for regression tasks.He, Yujiang; Sick, Bernhard. In AI Perspectives, 3(1), p. 2. Springer, 2020.
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Catastrophic forgetting means that a trained neural network model gradually forgets the previously learned tasks when being retrained on new tasks. Overcoming the forgetting problem is a major problem in machine learning. Numerous continual learning algorithms are very successful in incremental learning of classification tasks, where new samples with their labels appear frequently. However, there is currently no research that addresses the catastrophic forgetting problem in regression tasks as far as we know. This problem has emerged as one of the primary constraints in some applications, such as renewable energy forecasts. This article clarifies problem-related definitions and proposes a new methodological framework that can forecast targets and update itself by means of continual learning. The framework consists of forecasting neural networks and buffers, which store newly collected data from a non-stationary data stream in an application. The changed probability distribution of the data stream, which the framework has identified, will be learned sequentially. The framework is called CLeaR (Continual Learning for Regression Tasks), where components can be flexibly customized for a specific application scenario. We design two sets of experiments to evaluate the CLeaR framework concerning fitting error (training), prediction error (test), and forgetting ratio. The first one is based on an artificial time series to explore how hyperparameters affect the CLeaR framework. The second one is designed with data collected from European wind farms to evaluate the CLeaR framework's performance in a real-world application. The experimental results demonstrate that the CLeaR framework can continually acquire knowledge in the data stream and improve the prediction accuracy. The article concludes with further research issues arising from requirements to extend the framework.
Social Machines.Draude, Claude; Gruhl, Christian; Hornung, Gerrit; Kropf, Jonathan; Lamla, Jörn; Leimeister, Jan Marco; Sick, Bernhard; Stumme, Gerd. In Informatik Spektrum. 2021.
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Augmented-Reality-basierte Assistenz für das Anlernen manueller und roboterunterstützter Montageprozesse.Hegenberg, J.; Schmidt, L. In Zeitschrift für Arbeitswissenschaft, 75(4), pp. 367–387. 2021.
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Durch eine zunehmend flexibilisierte Produktion und relativ hohe Personalfluktuation bei einfachen Tätigkeiten wird das Anlernen neuer Mitarbeitender bzw. für neue oder geänderte Produktionsprozesse zunehmend relevanter. Konventionelle Anlernmethoden, bspw. durch Demonstration oder Arbeitspläne, haben Schwächen (bspw. binden sie zusätzliche Arbeitskraft oder sind kognitiv anspruchsvoll), die durch ein Augmented-Reality-(AR-)basiertes Assistenzsystem kompensiert werden können. Ein AR-Assistenzsystem zum Anlernen eines tatsächlichen industriellen Montageprozesses wurde in einer vergleichenden Studie mit 16 Versuchspersonen gegenüber einer konventionellen Papieranleitung evaluiert. Bzgl. Gebrauchstauglichkeit und Beanspruchung deuten sich die Stärken des AR-Ansatzes an. In den Subskalen Anstrengung und Frustration zeigt sich eine statistisch signifikante Reduktion der Beanspruchung. Bezüglich der Montagezeiten konnten statistisch signifikante Vorteile erzielt werden. Ergänzend wurde in einer zweiten Studie eine Videoanleitung mit der AR-Anleitung verglichen. Praktische Relevanz: Die Digitalisierung der Produktion erlaubt nach Kundenwunsch individualisierte Produkte, die mit einer flexibilisierten Produktion einhergehen. Einfache Montageprozesse ändern sich daher häufiger vollständig oder in Teilen. Außerdem wechseln Mitarbeitende aufgrund der monotonen und repetitiven Tätigkeiten häufiger. All das führt zu einem Bedarf an regelmäßigen Anlernprozessen. Ein AR-Assistenzsystem erscheint als aussichtsreicher Ansatz, wobei die Gebrauchstauglichkeit besonders im Fokus stehen sollte, da wenig technische Kenntnisse vorausgesetzt werden können.
Toward AI-enhanced online-characterization and shaping of ultrashort X-ray free-electron laser pulses.Dingel, Kristina; Otto, Thorsten; Marder, Lutz; Funke, Lars; Held, Arne; Savio, Sara; Hans, Andreas; Hartmann, Gregor; Meier, David; Viefhaus, Jens; Sick, Bernhard; Ehresmann, Arno; Ilchen, Markus; Helml, Wolfram. In arXiv e-prints, p. arXiv:2108.13979. 2021.
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X-ray free-electron lasers (XFELs) as the world`s most brilliant light sources provide ultrashort X-ray pulses with durations typically on the order of femtoseconds. Recently, they have approached and entered the attosecond regime, which holds new promises for single-molecule imaging and studying nonlinear and ultrafast phenomena like localized electron dynamics. The technological evolution of XFELs toward well-controllable light sources for precise metrology of ultrafast processes was, however, hampered by the diagnostic capabilities for characterizing X-ray pulses at the attosecond frontier. In this regard, the spectroscopic technique of photoelectron angular streaking has successfully proven how to non-destructively retrieve the exact time-energy structure of XFEL pulses on a single-shot basis. By using artificial intelligence algorithms, in particular convolutional neural networks, we here show how this technique can be leveraged from its proof-of-principle stage toward routine diagnostics at XFELs, thus enhancing and refining their scientific access in all related disciplines.
Telekommunikations-Telemedien-Datenschutzgesetz (TTDSG) – Was gibt es Neues?Stroscher, Jan-Philipp. In ZD-Aktuell, p. 05222. 2021.
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EU-Kommission: Entwurf eines Digital Markets Act.Schomberg, Sabrina. In ZD-Aktuell, p. 05042. 2021.
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The Mont Blanc of Twitter: Identifying Hierarchies of Outstanding Peaks in Social Networks.Stubbemann, Maximilian; Stumme, Gerd. In arXiv preprint arXiv:2110.13774. 2021.
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IT-Sicherheitsgesetz 2.0 – Was gibt’s Neues?Stroscher, Jan-Philipp. In ZD-Aktuell, p. 05098. 2021.
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Hybride Wissensarbeit.Oeste-Reiß, Sarah; Bittner, Eva; Cvetkovic, Izabel; Günther, Andreas; Leimeister, Jan Marco; Memmert, Lucas; Ott, Anja; Sick, Bernhard; Wolter, Kathrin. In Informatik Spektrum, 44(3), pp. 148–152. 2021.
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Aufgrund der Fortschritte im Bereich der künstlichen Intelligenz (KI) ergeben sich neue Gestaltungsmöglichkeiten zur Reorganisation von Wissensarbeit an der Schnittstelle von Menschen und Maschine. Durch die Verschmelzung von menschlicher und künstlicher Intelligenz können komplementäre Stärken zum Lösen von Arbeitsaufgaben gebündelt werden. Neuartige Wissensarbeitssysteme sind erforderlich, die Wissensarbeitende sowohl bei der Ausübung von Routineaufgaben als auch Nichtroutineaufgaben unterstützen. Der Schlagwortartikel umreißt die Grundlagen von Wissensarbeit und arbeitet die Charakteristika von Routineaufgaben und Nichtroutineaufgaben innerhalb von Arbeitsprozessen auf. Es werden Grenzen klassischer IT-gestützter Wissensarbeitssysteme als Werkzeuge umrissen, die Wissensarbeitende im Arbeitsprozess unterstützen. Aufbauend darauf diskutiert der Artikel, dass technologische Fortschritte eine arbeitsprozessintegrierte und personalisierte Unterstützung von Wissensarbeitenden erlauben. Dazu verweist der Artikel auf die Charakteristika von kollaborativ interaktiv lernenden Systemen. Darauf aufbauend werden Hybride Wissensarbeitssysteme vorgestellt, die sowohl das KI-unterstützte menschliche Lernen als auch das Mensch-unterstützte maschinelle Lernen unterstützen. In diesem Zusammenhang beschreibt der Artikel definitorische Grundlagen von menschlicher, künstlicher und hybrider Intelligenz, stellt drei Archetypen von Mensch-Maschine-Aufgaben innerhalb von hybriden Wissensarbeitssystemen vor und umreißt drei Gestaltungsdimensionen solcher Systeme. Mittels eines Praxisbeispiels zum kollaborativen Schreiben von Journalist*innen beschreibt der Artikel exemplarisch die hybride Wissensarbeit. Der Artikel schließt mit einem Ausblick auf zukünftige Forschungsbedarfe.
LG4AV: Combining Language Models and Graph Neural Networks for Author Verification.Stubbemann, Maximilian; Stumme, Gerd. 2021.
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Two decades of game concepts in digital learning environments – A bibliometric study and research agenda.Schöbel, Sofia; Mohammed, Saqr; Janson, Andreas. In Computers & Education, 173(104296). 2021.
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In recent years, using game concepts for educational purposes in digital environments has become continually more popular and relevant. Games can be used to motivate and engage users in regular system use and, in the end, support learners in achieving better learning outcomes. In this context, different kinds of game concepts exist, such as gamification or serious games, each with a different perspective and usefulness in digital learning environments. Because developing and using with game concepts in digital learning environments has recently become more important, and developing them is still not fully established, questions arise about future research directions involving games in digital learning. Therefore, this study aims to identify the state of the field and determine what is relevant when using game concepts in digital learning. To achieve this goal, we present the results of a bibliometric analysis considering more than 10,000 articles between 2000 and 2019 and summarize them to develop a research agenda. This agenda supports researchers and practitioners in identifying avenues for future research. We contribute to theory by providing a detailed understanding of the relevance of game concepts in digital learning. We propose a research agenda to assist researchers in planning future approaches with and about gamification concepts in digital learning. Practical implications are proposed by demonstrating what should be considered when using game concepts in learning environments.
Automatisierte Kennzeichenerfassung in der Strafverfolgung - aktueller Regierungsentwurf.Gilga, Carolin. In ZD-Aktuell, p. 05041. 2021.
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German professors’ motivation to act as peer reviewers in accreditation and evaluation procedures.Ohly, Sandra; Schneijderberg, Christian. In Minerva, 59, pp. 217–236. 2021.
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AdaPT: Adaptable particle tracking for spherical microparticles in lab on chip systems.Dingel, Kristina; Huhnstock, Rico; Knie, André; Ehresmann, Arno; Sick, Bernhard. In Computer Physics Communications, 262, p. 107859. Elsevier, 2021.
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Due to its rising importance in science and technology in recent years, particle tracking in videos presents itself as a tool for successfully acquiring new knowledge in the field of life sciences and physics. Accordingly, different particle tracking methods for various scenarios have been developed. In this article, we present a particle tracking application implemented in Python for, in particular, spherical magnetic particles, including superparamagnetic beads and Janus particles. In the following, we distinguish between two sub-steps in particle tracking, namely the localization of particles in single images and the linking of the extracted particle positions of the subsequent frames into trajectories. We provide an intensity-based localization technique to detect particles and two linking algorithms, which apply either frame-by-frame linking or linear assignment problem solving. Beyond that, we offer helpful tools to preprocess images automatically as well as estimate parameters required for the localization algorithm by utilizing machine learning. As an extra, we have implemented a technique to estimate the current spatial orientation of Janus particles within the x-y-plane. Our framework is readily extendable and easy-to-use as we offer a graphical user interface and a command-line tool. Various output options, such as data frames and videos, ensure further analysis that can be automated.
Digital Infrastructures suck: Zur digitalen Absorption des Sozialen.Ochs, Carsten. In Hamburger Journal für Kulturanthropologie (HJK), 13, pp. 127–138. 2021.
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Digitale Kontaktnachverfolgung per App – ist ein Ende der Zettelwirtschaft in Sicht?Schomberg, Sabrina; Stroscher, Jan-Philipp. In ZD-Aktuell, p. 05138. 2021.
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Connected Self-Organized Citizens in Crises: An Interdisciplinary Resilience Concept for Neighborhoods.Haesler, S.; Mogk, R.; Putz, F.; Logan, K. T.; Thiessen, N.; Kleinschnitger, K.; Baumgärtner, L.; Stroscher, J.-P.; Reuter, C.; Knodt, M.; Hollick, M. In CSCW ’21: Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing, pp. 62–66. 2021.
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Kode als Kultur. Zur praktischen Strukturiertheit und Strukturierung von Praktiken durch Kode.Ochs, Carsten. In Kuckuck. Notizen zur Alltagskultur, Code(1/21). 2021.
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Adaptive and Personalized Gamification Designs: Call for Action and Future Research.Schöbel Sofia; Schmidt-Kraepelin, Manuel; Janson, Andreas; Sunyaev, Ali. In AIS Transactions on Human-Computer Interaction, 13(4), pp. 479–494. 2021.
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Gamification refers to the use of game-like elements in non-entertainment contexts to make activities more engaging and enjoyable to improve utilitarian outcomes. The gamification literature and the use of gamification in practice suggest that gamification can be a useful tool to support behavioral and psychological changes. Recent developments show that there is potential for new waves of gamification research. Therefore, we conducted a workshop at the International Conference on Wirtschaftsinformatik (WI) 2021 to discuss the future of gamification with interested scholars. The discussion with 25 gamification experts led to a research agenda that supports the need for adaptive and personalized gamification designs. Together with the experts, we identify three clusters for future research: 1) the personalization of gamification concepts, 2) theories and concepts for gamified human-computer interaction, and 3) the “dark side” of gamification (e.g., addiction). We also address what the gamification concept means. Aligned with the three clusters, we provide valuable starting points for future research inquiries to help researchers better understand the nature of gamification. We also discuss the capabilities and limits of gamification.
Hybrid intelligenter Service Support: Wie die Mitarbeitenden selbstbestimmt den IT-Support durch künstliche Intelligenz aufwerten.Peters, Christoph; Schmidt, Simon; Li, Mahei; Leimeister, Jan Marco. In Service Today, 35(1/21), K.-V. D. e.V. (KVD) (ed.), pp. 66–67. 2021.
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On the Required Movement Recognition Accuracy in Cooperative VRU Collision Avoidance Systems.Bachmann, Marek; Morold, Michel; David, Klaus. In IEEE Transactions on Intelligent Transportation Systems, 22(3), pp. 1708–1717. 2021.
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Quo Vadis Conferences in the Business and Information Systems Engineering (BISE) Community After Covid: What Can Stay, What Should Go, What Do We Need to Change for Our Future Scientific Conferences?Leimeister, Jan Marco; Stieglitz, Stefan; Matzner, Martin; Kundisch, Dennis; Flath, Christoph; Röglinger, Maximilian. In Business & Information Systems Engineering (BISE), 63(6), pp. 741–749. 2021.
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The global Covid-19 pandemic has not only influenced the way we work and collaborate on our research but also how we present and exchange novel contributions at scientific conferences. Governmental lockdowns and (inter)-national travel restrictions have forced conference organizers to move from offline conference venues to virtual platforms quickly. Our discipline, the Business & Information Systems Engineering (BISE) community, is an interdisciplinary field involving the more conference-driven computer sciences and the more journal-oriented social science. Thus, the impact of Covid-19 on—and the (needed) experience with—new conference formats require a differentiated discourse on the role of the future of our scientific conferences. Hence, we aim to contribute to a discussion on (1) what can stay offline / as on-site conference formats, (2) what we can learn from the experience with (new) online formats, and (3) what do we need for our future scientific conferences in the BISE community?
Eating ourselves out of industrial excess? Degrowth, multi-species conviviality and the micro-politics of cultured meat.Lamla, Jörn; Gertenbach, Lars; Laser, Stefan. In Anthropological Theory, 21(3), pp. 386–408. 2021.
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AIFER: KI zur Analyse und Fusion von Erdbeobachtungs- und Internetdaten zur Unterstützung bei der Lageerfassung und -einschätzung.Gilga, Carolin. In ZD-Aktuell, p. 05218. 2021.
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Exploring the Engaged Worker over Time—A Week-Level Study of How Positive and Negative Work Events Affect Work Engagement.Weigelt, Oliver; Schmitt, A.; Syrek, Christine J.; Ohly, Sandra. In International Journal of Environmental Research and Public Health, 18(13), p. 6699. 2021.
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2020[ to top ]

Rechtsverträgliche und qualitätszentrierte Gestaltung für „KI made in Germany“.Knote, Robin; Thies, Laura Friederike; Söllner, Matthias; Jandt, Silke; Leimeister, Jan Marco; Roßnagel, Alexander. In Informatik Spektrum. 2020.
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Künstlich intelligente (KI) Systeme erfreuen sich immer größerer Beliebtheit. Insbesondere smarte persönliche Assistenten (SPAs) von Amazon, Google und vielen weiteren verzeichnen ein stetiges Marktwachstum. Den vielfältigen Potenzialen dieser KI-Systeme stehen jedoch auch zahlreiche Risiken gegenüber. Berichte von Datenpannen und -lecks häufen sich und haben bei Nutzern eine zunehmende Skepsis zur Folge, was zu einem gespaltenen Bild von KI in der Gesellschaft beiträgt. Diesem Problem stellt sich das Forschungsprojekt AnEkA mit einem interdisziplinären Gestaltungsansatz. Auf Basis von Rechts- und Qualitätszielen werden Anforderungen an rechtsverträgliche und qualitativ hochwertige SPAs abgeleitet. Zusätzlich werden Gestaltungsalternativen identifiziert, die diese Anforderungen unter Berücksichtigung möglicher Zielkonflikte umsetzen. Ergebnis des Projekts sind Entwurfsmuster, die Entwicklern von SPAs dabei helfen sollen, rechtsverträgliche und qualitativ hochwertige SPAs und KI-Systeme im Allgemeinen zu entwickeln. Dadurch soll das Alleinstellungsmerkmal einer „KI made in Germany“ entstehen, welche sowohl die Bedürfnisse von Nutzern berücksichtigt und sie ebenfalls bestmöglich vor Risiken der Systemnutzung schützt. Dieser Beitrag erläutert das interdisziplinäre Vorgehen anhand eines Szenarios zur Nutzung von SPAs.
Trading Social Visibility for Economic Amenability: Data-Based Value Translation on a ‘Health- and Fitness-Platform’.Ochs, Carsten; Büttner, Barbara; Lamla, Jörn. In Science, Technology & Human Values, 46(3), pp. 480–506. 2020.
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Designing for Crowdfunding Co-creation: How to Leverage the Potential of Backers for Product Development.Lipusch, Nikolaus; Dellermann, Dominik; Bretschneider, Ulrich; Ebel, Philipp; Leimeister, Jan Marco. In Business & Information Systems Engineering (BISE), 62(6), pp. 483–499. 2020.
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Crowdfunding is now established as a valid alternative to conventional methods of financing for startups. Unfortunately, to date, research has not investigated how backers can be encouraged to support entrepreneurs beyond funding. The aim of this study is to design and evaluate certain design elements for reward-based crowdfunding platforms that can engage backers in co-creational activities for product development. The study uses a design science research (DSR) approach and the theoretical concept of psychological ownership to inform a new design and then experimentally test that design. The results suggest that the derived artifacts positively influence co-creational activities in crowdfunding and that feelings of psychological ownership play an important mediating role. The contribution of this research is threefold. First, this paper extends crowdfunding’s application potential from merely a method of financing to a method of value creation with customers for product development. Second, the study advances DSR by applying a new DSR approach that shows whether a design performs as hypothesized by theory. Third, this research allows the exploration of backers’ individual behavior as opposed to their collective behavior.
Ungleiche Präferenzen? Zum Zusammenhang von Studienfachwahl und Geschlecht aus sozialisations- und geschlechtertheoretischer Perspektive am Beispiel des Studienfachs Informatik.Bereswill, Mechthild; Draude, Claude; Kuhn, Hans-Peter; Bläsing, Lisa Marie; Lumpp, Gabriele; Spitzner, Josefine. In ZSE Zeitschrift für Soziologie der Erziehung und Sozialisation, 40(3), pp. 231–253. Beltz Juventa, 2020.
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Insgesamt zeigen sich bei der Studienfachwahl in Deutschland teilweise große Unterschiede zwischen den Geschlechtern. So studieren Frauen deutlich seltener als Männer Fächer im MINT-Bereich, Männer dagegen deutlich seltener Fächer im sozialen Bereich. Der Beitrag stellt die Frage, warum solche Ungleichheiten trotz zahlreicher bildungspolitischer Interventionen stabil bleiben und sich auf der Ebene der individuellen Entscheidungen entsprechend konventionelle Orientierungen zeigen. Zunächst werden verschiedene Einflussfaktoren hinsichtlich der Studienfachwahl unter einer sozialisations- und entwicklungstheoretischen Perspektive in den Blick genommen. Im Anschluss daran werden die beharrlichen Unterschiede in den individuellen Orientierungen und Entscheidungen von Mädchen und Jungen aus einer geschlechtertheoretischen Perspektive als strukturelle Ungleichheiten eingeordnet. Zuletzt werden die mit diesen strukturellen Ungleichheiten zusammenhängenden Dynamiken von Öffnungen und Schließungen eines sozialen Feldes am Beispiel des Fachs Informatik weiter konkretisiert und es wird gezeigt, dass Veränderungen nur greifen können, wenn eine Fachkultur sich im Hinblick auf systematische Öffnungen wandelt. Im Fazit wird dafür plädiert, die verschiedenen Forschungsstränge und Theorieperspektiven, die im Beitrag aufgenommen werden, in Zukunft noch stärker zu verbinden.
Zwei Jahre Datenschutz-Grundverordnung – eine Bilanz aus Verbrauchersicht.Roßnagel, Alexander; Geminn, Christian. 59(3-4), pp. 27–39. 2020.
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Rechtsverträgliche und qualitätszentrierte Gestaltung für „KI made in Germany“.Knote, Robin; Thies, Laura Friederike; Söllner, Matthias; Jandt, Silke; Leimeister, Jan Marco; Roßnagel, Alexander. In Informatik Spektrum. 2020.
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Künstlich intelligente (KI) Systeme erfreuen sich immer größerer Beliebtheit. Insbesondere smarte persönliche Assistenten (SPAs) von Amazon, Google und vielen weiteren verzeichnen ein stetiges Marktwachstum. Den vielfältigen Potenzialen dieser KI-Systeme stehen jedoch auch zahlreiche Risiken gegenüber. Berichte von Datenpannen und -lecks häufen sich und haben bei Nutzern eine zunehmende Skepsis zur Folge, was zu einem gespaltenen Bild von KI in der Gesellschaft beiträgt. Diesem Problem stellt sich das Forschungsprojekt AnEkA mit einem interdisziplinären Gestaltungsansatz. Auf Basis von Rechts- und Qualitätszielen werden Anforderungen an rechtsverträgliche und qualitativ hochwertige SPAs abgeleitet. Zusätzlich werden Gestaltungsalternativen identifiziert, die diese Anforderungen unter Berücksichtigung möglicher Zielkonflikte umsetzen. Ergebnis des Projekts sind Entwurfsmuster, die Entwicklern von SPAs dabei helfen sollen, rechtsverträgliche und qualitativ hochwertige SPAs und KI-Systeme im Allgemeinen zu entwickeln. Dadurch soll das Alleinstellungsmerkmal einer „KI made in Germany`` entstehen, welche sowohl die Bedürfnisse von Nutzern berücksichtigt und sie ebenfalls bestmöglich vor Risiken der Systemnutzung schützt. Dieser Beitrag erläutert das interdisziplinäre Vorgehen anhand eines Szenarios zur Nutzung von SPAs.
Im Auge des Datenschutzes - Haushaltsausnahme bei Datenbrillen.Lurtz, Helmut; Bicer, E. In ZD-Aktuell, p. 07115. 2020.
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Betroffenenrechte verbessern – Überarbeitungsbedarf der Datenschutz-Grundverordnung.Geminn, Christian. In Datenschutz und Datensicherheit, pp. 307–311. 2020.
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Positionspapier des Rates der Europäischen Union zur Anwendung der DS-GVO.Lurtz, Helmut. In ZD-Aktuell, p. 06978. 2020.
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Knowledge Representations in Technical Systems - A Taxonomy.Scharei, Kristina; Heidecker, Florian; Bieshaar, Maarten. In CoRR, abs/2001.04835. 2020.
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Open Business Model Innovation via the Internet: How Digital Technologies Can Improve the Quality of Business Models.Bretschneider, Ulrich; Ebel, Philipp Alexander; Leimeister, Jan Marco. In International Journal of Innovation and Technology Management (IJITM), 18(2), p. 2040004. 2020.
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Increasingly, firms follow the strategy of open business model innovation via the Internet. In this form of digital innovation management, firms make use of Internet platforms that allow them to integrate external customers and other stakeholders for (re-)innovation of their business models. However, the used IT tools on these Internet platforms suffer from not being able to merge the content of multiple users in an adequate way, thus the resulting business models suffer from low degrees of quality. Against this backdrop, in this research, we propose to equip these Internet platforms with a wiki technology. This would allow users to add to each other’s content, to make changes or to correct mistakes. In our action design research (ADR), we could empirically validate that this leads to a higher quality in terms of business models’ degree of elaboration. Since research that focusses on the design of Internet-based open BMI is still neglected, our research contributes to the literature base by being the first that answers ongoing open calls for research on this phenomenon of interest.
Rechtsverträgliche und qualitätszentrierte Gestaltung für ‚KI made in Germany‘ – Ein interdisziplinärer Ansatz am Beispiel smarter persönlicher Assistenten.Knote, Robin; Thies, Laura Friederike; Söllner, Matthias; Jandt, Silke; Leimeister, Jan Marco; Roßnagel, Alexander. In Informatik Spektrum. 2020.
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Künstlich intelligente (KI) Systeme erfreuen sich immer größerer Beliebtheit. Insbesondere smarte persönliche Assistenten (SPAs) von Amazon, Google und vielen weiteren verzeichnen ein stetiges Marktwachstum. Den vielfältigen Potenzialen dieser KI-Systeme stehen jedoch auch zahlreiche Risiken gegenüber. Berichte von Datenpannen und -lecks häufen sich und haben bei Nutzern eine zunehmende Skepsis zur Folge, was zu einem gespaltenen Bild von KI in der Gesellschaft beiträgt. Diesem Problem stellt sich das Forschungsprojekt AnEkA mit einem interdisziplinären Gestaltungsansatz. Auf Basis von Rechts- und Qualitätszielen werden Anforderungen an rechtsverträgliche und qualitativ hochwertige SPAs abgeleitet. Zusätzlich werden Gestaltungsalternativen identifiziert, die diese Anforderungen unter Berücksichtigung möglicher Zielkonflikte umsetzen. Ergebnis des Projekts sind Entwurfsmuster, die Entwicklern von SPAs dabei helfen sollen, rechtsverträgliche und qualitativ hochwertige SPAs und KI-Systeme im Allgemeinen zu entwickeln. Dadurch soll das Alleinstellungsmerkmal einer „KI made in Germany`` entstehen, welche sowohl die Bedürfnisse von Nutzern berücksichtigt und sie ebenfalls bestmöglich vor Risiken der Systemnutzung schützt. Dieser Beitrag erläutert das interdisziplinäre Vorgehen anhand eines Szenarios zur Nutzung von SPAs.
Null Models for Formal Contexts.Felde, Maximilian; Hanika, Tom; Stumme, Gerd. In Information, 11(3), p. 135. Multidisciplinary Digital Publishing Institute, 2020.
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EU-Kommission: Leitlinien zu Datenschutzstandards für Corona-Apps.Geminn, Christian. In ZD-Aktuell, (9), p. 07112. 2020.
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Gesetzesinitiative zur Schaffung einer Federal Data Protection Agency in den USA.Geminn, Christian. In ZD-Aktuell, p. 07025. 2020.
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Value Co-Creation in Smart Services: A Functional Affordances Perspective on Smart Personal Assistants.Knote, R.; Janson, A.; Söllner, M.; Leimeister, J. M. In Journal of the Association for Information Systems. 2020.
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Bedarf an und Inhalt eines Gesetzes für Corona-Tracing-Apps.Johannes, P. In ZD-Aktuell, p. 07114. 2020.
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Ladders for Learning: Is Scaffolding the Key to Teaching Problem Solving in Technology-mediated Learning Contexts?Janson, Andreas; Söllner, Matthias; Leimeister, Jan Marco. In Academy of Management Learning & Education (AMLE), 19(4), pp. 439–468. Academy of Management, 2020.
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The success of innovative teaching/learning approaches aiming to foster problem solving in management education depends on useful and easy-to-use IT components in the learning process. However, the complexity of problem solving in self-regulated learning approaches may overwhelm the learner and can lead to unsatisfying learning outcomes. Research suggests the implementation of technology-enhanced scaffolds as a mechanism to guide the learners in their individual problem-solving process to enhance their learning outcomes. We present a theoretical model based on adaptive structuration theory and cognitive load theory that explains how technology-enhanced scaffolding contributes to learning outcomes. We test the model with a fully randomized between-subject experiment in a flipped classroom for management education focusing on individual problem solving. Our results show that technology-enhanced scaffolding contributes significantly to the management of cognitive load as well as to learning process satisfaction and problem-solving learning outcomes. Thereby, our paper provides new conceptual and empirically tested insights for a better understanding of technology-enhanced scaffolds and their design to assist problem solving and its respective effects in flipped classrooms for management education.
Germany’s Search for a Viable Tracing App.Müller, Johannes; Geminn, Christian. 2020.
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Enquete-Kommission: Wie steht es um die „Künstliche Intelligenz“ in Deutschland?Lurtz, Helmut; Stroscher, Jan-Philipp. In ZD-Aktuell, p. 07440. 2020.
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COVID-19 and Data Protection in Germany.Müller, Johannes; Geminn, Christian. 2020.
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Der Datenschutz von Kindern in der Datenschutz-Grundverordnung – Vorschläge für die Evaluierung und Fortentwicklung.Roßnagel, Alexander. In ZD, (2), pp. 88–92. 2020.
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Said the Bot to the Computer: 57th collected significant residue transmission between MIT and SliMoSA3.Klumbytė, Goda; Britton, Loren. In Arts of the Working Class, (120), pp. 26–27. 2020.
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Abstracting Otherwise: In Search for a Common Strategy of Arts and Computing.Klumbytė, Goda; Britton, Loren. In ASAP/Journal, 5(1), pp. 19–43. Project Muse, 2020.
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Intrinsic Dimension of Geometric Data Sets.Hanika, Tom; Schneider, Friedrich Martin; Stumme, Gerd. In Accepted for publication in: Tohoku Mathematical Journal. 2020.
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The curse of dimensionality is a phenomenon frequently observed in machine learning (ML) and knowledge discovery (KD). There is a large body of literature investigating its origin and impact, using methods from mathematics as well as from computer science. Among the mathematical insights into data dimensionality, there is an intimate link between the dimension curse and the phenomenon of measure concentration, which makes the former accessible to methods of geometric analysis. The present work provides a comprehensive study of the intrinsic geometry of a data set, based on Gromov's metric measure geometry and Pestov's axiomatic approach to intrinsic dimension. In detail, we define a concept of geometric data set and introduce a metric as well as a partial order on the set of isomorphism classes of such data sets. Based on these objects, we propose and investigate an axiomatic approach to the intrinsic dimension of geometric data sets and establish a concrete dimension function with the desired properties. Our mathematical model for data sets and their intrinsic dimension is computationally feasible and, moreover, adaptable to specific ML/KD-algorithms, as illustrated by various experiments.
LOEWE: The Emergency Responsive Digital City - Die Resiliente Digitale Stadt.Stroscher, Jan-Philipp. In ZD-Aktuell, p. 07023. 2020.
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Nutzung von Mobildaten zur Eindämmung der Pandemie - Anforderungen an eine datenschutzrechtsverträgliche technische Gestaltung.Müller, Johannes. In Multimedia und Recht, pp. 355–360. 2020.
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Daten gegen die Pandemie – TK-Verkehrsdaten und technische Mittel: Rechtsstaat und Ausnahmezustand?Müller, Johannes. In ZD-Aktuell, p. 07072. 2020.
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Gegenüberstellung HDSIG zu BDSG, DS-GVO und JI-RL.Johannes, P.; D., Zwirner. In ZD-Aktuell, p. 06977. 2020.
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How to Manage Crowdsourcing Platforms Effectively.Blohm, Ivo; Zogaj, Shkodran; Bretschneider, Ulrich; Leimeister, Jan Marco. In NIM Marketing Intelligence Review, 12(1), pp. 18–23. Sciendo, 2020.
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Crowdsourced tasks are very diverse – and so are platform types. They fall into four categories, each demanding different governance mechanisms. The main goal of microtasking crowdsourcing platforms is the scalable and time-efficient batch processing of highly repetitive tasks. Crowdsourcing platforms for information pooling aggregate contributions such as votes, opinions, assessments and forecasts through approaches such as averaging, summation, or visualization. Broadcast search platforms collect contributions to solve tasks in order to gain alternative insights and solutions from people outside the organization, and are particularly suited for solving challenging technical, analytical, scientific, or creative problems. Open collaboration platforms invite contributors to team up to jointly solve complex problems in cases where solutions require the integration of distributed knowledge and the skills of many contributors. Companies establishing crowdsourcing platforms of any type should continuously monitor and adjust their governance mechanisms. Quality and quantity of contributions, project runtime, or the effort for conducting the crowdsourcing project may be good starting points.
Ungleiche Präferenzen? Zum Zusammenhang von Studienfachwahl und Geschlechterzuschreibungen.Bereswill, Mechthild; Draude, Claude; Kuhn, Hans-Peter. In ZSE Zeitschrift für Soziologie der Erziehung und Sozialisation, 40(3), pp. 227–230. Beltz Juventa, 2020.
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Einführung in den Themenschwerpunkt
Gegenüberstellung – Schadensersatz nach BDSG, JI-Richtlinie und DS-GVO.Johannes, P. In ZD-Aktuell, p. 06925. 2020.
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Sicherheit der Datenverarbeitung nach § 64 BDSG im Vergleich zur JI-Richtlinie und DS-GVO.Johannes, P. In ZD-Aktuell, p. 06875. 2020.
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Japan: Evaluation des Act on the Protection of Personal Information.Geminn, Christian. In Zeitschrift für Datenschutz, p. XVI-XVII. 2020.
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USA: Mögliche Auswirkungen der Präsidentschaft Joe Bidens auf den Datenschutz.Johannes, P. In ZD-Aktuell, p. 07441. 2020.
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USA: Entwurf eines Data Accountability and Transparency Act of 2020 vorgelegt.Geminn, Christian. In ZD-Aktuell, (13), p. 07221. 2020.
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Zertifizierung von Datenverarbeitungsvorgängen bei der Polizei.Johannes, P. In Die Polizei, (10), pp. 409 – 415. 2020.
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GEMIMEG II: Sensoren und digitale Zwillinge – sichere und robuste kalibrierte Messsysteme.Johannes, P. In ZD-Aktuell, p. 07280. 2020.
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Probably approximately correct learning of Horn envelopes from queries.Borchmann, Daniel; Hanika, Tom; Obiedkov, Sergei. In Discrete Applied Mathematics, 273, pp. 30–42. 2020.
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We propose an algorithm for learning the Horn envelope of an arbitrary domain using an expert, or an oracle, capable of answering certain types of queries about this domain. Attribute exploration from formal concept analysis is a procedure that solves this problem, but the number of queries it may ask is exponential in the size of the resulting Horn formula in the worst case. We recall a well-known polynomial-time algorithm for learning Horn formulas with membership and equivalence queries and modify it to obtain a polynomial-time probably approximately correct algorithm for learning the Horn envelope of an arbitrary domain.
The Nature of Crowd Work and its Effects on Individuals’ Work Perception.Durward, David; Blohm, Ivo; Leimeister, Jan Marco. In Journal of Management Information Systems (JMIS), 37(1), pp. 66–95. 2020.
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Crowd work reflects a new form of gainful employment on the Internet. We study how the nature of the tasks being performed and financial compensation jointly shape work perceptions of crowd workers in order to better understand the changing modes and patterns of digital work. Surveying individuals on 23 German crowd working platforms, this work is the first to add a multi-platform perspective on perceived working conditions in crowd work. We show that crowd workers need rather high levels of financial compensation before task characteristics become relevant for shaping favorable perceptions of working conditions. We explain these results by considering financial compensation as an informational cue indicating the appreciation of working effort that is internalized by well-paid crowd workers. Resulting boundary conditions for task design are discussed. These results help us understand when and under what conditions crowd work can be regarded as a fulfilling type of employment in highly developed countries.
Exploring the Impact of COVID-19 Lockdown on Social Roles and Emotions while Working from Home.Nolan, Sam; Rumi, Shakila Khan; Anderson, Christoph; David, Klaus; Salim, Flora D. In CoRR, abs/2007.12353. 2020.
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Desperately Seeking the Artefacts and the Foundations of Native Theory in Gamification Research: Why Information Systems Researchers Can Play a Legitimate Role in this Discourse and How They Can Better Contribute.Lowry, Paul Benjamin; Petter, Stacie; Leimeister, Jan Marco. In European Journal of Information Systems (EJIS), 29(4), pp. 609–620. 2020.
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Gamification has taken the world by storm. Regardless of where one stands on gamification, it can aptly be described as interesting but also galvanising and controversial. We are pleased to write a provocative editorial to kick off this special issue on gamification in the European Journal of Information Systems. Our position is that the information systems (IS) discipline has the opportunity to play an outsized role in navigating the discourse of gamification-an increasingly influential, interdisciplinary discourse in research and practice. We assert that active engagement in the gamification discourse is a compelling IS research opportunity, given the growing, globalised platform-based economy. Consequently, we frame our editorial with the knowledge we have gained as IS researchers who engage in gamification research in an effort to share what we have learned about artefacts and original theorisation with both IS and gamification scholars. We do so by proposing a pragmatic path forward for gamification and IS researchers who wish to contribute to these related discourses, both individually and in the form of the combined IS-gamification discourse. We propose a framework of three practices that we are confident can more systematically generate the key theoretical artefacts needed to generate native theory in the IS-gamification discourse and hence to improve the associated research and practice. Foundational to this framework is our paradigm, which advocates active engagement with IS-gamification research and practice, as bridged by a strong focus on design thinking and generating artefacts that are foundational to theory generation.
Engineering Challenges Ahead for Robot Teamwork in Dynamic Environments.Geihs, Kurt. In Applied Sciences, 10(4), p. 1368. Multidisciplinary Digital Publishing Institute, 2020.
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Datensicherheit von Corona-Apps nach der DSGVO.Stroscher, J.-P.; Schomberg, S.; Heinrich, A.; Grube, T. In Datenschutz und Datensicherheit, pp. 501–505. 2020.
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Stellungnahmen zur Evaluation der Datenschutz-Grundverordnung.Geminn, Christian; Charalampos, Leontopoulos. In ZD-Aktuell, p. 07024. 2020.
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Situated algorithms: a sociotechnical systemic approach to bias.Draude, Claude; Klumbytė, Goda; Lücking, Phillip; Treusch, Pat. In Online Information Review, 44(2), pp. 325–342. 2020.
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Beschäftigtendatenschutz und Covid-19: Daten sicher im Homeoffice?Gilga, Carolin. In ZD-Aktuell, p. 07113. 2020.
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Frankreich: Bewertung der Tracing-App ‚StopCovid‘ durch die CNIL.Geminn, Christian. In ZD-Aktuell, (11), p. 07175. 2020.
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Kinder als Nutzende smarter Sprachassistenten – Spezieller Gestaltungsbedarf zum Schutz von Kindern.Geminn, Christian; Jessica, Szczuka; Carina, Weber; André, Artelt; Lina, Varonina. In Datenschutz und Datensicherheit, pp. 600–605. 2020.
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Stratifikation in der digitalen Bewertungsgesellschaft. Eine Fallanalyse der Folge "Nosedive" aus der SF-Serie "Black Mirror".Kropf, Jonathan. In Berliner Debatte Initial, 31(1), pp. 18–31. 2020.
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NORA: Gestaltung von kollaborativen kontextsensitiven mobilen Anwendungen.Lena, Löber. In ZD-Aktuell, p. 07387. 2020.
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Datenschutz nach Corona – Was ist da, was bleibt, was kommt?Geminn, Christian; Johannes, P.; Miedzianowski, Nadine. In ZD-Aktuell, p. 07073. 2020.
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EDSB: Überwachung sozialer Medien - Social Media Monitoring.Gilga, Carolin. In ZD-Aktuell, p. 07022. 2020.
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Engaging Learners in Online Video Lectures with Dynamically Scaffolding Conversational Agents.Winkler, Rainer; Hobert, Sebastian; Fischer, Tizian; Salovaara, Antti; Söllner, Matthias; Leimeister, Jan Marco. 2020.
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Online education creates new opportunities for learners, which has led to sharply increasing enrollment in the last few years. Despite these benefits, past research shows that the lack of individual interaction with educators creates low learner engagement that leads to high attrition rates, which remains a major challenge in the field. Dynamically scaffolding conversational agents built into online video lectures promise to address this problem by individually interacting with learners, similar to educators’ scaffolding behavior. These agents are equipped with recent natural language processing capabilities, creating human-like conversations that help learners to be more engaged in the learning process. To test our hypothesis, we built a dynamically scaffolding conversational agent named Sara and compared it with an often-implemented static conversational agent built into two online video lectures. We deployed a lab experiment with 182 learners. The neurophysiological measurements revealed that Sara significantly improved learner engagement partly explained by differences in learners’ perceptions in the way they experienced the interaction. This study connects to already existing conversational agent studies in online education and highlights the importance of including dynamically scaffolding conversational agents in online video lectures to address the problem of low learner engagement in online education.
Arbeitsrecht und Covid-19.Miedzianowski, Nadine. In ZD-Aktuell, p. 07071. 2020.
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Die Kodifizierung von Gestaltungswissen in interdisziplinären Entwurfsmustern - Lösungen im Spannungsfeld zwischen Rechtsverträglichkeit und Dienstleistungsqualität.Dickhaut, Ernestine; Thies, Laura Friederike; Janson, Andreas. In Datenschutz und Datensicherheit (DuD), pp. 584–588. 2020.
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In der Entwicklung informationstechnischer Systeme entstehen oft Zielkonflikte, die durch Gestaltung der Systeme aufgelöst werden müssen. Hierfür fehlt es Entwicklern, insbesondere bei Konflikten zwischen Rechtsverträglichkeit und Dienstleistungsqualität, oft an dem notwendigen Wissen und der erforderlichen Gestaltungserfahrung. Hier können Entwurfsmuster weiterhelfen. Der Beitrag stellt am Beispiel Smarter Persönlicher Assistenten einen Ansatz vor, in dem Entwurfsmuster interdisziplinäres Gestaltungswissen zusammenführen, geht auf die Besonderheiten des Gestaltungswissens der beiden Disziplinen ein und stellt ein beispielhaftes Entwurfsmuster vor.
Abschluss des Forschungsprojekts ‚Desinformation aufdecken und bekämpfen‘ (DORIAN).Löber, Lena I. In ZD-Aktuell, p. 06980. 2020.
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Software-Defined Business – Implications for IT Management.Alt, Rainer; Leimeister, Jan Marco; Priemuth, Thomas; Sachse, Stephan; Urbach, Nils; Wunderlich, Nico. In Business & Information Systems Engineering, 62(6), pp. 609–621. 2020.
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In August 2011 the Wall Street Journal published an essay by Netscape co-founder Marc Andreessen titled “Why software is eating the world”. He argues that “more and more major businesses and industries are being run on software and delivered as online services—from movies to agriculture to national defense. Many of the winners are Silicon Valley-style entrepreneurial technology companies that are invading and overturning established industry structures. […] Companies in every industry need to assume that a software revolution is coming.” (Andreessen 2011). By pointing at examples in various industries from automotive and banking to defense, healthcare, music, retailing, and telecommunications, he illustrates the transformational power of information technology (IT) and software in particular. The discussion is not new and dates back to the early 2000s. For example, Power and Jerjian (2001, p. 99) mention for Heathrow airport that “software is the thing that runs the airport” and in a biological analogy they consider software to be the nervous system. Meanwhile, the large “big tech” software companies (e.g., GAFAM, BATX) have impressively confirmed this development: their digital platforms have spread over many industries with an impact on processes (e.g., interaction and transaction), on products (e.g., app stores and services) as well as on business models (e.g., streaming and as-a-service models). The recent tech-portmanteaus (e.g., Fintech, Insurtech, Regtech) also reflect the attitude of these startup businesses, which perceive themselves rather as IT (tech) companies than as representatives of the industry they are aiming to transform (Meijer and Kapoor 2014). In the same vein, the high valuation of Tesla Motors since early 2020 spurred an intense debate of whether the company is in the automotive or the tech business (e.g., Klebnikov 2020). Obviously, these developments have numerous implications for the field of IT management, which were discussed during a panel at the 82nd Annual German Business Researcher Conference on March 18, 2020. The panel builds on prior discussions regarding the impact of digitalization on IT management. For example, a BISE discussion section in 2017 addressed the implications of the broad trend of digitalization for the field of Business Information Systems Engineering and pointed out new topics, such as digital innovation and transformation, which complement existing competencies (e.g., in modeling and managing enterprise IT). The discussion revealed strong arguments for the strategic role of IT and that business and IT departments as well as academia and practice need to collaborate more closely (Legner et al. 2017). While these statements adopted a rather broad perspective, another discussion section focused on “the impact of digitalization on the IT department” (Urbach et al. 2019). It mentioned important and intricate challenges: On the one hand, IT departments need to move closer to the business units and, on the other hand, they need to constantly update their technological skills in an environment with a high pace of technological innovation. In a world “eaten by software” these developments are equally prevalent and lead to the question how businesses address these challenges, in particular, how they assess the dominant role of software, how activities in managing the software lifecycle should be organized, and what the implications are for the BISE community.
Co-Creation durch Peers im digitalen Lernen – Wie Plattformen und Chatbots die Partizipation bei der Lernmaterialerstellung begleiten können.Billert, Matthias Simon; Weinert, Tim; Janson, Andreas; Leimeister, Jan Marco. In HMD Praxis der Wirtschaftsinformatik, 57(4), S. Robra‐Bissantz; C. Lattemann (eds.), pp. 722–743. 2020.
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Die Arbeit in Industrieunternehmen verändert sich auf Grund der Digitalisierung grundlegend. Entwicklungen in der Automatisierungstechnik können in naher Zukunft einen Teil der Arbeit von Arbeitnehmenden ersetzen. Dadurch wird es notwendig sein, sich auf die sich schnell wechselnden Qualifikationsanforderungen aus diesem Digitalisierungsprozess einzustellen. Hierzu gehört einerseits die schnelle Reaktionsfähigkeit auf die fortlaufenden Veränderungen, die in Unternehmen stattfinden, beispielsweise die Einbettung neuer Technologien in Arbeitsprozesse. Andererseits aber auch die notwendigen Upskilling-Prozesse, die durch den Einsatz neuer Technologien notwendig werden. Für beide Aspekte sind aber entsprechende Angebote zur Schulung notwendig, die sich flexibel auf die Bedarfe anpassen. Digitale Lernservices ermöglichen dabei auf die individuellen Arbeitssituation von Mitarbeitenden zu reagieren und im Sinne der Co-Creation den Prozess der gemeinsamen Erstellung von Lern- sowie Schulungsmaterialien durch die Einbindung mehrerer Akteure zu steuern.
Einmal öffentlich - für immer schutzlos? Die Zulässigkeit der Verarbeitung öffentlicher personenbezogener Daten.Hornung, G.; Gilga, C. In Computer und Recht, pp. 367–379. 2020.
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Car-to-Pedestrian communication with MEC-support for adaptive safety of Vulnerable Road Users.Nguyen, Quang-Huy; Morold, Michel; David, Klaus; Dressler, Falko. In Computer Communications, 150, pp. 83–93. 2020.
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Car-to-Pedestrian (Car2P) communication has a huge potential for preventing potential accidents between pedestrians and vehicles by exchanging context information. Similar communication principles have been explored for Car-to-Car (C2C) communication since quite a while and are now being deployed as an additional safety mechanism. Unfortunately, Vulnerable Road Users (VRUs) such as pedestrians and bicyclists are not yet covered by these systems. Looking at pedestrians, we explore possibilities for the exchange of relevant safety mechanisms between pedestrians and cars making use of readily available communication capabilities of current LTE networks. Necessary activity and collision detection algorithms have to be run on the users’ smartphones in order to determine the criticality of the situation. In order to improve both the overall system latency and the energy efficiency of the smartphone applications, we suggest the use of Multi-access Edge Computing (MEC). We implemented the system to perform measurements on the smartphone side as well as extensive simulations on the networking side. Our results clearly show the advantages of our concept and the integrated MEC approach.
Interdisziplinäre Anforderungsmuster für smarte persönliche Assistenten - Mittel zu Erfassung divergenter Anforderungen aus Informatik und Recht.Dickhaut, Ernestine; Janson, Andreas; Roßnagel, Alexander; Leimeister, Jan Marco. In Datenschutz und Datensicherheit (DuD), 44(9), pp. 579–583. 2020.
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Bei der Entwicklung smarter persönlicher Assistenten können Anforderungsmuster helfen, die oftmals konfliktären Anforderungen zu systematisieren und miteinander in Einklang zu bringen. Sie können wiederkehrende rechtliche und qualitative Anforderungen in einer für Entwickler verständlichen Form darstellen und so helfen, sie im Entwicklungsprozess besser zu berücksichtigen.
Toward Cognitive Load Inference for Attention Management in Ubiquitous Systems.Pejović, V.; Gjoreski, M.; Anderson, C.; David, K.; Luštrek, M. In IEEE Pervasive Computing, 19(2), pp. 35–45. 2020.
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Modeling Support for Mass Collaboration in Open Innovation Initiatives-The Facilitation Process Model 2.0.Winkler, Rainer; Briggs, Robert Owen; de Vreede, Gert-Jan; Leimeister, Jan Marco; Oeste-Reiss, Sarah; Söllner, Matthias. In IEEE Transactions on Engineering Management, 69(2), pp. 423–437. 2020.
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Many governments and organizations recognize the potential of open innovation (OI) models to create value with large numbers of people beyond the organization. It can be challenging , however, to design an effective collaborative process for a massive group. Collaboration engineering (CE) is an approach for the design and deployment of repeatable collaborative work practices that can be executed by practitioners themselves without the ongoing support of external collaboration engineers. To manage the complexity of the design process, they use a modeling technique called facilitation process models (FPM) to capture high-level design decisions that serve different purposes, such as documenting and communicating a design, etc. FPM, however, was developed to support designs for groups of fewer than 100 people. It does not yet represent design elements that become important when designing for groups of hundreds or thousands of participants, which can be found in many OI settings. We use a design science approach to identify the limitations of the original FPM and derive requirements for extending FPM. This article contributes to the CE and to the OI literature by offering an FPM 2.0 that assists CE designers to design new OI processes, with a special focus on outside-in OI.
Wie können Systeme künstlicher Intelligenz ohne Qualitätsverlust rechtsverträglich gestaltet werden?Dickhaut, Ernestine; Janson, Andreas; Leimeister, Jan Marco. In Wirtschaftsinformatik & Management, 12(2), pp. 90–100. 2020.
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Künstliche intelligente (KI)-Systeme erfreuen sich immer größerer Beliebtheit. Im Alltag erleben wir KI beispielsweise durch smarte persönliche Assistenten (SPAs), welche von Amazon, Google und Co. angeboten werden. Zwar haben diese KI-Systeme große Nutzungspotenziale, gleichzeitig gehen damit aber auch erhebliche Risiken einher, beispielsweise datenschutzrechtliche. Doch wie lassen sich diese Spannungsfelder auflösen? Interdisziplinäre Gestaltungsmuster im Systementwicklungsprozess können eine Lösung darstellen, welche nachfolgend mit Handlungsimplikationen für gesellschaftlich wünschenswerte „KI made in Germany“ skizziert wird.
Probabilistic upscaling and aggregation of wind power forecasts.Henze, Janosch; Siefert, Malte; Bremicker-Trübelhorn, Sascha; Asanalieva, Nazgul; Sick, Bernhard. In Energy, Sustainability and Society, 10(1), p. 15. 2020.
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Wind power forecasts of the expected wind feed-in for the next hours or days are necessary to integrate the generated volatile wind energy into power systems. Most forecasting models predict in some sense the best value, but they ignore the other possible outcomes which may arise because of forecasting uncertainties. Probabilistic forecasts, on the other hand, also predict a distribution of possible outcomes with their respective probabilities that specific power values will occur and therefore have higher information content. In this work, we address two problems that hinder the introduction of probabilistic forecasts in practice: (1) no measurement data are available for some wind farms and (2) the flexible aggregation of probabilistic forecasts for changing wind farm portfolios.
Bewertungstechnologien im Beschäftigungsverhältnis – eine (erste) datenschutzrechtliche Bewertung.Lurtz, Helmut. In ZD-Aktuell, p. 06926. 2020.
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Tagungsbericht zur Jahreskonferenz des Forum Privatheit „Aufwachsen in überwachten Umgebungen – Wie lässt sich Datenschutz in Schule und Kinderzimmer umsetzen?“.Nebel, Maxi. In ZD-aktuell, p. 06929. 2020.
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Geschlechterforschungen zwischen Reflexion und Reproduktion bestehender Bilder von Informatik.Bläsing, Lisa Marie; Draude, Claude. In ZSE Zeitschrift für Soziologie der Erziehung und Sozialisation, 40(3), pp. 276–295. Beltz Juventa, 2020.
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Seit Jahrzehnten wird die geschlechtliche Verteilung von Studierenden in MINT bzw. der Informatik aus unterschiedlichen Perspektiven in den Blick genommen. Aus Sicht geschlechtertheoretischer Forschungen werden dafür unter anderem geschlechtliche Codierungen der Fächer gesehen, in denen sich alltägliches Geschlechterwissen und strukturelle Ungleichheiten manifestieren. In Bildern und Annahmen, die Schüler*innen und Studierende über die jeweiligen Fächer haben, werden diese vergeschlechtlichten Codierungen sichtbar. Der Beitrag fasst Ergebnisse ausgewählter Literatur zu Bildern von Informatik zusammen. Sie zeigen, wie die Befragten Informatik als männliches, weißes und westliches Fach konstruieren, welches Zugangs- und Aufstiegsmöglichkeiten mindestens einschränkt und ‚das Andere‘, also beispielsweise Frauen/Weiblichkeit, alles nicht-westliche, nicht-weiße – bzw. was diesen Begriffen zugeschrieben wird – abwertet. Beiträge zu Informatikbildern laufen jedoch Gefahr, bestehende Bilder zu reproduzieren. Deshalb werden in der untersuchten Literatur Leerstellen und Perspektiven aufgezeigt, die zu einer intersektionalen, reflektierten Forschung über Informatik(bilder) beitragen können.
Die Simulationsstudie als Evaluationsmethode - Interdisziplinäre Evaluation eines smarten persönlichen Assistenten.Thies, Laura Friederike; Dickhaut, Ernestine; Janson, Andreas; Roßnagel, Alexander; Leimeister, Jan Marco; Söllner, Matthias. In Datenschutz und Datensicherheit (DuD), 44(9), pp. 589–593. 2020.
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Um die Gestaltung datenschutzgerechter Techniksysteme erproben zu können, bietet sich die Methode der Simulationsstudie an. Am Beispiel eines smarten persönlichen Lernassistenten zeigt der Beitrag, wie mit Hilfe einer Simulationsstudie die Systemgestaltung unter Einsatz von Anforderungs- und Entwurfsmustern in sozialer Aktion überprüft werden kann.
CNIL schließt Bewertung der App ‚StopCovid‘ ab.Geminn, Christian. In Zeitschrift für Datenschutz, (8), p. VII-VIII. 2020.
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Capturing the complexity of gamification elements: a holistic approach for analysing existing and deriving novel gamification designs.Schöbel, Sofia; Janson, Andreas; Söllner, Matthias. In European Journal on Information Systems (EJIS), 29(6), pp. 641–668. 2020.
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Gamification is a well-known approach that refers to the use of elements to increase the motivation of information systems users. A remaining challenge in gamification is that no shared understanding of the meaning and classification of gamification elements currently exists. This impedes guidance concerning analysis and development of gamification concepts, and often results in non-effective gamification designs. The goal of our research is to consolidate current gamification research and rigorously develop a taxonomy, as well as to demonstrate how a systematic classification of gamification elements can provide guidance for the gamification of information systems and improve understanding of existing gamification concepts. To achieve our goal, we develop a taxonomic classification of gamification elements before evaluating this taxonomy using expert interviews. Furthermore, we provide evidence as to the taxonomy’s feasibility using two practical cases: First, we show how our taxonomy helps to analyse existing gamification concepts; second, we show how our taxonomy can be used for guiding the gamification of information systems. We enrich theory by introducing a novel taxonomy to better explain the characteristics of gamification elements, which will be valuable for both gamification analysis and design. This paper will help guide practitioners to select and combine gamification elements for their gamification concepts.
For CS.Britton, Loren; Pritchard, Helen. In Interactions, 27(4), pp. 94–98. Association for Computing Machinery, New York, NY, USA, 2020.
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A Research Agenda for the Why, What, and How of Gamification Designs Results on an ECIS 2019 Panel.Schöbel, Sofia; Janson, Andreas; Jahn, Katharina; Kordyaka, Bastian; Turetken, Ozgur; Djafarova, Naza; Saqr, Mohammad; Wu, Dezhi; Söllner, Matthias; Adam, Martin; Heiberg Gad, Povl; Wesseloh, Henrik; Leimeister, Jan Marco. In Communications of the Association for Information Systems, 46(1), pp. 706–721. 2020.
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This report summarizes the discussion in a panel session on gamification designs at the 2019 European Conference on Information Systems in Stockholm, Sweden. The panel explores a research agenda for gamification design. The “what, why, and how” are considered to analyze the current state of the art of gamification research. An adapted defini-tion of gamification is presented as one outcome of the workshop to better describe what gamification is and what it can be used for. “Why” and “how” to employ gamification are discussed for different contexts. This can be used to gamify information systems, identity outcomes that are addressed by gamification concepts, and explore new ways of how to gamify. Overall, the panel presents new areas for future research and practice by identifying innovative ways to bring existing gamification concepts to a more impactful level.
Menschenwürde und menschenähnliche Maschinen und Systeme.Geminn, Christian. In Die Öffentliche Verwaltung, 73, pp. 172–181. 2020.
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AUDITOR: Einreichung des Zertifizierungsprogramms bei der deutschen Akkreditierungsstelle.Maier, Natalie; Lins, S.; Teigeler, A.; Roßnagel, Alexander; Sunyaev, A. In ZD-Aktuell, (9), p. 07119. 2020.
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Konfliktäre Anforderungen an smarte persönliche Assistenten.Thies, L. F.; Jandt, S.; Knote, R.; Söllner, M. In Datenschutz und Datensicherheit - DuD, 44, pp. 573–578. 2020.
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Anonymisierung als datenschutzrelevante Verarbeitung? Rechtliche Anforderungen und Grenzen für die Anonymisierung personenbezogener Daten.Hornung, Gerrit; Wagner, B. In Zeitschrift für Datenschutz, 5, pp. 223–228. 2020.
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CS FIELD MANUAL.Britton, Loren; Pritchard, Helen. In Arts of the Working Class. 2020.
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Digitalisierung und verletzliche Gruppen im Recht.Geminn, Christian. In Kritische Vierteljahresschrift für Gesetzgebung und Rechtswissenschaft, 103, pp. 254–288. 2020.
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Japan: Nach der Reform ist vor der Reform.Geminn, Christian. In ZD-Aktuell, (19), p. 07391. 2020.
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Corona-Virus - eine Herausforderung auch für den Datenschutz?Schomberg, S; Stroscher, Jan-Philipp. In ZD-Aktuell, p. 07074. 2020.
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2019[ to top ]

Die Zertifizierung nach der DSGVO - Innovatives, aber hochkomplexes Instrument, Datenschutz und Datensicherheit.Maier, Natalie; Bile, Tamer. In DuD, (8), pp. 478–482. 2019.
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Die Zertifizierung von Cloud-Diensten nach der DSGVO.Maier, Natalie; Lins, S.; Teigeler, H.; Roßnagel, Alexander; Sunyaev, A. In Datenschutz und Datensicherheit (DuD), pp. 225–229. 2019.
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Elektronische Schriftkommunikation (De-Mail, Vertrauensdienste).Roßnagel, Alexander. In Handbuch zur Verwaltungsreform, S. Veit; C. Reichard; G. Wewer (eds.), pp. 617–628. Springer Fachmedien Wiesbaden, Wiesbaden, 2019.
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Die digitale Transformation der Verwaltung setzt auch eine digitale Kommunikation zwischen Bürger oder Organisationen (z. B. Unternehmen) und Verwaltung voraus. Soweit diese asynchron mit Hilfe von Schriftzeichen erfolgt, handelt es sich um eine elektronische Schriftkommunikation. Sie bedarf einer technischen und rechtlichen Absicherung, wenn es um die Kommunikation rechtlich schwerwiegender Willenserklärungen geht. Die Absicherung kann durch Sicherungsmechanismen, wie sie Vertrauensdienste zur Verfügung stellen oder durch ausreichend sichere Kommunikationsdienste wie De-Mail erfolgen.
Limitations of Assessing Active Learning Performance at Runtime.Kottke, Daniel; Schellinger, Jim; Huseljic, Denis; Sick, Bernhard. In CoRR, abs/1901.10338. 2019.
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Die Zulässigkeit der Erhebung des Klarnamens nach den Vorgaben der Datenschutz-Grundverordnung.Nebel, Maxi. In Kommunikation und Recht (K&R), (3), pp. 148–152. 2019.
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Dateneigentum in der vierten industriellen Revolution?Müller, J. In DuD, (3), pp. 159–166. 2019.
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Kennzeichnung von Social Bots – Transparenzpflichten zum Schutz integrer Kommunikation.Löber, Lena I. In Multimedia und Recht, (8), A. Roßnagel (ed.), pp. 493–498. 2019.
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Projektabschluss MyCPS.Lurtz, Helmut. In ZD-Aktuell, p. 06594. 2019.
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Collaboration Engineering.Oeste-Reiß, Sarah; Simmert, Benedikt. In Enzyklopädie der Wirtschaftsinformatik – Online-Lexikon, Vol. 10, N. Gronau; J. Becker; N. Kliewer; J. M. Leimeister; S. Overhage (eds.). GITO, Berlin, 2019.
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Optimizing Applications for Mobile Cloud Computing Through MOCCAA.Baraki, Harun; Jahl, Alexander; Jakob, Stefan; Schwarzbach, Corvin; Fax, Malte; Geihs, Kurt. In Journal of Grid Computing, pp. 1–26. Springer, 2019.
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Das Netzwerkdurchsetzungsgesetz in der Umsetzung. Bilanz nach den ersten Transparenzberichten.Löber, L. I.; Roßnagel, A. In MMR 2019, (2), pp. 71–76. 2019.
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Selbstbestimmung und Verbraucherschutz in der Datenökonomie.Lamla, Jörn. In Aus Politik und Zeitgeschichte, 69(24-26), pp. 49–54. 2019.
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Datenportabilität in Social Networks im „Schnellcheck“.Nebel, M. In ZD-Aktuell, p. 04380. 2019.
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Social studies of scholarly life with sensor-based ethnographic observations.Kibanov, Mark; Heiberger, Raphael H.; Rödder, Simone; Atzmueller, Martin; Stumme, Gerd. In Scientometrics. 2019.
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Social network analysis is playing an increasingly important role in sociological studies. At the same time, new technologies such as wearable sensors make it possible to collect new types of social network data. We employed RFID tags to capture face-to-face interactions of participants of two consecutive Ph.D. retreats of a graduate school on climate research. We use this data in order to explore how it may support ethnographic observations and to gain further insights on scholarly interactions. The unique feature of the data is the opportunity to distinguish short and long conversations, which often have a different nature from a sociological point of view. Furthermore, an advantage of this data is the availability of socio-demographic, research-related, and situational attributes of participants. We show that, even though an interaction partner is often found rather randomly during coffee breaks of retreats, a strong homophily between participants from the same institutions or research areas exists. We identify cores of the networks and participants who play ambassador roles between communities, e.g., persons who visit the retreat for the second time are more likely to be ambassadors. Overall, we show the usefulness and potential of RFID tags for scientometric studies.
Forschungsprojekt „European Cloud Service Data Protection Certification (AUDITOR).Maier, Natalie. In ZD-Aktuell, p. 06876. 2019.
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Kein „Verbotsprinzip“ und kein „Verbot mit Erlaubnisvorbehalt“ im Datenschutzrecht – Zur Dogmatik der Datenverarbeitung als Grundrechtseingriff.Roßnagel, Alexander. In Neue Juristische Wochenschrift, (1), pp. 1–5. 2019.
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Hierarchical Multi-Agent Deep Reinforcement Learning to Develop Long-Term Coordination.Ossenkopf, Marie; Jorgensen, Mackenzie; Geihs, Kurt. In Proceedings of the 34th Annual ACM Symposium on Applied Computing SAC. 2019.
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Datenbrille für komplexe Umstiege: Wie gebrauchstauglich sind innovative Informationsdienste? Ergebnisse des Forschungsprojekts RadAR+: Reiseassistenzsystem für dynamische Umgebungen auf Basis von "Augmented Reality".Kolbe, B.; Schmidt, L.; Wagner, N.; Hegenberg, J.; Inninger, W.; Mack, N.; Stegemann, M. In Der Nahverkehr, 37(9), pp. 48–55. 2019.
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Mobilität präsentiert sich in Form von Alltags- und Versorgungsmobilität, als Freizeit-, Messe- und Touristenverkehr sowie in vielschichtigen Wirtschaftsbewegungen von Unternehmen und Dienstleistern. Mobilität ist ein Grundbedürfnis und sichert neben der Teilhabe am öffentlichen Leben die Erreichbarkeit des Arbeitsplatzes, also die Teilhabe am ökonomischen Leben. Die Sicherung von Mobilität sowie eine effiziente Ausgestaltung zur Information und Nutzung unter den technischen Rahmenbedingungen sind Aufgaben mit hoher gesellschaftlicher Verantwortung, zu deren Lösung das Projekt RadAR+ einen wesentlichen Beitrag leistete - durch die Entwicklung eines adaptiv lernenden Mobilitätsagenten unter Verwendung von Augmented Reality.
Radically Rethinking the Way Crowdfunding Works: The Case of Jumpstartfund and the Hyperloop.Lipusch, Nikolaus; Dellermann, Dominik; Ebel, Philipp; Bretschneider, Ulrich; Leimeister, Jan Marco. In International Journal of Entrepreneurial Venturing (IJEV), 11(6), pp. 598–619. 2019.
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In this research, we explore the unique case of JumpStartFund, a new crowdfunding platform that is used to develop the Hyperloop project. To this end, we employ an in-depth single case study to examine the participation architecture of the platform as well as the Hyperloop campaign content, based on which we derive a new crowdfunding model. The derived crowdfunding model differs from existing crowdfunding models in that it allows entrepreneurs to develop their business with the crowdmore actively. Our research has important implications for research and practice. First, we introduce a new crowdfunding model that expands the boundaries of existent models. Second, we explain how our model helps to more efficiently leverage the potential inherent in the crowd thereby redefining entrepreneurial success within crowdfunding. Third, we discuss how our findings contribute to existent research within the context of crowdsourcing.
Internes Crowdsourcing – Herausforderungen und Lösungsstrategien für eine erfolgreiche Transformation der Arbeitsorganisation.Knop, Nicolas; Blohm, Ivo; Leimeister, Jan Marco. In HMD Praxis der Wirtschaftsinformatik, 56(4), pp. 735–747. Springer Fachmedien, Wiesbaden, Germany, 2019.
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Dieser Artikel hilft Organisationen ihre Mitarbeiter mittels Crowdsourcing in einem digitalen Umfeld zu reorganisieren, um Agilität, Produktivität und Effektivität der Geschäftsprozesse zu erhöhen. Internes Crowdsourcing, in welchem die kollektive Arbeitskraft, Kreativität und Intelligenz der Mitarbeiter effektiver genutzt wird, stellt eine flexible, dezentrale sowie digitale Form der Arbeitsorganisation dar. Dieser Prozess resultiert in einer Transformation der Organisation, der über die einfache Einrichtung der Crowdsourcing-Plattform hinausgeht. Aus diesem Grund stehen viele Unternehmen vor Problemen, diesen Transformationsprozess erfolgreich zu gestalten und können die Vorteile von Crowdsourcing nicht oder nur eingeschränkt nutzen. Daher identifizieren wir in unserem Artikel, basierend anhand einer multiplen Fallstudie fünf Herausforderungen und dazu passende Maßnahmen, um eine erfolgreiche Transformation zu managen. In diesem Rahmen gehen wir in einem Fall auf die Herausforderungen und Lösungen im Detail ein, auf denen wir dann in den zusätzlichen Fällen aufbauen. Schließlich präsentieren wir fünf Herausforderungen, wie inadäquate IT Fähigkeiten und die passenden Lösungsansätze, wie gezielte Schulungen. Diese erlauben es Unternehmen Internes Crowdsourcing als eine innovative Form der Arbeitsorganisation zu nutzen und Agilität sowie Effektivität interner Arbeitsprozesse zu erhöhen.
Tree Species Classification Based on Hybrid Ensembles of a Convolutional Neural Network (CNN) and Random Forest Classifiers.Knauer, Uwe; Styp von Rekowski, Cornelius; Stecklina, Marianne; Krokotsch, Tilman; Pham Minh, Tuan; Hauffe, Viola; Kilias, David; Ehrhardt, Ina; Sagischewski, Herbert; Chmara, Sergej; Seiffert, Udo. In Remote Sensing, 11(23). 2019.
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In this paper, we evaluate different popular voting strategies for fusion of classifier results. A convolutional neural network (CNN) and different variants of random forest (RF) classifiers were trained to discriminate between 15 tree species based on airborne hyperspectral imaging data. The spectral data was preprocessed with a multi-class linear discriminant analysis (MCLDA) as a means to reduce dimensionality and to obtain spatial–spectral features. The best individual classifier was a CNN with a classification accuracy of 0.73 +/− 0.086. The classification performance increased to an accuracy of 0.78 +/− 0.053 by using precision weighted voting for a hybrid ensemble of the CNN and two RF classifiers. This voting strategy clearly outperformed majority voting (0.74), accuracy weighted voting (0.75), and presidential voting (0.75).
When Does Communication Learning Need Hierarchical Multi-Agent Deep Reinforcement Learning.Ossenkopf, Marie; Jorgensen, Mackenzie; Geihs, Kurt. In Cybernetics and Systems, 50(8), pp. 672–692. Taylor & Francis, 2019.
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AbstractMulti-agent systems need to communicate to coordinate a shared task. We show that a recurrent neural network (RNN) can learn a communication protocol for coordination, even if the actions to coordinate are performed steps after the communication phase. We show that a separation of tasks with different temporal scale is necessary for successful learning. We contribute a hierarchical deep reinforcement learning model for multi-agent systems that separates the communication and coordination task from the action picking through a hierarchical policy. We further on show that a separation of concerns in communication is beneficial but not necessary. As a testbed, we propose the Dungeon Lever Game and we extend the Differentiable Inter-Agent Learning (DIAL) framework. We present and compare results from different model variations on the Dungeon Lever Game.
Das Sanktionsregime der DS-GVO.Nebel, Maxi. In Zeitschrift für Datenschutz, (6), p. VII. 2019.
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Altersgrenzen für die Einwilligung von Kindern nach Art. 8 DS-GVO in den einzelnen Mitgliedstaaten.Nebel, Maxi; Dräger, M. In ZD-aktuell, p. 06645. 2019.
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Unvollendete Innovationen.Roßnagel, Alexander. In DuD, (8), pp. 461–462. 2019.
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Stakeholderbezogene und rechtliche Anforderungen an ein Erreichbarkeitsmanagement-System.Miedzianowski, N.; Saternus, Z.; Staab, K. In ZD-Aktuell, (15), p. 04381. 2019.
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Feldstudie zur physiologischen und videogestützten Analyse von Nutzerzustand und -verhalten bei der Orientierung und Navigation am Frankfurter Flughafen.Klose, E.; Funk, J.; Hegenberg, J.; Schmidt, L. In Zeitschrift für Arbeitswissenschaft, 73(1), pp. 45–57. 2019.
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Die vorliegende Studie untersucht das Verhalten und den Zustand von Menschen während der Navigation durch den Frankfurter Flughafen. Dafür absolvierten die zwölf Teilnehmer drei flughafentypische Navigationsaufgaben, während Gangparameter, die Herz-Kreislauf-Aktivität und die Blickbewegung aufgezeichnet wurden. Anschließend wurde die videogestützte Retrospektive-Think-Aloud-Methode genutzt, um einen Einblick in die Gedanken und Strategien der Probanden zu bekommen. Die vielfältigen sowohl quantitativ als auch qualitativ analysierten Daten liefern Erkenntnisse über das Gehverhalten, die Herzrate und die Herzratenvariabilität sowie das Informationssuch- und -aufnahmeverhalten. Außerdem werden Problemstellen bei der Orientierung und Navigation am Flughafen ermittelt. Die Ergebnisse werden diskutiert und auf den Anwendungsbereich der Reiseassistenz angewendet, um in einem menschzentrierten Ansatz den Informationsbedarf für ein Augmented-Reality-Reiseassistenzsystem zu spezifizieren und Gestaltungsempfehlungen dafür abzuleiten. Praktische Relevanz: Es wird eine Vielzahl an Daten aus einer Feldstudie unter natürlichen Bedingungen zur Verfügung gestellt, mithilfe derer Nutzerverhalten und -zustand bei der Navigation beschrieben und analysiert werden können. Der Versuchsraum - ein komplexer Verkehrsknotenpunkt - ist für diverse Anwendungsbereiche von Interesse. Die vorgestellten Daten können auch als Referenzdaten für ähnliche Studien von Nutzen sein, z. B. um zu vergleichen, ob und inwieweit sich das Verhalten und der Zustand von Reisenden durch eine Navigationsunterstützung verändert.
AI-Based Digital Assistants - Opportunities, Threats, and Research Perspectives.Maedche, Alexander; Legner, Christine; Benlian, Alexander; Berger, Benedikt; Gimpel, Henner; Hess, Thomas; Hinz, Oliver; Morana, Stefan; Söllner, Matthias. In Business & Information Systems Engineering, 61(4), pp. 535–544. 2019.
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This article summarizes the panel discussion at the International Conference on Wirtschafts-informatik in March 2019 in Siegen (WI 2019) and presents different perspectives on AI-based digital assistants. It sheds light on (1) application areas, opportunities, and threats as well as (2) the BISE community’s roles in the field of AI-based digital assistants. The different authors’ contributions emphasize that BISE, as a socio-technical discipline, must address the designs and the behaviors of AI-based digital assistants as well as their interconnections. They have identified multiple research opportunities to deliver descriptive and prescriptive knowledge, thereby actively shaping future interactions between users and AI-based digital assistants. We trust that these inputs will lead BISE researchers to take active roles and to contribute an IS perspective to the academic and the political discourse about AI-based digital assistants.
How to scale up contact-intensive services: ICT-enabled service innovation.Kleinschmidt, Stefan; Peters, Christoph; Leimeister, Jan Marco. In Journal of Service Management (JOSM), 31(4), pp. 793–814. 2019.
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Purpose While scaling is a viable approach to respond to growing demand, service providers in contactintensive services – such as education, healthcare, and social services – struggle to innovate their offerings. The reason is that the scaling of contact-intensive services – unlike purely digital settings – has resource limitations. To help ease the situation, the purpose of this article is to identify and describe the practices used in scaling contact-intensive services to support ICTenabled service innovation. Design/methodology/approach The research draws on an in-depth analysis of three contact-intensive services to examine service innovation practices. The analysis informs model development for service scaling. Findings The analysis uncovers three practices for service scaling – service interaction analysis, service pivoting, and service validation – and their related activities that are applied in a cyclic and iterative logic. Research limitations/implications While the findings reveal that the scalability of contact-intensive services is limited and determined by the formative characteristic of personal interaction, this study and its findings describe how to leverage scalability in contact-intensive services. Practical implications The insights into the practices enable service providers of contact-intensive services to iteratively revise their service offerings and the logic of creating value with the service. Originality/value This research identifies and describes for the first time the practices for the scaling of contactintensive services as an operationalisation of ICT-enabled service innovation.
Privacy.Matzner, Tobias; Ochs, Carsten. In Internet Policy Review. Journal on Internet Regulation, 8. 2019.
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This contribution provides a short introduction into the conceptual and socio-technical development of privacy. It identifies central issues that inform and structure current debates as well as transformations of privacy spurred by digital technology. In particular, it highlights central ambivalences of privacy between protection and de-politicization and the relation of individual and social perspectives. A second section connects these issues to the influential texts and discussions on digital privacy. In particular, we will demonstrate privacy in digital societies is to be conceived in a novel way, since contemporary socio-technical conditions unsettle central assumptions of established theories: forms of perceptions, social structure or individual rights. Thus, a final third paragraph summarises theoretical innovations triggered by this situation – especially research from computer science to the social sciences and law and philosophy highlighting the requirement to take groups, social relations and broader socio-cultural contexts into account.
Doing a Doctorate in BISE in Germany, Austria and Switzerland? A Debate on the Why, What and How.Leimeister, Jan Marco; Becker, Jörg; Heinzl, Armin; Winter, Robert; Gefen, David. In Business & Information Systems Engineering, 61(6), pp. 759–766. Springer Fachmedien, Wiesbaden, Germany, 2019.
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Characteristics of challenging situations: two policy-capturing studies.Ohly, Sandra. In Journal of Managerial Psychology, 34(3), pp. 170–183. Emerald Publishing Limited, 2019.
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Purpose Although the appraisal of a situation as challenging has positive effects on performance and stress-related outcomes, the situational and individual characteristics that make challenge appraisal likely are far from clear. The purpose of this paper is to test these characteristics based on a review of the conceptualizations of challenge and the associated positive effects.Design/methodology/approach Potential characteristics of challenge are tested in two policy-capturing studies using a full factorial experimental design.Findings Results reveal that situations are appraised as more challenging than threatening when goal importance, task difficulty and controllability are high rather than low.Research limitations/implications These results indicate that challenge and threat are distinguished through the means a person believes to have available to cope with demands, an aspect of controllability.Originality/value This paper provides a first experimental test of characteristics of challenging situations.
Datenschutzrechtliche Verantwortlichkeit bei der Nutzung von Fanpages und Social Plug-ins.Nebel, Maxi. In Recht der Datenverarbeitung (RDV), (1), pp. 9–13. 2019.
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Super-Recognizer: Die menschliche Alternative zur biometrischen Gesichtserkennung?Schindler, Stephan. In ZD-Aktuell, p. 06730. 2019.
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Mensch-Maschine-Kollaboration: Grundlagen, Gestaltungsherausforderungen und Potenziale für verschiedene Anwendungsdomänen.Bittner, Eva A. C.; Oeste-Reiß, Sarah; Ebel, Philipp Alexander; Söllner, Matthias. In HMD Praxis der Wirtschaftsinformatik, pp. 1–16. 2019.
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Doing thinking: revisiting computing with artistic research and technofeminism.Britton, Loren; Klumbyte, Goda; Draude, Claude. In Digital Creativity, 30(4), pp. 1–16. 2019.
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EDSA: Leitlinien 2/2019 zur Vertragsdatenverarbeitung.Johannes, P. In ZD-Aktuell, p. 06821. 2019.
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Ladders for Learning: Is Scaffolding the Key to Teaching Problem Solving in Technology-mediated Learning Contexts?Janson, Andreas; Söllner, Matthias; Leimeister, Jan Marco. In Academy of Management Learning & Education (AMLE). Academy of Management, 2019.
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The success of innovative teaching/learning approaches aiming to foster problem solving in management education depends on useful and easy-to-use IT components in the learning process. However, the complexity of problem solving in self-regulated learning approaches may overwhelm the learner and can lead to unsatisfying learning outcomes. Research suggests the implementation of technology-enhanced scaffolds as a mechanism to guide the learners in their individual problem-solving process to enhance their learning outcomes. We present a theoretical model based on adaptive structuration theory and cognitive load theory that explains how technologyenhanced scaffolding contributes to learning outcomes. We test the model with a fully randomized between-subject experiment in a flipped classroom for management education focusing on individual problem solving. Our results show that technology-enhanced scaffolding contributes significantly to the management of cognitive load as well as to learning process satisfaction and problemsolving learning outcomes. Thereby, our paper provides new conceptual and empirically tested insights for a better understanding of technology-enhanced scaffolds and their design to assist problem solving and its respective effects in flipped classrooms for management education.
The Emergent Environmental Humanities: Engineering the Social Imaginary.Weidner, Chad; Braidotti, Rosi; Klumbyte, Goda. In Connotations - A Journal for Critical Debate, ISSN 0939-5482(28), pp. p. 1–25. Connotations Society, 2019.
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If the Environmental Humanities (EH) matter, an essential concern is whether we can speak of the possibility of a philosopher of literary and ecological identity. This paper discusses the intersection points of the Environmental Humanities to the wider scientific debate. It suggests that the EH are suited to help construct knowledge for sustainable futures. The arrival of the Anthropocene provides opportunities to cross disciplinary boundaries. Ecocriticism investigates the complex and contradictory relationship between humans and the environment in literature. Ideas of citizenship allow space for conversation about civic responsibility and stewardship. Animal studies intervenes deeply across the humanities, which acknowledges the interspecies imaginary. Future techno-scientific developments make us reconsider distinctions between humans, animals, and machines. The concept of the posthuman emphasizes how profound changes will be for all species. Serious questions might best be answered by environmental philosophy, which articulates the impact of the environment on humans. New Materialism explains why matter matters, and has clear implications for the study of the environment. Work in postcolonial and digital media provides a platform to challenge geographic borders as well as reconsider national contexts. Essentially, this paper asserts that the EH is building critical mass, and functions as a lightning rod between the arts and sciences. Such a development has profound consequences for the future of literary studies.
Daten für alle? – Zum Diskussionspapier der SPD.Geminn, C. In ZD-Aktuell, (4), p. 06492. 2019.
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Automated Ground Truth Estimation For Automotive Radar Tracking Applications With Portable GNSS And IMU Devices.Scheiner, Nicolas; Haag, Stefan; Appenrodt, Nils; Duraisamy, Bharanidhar; Dickmann, Jürgen; Fritzsche, Martin; Sick, Bernhard. In CoRR, abs/1905.11987. 2019.
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Fujiwara, S./Geminn, C./Roßnagel, A. Title: Angemessenes Datenschutzniveau in Japan – Der Angemessenheitsbeschluss der Kommission und seine Folgen.Fujiwara, S.; Geminn, C.; Roßnagel, A. In ZD, (4). 2019.
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Vibrotaktile Alarmmeldungen: Informationscodierung für Alarme in Industrieanlagen.Stein, T.; Schmidt, L. In atp edition - Automatisierungstechnische Praxis, 61(4), pp. 62–69. 2019.
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Um die Übermittlung und Erkennbarkeit von Alarmmeldungen bei der Prozessüberwachung zu verbessern, besteht die Möglichkeit, auch den vibrotaktilen Sinneskanal zu nutzen. Die Alarmmeldungen einer realen Industrieanlage wurden durch Vibrationsmuster codiert, wobei sowohl Art als auch Ort des Fehlers übermittelt wurden. 32 Versuchspersonen nahmen an der Studie teil und 960 Einzelmessungen mit unterschiedlichem Informationsgehalt wurden in die Auswertung einbezogen. Die Ergebnisse zeigen eine Abhängigkeit der Erkennungsraten von der Komplexität der Signale sowie der Art der Codierung verschiedener Informationen.
Der schleichende Personenbezug. Die Zwickmühle der Re-Identifizierbarkeit in Zeiten von Big Data und Ubiquitous Computing.Hornung, Gerrit; Wagner, B. In Computer und Recht, 9, G. Hornung (ed.), pp. 565–574. 2019.
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Wir mögen uns nicht und arbeiten trotzdem zusammen - wie Aufgabeninterdependenzen den Zusammenhang zwischen interpersonellen Teamprozessen und Zufriedenheit beeinflussen.Friedrichs, Juliane; Ohly, Sandra. In Gruppe. Interaktion. Organisation. Zeitschrift für Angewandte Organisationspsychologie (GIO), 50(1), pp. 15–24. 2019.
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This article in the journal Gruppe. Interaktion. Organisation focusses on the relationship between interpersonal team processes and team satisfaction. Interpersonal team processes include conflict- and affectmanagement as well as motivational team processes. In this context, the role of task interdependence is examined. Student teams (n = 25) were interviewed to examine if the degree of task interdependence positively influences the relationship of interpersonal processes and team satisfaction. The results show on the one hand, that interpersonal team processes are positively related to perceived satisfaction at the team level and, on the other hand, that task interdependence is a moderator variable. Contrary to the assumption that task interdependencies reinforce the relationship between interpersonal processes and team satisfaction, it was shown that there is a compensatory effect in the low interdependence condition. Teams with lower task interdependence and good conflict-, affect- and motivation management are almost as satisfied with their team as teams with higher task interdependence and good conflict-, affect- and motivation management. Implications are discussed.
Orometric Methods in Bounded Metric Data.Stubbemann, Maximilian; Hanika, Tom; Stumme, Gerd. In CoRR, abs/1907.09239. 2019.
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Participatory Design of Smart Home Technology: self-reflections of my work as a black African migrant HCI researcher.Dankwa, Nana Kesewaa. In GenderIT.org. 2019.
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工业4.0与法律：三大核心挑战 (Übersetzung des Beitrags „Industrie 4.0 und das Recht: Drei zentrale Herausforderungen“, Hornung, G. (Hrsg.), Rechtsfragen der Industrie 4.0. Datenhoheit – Verantwortlichkeit – rechtliche Grenzen der Vernetzung, Baden-Baden 2018).Hornung, Gerrit; Hofmann, K. In Law and Modernization, 5, pp. 161–184. 2019.
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Drawing Order Diagrams Through Two-Dimension Extension.Dürrschnabel, Dominik; Hanika, Tom; Stumme, Gerd. In CoRR, abs/1906.06208. 2019.
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Nudger: Forschungsprojekt zu Privacy Nudges in der digitalisierten Arbeitswelt.Schomberg, Sabrina. In ZD-Aktuell, p. 06493. 2019.
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Hybrid Intelligence.Dellermann, Dominik; Ebel, Philipp; Söllner, Matthias; Leimeister, Jan Marco. In Business & Information Systems Engineering, 61(5), pp. 637–643. Springer Fachmedien, Wiesbaden, Germany, 2019.
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Hybrid Intelligence, Business & Information Systems Engineering.Dellermann, Dominik; Ebel, Philipp; Söllner, Matthias; Leimeister, Jan Marco. In Business & Information Systems Engineering, 61(5), pp. 637–643. 2019.
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Research has a long history of discussing what is superior in predicting certain outcomes: statistical methods or the human brain. This debate has repeatedly been sparked off by the remarkable technological advances in the field of artificial intelligence (AI), such as solving tasks like object and speech recognition, achieving significant improve- ments in accuracy through deep-learning algorithms (Goodfellow et al. 2016), or combining various methods of computational intelligence, such as fuzzy logic, genetic algorithms, and case-based reasoning (Medsker 2012). One of the implicit promises that underlie these advancements is that machines will 1 day be capable of performing complex tasks or may even supersede humans in performing these tasks. This triggers new heated debates of when machines will ultimately replace humans (McAfee and Brynjolfsson 2017). While previous research has proved that AI performs well in some clearly defined tasks such as playing chess, playing Go or identifying objects on images, it is doubted that the development of an artificial general intelligence (AGI) which is able to solve multiple tasks at the same time can be achieved in the near future (e.g., Russell and Norvig 2016). Moreover, the use of AI to solve complex business problems in organizational con- texts occurs scarcely, and applications for AI that solve complex problems remain mainly in laboratory settings instead of being implemented in practice. Since the road to AGI is still a long one, we argue that the most likely paradigm for the division of labor between humans and machines in the next decades is Hybrid Intelligence. This concept aims at using the complementary strengths of human intelligence and AI, so that they can perform better than each of the two could separately (e.g., Kamar2016).
Die Digitalisierungsstraße für die Stadt der Zukunft.Billert, Matthias; Peters, Christoph. In Innovative Verwaltung, 41(7-8/2019), pp. 172–189. Springer Fachmedien, Wiesbaden, Germany, 2019.
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Vorgestellt wird ein innovatives, multimediales Portal, die sogenannte Digitalisierungsstraße, mit dem die Kompetenzen der Bürgerinnen und Bürger kollaborativ in die Entwicklung neuer städtischer Dienstleistungen eingebunden werden können.
Gemeinsame Verantwortlichkeit des Websitebetreibers bei Social-Plug-Ins, Anmerkung zu EuGH, Urteil vom 29.07.2019 C-40/17, VuR 2019 VuR 2019, 468-476.Schindler, Stephan; Lurtz, H. In VuR, 12, pp. 468–476. 2019.
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Die Digitalisierungsstraße für die Stadt der Zukunft – Kollaborative Entwicklung eines Portals für bürger-initiierte Dienstleistungsentwicklung im Kontext einer Smart City.Billert, Matthias Simon; Peters, Christoph. In HMD Praxis der Wirtschaftsinformatik, 56, D. Siemon; S. Robra-Bissantz (eds.), pp. 172–189. 2019.
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Engineering Publics: The Different Modes of Civic Technoscience.Dickel, Sascha; Schneider, Christoph; Thiem, Carolin; Wenten, Klara-Aylin. In Science and Technology Studies Journal. The Many Modes of Citizen Science, 32(2), pp. 8–23. 2019.
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Die Rechtsprechung und der Überwachungsdruck im Nachbarschaftsverhältnis.Schindler, Stephan. In ZD-Aktuell, p. 06878. 2019.
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China: Biometrische Gesichtserkennung in der Volksrepublik China.Schindler, Stephan. In ZD-Aktuell, p. 06494. 2019.
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Künstliche Intelligenz und (Datenschutz-)Recht.Schindler, Stephan. In ZD-Aktuell, p. 06647. 2019.
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Biometrische Gesichtserkennung in den USA.Schindler, Stephan. In ZD-Aktuell, (06595). 2019.
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Projektabschluss FLORIDA.Schindler, Stephan; Borell, A. In ZD-Aktuell, p. 06547. 2019.
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Südkreuz zum Zweiten: Test intelligenter Videoanalysesoftware am Bahnhof Berlin Südkreuz.Schindler, Stephan. In ZD-Aktuell, p. 06071. 2019.
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Situated algorithms: a sociotechnical systemic approach to bias.Draude, Claude; Klumbyte, Goda; Lücking, Phillip; Treusch, Pat. In OIR (Online Information Review), ahead-of-print(ahead-of-print), pp. 16–34. 2019.
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Was wird aus den Innovationen der Datenschutz-Grundverordnung?Geminn, Christian. In ZD-Aktuell, p. 04361. 2019.
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Weck den Herkules in dir – bürger-initiierte Dienstleistungen.Billert, Matthias Simon; Peters, Christoph; Leimeister, Jan Marco; Niering, Peggy; Hartmann, Christina. In Handlungsbroschüre zum Verbundforschungsprojekt Civitas Digitalis - Digitale und Crowd-basierte Dienstleistungssysteme zur Schaffung zukunftsfähiger und lebenswerter Lebensräume 2020. ITeG Technical Reports – Wissenschaftlichen Zentrum für Informationstechnik-Gestaltung (ITeG) an der Universität Kassel, 8, E. Bittner; J. M. Leimeister; H. Krcmar; C. Peters (eds.), pp. 12–39. kassel university press, Kassel, Germany, 2019.
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On the Detection of Mutual Influences and Their Consideration in Reinforcement Learning Processes.Rudolph, Stefan; Tomforde, Sven; Hähner, Jörg. In CoRR, abs/1905.04205. 2019.
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Regulierung von Nudging durch Private im geplanten Medienstaatsvertrag?Schomburg, Sabrina; Reubert, P. In ZD-Aktuell, p. 06877. 2019.
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Ausspioniert im Kinderzimmer? - Gefahren smarter Spielzeuge.Gilga, Carolin. In ZD-Aktuell, p. 06822. 2019.
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Mutual Influence-aware Runtime Learning of Self-adaptation Behavior.Rudolph, Stefan; Tomforde, Sven; Hähner, J. In ACM Transactions on Autonomous and Adaptive Systems, 14(1), pp. 4:1–4:37. ACM, New York, NY, USA, 2019.
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From "Normal to Abnormal" A Concept for Determining Expected Self-Adaptation Behaviour.Tomforde, Sven. In 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W), pp. 126–129. 2019.
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IMPACT: Neues Forschungsprojekt zu sozialen Folgen und rechtlicher Gestaltung der Kommunikation mit künstlichen Sprachassistenten.Geminn, Christian. In ZD-Aktuell, p. 06596. 2019.
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Machines as teammates: A research agenda on AI in team collaboration, Information & Management.Seeber, Isabella; Bittner, Eva; Briggs, Robert O.; De Vreede, Triparna; De Vreede, Gert-Jan; Elkins, Aaron; Maier, Ronald; Merz, Alexander B.; Oeste-Reiß, Sarah; Randrup, Nils; Schwabe, Gerhard; Söllner, Matthias. In Information & Management, 57(2), p. 103174. 2019.
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What if artificial intelligence (AI) machines became teammates rather than tools? This paper reports on an international initiative by 65 collaboration scientists to develop a research agenda for exploring the potential risks and benefits of machines as teammates (MaT). They generated 819 research questions. A subteam of 12 converged them to a research agenda comprising three design areas – Machine artifact, Collaboration, and Institution – and 17 dualities – significant effects with the potential for benefit or harm. The MaT research agenda offers a structure and archetypal research questions to organize early thought and research in this new area of study.
Machines as teammates: A research agenda on AI in team collaboration.Seeber, Isabella; Bittner, Eva; Briggs, Robert O.; de Vreede, Triparna; de Vreede, Gert-Jan; Elkins, Aaron; Maier, Ronald; Merz, Alexander B.; Oeste-Reiß, Sarah; Randrup, Nils; Schwabe, Gerhard; Söllner, Matthias. In Information & Management. 2019.
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What if artificial intelligence (AI) machines became teammates rather than tools? This paper reports on an international initiative by 65 collaboration scientists to develop a research agenda for exploring the potential risks and benefits of machines as teammates (MaT). They generated 819 research questions. A subteam of 12 converged them to a research agenda comprising three design areas – Machine artifact, Collaboration, and Institution – and 17 dualities – significant effects with the potential for benefit or harm. The MaT research agenda offers a structure and archetypal research questions to organize early thought and research in this new area of study.
Intentions of Vulnerable Road Users -- Detection and Forecasting by Means of Machine Learning.Goldhammer, M.; Köhler, S.; Zernetsch, S.; Doll, K.; Sick, B.; Dietmayer, K. In IEEE Transactions on Intelligent Transportation Systems, pp. 1–11. 2019.
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Conquering the Challenge of Continuous Business Model Improvement - Design of a Repeatable Process.Simmert, Benedikt; Ebel, Philipp Alexander; Peters, Christoph; Bittner, Eva Alice Christiane; Leimeister, Jan Marco. In Business & Information Systems Engineering, 61(4), pp. 451–468. 2019.
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In an atmosphere of rapidly changing business environments and intense competition, adequate and timely business models are crucial for companies. Current research mainly focuses on business model development that often neglects the legacy of established companies. The paper at hand addresses this research gap by a process design which allows established companies to rethink, improve, and continually innovate their business models. Following a design science research approach, requirements for improving business models are identified by the analysis of existing literature and by expert interviews. Collaboration Engineering and a multilevel evaluation are applied to create a continuous and implementable process design for business model improvement – including specific activities, instructions, and tools. The process design represents a nascent design theory in form of an “invention” type of knowledge contribution. Moreover, going beyond existing literature, the importance of collaboration between participants in a business model improvement project is highlighted. From a practical perspective, the developed process design enables companies for continuous and recurring business model improvement without the ongoing support of professional moderators or consultants.
Drohender Gnadenstoß für das Privacy Shield?Gilga, Carolin. In ZD-Aktuell, p. 06696. 2019.
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USA: Stand der Modernisierungsbemühungen des Rechtsrahmens zur IT-Sicherheit im Fahrzeug.Geminn, Christian; Müller, Johannes. In ZD-Aktuell, (20), p. 06895. 2019.
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Die Forschungstätigkeit des Arztes im Spannungsfeld der Schweigepflicht.Geminn, Christian. In Recht der Datenverarbeitung (RDV), pp. 116–122. 2019.
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A Pedagogical Perspective on Big Data and Learning Analytics: A Conceptual Model for Digital Learning Support.Seufert, Sabine; Meier, Christoph; Soellner, Matthias; Rietsche, Roman. In Technology, Knowledge and Learning, 24(4), pp. 599–619. 2019.
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The increasing prevalence of learner-centred forms of learning as well as an increase in the number of learners actively participating on a wide range of digital platforms and devices give rise to an ever-increasing stream of learning data. Learning analytics (LA) can enable learners, teachers, and their institutions to better understand and predict learning and performance. However, the pedagogical perspective and matters of learning design have been underrepresented in research thus far. In our paper, we propose a general design framework that includes critical dimensions of LA and assists in creating LA services that support educational practice. On the basis of a two-dimensional framework (individual vs. social, reflection vs. prediction), we then identify four generic approaches to LA aimed at improving learning process and learning outcomes. To demonstrate the application, four use cases are outlined that are based on four previously elaborated generic approaches to LA. Finally, we discuss the validation of the model and close with an outlook on relevant future research.
Ansatz zur Umsetzung von Datenschutz nach der DSGVO im Arbeitsumfeld: Datenschutz durch Nudging.Schomberg, Sabrina; Barev, Torben Jan; Janson, Andreas; Hupfeld, Felix. In Datenschutz und Datensicherheit - DuD, 43(12), pp. 774–780. Springer Fachmedien, Wiesbaden, Germany, 2019.
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Die noch recht neue DSGVO hat einige Änderungen mit sich gebracht, welche sich in der Praxis erst noch bewähren und innovativ umgesetzt werden müssen. Insbesondere das Arbeitsumfeld wird von der fortschreitenden Digitalisierung stark verändert und sieht sich neuen Herausforderungen des Datenschutzes gegenüber. Ein Ansatz, diesen Herausforderungen zu begegnen, könnte die Integration von Privacy Nudges in digitale betriebliche Systeme sein. Ziel von Privacy Nudges ist es dabei, den Entscheidungsprozess in digitalen Entscheidungsumgebungen gezielt zu mehr Schutz von personenbezogenen Daten und Privatheit zu beeinflussen. Diesem Ansatz nähert sich dieser Beitrag interdisziplinär durch Erkenntnisse aus der verhaltensökonomischen, informatischen und der rechtswissenschaftlichen Literatur. Schließlich werden verschiedene Szenarien für den Einsatz von Privacy Nudges in digitalen Arbeitssystemen beschrieben und bewertet.
Innovationen der Datenschutz-Grundverordnung Wer greift die Chancen zu besserem Datenschutz auf?Roßnagel, Alexander. In DuD, (8), pp. 467–472. 2019.
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Pflicht zur Benennung eines Datenschutzbeauftragten.Schomberg, Sabrina; Lurtz, H. In ZD-Aktuell, p. 06732. 2019.
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Collaborative Interactive Learning - A clarification of terms and a differentiation from other research fields.Hanika, Tom; Herde, Marek; Kuhn, Jochen; Leimeister, Jan Marco; Lukowicz, Paul; Oeste-Reiß, Sarah; Schmidt, Albrecht; Sick, Bernhard; Stumme, Gerd; Tomforde, Sven; Zweig, Katharina Anna. In CoRR, abs/1905.07264. 2019.
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Gewährleistung einer unabhängigen Datenschutzaufsicht in Japan – Die Schaffung der Personal Information Protection Commission.Geminn, Christian; Laubach, Anne. In Zeitschrift für Datenschutz, pp. 403–407. 2019.
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Datenschutz-Folgenabschätzung im Zuge der Gesetzgebung – Das Verfahren nach Art. 35 Abs. 10 DS-GVO.Geminn, Christian; Johannes, Paul Christian. In ZD, (10), A. Roßnagel (ed.), pp. 435–440. 2019.
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Kooperation oder Konfrontation? Erste Bußgelder nach DS-GVO.Braun, S. In ZD-Aktuell, (2), p. 06445. 2019.
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2018[ to top ]

Der internationale Siegeszug der größten Katastrophe des 21. Jahrhunderts?Schindler, Stephan; Salzmann, Miriam. In ZD-Aktuell, p. 06293. 2018.
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Collaborative Interactive Learning.Sick, Bernhard; Oeste-Reiß, Sarah; Schmidt, Albrecht; Tomforde, Sven; Zweig, Katharina Anna. In Informatik Spektrum, 41(1), pp. 52–55. 2018.
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Videoüberwachung: Ein Fall für zwei? Die Videoüberwachung im Spannungsfeld von DSGVO und JI-RL.Schindler, Stephan; Schneider, Jana. In Privacy in Germany, pp. 247–252. 2018.
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Videoüberwachung als Verarbeitung besonderer Kategorien personenbezogener Daten. Datenschutzrechtliche Anforderungen beim Erheben von Videodaten.Schindler, Stephan; Schneider, Jana. In Zeitschrift für Datenschutz, pp. 463–469. 2018.
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Polizeiliche Gesichtserkennung in Deutschland.Schindler, Stephan; Salzmann, Miriam. In ZD-Aktuell, p. 06344. 2018.
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„Schutz anonymisierter Daten im japanischen Datenschutzrecht – Kommentierung der neu eingeführten Kategorie der ‚Anonymously Processed Information‘“.Geminn, Christian; Laubach, Anne; Fujiwara, Shizuo. In Zeitschrift für Datenschutz, (9). 2018.
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„Laura Schulte, Vom quantitativen zum qualitativen Datenschutz. Leitbildwandel im Datenschutzrecht, Duncker & Humblot 2018“.Geminn, Christian. In Zeitschrift für Datenschutz, 9(8), L. Schulte (ed.). 2018.
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Das Fachgebiet Gender MINT an der Hochschule Hannover. Lehrangebot für vielfältige Studierendengruppen wahrnehmbar attraktiver gestalten.Bläsing, L. M.; Götschel, H. In Die Ingenieurin, 125(2), pp. 11–14. 2018.
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Dieselfahrverbote und Kennzeichenerkennung.Schindler, Stephan; Kottke, Clara. In ZD-Aktuell, p. 06392. 2018.
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Corrigendum: Thriving on challenge stressors? Exploring time pressure and learning demands as antecedents of thriving at work.Prem, Roman; Ohly, Sandra; Kubicek, Bettina; Korunka, Christian. In Journal of Organizational Behavior, 39, pp. 129–129. 2018.
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Sachsen auf dem Weg zur elektronischen Verwaltung.Nebel, Maxi. (05952), ZD-Aktuell (ed.). 2018.
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How to Manage Crowdsourcing Platforms Effectively?Blohm, Ivo; Zogaj, Shkodran; Bretschneider, Ulrich; Leimeister, Jan Marco. In California Management Review (CMR), 60(2), pp. 122–149. 2018.
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To profit from crowdsourcing, organizations can engage in four different approaches: microtasking, information pooling, broadcast search, and open collaboration. This article presents 21 governance mechanisms that can help organizations manage their crowdsourcing platforms. It investigates the effectiveness of these governance mechanisms in 19 case studies and recommends specific configurations of these mechanisms for each of the four crowdsourcing approaches. Also, it offers guidance to organizations that host a crowdsourcing platform by providing recommendations for implementing governance mechanisms into their platforms and building up governance capabilities for crowdsourcing.
Relevant Attributes in Formal Contexts.Hanika, Tom; Koyda, Maren; Stumme, Gerd. In CoRR, abs/1812.08868. 2018.
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HUMAN+: Deutsch-österreichisches Forschungsprojekt.Gilga, Carolin; Schindler, Stephan. In ZD-Aktuell, p. 06255. 2018.
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Videoüberwachung - quo vadis?Schindler, Stephan; Wentland, Katharina. In ZD-Aktuell, p. 06057. 2018.
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Decentralized decision making in adaptive multi-robot teams.Geihs, Kurt; Witsch, Andreas. In it - Information Technology, 60(4), pp. 239–248. 2018.
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Bedeutung der Netzneutralität für die Industrie 4.0.Lurtz, Helmut; Engel, Friederike. In ZD-Aktuell, p. 05951. 2018.
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Fallstudie zur Roboterunterstützung des Menschen bei manueller Montage.Hegenberg, J.; Schimpf, D. W.; Fischer, N.; Schmidt, L. In Zeitschrift für Arbeitswissenschaft, 72(4), pp. 239–251. 2018.
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Anhand eines Montagearbeitsplatzes der Automobilindustrie wird die Integration eines unterstützenden Roboters betrachtet. Für die praxisnahe Evaluation der Roboterunterstützung wurde im Labor ein Mock-up des Arbeitsplatzes realisiert. Die damit durchgeführte Studie (n = 21) fokussierte sich auf die Steigerung der Effizienz des Arbeitsprozesses durch die technische Unterstützung und die Verringerung der Beanspruchung für den Werker durch Übernahme eines Teils der Materialhandhabung durch den Roboter. Die Effizienzsteigerung und Beanspruchungsreduktion ließen sich statistisch signifikant belegen. Vor dem Hintergrund der Akzeptanz einer solchen Roboterunterstützung wurde auch die Gebrauchstauglichkeit betrachtet und positiv bewertet. Praktische Relevanz. Einerseits finden wissenschaftliche Studien zur Mensch-Roboter-Kollaboration häufig in vereinfachten oder künstlichen Setups bspw. der Handhabung von Bauklötzen oder in VR-Umgebungen statt, andererseits werden vor allem in Großunternehmen Versuchsstände realisiert, die öffentlichkeitswirksam präsentiert werden können, aber häufig eine gewissen Praxisferne aufweisen. Der Aufbau und die Nutzung eines Mock-ups, der sich möglichst nah am realen Montagearbeitsplatz orientiert und ausschließlich kommerziell verfügbare Standardkomponenten nutzt, zur Durchführung wissenschaftlicher Studien anhand tatsächlicher und in der Industrie häufig vorzufindender Arbeitsprozesse stellt hier die hohe praktische Relevanz und die Übertragbarkeit der Ergebnisse sicher.
Conquering the Challenge of Continuous Business Model Improvement Design of a Repeatable Process.Simmert, Benedikt; Ebel, Philipp Alexander; Peters, Christoph; Bittner, Eva Alice Christiane; Leimeister, Jan Marco. In Business & Information Systems Engineering (BISE), 61(4), pp. 451–468. Springer Fachmedien Wiesbaden GmbH, 2018.
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Das Wissen der Netzwerk-Gesellschaft: Noortje Marres erörtert Aufgaben und Probleme einer Digitalen Soziologie [Rezension von Noortje Marres (2017): Digital Sociology: The Reinvention of Social Research.Ochs, Carsten. In Soziopolis. 2018.
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When Thinking about Work Makes Employees Reach for their Devices. A Cross-lagged Panel Diary Study.Heissler, Clara; Ohly, Sandra. In Academy of Management Proceedings, 2018(1). 2018.
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Previous research assumed that work-related ICT use impairs psychological detachment from work. However, since past studies assessed both variables cross-sectionally, little is actually known about the direction of effects in the relationship. This 5-day diary study implemented a cross-lagged panel design to shed light on the relationship between work-related ICT use and detachment (N = 211 employees, N = 2816 data points). Contrary to current research consensus we found that psychological detachment was related to an increase in work- related ICT use, but not vice versa. Furthermore, our results support the notion that unfinished work tasks act as a job stressor preceding both variables. Our findings suggest that work-related ICT use should not be treated as a job stressor but as a strategy employees rely on to cope with a high workload.
30 Jahre provet e.V. und 20 Jahre provet an der Universität Kassel – Forschung und Methoden zur rechtsverträglichen Technikgestaltung und technikadäquaten Rechtsentwicklung.Geminn, C.; Johannes, P. C. In ZD-Aktuell, (18), p. 06346. 2018.
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MOCCAA: A Delta-synchronized and Adaptable Mobile Cloud Computing Framework.Baraki, Harun; Schwarzbach, Corvin; Fax, Malte; Geihs, Kurt. In Proceedings of the 8th International Conference on Cloud Computing and Services Science 2018, SCITEPRESS (ed.), pp. 136–147. 2018.
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Mobile Cloud Computing (MCC) requires an infrastructure that is merging the capabilities of resource-constrained but mobile and context-aware devices with that of immovable but powerful resources in the cloud. Application execution shall be boosted and battery consumption reduced. However, a solution's practicability is only ensured, if the provided tools, environment and framework themselves are performant too and if developers are able to adopt, extend and apply it easily. In this light, we introduce our comprehensive and extendable framework MOCCAA (MObile Cloud Computing AdaptAble) and demonstrate its effectiveness. Its performance gain is mainly achieved through minimized monitoring efforts for resource consumption prediction, scalable and location-aware resource discovery and management, and, in particular, through our graph-based delta synchronization of local and remote object states. This allows us to reduce synchronization costs significantly and improve quality dimensions such as latency and bandwidth consumption.
Novelty detection with CANDIES: a holistic technique based on probabilistic models.Gruhl, Christian; Sick, Bernhard. In Int. J. Machine Learning & Cybernetics, 9(6), pp. 927–945. 2018.
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Das Netzwerkdurchsetzungsgesetz in der Umsetzung. Bilanz nach den ersten Transparenzberichten.Löber, Lena. In Multimedia und Recht, (1), A. Roßnagel (ed.), pp. 71–76. 2018.
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„Was wird aus der Vorratsdatenspeicherung?“.Geminn, Christian. In Neue Juristische Wochenschrift, 34(71), p. 14. 2018.
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Ciphertext-Only Cryptanalysis of Short Hagelin M-209 Ciphertexts.Lasry, George; Kopal, Nils; Wacker, Arno. In Cryptologia. Taylor & Francis, 2018.
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The Hagelin M-209 was a mechanical encryption device used by the U.S. Army during World War 2 (WWII) and the Korean War, as well as by other armies and diplomatic services. The Hagelin M-209 has been the focus of extensive research by codebreaking agencies. Several ciphertext-only attacks have been published, but, those attacks are applicable only to the case of long cryptograms. In this article, the authors present a nested hill-climbing and simulated annealing algorithm for recovering the full key settings from ciphertext only, with ciphertexts as short as 500 letters, compared to a minimum of 750 to 1,250 letters with prior methods. With this method, the authors have solved the last problem of a public Hagelin M-209 challenge contest.
USA: Microsoft erhält breite Unterstützung vor dem US-Supreme Court zur Sicherung des freien Datenverkehrs.Goeble, Thilo; Scheuble, Anne. In ZD-Aktuell, p. 06009. 2018.
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Higher Education and the Opportunities and Challenges of Educational Technology.Strecker, Stefan; Kundisch, Dennis; Lehner, Franz; Leimeister, Jan Marco; Schubert, Petra. In Business & Information Systems Engineering (BISE), 60(2), pp. 181–189. Springer Fachmedien, Wiesbaden, Germany, 2018.
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Erste Ergebnisse des Forschungsprojekts „SANDRA“.Laufs, U; Maucher, J; Miedzianowski, Nadine; Rost, K; Saternus, Z. In ZD-Aktuell, p. 06151. 2018.
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Die Vorkehrungen für die „Abmahnwelle“.Lurtz, Helmut. In ZD-Aktuell, p. 06292. 2018.
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„Brasilien: Neues Datenschutzgesetz“.Laubach, A.; Dräger, M. In ZD-Aktuell, (14), p. 06254. 2018.
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„iPAT 2018 – 1. Interdisziplinärer Workshop des Graduiertenkollegs2050“.Laubach, A. In ZD-Aktuell, (14), p. 06253. 2018.
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欧州の一般データ保護規制の枠組みにおける新しい連邦データ保護法。(dt.: „Das neue Bundesdatenschutzgesetz im Rahmen der Datenschutzgrundverordnung“).Laubach, A. In ZD-Aktuell, (12). 2018.
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Intrinsic dimension of concept lattices.Hanika, Tom; Schneider, Friedrich Martin; Stumme, Gerd. In CoRR, abs/1801.07985. 2018.
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Geometric analysis is a very capable theory to understand the influence of the high dimensionality of the input data in machine learning (ML) and knowledge discovery (KD). With our approach we can assess how far the application of a specific KD/ML-algorithm to a concrete data set is prone to the curse of dimensionality. To this end we extend V.~Pestov's axiomatic approach to the instrinsic dimension of data sets, based on the seminal work by M.~Gromov on concentration phenomena, and provide an adaptable and computationally feasible model for studying observable geometric invariants associated to features that are natural to both the data and the learning procedure. In detail, we investigate data represented by formal contexts and give first theoretical as well as experimental insights into the intrinsic dimension of a concept lattice. Because of the correspondence between formal concepts and maximal cliques in graphs, applications to social network analysis are at hand.
Die europäische Datenschutz-Grundverordnung - Der Anbruch einer neuen Ära.Herfurth, Constantin; Schinder, Stephan; Wagner, Bernd. In Bonner Rechtsjournal, pp. 16–22. 2018.
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Design and Evaluation of a Natural User Interface for Piloting an Unmanned Aerial Vehicle.Herrmann, R.; Schmidt, L. In i-com - Zeitschrift für interaktive und kooperative Medien, 17(1), pp. 15–24. 2018.
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Controlling an unmanned aerial vehicle is challenging and requires an intensive training. One cause is the teleoperation with the conventional input device, the remote control, whose functions are complicate. This paper presents an alternative concept for the teleoperation. Its realization includes a Thalmic Myo gesture control wristlet and a Microsoft HoloLens head-mounted display. These devices are used to implement an augmented reality interface, a tactile feedback and a gesture and speech input. Finally, this implementation has been evaluated with 30 participants and compared with a conventional remote control. The results show that the proposed interface is a good solution but does not reach the performance of the remote control.
Promoting Creativity at Work - Implications for Scientific Creativity.Ohly, Sandra. In European Review, 26(S1), pp. 91–99. 2018.
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Creativity is the generation of novel and useful ideas. Organizations, including universities and other research institutions, need to develop novel and useful products to satisfy constantly evolving customer needs. Furthermore, organizational procedures and processes develop over time, and continuous improvements in processes contribute to organizational efficiency. Thus, the development of novel and useful ideas in relation to products, procedures and services is mandated from many employees in modern organizations, including researchers and scientists. This creativity can take on many different forms, for example unconventional solutions to a wide variety of problems related to research, teaching and administration. Because many of these problems are comparable to that of workers in all kinds of jobs, I believe it is possible to draw on the rich knowledge in the field of organizational creativity to provide some insights into how to foster scientific creativity. The work of researchers and scientists is in many ways comparable to that of knowledge workers in other kinds of organizations: they are high-level employees who apply knowledge to do their work, oftentimes using creative thinking. A rich body of literature has dealt with creativity in these jobs where creativity is a core requirement, and has examined the organizational factors related to creativity. Before I summarize this research and highlight some important research findings concerning the rewards for creativity, the design of jobs, the processes leading to creativity, the organizational climate, and daily work events associated with creativity, I will disentangle different forms of creativity at work and describe a general model of creativity in the context of work.
Verträge als Rechtsgrundlage für Datenverarbeitungen: Werden Einwilligungen bald obsolet?Wagner, Bernd. In ZD-Aktuell, p. 06103. 2018.
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Mit dem Auto nach Karlsruhe: Dashcams und der BGH.Schindler, Stephan. In ZD-Aktuell, p. 06149. 2018.
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Gegenüberstellung – Verfahrensverzeichnisse für Polizei- und Strafverfolgungsbehörden nach BDSG, DS-GVO und JI-Richtlinie.Johannes, P. C. In ZD-Aktuell, (8), p. 06100. 2018.
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Das NetzDG – besser als sein Ruf.Nebel, Maxi. In ZD-aktuell, (7). 2018.
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The New Frontiers of Service Systems Engineering.Böhmann, Tilo; Leimeister, Jan Marco; Möslein, Kathrin. In Business & Information Systems Engineering (BISE), 60(5), pp. 373–375. 2018.
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A Survey of Attention Management Systems in Ubiquitous Computing Environments.Anderson, Christoph; Hübener, Isabel; Seipp, Ann-Kathrin; Ohly, Sandra; David, Klaus; Pejovic, Veljko. In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2(2), pp. 1–27. ACM, New York, NY, USA, 2018.
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Frequent and/or Durable? The Predictive Impact of Initial Face-to-Face Contacts on the Formation and Evolution of Students’ Developmental Peer Network Relationships.Thiele, Lisa; Atzmueller, Martin; Stumme, Gerd; Kauffeld, Simone. In Psychology, 09(04), pp. 633–654. Scientific Research Publishing, Inc, 2018.
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Hosting capacity of low-voltage grids for distributed generation: Classification by means of machine learning techniques.Breker, Sebastian; Rentmeister, Jan; Sick, Bernhard; Braun, Martin. In Appl. Soft Comput., 70, pp. 195–207. 2018.
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Nutzeridentifikation mit mobilen Endgeräten, Datenschutz und Datensicherheit.Braun, S.; Henzler, T.; Berg, A. In DuD, 42(11), pp. 673–679. 2018.
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: Privatheit in der Rechtsprechung des BVerfG.Johannes, P. C. In ZD-Aktuell, (4), p. 06007. 2018.
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Stand der Anpassung der Datenschutzgesetze der Länder an die DS-GVO.Johannes, P. C. In ZD-Aktuell, (10), p. 06148. 2018.
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Privacy by Design und Privay by Default – Regelungen für Polizei- und Strafverfolgungsbehörden im Vergleich zur DS-GVO.Johannes, P. C. In ZD-Aktuell, (16), p. 06291. 2018.
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GeopNu: Zwischenstand des Projekts.Braun, S. In ZD-Aktuell, (16), p. 06294. 2018.
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Nutzerorientierte Anforderungsanalyse für ein adaptiv lernendes Reiseassistenzsystem mit Datenbrillen.Klose, E.; Eis, A.; Hegenberg, J.; Schmidt, L. In Zeitschrift für Arbeitswissenschaft, 72(1), pp. 3–12. 2018.
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Für die Entwicklung eines persönlichen, adaptiv lernenden Reiseassistenzsystems für den öffentlichen Verkehr auf Basis von Augmented Reality wurde in der Anforderungsanalyse ein Mixed-Methods-Ansatz mit Fokusgruppen (n = 40) und einer Online-Befragung (n = 311) gewählt. Die Ergebnisse zeigen, dass ein Großteil der Nutzer sich vorstellen kann, ein Reiseassistenzsystem zu nutzen, viele bei der Verwendung von Datenbrillen und Sprachinteraktion im öffentlichen Raum jedoch Bedenken haben. Als wichtigste Funktionen eines Reiseassistenzsystems werden die Unterstützung im Störungsfall, die Fußgängernavigation sowie die Versorgung mit Informationen zur Reisekette angesehen. Basierend auf den erhobenen Daten wurden Personas und Szenarien entworfen. Diese Werkzeuge ermöglichen es, dass sich die an der Entwicklung beteiligten Personen besser in den zukünftigen Nutzer des Reiseassistenzsystems sowie in den Nutzungskontext hineinversetzen und Gestaltungslösungen aus Nutzersicht beurteilt werden können. Praktische Relevanz: Intermodale Mobilitätsketten sowie die zunehmende Komplexität von Verkehrsknotenpunkten stellen Reisende vor die Herausforderung, unter Zeitdruck herauszufiltern, welche aus der Fülle der zur Verfügung stehenden Informationen für sie in der aktuellen Situation relevant sind. Dieser Beitrag analysiert, welche Informationen Reisende wann benötigen, mit dem Ziel, die Entwicklung von Assistenzsystemen zu unterstützen, die Informationen situations- und nutzergerecht zur Verfügung stellen und so die Beanspruchung beim Reisen reduzieren.
Does the Ability to Choose Matter? On the Relationship between Bring-your-own Behavior and IT Satisfaction.Klesel, Michael; Kampling, Henrik; Bretschneider, Ulrich; Niehaves, Björn. In Communications of the Association for Information Systems, 43(36), pp. 690–710. 2018.
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Employees increasingly complete organizational tasks using privately owned consumer technologies such as private devices (e.g., smartphones) or private Internet accounts (e.g., email accounts). Higher satisfaction constitutes a major reason for this bring-your-own behavior (BYOB). However, little research has theoretically explored and empirically tested this assumption. This study sheds light on this phenomenon by analyzing the effect of BYOB on IT satisfaction. Drawing from social cognitive theory, we propose choice self-efficacy as a new construct that intermediates the relationship between BYOB and IT satisfaction. Building on results from survey data (n = 400), we provide new evidence that BYOB has a positive effect on IT satisfaction whereby choice self-efficacy plays a vital element as it mediates this relationship. Since IT satisfaction shapes how people use technology and how they perform with it, we derive important implications for future research on IT consumerization. Furthermore, we provide several conclusions for practitioners and discuss how to enhance IT satisfaction and choice self-efficacy.
IUNO: Erfolgreicher Abschluss des Referenzprojekts IT Sicherheit in Industrie 4.0.Müller, J. In ZD-Aktuell, (16), p. 06290. 2018.
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Semi-supervised active learning for support vector machines: A novel approach that exploits structure information in data.Calma, A.; Reitmaier, T.; Sick, B. In Information Sciences, 456, pp. 13–33. 2018.
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Überwachung am Arbeitsplatz – Amazon patentiert neues Wearable.Braun, S. In ZD-Aktuell, (4), p. 06008. 2018.
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Datenschutz im Smart Office.Braun, S. In ZD, (2), pp. 71–76. 2018.
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Datenschutz und der Koalitionsvertrag der GroKo.Johannes, P. C. In ZD-Aktuell, (6), p. 06056. 2018.
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Löschen im Internet – rechtlich gefordert und technisch möglich!Kieselmann, Olga; Wacker, Arno. In Datenschutz und Datensicherheit (DuD), 42/7(7/2018), pp. 437–441. 2018.
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Die im Art. 17 der Datenschutz-Grundverordnung (DSGVO) enthaltene Regelungen für das Löschen, insbesondere die Pflicht, Dritte über die Löschanfragen zu informieren, sind mit einem hohen Aufwand für die Verantwortlichen verbunden, sodass sie ohne eine technische Unterstützung in der Praxis nicht umgesetzt werden können. Die zurzeit jedoch fehlenden technischen Lösungen führen zu einer Lücke zwischen den Rechtsvorschriften und den derzeitigen technischen Möglichkeiten, während die DSGVO ab Mai 2018 anzuwenden ist. Um diese Lücke zu schließen, wird im Folgenden zunächst analysiert, welche Möglichkeiten im Allgemeinen bestehen, das Löschen im Internet gemäß Art. 17 technisch umzusetzen. Anschließend wird eine Lösung für die Verteilung der Löschanfragen an die Verantwortlichen vorgestellt, das auf der Kombination der Technik mit dem Gesetz beruht und sowohl den Betroffenen als auch den Verantwortlichen ein Werkzeug zur Unterstützung des Art. 17 zur Verfügung stellt.
Identifying ICT-Related Affective Events Across Life Domains and Examining their Unique Relationships with Employee Recovery.Braukmann, Johanna; Schmitt, Antje; Ďuranová, Lenka; Ohly, Sandra. In Journal of Business and Psychology, 33(4), pp. 529–544. 2018.
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The purpose of this study was to investigate the role of information and communication technology (ICT) use for employees by exploring affective ICT events and their relation to employee recovery. We conducted two daily diary studies with knowledge workers in Germany. In study 1 (N = 153), we followed a qualitative approach by developing a taxonomy of negative and positive ICT events at work and at home. We found 11 negative (e.g., multichannel use, work e-mails in the evening) and 10 positive ICT event clusters (e.g., utilizing idle times, availability at home). In study 2 (N = 154), we examined how the occurrence of ICT-related events in the evening is related to detachment from work and sleep quality using a multilevel design. Study 2 provided a differentiated picture of relationships between evening ICT events and recovery. Overall, results indicate that work-related ICT events in the evening—even in cases where they are appraised as positive—are detrimental for employee recovery. Our study contributes to the refinement of the operationalization of ICT use for future analyses of ICT impacts and sheds light on the differential effects of specific types of ICT events. ICT use conceptualized as the occurrence of affective events helps to advance our understanding of the diversity of ICT-related experiences. The negative effects of handling work e-mails at home imply that organizations should engage in optimizing their “e-mail culture.”
Comparing the Effects of Disturbances in Self-adaptive Systems - A Generalised Approach for the Quantification of Robustness.Tomforde, Sven; Kantert, Jan; Müller-Schloer, Christian; Bödelt, Sebastian; Sick, Bernhard. In Trans. Computational Collective Intelligence, 28, pp. 193–220. 2018.
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Why Incorporating a Platform-Intermediary can Increase Crowdsourcees’ Engagement.Troll, Julia; Blohm, Ivo; Leimeister, Jan Marco. In Business & Information Systems Engineering (BISE), 61(5), pp. 433–450. 2018.
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Disruption der Verantwortlichkeit. Private Nutzer als datenschutzrechtliche Verantwortliche im Internet of Things.Wagner, Bernd. In Zeitschrift für Datenschutz, pp. 307–312. 2018.
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Die DS-GVO in den Startlöchern: Anfangszauber oder Reise ins Ungewisse? Editorial.Roßnagel, Alexander; Hornung, Gerrit. In Multimedia und Recht, pp. 197–198. 2018.
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„Datenschutz-Grundverordnung – eine neue Ära des Datenschutzes?“.Johannes, Paul C.; Geminn, Christian. In ZD-Aktuell, 13(8). 2018.
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Datenschutz in der Forschung.Roßnagel, Alexander. In ZD, 5. 2018.
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Future Work and Enterprise Systems.Vom Brocke, Jan; Maaß, Wolfgang; Buxmann, Peter; Maedche, Alexander; Leimeister, Jan Marco; Pecht, Günter. In Business & Information Systems Engineering (BISE), 60(4), pp. 357–366. Springer Fachmedien, Wiesbaden, Germany, 2018.
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Self-Adaptive Multi-Sensor Activity Recognition Systems Based on Gaussian Mixture Models.Jänicke, Martin; Sick, Bernhard; Tomforde, Sven. In Informatics, 5(3), p. 38. 2018.
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Frequent and/or Durable? The Predictive Impact of Initial Face-to-Face Contacts on the Formation and Evolution of Developmental Peer Network Relationships.Thiele, Lisa; Atzmueller, Martin; Stumme, Gerd; Kauffeld, Simone. In Psychology. 2018.
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„Das Europäische Datenschutzrecht – Zwischen Leuchtturmfunktion und Werteexport?“.Geminn, Christian. In Verwaltungsblatt, Deutsches, (24). 2018.
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Fitness-Tracking als Informationsproblem. Zu den Potenzialen und Herausforderungen rechtlicher Regulierung und pädagogischer Vermittlung.Husemann, Charlotte; Pittroff, Fabian; Schulz, Andreas D. In Datenschutz und Datensicherheit, (11), pp. 694–700. 2018.
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Design principles for a hybrid intelligence decision support system for business model validation.Dellermann, Dominik; Lipusch, Nikolaus; Ebel, Philipp; Leimeister, Jan Marco. In Electronic Markets, 29(3), pp. 423–441. 2018.
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One of the most critical tasks for startups is to validate their business model. Therefore, entrepreneurs try to collect information such as feedback from other actors to assess the validity of their assumptions and make decisions. However, previous work on decisional guidance for business model validation provides no solution for the highly uncertain and complex context of early-stage startups. The purpose of this paper is, thus, to develop design principles for a Hybrid Intelligence decision support system (HI-DSS) that combines the complementary capabilities of human and machine intelligence. We follow a design science research approach to design a prototype artifact and a set of design principles. Our study provides prescriptive knowledge for HI-DSS and contributes to previous work on decision support for business models, the applications of complementary strengths of humans and machines for making decisions, and support systems for extremely uncertain decision-making problems.
Cooperative Starting Movement Detection of Cyclists Using Convolutional Neural Networks and a Boosted Stacking Ensemble.Bieshaar, M.; Zernetsch, S.; Hubert, A.; Sick, B.; Doll, K. In IEEE Transactions on Intelligent Vehicles, 3(4). 2018.
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Transparenzpflichten nach der DS-GVO und dem BDSG.Wagner, Bernd. In ZD-Aktuell, p. 06150. 2018.
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Die Europäisierung des strafverfahrensrechtlichen Datenschutzes. Zum Anwendungsbereich der neuen Datenschutz-Richtlinie für Polizei und Justiz.Hornung, Gerrit; Schindler, Stephan; Schneider, Jana. In Zeitschrift für Internationale Strafrechtsdogmatik, pp. 566–574. 2018.
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„Interdisziplinäre Konferenz des ‚Forum Privatheit‘: Die Fortentwicklung des Datenschutzes“.Bieker, Felix; Geminn, Christian. In ZD-Aktuell, 2. 2018.
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Process is king: Evaluating the performance of technology-mediated learning in vocational software training.Söllner, Matthias; Bitzer, Philipp; Janson, Andreas; Leimeister, Jan Marco. In Journal of Information Technology (JIT), 33(3), pp. 233–253. 2018.
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Technology-mediated learning (TML) is a major trend in education, since it allows to integrate the strengths of traditional- and IT-based learning activities. However, TML providers still struggle in identifying areas for improvement in their TML offerings. One reason for their struggles is inconsistencies in the literature regarding drivers of TML performance. Prior research suggests that these inconsistencies in TML literature might stem from neglecting the importance of considering the process perspective in addition to the input and outcome perspectives. This gap needs to be addressed to better understand the different drivers of the performance of TML scenarios. Filling this gap would further support TML providers with more precise guidance on how to (re-)design their offerings toward their customers’ needs. To achieve our goal, we combine qualitative and quantitative methods to develop and evaluate a holistic model for assessing TML performance. In particular, we consolidate the body of literature, followed by a focus group workshop and a Q-sorting exercise with TML practitioners, and an empirical pre-study to develop and initially test our research model. Afterward, we collect data from 161 participants of TML vocational software trainings and evaluate our holistic model for assessing TML performance. The results provide empirical evidence for the importance of the TML process quality dimension as suggested in prior literature and highlighted by our TML practitioners. Our main theoretical as well as practical contribution is a holistic model that provides comprehensive insights into which constructs and facets shape the performance of TML in vocational software trainings.
6G Vision and Requirements: Is There Any Need for Beyond 5G?David, Klaus; Berndt, Hendrik. In IEEE Vehicular Technology Magazine, 13(3), pp. 72–80. 2018.
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To address the question in the subtitle of this article, we start by discussing earlier mobile communication systems, beginning with the first analog wireless cellular standards, then moving on to second generation (2G) [or Global System for Mobile Communications (GSM)], passing third generation (3G) and fourth generation (4G), and proceeding to fifth generation (5G). First, we present each generation's key achievements in terms of user services, each generation's technologyrelated factors of success (called innovations) as well as its relation to regulation, and each generation's potential deficiencies.
White Paper zu neuartigen Tracking-Methoden.Nebel, Maxi. In ZD-aktuell, (9). 2018.
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Computers, Privacy & Data Protection (CPDP), 24. Januar bis 26. Januar 2018 in Brüssel.Bile, T. In DuD, 42(4), pp. 266–267. 2018.
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Übersetzung, Ungleichzeitigkeit und Konflikt.Kropf, Jonathan. In Österreichische Zeitschrift für Soziologie, 43, pp. 157–178. 2018.
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Big Data und Datenschutz in der Arbeitswelt, Risiken der Digitalisierung und Abhilfemöglichkeiten.Nebel, Maxi. In Zeitschrift für Datenschutz, (11), pp. 520–524. 2018.
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Driving smart home innovation with the gender dimension.Dankwa, Nana Kesewaa. In Feminist Voices in Technology, 1(ISS001), pp. 9–10. 2018.
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Clones in Social Networks.Doerfel, Stephan; Hanika, Tom; Stumme, Gerd. In CoRR, abs/1802.07849. 2018.
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It is well known that any bipartite (social) network can be regarded as a formal context $$(G,M,I)$$. Therefore, such networks give raise to formal concept lattices which can be investigated utilizing the toolset of Formal Concept Analysis (FCA). In particular, the notion of clones in closure systems on $$M$$, i.e., pairwise interchangeable attributes that leave the closure system unchanged, suggests itself naturally as a candidate to be analyzed in the realm of FCA based social network analysis. In this study, we investigate the notion of clones in social networks. After building up some theoretical background for the clone relation in formal contexts we try to find clones in real word data sets. To this end, we provide an experimental evaluation on nine mostly well known social networks and provide some first insights on the impact of clones. We conclude our work by nourishing the understanding of clones by generalizing those to permutations of higher order.
„Wissenschaftliche Forschung und Datenschutz – Neuerungen durch die Datenschutz-Grundverordnung“.Geminn, Christian. In Datenschutz und Datensicherheit, (10). 2018.
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Mitlauschen bei den lieben Kleinen: Kindeswohl oder Kindesgefährdung? Editorial.Hornung, Gerrit. In Verbraucher und Recht, pp. 41–42. 2018.
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2017[ to top ]

ePrivacy-VO – alle Risiken der elektronischen Kommunikation gebannt? Entwurf ohne datenschutzrechtliche Regelungen für P2P-Kommunikationsdienste.Maier, Natalie; Schaller, Fabian. In Zeitschrift für Datenschutz, 7(8), pp. 373–377. 2017.
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Plattform-Loyalität in der Cloud.Dellermann, Dominik; Jud, Christopher; Reck, Fabian. In HMD Praxis der Wirtschaftsinformatik. Springer Fachmedien Wiesbaden, 2017.
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Going East: A Framework for Reverse Innovation in SMEs.Dellermann, Dominik. In Journal of Business Strategy. 2017.
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Lost Energy? Managing Co-Innovation Risk of Digital Business Models.Dellermann, Dominik; Fliaster, Alexander; Kolloch, Michael. In Journal of Business Strategy. 2017.
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Optimization of Non-functional Properties in Internet of Things Applications.Nguyen, Xuan Thang; Tran, Huu Tam; Baraki, Harun; Geihs, Kurt. In Journal of Network and Computer Applications. Elsevier, 2017.
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Demokratische Privacy by Design: Kriterien soziotechnischer Gestaltung von Privatheit.Ochs, Carsten. In Forschungsjournal Soziale Bewegungen, 30(2), pp. 189–199. 2017.
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Unsicheres Fahrwasser? - DSGVO: Praxistipps für Start-ups.Marschall, Kevin; Blazy, Stephan. In Datenschutz PRAXIS, (5), pp. 8–11. 2017.
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Der Beschäftigtendatenschutz nach der Datenschutz-Grundverordnung - Getrennte Regelungen für den öffentlichen und nicht öffentlichen Bereich.Maier, Natalie. In Datenschutz und Datensicherheit, 41(3), pp. 169–174. 2017.
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Die Fortentwicklung des Datenschutzes – Jahreskonferenz des Forum Privatheit.Nebel, M.; Bile, T. In ZD-Aktuell, (7), p. 05798. 2017.
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Forschungsprojekt: „Always Online? – ein neues Kommunikationsparadigma für die Kommunikationsgesellschaft (Social Link)“.Maier, Natalie; Ossoinig, Verena. In ZD-Aktuell, (21). 2017.
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IUNO: Nationales Referenzprojekt IT-Sicherheit in Industrie 4.0.Müller, J. In ZD-Aktuell, (5), p. 05531. 2017.
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Rechnende Räume: Zur informationellen Transformation räumlicher Privatheiten.Ochs, Carsten. In Zeitschrift für Theoretische Soziologie, Sonderausgabe „Raum&Zeit“, A. Henkel; H. Laux; R. Schützeichel (eds.). 2017.
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Das Tauziehen um die Ausgestaltung der ePrivacy-Verordnung.Lurtz, Helmut. In ZD-Aktuell, (05707). 2017.
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DORIAN: Forschungsprojekt wird Desinformation im Internet aufdecken und bekämpfen.Löber, L. I. In ZD-Aktuell, (17), p. 05795. 2017.
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„ヨーロッパデータ保護一般規則 : EUにおける新たなデータ保護の規律の客観的考察“ (dt.: Die Europäische Datenschutz-Grundverordnung – Eine kritische Betrachtung der neuen Datenschutzregeln in der Europäischen Union).Geminn, C. In 自治研究 (Jichi kenkyū, Forschung zur Selbstverwaltung), (3), pp. 3–23. 2017.
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Challenges for Big and Smart Data in Process Industries.Folmer, Jens; Kirchen, Iris; Trunzer, Emanuel; Vogel-Heuser, Birgit; Pötter, Thorsten; Graube, Markus; Heinze, Sebastian; Urbas, Leon; Atzmueller, Martin; Arnu, David. In atp edition, 01-02. 2017.
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S@NDRA: Neues Forschungsprojekt zur ständigen Erreichbarkeit in der digitalisierten Arbeitswelt.Miedzianowski, Nadine. In ZD-Aktuell. 2017.
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Design Recommendations for Tactons in Touch Screen Interaction.Stein, T.; Seeger, M.; Borys, B.-B.; Schmidt, L. In IADIS International Journal on WWW/Internet, 15(2), pp. 62–77. 2017.
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Tactons are structured tactile messages and used to transmit information to users via the tactile sense. In recent studies, tactons were tested under various conditions and their benefits were demonstrated, while tactons were mostly applied on a non-interacting part of participants’ body. In future applications, e. g. in touch screen interaction, the device itself will probably generate the tactile feedback providing it to the user’s interacting finger. Therefore, common parameters (i. e., frequency, amplitude, rhythm, roughness, waveform, and duration) in such a setting were examined and tested for discriminability in order to derive guidelines for tacton design in touch screen interaction. 51 participants took part in the experiment, which consisted of 98 randomized tasks. In each task, participants were presented two vibration signals via a touch screen and had to decide, whether signals were identical or different. 87 tasks comprised a comparison between different signals, while only one parameter was altered in a single comparison, and 11 control pair signals were identical. The overall recognition rate was 0.69 ± 0.15 but various combinations showed recognition rates above 90%. It became clear that some parameters are more suitable in tacton design than others. Frequency and roughness achieved the best results, involving all paired comparisons which were correctly distinguished by each participant. Distinguishable levels of parameters and design recommendations were derived from the experiment, and considerations about future tacton design are presented.
Managing disruptive innovation through service systems - Crowdlending in the banking industry.Blohm, Ivo; Haas, Philipp; Peters, Christoph; Jakob, Thomas; Leimeister, Jan Marco. In Case Center, 317-0281-1. 2017.
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The Internet has affected and partially radically changed the business models of traditional industries. Crowdfunding as a new concept of funding over the Internet by a large crowd has especially gained maturity. Crowdfunding offerings range from funding charitable projects or innovative gadgets to a funding alternative for start-ups or small businesses. Therefore, crowdfunding represents an innovative way to provide liquidity for illiquid markets. With regard to the banking crisis and the growing skepticism toward banks, crowdfunding is seen as a more transparent, democratic, and entertaining way of funding, which makes it highly attractive for banks. A senior innovation manager of The Bank of Switzerland (TBOS), one of Switzerland's largest and most traditional banks, recognized the disruptive and beneficial potential of crowdlending. By facing strong resentments, he developed the idea of TBOS engaging in crowdlending by collaborating with a start-up by bundling competencies in a service system.
AnEkA: Neues Forschungsprojekt zur rechtsverträglichen Gestaltung kontextsensitiver Applikationen.Thies, Laura. In ZD-Aktuell. 2017.
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Not Just An Ego Trip: Exploring Backers’ Motivation for Funding in Incentive-Based Crowdfunding.Bretschneider, Ulrich; Leimeister, Jan Marco. In Journal of Strategic Information Systems (JSIS), 26(4), pp. 246–260. 2017.
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Incentive-based forms of crowdfunding – such as reward-, equity- and lending-based crowdfunding – are becoming increasingly popular. However, research that studies backers’ motivations for funding in these environments is still in an embryonic state, revealing an inconsistent and narrow picture. The few existing studies are largely guided by the idea that backers are mainly egoistically motivated and do not have prosocial motives. We developed a research model that describes backers’ motivation and conducted an empirical study to examine this model. Results indicate that backers indeed have several self-interest motivations for funding: prospect of a reward; expectation of recognition from others; to lobby a certain project in the hopes of its fruition; and to develop their image. However, some backers are also prosocially motivated in that they develop feelings of liking for a certain venture and/or project team. Furthermore, we found evidence that herding has a significant moderating effect on backers’ reward motivation. Strategic IS researchers as well as crowdfunding practitioners can draw on our findings to systematically design, implement, and evaluate potential incentive systems that respond to reward-, recognition-, lobbying-, image- and liking-motives and thereby attract the crowd more effectively to invest in ventures presented on incentive-based crowdfunding systems.
GeopNu: Neues Forschungsprojekt zur Nutzeridentifikation im Gebäudebetrieb.Braun, S. In ZD-Aktuell, (5), p. 05529. 2017.
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Keep them alive! Design and Evaluation of the "Community Fostering Reference Model".Bretschneider, Ulrich; Hartmann, Marco; Leimeister, Jan Marco. In Business Information System & Engineering (BISE), 60(6), pp. 493–511. 2017.
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Firms host online communities for commercial purposes, for example in order to integrate customers into ideation for new product development. The success of these firm-hosted online communities depends entirely on the cooperation of a high number of customers that constantly produce valuable knowledge for firms. However, in practice, the majority of successfully implemented communities suffers from stagnation and even a decrease of member activities over time. Literature provides numerous guidelines on how to build and launch these online communities. While these models describe the initial steps of acquiring and activating a community base from scratch very well and explicitly, they neglect continuous member activation and acquistion after a successful launch. Against this background, the authors propose the Community Fostering Reference Model (CoFoRM), which represents a set of general procedures and instruments to continuously foster member activity. In this paper, the authors present the theory-driven design as well as the evaluation of the CoFoRM in a practical use setting. The evaluation results reveal that the CoFoRM represents a valuable instrument in the daily working routine of community managers, since it efficiently helps activating community members especially in the late phases of a community’s lifecycle.
Freie Fahrt für das Auto der Zukunft? Kritische Analyse des Gesetzentwurfs zum hoch- und vollautomatisierten Fahren.Wagner, Bernd; Goeble, Thilo. In Zeitschrift für Datenschutz, pp. 263–269. 2017.
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Auf dem Weg zu einer Informatik neuer Prägung in Wissenschaft, Studium und Wirtschaft.Brenner, Walter; Broy, Manfred; Leimeister, Jan Marco. In Informatik-Spektrum, 40(6), pp. 602–606. 2017.
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From customers for customers: Crowd services as an extension of the digital customer experience.Mrass, Volkmar; Peters, Christoph; Leimeister, Jan Marco. In HMD Praxis der Wirtschaftsinformatik, 54(5), pp. 821–837. 2017.
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The “Platform Economy” is currently changing the way how work is performed. Particularly, crowdworking platforms have gained momentum during the last years. By now, they can be used by companies for a wide range of activities along their value chain. One example is the customer support that increasingly gains importance given the more and more complex end products. Based on the crowdworking platform Mila and its client and 51-percent owner Swisscom AG, we demonstrate how companies that use the crowd extend their digital interface to the customer and expand their services, generating an added value for all those involved. With its innovative approach, the crowdworking platform Mila connects the paradigm of the crowd, particularly the utilization of a variety of providers, with the principles of the On Demand- and Sharing Economy, primarily the inclusion of the customers as service “producers”. Similarly to well-known platform-based examples of the Sharing Economy such as Airbnb and Uber, the initiation of work and the customer interface is shaped in a digital way, though the work itself is then usually performed directly on site at the customer’s. Based on in-depth expert interviews with those responsible of Mila and Swisscom, we analyze this new kind of work system including the interplay of all participants. Subsequently, we show advantages and disadvantages of using crowd services and derive concrete recommendations of action for companies for the design of the digital customer interface.
Von Kunden für Kunden: Crowd Services als Erweiterung der Digital Customer Experience.Mrass, Volkmar; Peters, Christoph; Leimeister, Jan Marco. In HMD Praxis der Wirtschaftsinformatik, 54(5), pp. 821–837. Springer Fachmedien, Wiesbaden, Germany, 2017.
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Die „Plattform-Ökonomie“ verändert gegenwärtig die Art und Weise, wie Arbeit erbracht wird. Insbesondere Crowdworking-Plattformen haben in den letzten Jahren starken Zulauf erfahren und können von Unternehmen mittlerweile für eine Vielzahl von Tätigkeiten entlang ihrer Wertschöpfungskette genutzt werden. Ein Beispiel ist der Kundensupport, dem angesichts immer komplexerer Endprodukte große Bedeutung zukommt. Anhand der Crowdworking-Plattform Mila und ihres Kunden und 51-prozentigen Eigentümers Swisscom AG wird in diesem Beitrag aufgezeigt, wie Unternehmen die Crowd zur Erweiterung ihrer digitalen Schnittstelle zum Kunden einsetzen, ihren Service ausbauen und damit Mehrwert für alle Beteiligten generieren können. Die Crowdworking-Plattform Mila verbindet in einem neuartigen Ansatz das Paradigma der Crowd, insbesondere die Nutzung einer Vielzahl von Leistungserbringern, mit den Prinzipien der On-Demand und Sharing-Economy, vor allem dem Einbezug der Kunden als Produzenten von Dienstleistungen. Ähnlich wie bei prominenten plattformbasierten Beispielen der Sharing Economy wie Airbnb und Uber erfolgt auch hier die Anbahnung der Arbeit sowie die Schnittstelle zum Kunden auf digitalem Wege, während die Arbeit selbst meist direkt vor Ort beim Kunden erbracht wird. Basierend auf Experten-Tiefen-Interviews mit Verantwortlichen von Mila und Swisscom und weiteren Quellen analysieren wir in diesem Beitrag dieses neuartige Arbeitssystem inklusive des Zusammenspiels aller Beteiligten. Im Anschluss daran zeigen wir Vor- und Nachteile der Nutzung von Crowd Services auf und leiten konkrete Handlungsempfehlungen für Unternehmen für die Gestaltung der digitalen Schnittstelle zum Kunden ab.
Combining Aspects of Genetic Algorithms with Weighted Recommender Hybridization.Mueller, J. 2017.
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Spielende Kompetenzmessung im Projekt StaySmart.Söllner, Matthias; Oeste-Reiß, Sarah; Schöbel, Sofia. In Praeview - Zeitschrift für innovative Arbeitsgestaltung und Prävention, (1), pp. 18–19. 2017.
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WP Datenschutz-Folgenabschätzung – mehr Rechtssicherheit durch die Art. 29-Datenschutzgruppe.Wagner, Bernd; Scheuble, Anne. In ZD-Aktuell, (05664). 2017.
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Forschungsdatenmanagement in der Rechtswissenschaft – Eine Betrachtung von außen nach innen.Johannes, Paul Christopher. In Die öffentliche Verwaltung, 21(70), pp. 899–906. 2017.
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Collaborative Interactive Learning (Aktuelles Schlagwort).Sick, Bernhard; Oeste-Reiß, Sarah; Schmidt, Albrecht; Tomforde, Sven; Zweig, Katharina Anna. In Informatik Spektrum, 41(1). Springer, 2017.
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Kritische Überlegungen zur Einführung „verbesserter“ Videoüberwachung.Weinhold, Robert. In ZD-Aktuell, p. 6. 2017.
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Der BDSG-Entwurf und das Mysterium der „23“.Johannes, P. C. In ZD-Aktuell, (5), p. 05533. 2017.
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Individual Appropriation of Learning Management Systems—Antecedents and Consequences.Janson, Andreas; Söllner, Matthias; Leimeister, Jan Marco. In AIS Transactions on Human-Computer Interaction, 9(3), pp. 173–201. 2017.
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IT support in the learning process constitutes a key factor for the success of innovative teaching/learning scenarios. To ensure learning success in innovative teaching/learning scenarios, learners need to faithfully apply learning management systems (LMS). However, we lack theoretical insights into which factors affect whether they do so. To help solve this issue, we first used adaptive structuration theory to identify antecedents and consequences regarding faithful LMS appropriation and embed them into a theoretical model. Second, we conducted a survey study with 173 participants to evaluate the model. The results show that the perceived IT support, interactivity, and the tasktechnology fit significantly affect the degree to which learners faithfully apply a LMS. Moreover, the results indicate that faithful appropriation is a significant indicator of the learning process satisfaction as well as perceived learning success. The present paper thus theoretically contributes to the scientific discussion concerning technology
RL 2014/53/EU und deren Umsetzung im geplanten Funkanlagengesetz.Schaller, Fabian. In ZD-Aktuell, (1). 2017.
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Feldtest der „smarter-App“.Schaller, Fabian. In ZD-Aktuell, (17). 2017.
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EU: Die geplante Kodex-RL: Bündelung und Überarbeitung des bisherigen tk-rechtlichen Regelungsregimes.Schaller, Fabian. In ZD-Aktuell, (9). 2017.
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RL zum Datenschutz für Polizei und Justiz – Überblick und Umsetzung.Weinhold, Robert. In ZD-Aktuell, (05451). 2017.
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Digital Innovation in the Energy Industry: The Impact of Controversies on the Evolution of Innovation Ecosystems.Kolloch, Michael; Dellermann, Dominik. In Technological Forecasting & Social Change. 2017.
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Radar: Neues Sicherheitssystem soll Gefährder bewerten.Johannes, P. C. In ZD-Aktuell, (3), p. 05491. 2017.
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Das biometrische Auge der Polizei. Rechtsfragen des Einsatzes von Videoüberwachung mit biometrischer Gesichtserkennung.Hornung, Gerrit; Schindler, Stephan. In Zeitschrift für Datenschutz, pp. 203–209. 2017.
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Simulating Cheated Results Acceptance Rates for Gossip-Based Volunteer Computing.Kopal, Nils; Heck, Henner; Wacker, Arno. In International Journal of Mobile Network Design and Innovation, 7(1), pp. 56–67. Inderscience Publishers (IEL), 2017.
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DREI: Forschungsprojekt zur datenschutzkonformen Erkennung von Innentätern durch Softwaresysteme.Benner-Tischler, Anja. In ZD-Aktuell, (05556). 2017.
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Die Auswirkungen der europäischen Datenschutzreform auf die Markt- und Meinungsforschung.Hornung, Gerrit; Hofmann, Kai. In Zeitschrift für Datenschutz, 4, pp. 1–16. 2017.
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Risikoadäquate Regelungen für das Internet der Dienste und Dinge?Geminn, Christian Ludwig. In Datenschutz und Datensicherheit, 41(5), pp. 295–299. 2017.
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Forum Privatheit und selbstbestimmtes Leben in einer Digitalen Welt - Phase II.Bile, T.; Grigorjew, O. In ZD-Aktuell, (7), p. 05557. 2017.
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Die Gegenüberstellung – Der Datenschutzbeauftragte nach DS-GVO, JI-Richtlinie und zukünftigem BDSG.Johannes, P. C. In ZD-Aktuell, (17), p. 05794. 2017.
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Rechtsfragen eines Smart Data-Austauschs – Datengetriebene Kooperation in der Industrie.Roßnagel, A. In Neue juristische Wochenschrift, 70, pp. 10–15. 2017.
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Persönlichkeitsrechtliche Grenzen des presserechtlichen Auskunftsanspruchs. Normative Unterschiede, interpretatorische Einebnungen und Reformbedarf.Hornung, Gerrit. In AfP - Zeitschrift für Medien- und Kommunikationsrecht, pp. 390–396. 2017.
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Entwurf einer E-Privacy-Verordnung – Licht und Schatten.Roßnagel, Alexander. In Zeitschrift für Rechtspolitik, p. 33. 2017.
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Entwurf eines neuen Bundesdatenschutzgesetzes.Roßnagel, Alexander. In Datenschutz und Datensicherheit, 41(5), pp. 269 – 270. 2017.
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- Atomausstieg ist verfassungsgemäß – Zur Steuerung von Hochrisikotechnologien in einer demokratischen Gesellschaft.Roßnagel, Alexander; Hentschel, Anja; Emanuel, Florian. In Umwelt- und Planungsrecht (UPR), pp. 128 – 133. 2017.
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AUDITOR: Neues Forschungsprojekt zur Datenschutz-Zertifizierung von Cloud-Diensten nach der DS-GVO.Roßnagel, Alexander; Sunyaev, Ali; Batman, Ayse; Maier, Natalie; Lins, Sebastian; Teigeler, Heiner. In ZD-Aktuell, (21). 2017.
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Datenschutzgesetzgebung für öffentliche Interessen und den Beschäftigungskontext – Chancen für risikoadäquate Datenschutzregelungen?Roßnagel, Alexander. In Datenschutz und Datensicherheit, 41(5), pp. 290 – 294. 2017.
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Dynamische IP-Adresse ist personenbezogenes Datum – Folgen der Entscheidung für die Rechtsanwendung.Weinhold, Robert. In Zeitschrift für Datenschutz, (Heft 01), p. XI-XIII. 2017.
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Gesetzgebung im Rahmen der Datenschutz-Grundverordnung – Aufgaben und Spielräume des deutschen Gesetzgebers?Roßnagel, Alexander. In Datenschutz und Datensicherheit, 41(5), pp. 277 – 281. 2017.
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Unterschiede in der Datenschutz-Folgenabschätzung für Polizei und Strafverfolgungsbehörden nach europäischem und deutschem Recht.Johannes, P. C. In ZD-Aktuell, (19), p. 05852. 2017.
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Vorratsdatenspeicherung rechtlich vor dem Aus?Roßnagel, A. In Neue juristische Wochenschrift, pp. 696–698. 2017.
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Bundesrat stimmt neuem BDSG zu.Johannes, P. C. In ZD-Aktuell, (9), p. 05626. 2017.
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Bundestag: Gesetz zum Abbau der Schriftform im Verwaltungsrecht des Bundes beschlossen.Johannes, P. C. In ZD-Aktuell, (3), p. 05489. 2017.
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Einführung zu TeleMediaR - Telekommunikations- und Multimediarecht, dtv-Textsammlung.Roßnagel, Alexander. 2017.
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LiDaKrA: BKA und LKA Hessen testen neues Internet-Analysetool.Johannes, P. C. In ZD-Aktuell, (12), p. 05663. 2017.
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Die Gegenüberstellung – Allgemeine Grundsätze der Datenverarbeitung nach neuem BDSG, DS-GVO und JI-Richtlinie.Johannes, P. C. In ZD-Aktuell, (15), p. 05757. 2017.
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Gegenüberstellung – Der Datenschutzbeauftragte nach DS-GVO, JI-Richtlinie und zukünftigem BDSG.Johannes, P. C. In ZD, (12), pp. 8–12. 2017.
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Muskat: Projekt zur verbesserten Videoüberwachung abgeschlossen.Johannes, P. C. In ZD-Aktuell, (21), p. 05898. 2017.
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Datenschutz und Datensicherheit – Bedeutung für die Arbeitswelt im Zeichen von ‚Big Data‘.Richter, Dr. Philipp; Müller, MLE. In Sicherheitswissenschaftliches Kolloquium 2015- 2016 (Band 12), 12, R. Pieper; K.-H. Lang (eds.), pp. 17–37. ASER Eigenverlag, Wuppertal, 2017.
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Datenschutz, Datensicherheit und IT-Sicherheit in der Arbeitswelt im Zeichen von Industrie 4.0 und Big Data.Richter, Philipp; Müller, Johannes. In sicher ist sicher, 68(9,10,11), pp. 367–372, 446. 2017.
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Der Wert der Musik: Aushandlungsdynamiken in der digitalisierten Musikwirtschaft.Kropf, Jonathan. In kommunikation@gesellschaft, 18(8). 2017.
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Arbeitszufriedenheit und Energie.Ohly, Sandra. In Organisationsberatung, Supervision, Coaching, 24(2), pp. 195–204. 2017.
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Der vorliegende Artikel argumentiert, dass ein Fokus auf Energie als hoch aktivierter affektiver Zustand neue Möglichkeiten eröffnet, Wohlbefinden bei der Arbeit und Arbeitsleistung zu fördern. Dazu werden exemplarische Forschungsarbeiten dargestellt und diskutiert, etwa zu affektiven Arbeitsereignissen, Erholung und zu Merkmalen von Arbeitsaufgaben. Diese zeigen verschiedene Ansatzpunkte zur Förderung von Energie auf. Die praktischen Implikationen dieser Forschung werden dargelegt.
Kompetenzvermittlung in teilnehmerstarken Lehrveranstaltungen unter Verwendung von formativem Peer Assessment.Lehmann, Katja; Leimeister, Jan Marco. In Neues Handbuch Hochschullehre, D. B. Berendt; D. A. Fleischmann; P. D. N. Schaper; D. B. Szczyrba; P. D. D. h.c. J. Wildt (eds.). DUZ Verlags- und Medienhaus GmbH, Berlin, 2017.
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Dieser Beitrag zeigt, wie Studierende mit Hilfe von Peer Assessment auch in teilnehmerstarken Lehrveranstaltungen konkretes Feedback zu ihrem individuellen Lernstand bekommen können. Am Beispiel einer Grundlagenvorlesung im Fach Wirtschaftsinformatik erklären wir den Einsatz von Peer Assessment mit Hilfe der Lernplattform „Moodle“ und zeigen auf, wie es uns gelungen ist, damit in einer Massenvorlesung Interaktion und Kompetenzerwerb zu fördern. Darüber hinaus geben wir, basierend auf den Rückmeldungen der Studierenden und unseren eigenen Erfahrungen, Empfehlungen für die praktische Umsetzung.
Nudging in der DS-GVO und die Wirkung von Privacy by Default.Herfurth, Constantin; Benner-Tischler, Anja. In ZD-Aktuell, 21(05901). 2017.
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Leveraging the Power of the Crowd for Software Testing.Leicht, Niklas; Blohm, Ivo; Leimeister, Jan Marco. In IEEE Software, 34(2), pp. 62–69. 2017.
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The rapid development of new IT-enabled business models, a fast-growing hardware market, and that market's segmentation are making software testing more complex. So, manual testing is becoming less applicable--economically and practicably. One approach to overcome these issues is crowdtesting--using crowdsourcing to perform testing. To profit from crowdtesting, companies can use three approaches: engage an external crowd of Internet users, engage their employees, or engage their customers. Three case studies illustrate these approaches' differences, benefits, and challenges, and the potential solutions to those challenges. Researchers' experiences with these approaches have led to guidelines that can help software development executives establish crowdtesting in their organizations. The Web Extra at extras.computer.org/extra/mso2017020062s1.pdf describes the procedure for the case studies. This article is part of a special issue on Crowdsourcing for Software Engineering.
Verfassungsbeschwerde gegen Straftatbestand der Datenhehlerei (§ 202d StGB).Herfurth, Constantin. In ZD-Aktuell, (05490). 2017.
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Developing Students’ Creative Self-Efficacy Based on Design-Thinking: Evaluation of an Elective University Course.Ohly, Sandra; Plückthun, Laura; Kissel, Dorothea. In Psychology Learning & Teaching, 16(1), pp. 125–132. 2017.
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The development of novel and useful ideas is a process that can be described in multiple steps, including information gathering, generating ideas and evaluating ideas. We evaluated a university course that was developed based on design thinking principles which employ similar steps. Our results show that the course was not effective in enhancing students' creative self-efficacy, the belief that they are able to generate novel and useful ideas. Comparison to previous training approaches lead to conclusions on how to improve the course, and to implications for future research.
FC Bayern München Goes Social - The Value of Social Media for Professional Sports Clubs.Wulf, Jochen; Söllner, Matthias; Leimeister, Jan Marco; Brenner, Walter. In Journal of Information Technology Teaching Cases (JITTC), 7(2), pp. 51–61. 2017.
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In 2010, FC Bayern München (FCB), one of the world's most successful football clubs, had just finished a successful season from a commercial perspective as well as on the field. With regard to its digital service portfolio, FCB had successfully established its digital content distribution and an e-commerce platform. However, the club seemed to have missed one major trend: the rise of social media. European competitors were already attracting large crowds on Facebook. The management was unsure about how social media would contribute to the digital strategy. In this teaching case, students need to prepare materials for a board meeting in June 2010, in which the digital road map for the upcoming season has to be decided upon. Furthermore, they are supposed to reflect on FCB's evolution from today's perspective. This teaching case helps understand how value can be generated through the use of social media. Additionally, it illustrates how social media enriches content distribution and how it contributes to fan loyalty.
The power of routinized task behavior for energy at work.Ohly, Sandra; Göritz, Anja S.; Schmitt, Antje. In Journal of Vocational Behavior, 103, pp. 132–142. 2017.
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According to conservation of resources model and control theory, routinized task behavior that develops through repeated execution under stable circumstances helps employees to deal with demanding aspects of their jobs. In two studies, we investigated whether routinized task behavior predicts momentary levels of energy. In the first study, 328 employees rated their level of routinization of five work tasks and subsequently provided information on their daily working on these tasks and energy twice a day on five consecutive workdays. Multilevel analyses reveal that employees experience higher levels of energy after they were working on a highly routinized task. In the second study, 32 employees provided ratings of their current routinized task behavior and energy three times a day for three consecutive workdays (in total 285 data points). Routinized task behavior at one point in time predicted energy at the next point in time when controlling for initial levels of energy. These results indicate that routinized task behavior is an effective way of managing energy at work, and that a microanalysis of task behaviors offers valuable insights.
Buchbesprechung: Peter Schantz / Heinrich Amadeus Wolff, Das neue Datenschutzrecht. Datenschutz-Grundverordnung und Bundesdatenschutzgesetz in der Praxis.Herfurth, Constantin. In ZD-Aktuell, (04268). 2017.
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Privilegierte Verarbeitung im BDSG-E – Regeln für Archivierung, Forschung und Statistik.Johannes, Paul Christopher; Richter, Philipp. In Datenschutz und Datensicherheit, 41(5), pp. 300 – 305. 2017.
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„Intelligente Videoüberwachung“ in Baden-Württemberg.Schneider, Jana; Schindler, Stephan. In ZD-Aktuell, (05902). 2017.
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FLORIDA: Forschungsprojekt zur Auswertung von Videomassendaten im Kontext der Terrorismusbekämpfung.Schneider, Jana; Schindler, Stephan. In ZD-Aktuell, (05530). 2017.
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E-Privacy-Verordnung: Wie geht es weiter?Blazy, Stephan. 2017.
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Die vertrauenswürdige Verteilung von Verschlüsselungsschlüsseln als Hemmschuh der E-Mail-Verschlüsselung – ein Lösungsansatz.Blazy, Stephan; Gonscherowski, Susan; Kunz, T.; Selzer, Annika; Waldmann, U. In BvD-News, (3), pp. 72–75. 2017.
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Forum Privatheit und selbstbestimmtes Leben in der Digitalen Welt.Grigorjew, O.; Nebel, M. In ZD-Aktuell, (5), p. 05532. 2017.
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Änderung des TMG: Gelungene Nachbesserung für einen rechtssicheren offenen WLAN-Betrieb?Grigorjew, O.; Bile, T. In ZD-Aktuell, (9), p. 05621. 2017.
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Änderung des TMG: Gelungene Nachbesserung für einen rechtssicheren offenen WLAN-Betrieb?Grigorjew, Dr. Olga; Bile, Tamer. In ZD-Aktuell, Heft 9(05621). 2017.
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„Dieselgipfel“ und die datenschutzrechtlichen Fragestellungen.Goeble, Thilo; Kottke, Clara. In ZD-Aktuell, 15(05759). 2017.
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Integration von Geschäftsmodellen-Implikationen für Theorie und Praxis.Schuster, Florian; Dellermann, Dominik; Popp, Karl Michael. In M&A Review, 10/2017(28), pp. 343–349. 2017.
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Codes of Conduct im Konzern? Verhaltensregeln von Unternehmensgruppen nach Art. 40 DS-GVO.Herfurth, Constantin; Engel, Friederike. In Zeitschrift für Datenschutz, pp. 367–372. 2017.
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Chancen und Risiken des Einsatzes digitaler Bildforensik. Aufdeckung und Beweisbarkeit von Versicherungsbetrug aus rechtlicher, technischer und psychologischer Sicht.Herfurth, Constantin. In Multimedia und Recht, pp. 152–157. 2017.
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‘‘Openness’’ with and without Information Technology: a framework and a brief history.Schlagwein, Daniel; Conboy, Kieran; Feller, Joseph; Leimeister, Jan Marco; Morgan, Lorraine. In Journal of Information Technology (JIT), 32(4), pp. 297–305. Palgrave Macmillan UK, 2017.
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Over the past two decades, openness (e.g. ‘open’ innovation, ‘open’ education and ‘open’ strategy) has been of increasing interest for researchers and of increasing relevance to practitioners. Openness is often deeply embedded in information technology (IT) and can be both a driver for and a result of innovative IT. To clarify the concept of “openness”, we provide an overview of the scope of cross-disciplinary research on openness. Based on this overview, we develop a framework of openness, which proposes a higher-order concept of “openness” characterised by transparency, access, participation and democracy. The framework further distinguishes open resources, open processes and the effects of opening on particular domains. To provide the historical context and to appreciate the role of IT in openness, we discuss two historical examples of openness: the introduction of an open science model in academia (openness without IT) and the emergence of open source software development (openness with IT). We conclude by highlighting some concerns with and limitations of “openness”.
Multimodale Smartphone-Interaktion für Jung und Alt? Gebrauchstauglichkeit und Akzeptanz von Sprachsteuerung.Radziwill, M.; Kniewel, R.; Schmidt, L. In atp edition - Automatisierungstechnische Praxis, 59(6), pp. 46–53. 2017.
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Sprachsteuerungen halten verstärkt Einzug in den Alltag der Menschen, wenn diese mit technischen Geräten interagieren. Die Frage nach der Gestaltung von Mensch-Maschine-Schnittstellen stellt sich auch in der Automatisierungstechnik. Um die Gebrauchstauglichkeit und kontextabhängige Akzeptanz sprachbasierter Smartphone-Steuerung mittels Google-Now in Bezug auf Nutzer unterschiedlicher Alterskohorten zu evaluieren, wurden im Rahmen einer Laborstudie mit zwei unabhängigen Stichproben die Effektivität und die Effizienz sprachbasierter Smartphone-Interaktion mit dem heute üblichen Interaktionsmuster der virtuellen Touchscreen-Tastatur verglichen. Außerdem wurden die empfundene Einfachheit der Nutzung sowie die kontextabhängige Nutzungsbereitschaft der beiden Eingabemodalitäten evaluiert. Die Studie zeigt, dass beide Eingabemodalitäten sowohl von jüngeren als auch von älteren Nutzern zur Erledigung von navigationsbezogenen Aufgaben genutzt werden können. Jedoch treten im Hinblick auf Effektivität (Häufigkeit von Fehleingaben) und Effizienz (Bearbeitungsdauer) der Aufgabenerfüllung signifikante Unterschiede sowohl zwischen den Eingabemodalitäten als auch zwischen den beiden Alterskohorten auf.
An Empirical Investigation of Signaling in Reward-Based Crowdfunding.Kunz, Michael Marcin; Bretschneider, Ulrich; Erler, Max; Leimeister, Jan Marco. In Electronic Commerce Research, 17(3), pp. 425–461. 2017.
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Start-ups often face the challenge of a shortage of capital, the so-called funding gap, which can be overcome by raising small amounts of money from a large number of individuals. As crowdfunding suffers from a continuous rise in failure rates, the aim of this article is to contribute to the research concerning success factors in reward-based crowdfunding campaigns by focusing on signaling theory. Based on data retrieved from the crowdfunding platform Kickstarter, our results indicate that social ties, investment preparation and presentation, the supply of multiple rewards as well as endeavors to communicate and interact with the crowd positively influence the probability of success of a reward-based crowdfunding campaign. In contrast, the funding goal, a campaign’s runtime and the estimated time of delivery for the rewards have a negative impact on the successful completion of a campaign.
Noch einmal: Pilotprojekt zur intelligenten Videoüberwachung am Bahnhof Berlin Südkreuz.Schindler, Stephan. In ZD-Aktuell, (05799). 2017.
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Buchbesprechung: Florian Schneider, Meldepflichten im IT-Sicherheitsrecht. Datenschutz, Kritische Infrastrukturen und besondere Dienste.Hornung, Gerrit. In Computer und Recht, pp. R89-R90. 2017.
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PERFORMANCE: Neues Forschungsprojekt zur automatisierten Bild- und Videoanalyse.Wentland, Katharina; Schindler, Stephan. In ZD-Aktuell, (05448). 2017.
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DS-GVO: Anleitung zur autonomen Auslegung des Personenbezug.Hofmann, LL.M.; Johannes, LL.M. In ZD, 5, pp. 221–226. 2017.
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Datensparsamkeit: Zukunftsfähig statt überholt.Hornung, Gerrit. In Spektrum SPEZIAL Physik Mathematik Technik, 1, pp. 62–67. 2017.
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Videogestützte Kundenanalyse zu Werbezwecken.Wentland, Katharina; Schindler, Stephan. In ZD-Aktuell, (05855). 2017.
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Was bedeutet das „Strucksche Gesetz“ für die Betroffenenrechte nach der Datenschutzreform?Hofmann, Kai. In ZD-Aktuell, (05620). 2017.
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2016[ to top ]

EuGH: Dynamische IP-Adresse ist personenbezogenes Datum – Folgen der Entscheidung für die Rechtsanwendung.Weinhold, Robert. In ZD-Aktuell, (05366). 2016.
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Technikgestaltung demokratisieren – Partizipatives Privacy by Design.Ochs, Carsten; Richter, Philipp; Uhlmann, Markus. In Zeitschrift für Datenschutz, 6(21). 2016.
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Instrumente zwischen rechtlicher Steuerung und technischer Entwicklung.Richter, Philipp. In Datenschutz und Datensicherhiet, p. 89. 2016.
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Big Data, Statistik und die Datenschutz-Grundverordnung.Richter, Philipp. In Datenschutz und Datensicherheit, pp. 581–586. 2016.
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Tagungsbericht: Interdisziplinäre Konferenz des vom BMBF geförderten Forums Privatheit und selbstbestimmtes Leben in der digitalen Welt: „Die Zukunft der informationellen Selbstbestimmung“, am 26. und 27. November in Berlin.Richter, Philipp; Matzner, Tobias. In Datenschutz und Datensicherheit, p. 190. 2016.
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ENTOURAGE: Neues Projekt zur Vernetzbarkeit von Assistenzsystemen.Wagner, Bernd. In ZD-Aktuell. 2016.
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Governing the Internet in the Privacy Arena.Ochs, Carsten; Lamla, Jörn; Pittroff, Fabian; Büttner, Barbara. In Internet Policy Review. Journal on Internet Regulation (Special Issue ‚ Doing internet governance: practices, controversies, infrastructures, and institutions), 5(4). 2016.
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Strafbarkeit eines missbräuchlichen Angriffs auf öffentliche WLAN-Netze.Nebel, Maxi. In ZD-Aktuell, (05323). 2016.
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Die neue Datenschutz-Grundverordnung, Ist das Datenschutzrecht nun für heutige Herausforderungen gerüstet?Nebel, Maxi; Roßnagel, Alexander. P. P. des Forum Privatheit (ed.). 2016.
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Why Different Trust Relationships Matter for Information Systems Users.Söllner, Matthias; Hoffmann, Axel; Leimeister, Jan Marco. In European Journal of Information Systems (EJIS), 25(3), pp. 274–287. 2016.
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Technology acceptance research has shown that trust is an important factor fostering use of information systems (IS). As a result, numerous IS researchers have studied factors that build trust in IS. However, IS research on trust has mainly focused on the trust relationship between the user and the IS itself, largely neglecting that other targets of trust might also drive IS use from a user’s point of view. Accordingly, we investigate the importance of different targets of trust in IS use. Therefore, we use the concept of a network of trust and identify four different targets of trust that are prevalent from a user’s point of view. Afterwards, we develop our research model and evaluate it using a free simulation experiment. The results show that multiple targets of trust are important in the context of IS use. In particular, we highlight the importance of a second target – trust in the provider – which is equally important as trust in the IS itself. Consequently, IS providers should focus not only on fostering users’ trust in their IS but also on positioning themselves as trustworthy providers. In addition, we show that a third target – trust in the Internet – has significant indirect effects on multiple constructs that impact IS use.
Emerging Digital Frontiers for Service Innovation.Peters, Christoph; Maglio, Paul; Badinelli, Ralph; Harmon, Robert R.; Maull, Roger; Spohrer, James C.; Tuunanen, Tuure; Vargo, Stephen L.; Welser, Jeffrey J.; Demirkan, Haluk; Griffith, Terri L.; Moghaddam, Yassi. In Communications of the Association for Information Systems (CAIS), 39(1), p. Article 8. 2016.
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Wie zukunftsfähig ist die Datenschutz-Grundverordnung? Welche Antworten bietet sie für die neuen Herausforderungen des Datenschutzrechts?Roßnagel, A. In Datenschutz und Datensicherheit, 40, pp. 561–565. 2016.
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Von Kameras und Verdrängung: Rechtliche Anknüpfungspunkte für ein Recht auf Stadt unter besonderer Diskussion der Videoüberwachung öffentlicher Räume.Weinhold, Robert; Richter, Philipp; Krüger, M.; Geseke, K. In Kritische Justiz, pp. 30–46. 2016.
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Europäischer Datenschutz in Strafverfolgung und Gefahrenabwehr – Die neue Datenschutz-Richtlinie im Bereich Polizei und Justiz sowie deren Konsequenzen für deutsche Gesetzgebung und Praxis.Weinhold, Robert; Johannes, Paul Christopher. In Deutsche Verwaltungsblatt, pp. 1501–1506. 2016.
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Von Kameras und Verdrängung - Rechtliche Anknüpfungspunkte für ein Recht auf Stadt unter besonderer Diskussion der Videoüberwachung öffentlicher Räume.Richter, Philipp; Weinhold, Robert; Krüger, Marco; Geske, Katrin. In Kritische Justiz, 49(1), p. 31. 2016.
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Die neue Vorratsdatenspeicherung. Der nächste Schritt im Ringen um Sicherheit und Grundrechtsschutz.Roßnagel, A. In Neue juristische Wochenschrift, 69., pp. 533–539. 2016.
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Gericht „disliked“ den Like-Button von Facebook.Weinhold, Robert. In Verbraucher und Recht, pp. 230–233. 2016.
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Trust.Söllner, Matthias; Benbasat, Izak; Gefen, David; Leimeister, Jan Marco; Pavlou, Paul A. In MIS Quarterly Research Curations, pp. 1–9. 2016.
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Trust is the enabler of social interaction. Although the origins of research on trust traditionally lie outside the Information Systems (IS) domain, the importance of trust for IS research rapidly grew in the late 1990s, and it is still growing with the increasing ubiquity and advancement of technology in organizations, virtual teams, online markets, and user-technology interactions. Theoretically, the central role of trust is tied to the growing social change that Information and Communication Technology (ICT) has always created, a trend increased by the introduction of electronic commerce, and with it the need to interact and commerce with total strangers. This trend is mirrored in major IS research fields, such as virtual teams and technology acceptance, and thus also naturally in the pages of MIS Quarterly. The importance of trust for IS research and its impact on the IS literature are also reflected by the fact that a trust-related paper (Gefen et al. 2003) is among the most highly cited articles published in MIS Quarterly, together with papers on TAM, knowledge management, and design science. Besides, two trust-related papers have won the MIS Quarterly Paper of the Year Award in 1998 (Kumar et al. 1998) and 2009, respectively (Cyr et al. 2009), and a Special Issue on trust was published in 2010 (Benbasat et al. 2010). Coupled with the facts that we have identified 33 papers relevant for this curation, and that these papers account for about 20,000 total citations, it is perhaps safe to argue that trust is one of the popular and well-cited areas of research in the IS literature, especially during the last 20 years.
Vertrauensvolle E-Mail-Kommunikation.Wittmaack, L.; Esslinger, B.; Schmidt, L.; Strenge, B.; Wacker, A. In Datenschutz und Datensicherheit, 40(5), pp. 271–277. 2016.
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Der "elektronische Brief" bzw. die elektronische Mail (E-Mail) ist seit über 30 Jahren im privaten wie beruflichen Umfeld im Einsatz. Behörden, Steuerbüros, Krankenhäuser, Finanzinstitute und viele weitere Gruppen versenden und empfangen E-Mails, um Informationen auszutauschen. Innerhalb kurzer Zeit findet eine E-Mail ihren Weg vom Sender in Deutschland zum Empfänger in beispielsweise den USA. Wie funktioniert das? Und was hat es mit E-Mail-Verschlüsselung auf sich? Dieser Artikel betrachtet die grundlegende technische Funktionsweise der E-Mail sowie Hintergründe und Funktionsweise der Verschlüsselung mit S/MIME und PGP.
Zukunftsfähigkeit der Datenschutz-Grundverordnung.Roßnagel, A. In Datenschutz und Datensicherheit, 40, pp. 553–554. 2016.
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Nachhaltiger Konsum im transnationalen Wertschöpfungskollektiv. Versammlungsdynamiken in der Politischen Ökonomie des Elektroschrotts.Lamla, Jörn; Laser, Stefan. In Berliner Journal für Soziologie, 26(2), pp. 249–271. 2016.
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Konsekrationsinstanzen im digitalen Wandel. Beiträge zur Erweiterung des feldanalytischen Forschungsprogramms am Beispiel populärer Musik.Kropf, Jonathan. In Berliner Journal für Soziologie, 25(4), pp. 429–458. 2016.
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Why Is It so Hard to Engage with Practices of the Informal Sector? Experimental Insights from the Indian E-Waste-Collective.Laser, Stefan. In Cultural Studies Review, 22(1). 2016.
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Unpopuläre E-Mail-Verschlüsselung: Auflösung des Henne-Ei-Problems.Esslinger, B.; Schmidt, L.; Strenge, B.; Wacker, A. In Datenschutz und Datensicherheit, 40(5), pp. 283–289. 2016.
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E-Mail-Verschlüsselung könnte längst flächendeckend Verwendung finden. Der Beitrag gibt eine Antwort auf die Frage, warum dies nicht der Fall ist - und macht Vorschläge, was getan werden sollte, um dies zu ändern.
Reform des japanischen Datenschutzrechts im öffentlichen Bereich – Überblick über die Entwicklung des Rechts- und Gesetzessystems für den Datenschutz.Fuijwara, Shizuo; Geminn, Christian. In Zeitschrift für Datenschutz, pp. 522–528. 2016.
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Pokémon, Augmented Reality und die Verschleierung von Positionsdaten.Johannes, Paul C. In ZD-Aktuell, (05321). 2016.
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Das Smart Home als Herausforderung für das Datenschutzrecht. Enthält die Datenschutz-Grundverordnung risikoadäquate Regelungen?Geminn, Christian. In Datenschutz und Datensicherheit, pp. 575–580. 2016.
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Demokratie zwischen Öffentlichkeit und Privatheit.Geminn, Christian. In Verwaltungsarchiv, 107, pp. 601–630. 2016.
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Das neue japanische Datenschutzrecht – Reform des Act on the Protection of Personal Information.Geminn, Christian; Fuijwara, Shizuo. In Zeitschrift für Datenschutz, pp. 363–368. 2016.
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Privacy-Arena: Ausstellung zum Projektabschluss.Geminn, Christian; Miedzianowski, Nadine. In ZD-Aktuell, (19). 2016.
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Brexit im Datenschutz.Geminn, Christian; Schaller, Fabian. In ZD-Aktuell, (17). 2016.
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Rechtssicherheit für WLAN-Anbieter? Das EuGH-Urteil zur Haftung beim Betrieb eines offenen WLANs und § 8 Abs. 3 TMG auf dem Prüfstand.Grigorjew, Olga. In Kommunikation & Recht, pp. 701–706. 2016.
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Leveraging Virtual Business Model Innovation: A Framework for Designing New Business Model Development Tools.Ebel, Philipp; Bretschneider, Ulrich; Leimeister, Jan Marco. In Information Systems Journal (ISJ), Online First. 2016.
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Repression, Konstitution und Transformation: Das Politische als Neuversammlung gesellschaftlicher Macht.Lamla, Jörn. In Soziologische Revue, 39(1), pp. 41–59. 2016.
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Entwurf des eIDAS-Durchführungsgesetzes in der Ressortabstimmung.Johannes, P. C. In ZD-Aktuell, (21), p. 05423. 2016.
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Zertifizierungen nach der DS-GVO.Hofmann, Johanna. In ZD-Aktuell, (05324). 2016.
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Urteilsbesprechung von BGH, Urt. v. 19.03.2015, Az. I ZR 157/13 – Schufa-Hinweis.Hofmann, Johanna M. In Verbaucher und Recht, pp. 67–69. 2016.
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Elektronische Gerichtsakten – Neue Herausforderungen für die Tätigkeit des Sachverständigen.Jandt, Silke; Nebel, Maxi; Nielsen, Achim. In Der Sachverständige, pp. 248–254. 2016.
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Die Urheberbezeichnung im Web: Ein Vorschlag zur rechtskonformen technischen Umsetzung der Urheberbezeichnung im isolierten Dateiabruf.Hofmann, Kai. In Zeitschrift für Urheber- und Medienrecht, pp. 25–34. 2016.
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Cryptanalysis of the Columnar Transposition Cipher with Long Keys.Lasry, George; Kopal, Nils; Wacker, Arno. In Cryptologia, pp. 1–25. 2016.
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The classical columnar transposition cipher was the most popular type of transposition cipher. It was in use mainly during the second half of the nineteenth century and the first half of the twentieth century. It also served as a building block for more complex ciphers, such as the ADFGVX cipher and the double transposition cipher. Pen-and-paper as well as computerized methods for the cryptanalysis of the columnar transposition cipher have been published, but those apply mainly to the easier cases of short keys and complete transposition rectangles. In this article, a novel approach for the cryptanalysis of the columnar transposition cipher (when used with long keys) is presented. It is based on a two-phase hill climbing algorithm, a two-dimensional fitness score, and special transformations on key segments. This ciphertext-only method allows for the recovery of transposition keys with up to 1,000 elements, and up to 120 elements for worst case transposition rectangles.
Cryptanalysis of Chaocipher and Solution of Exhibit 6.Lasry, George; Rubin, Moshe; Kopal, Nils; Wacker, Arno. In Cryptologia, pp. 1–28. 2016.
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Chaocipher is a manual encryption method designed by John F. Byrne in 1918. Until he passed away in 1960, Byrne fervently believed that his cipher system was unbreakable, regardless of the amount of material available to a cryptanalyst. For several decades, he tried (unsuccessfully), to propose the Chaocipher to government agencies. In 1953, he exposed his Chaocipher in his autobiography, Silent Years, providing several examples of texts encrypted with Chaocipher as challenges, but without divulging the inner workings of the cipher. Those were made public only in 2010, when Byrne’s family donated the entire corpus of Chaocipher papers to the National Cryptologic Museum (NCM) in Fort Meade. A known-plaintext method for recovering the key settings, given sufficient matching plaintext and ciphertext, was published in 2010. However, to date, no method for the cryptanalysis of a single ciphertext-only Chaocipher message has been proposed, nor for the cryptanalysis of short messages “in-depth,” i.e., multiple messages generated with the same initial key settings. In this article, the authors present a new hillclimbing algorithm for a ciphertext-only cryptanalysis of Chaocipher in-depth messages. This algorithm is based on a “divide-and-conquer” approach and the use of the Index of Coincidence. It takes advantage of a major weakness in the design of the cipher. This previously unknown weakness may have been the reason why William F. Friedman, the inventor of the Index of Coincidence, rejected Byrne’s offer for the use of Chaocipher by the U.S. government. Additionally, the authors present a known-plaintext attack for short in-depth messages, as well as the solution for Lou Kruh’s and Cipher Deavours’s alternate Exhibit 5, also known as “Exhibit 6.” Finally, the authors reevaluate the security of the Chaocipher in view of those findings, with the conclusion that in its classic form, as designed by Byrne, the Chaocipher was a relatively weak cipher, despite Byrne’s rather strong assertions to the contrary.
Freie Arbeitszeiteinteilung von Wissensarbeitern – Selbstbestimmung oder Ausbeutung?Maier, Natalie. In Der Betrieb, (46), pp. 2723–2728. 2016.
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Fast Exhaustive Subgroup Discovery with Numerical Target Concepts.Lemmerich, Florian; Atzmueller, Martin; Puppe, Frank. In Data Mining and Knowledge Discovery, 30, pp. 711–762. 2016.
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Can the Crowd Do the Job? Exploring the Effects of Integrating Customers into a Company’s Business Model Innovation International Journal of Innovation Management.Ebel, Philipp; Bretschneider, Ulrich; Leimeister, Jan Marco. In International Journal of Innovation Management (IJIM), Online First. 2016.
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Erweiterte Informationspflichten in der DSGVO: Änderungen für die Unternehmen.Marschall, Kevin. In Datenschutz-Berater, pp. 230–232. 2016.
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Description-Oriented Community Detection using Exhaustive Subgroup Discovery.Atzmueller, Martin; Doerfel, Stephan; Mitzlaff, Folke. In Information Sciences, 329, pp. 965–984. 2016.
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Big Data Analytics for Proactive Industrial Decision Support: Approaches & First Experiences in the Context of the FEE Project.Atzmueller, Martin; Kloepper, Benjamin; Mawla, Hassan Al; Jäschke, Benjamin; Hollender, Martin; Graube, Markus; Arnu, David; Schmidt, Andreas; Heinze, Sebastian; Schorer, Lukas; Kroll, Andreas; Stumme, Gerd; Urbas, Leon. In atp edition, 58(9). 2016.
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Filterung eingestellter Bewertungen durch Plattformbetreiber als zulässige Meinungsäußerung, Anmerkung zu KG Berlin, Urteil vom 10.12.2015 - 10 U 26/15.Benner, Anja; Wagner, Bernd. In jurisPR-ITR. 2016.
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Prüfpflichten von Hostprovidern als mittelbare Störer bei Bewertungen Dritter auf ihrem Internetportal.Miedzianowski, Nadine. In Verbraucher und Recht, 9, A. Roßnagel (ed.), pp. 354–359. 2016.
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Crowd Work.Durward, David; Blohm, Ivo; Leimeister, Jan Marco. In Business & Information Systems Engineering (BISE), 58(4), pp. 281–286. 2016.
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Rate or Trade? Identifying Winning Ideas in Open Idea Sourcing.Blohm, Ivo; Riedl, Christoph; Füller, Johann; Leimeister, Jan Marco. In Information Systems Research, 27(1), pp. 27–48. 2016.
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Design Principles for High-Performance Blended Learning Services Delivery - The Case of Software Trainings in Germany.Bitzer, Philipp; Söllner, Matthias; Leimeister, Jan Marco. In Business & Information Systems Engineering (BISE), 58(2), pp. 135–149 (DOI: 10.1007/s12599. 2016.
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The “perfect” orchestration of training participants, IT and process design is one of the ongoing challenges within blended learning service research and practice. Blended learning services (BLS) offer a great variety of options to design learning processes, overcoming many shortcomings of pure e-learning services and providing better scalability and more advantages for learners than pure face-to-face class teaching. Nevertheless, due to inconclusive results of blended learning design research in the literature, BLS designers can hardly find support for the systematic design of efficient and successful blended learning processes, which would enable a high degree of learning success with a balanced degree of delivery effort. Based on major determinants of BLS processes’ quality, the authors identify, develop, and evaluate design principles for high performance BLS using an action design research approach. They first derive a set of initial design principles, based on insights from literature and own exploratory case studies as well as workshops with experts from the field. They then improve the design principles iteratively in expert workshops as well as apply the design principles in four software training sessions. Finally, they present seven evaluated design principles for BLS, which are the core of a nascent design theory and contribute to a time-efficient and successful BLS delivery. Furthermore, these principles enable practitioners to systematically apply the design knowledge formalized within the principles in order to improve BLS design and delivery.
Deciphering ADFGVX Messages from World War I Eastern Front.Lasry, George; Niebel, Ingo; Kopal, Nils; Wacker, Arno. In Cryptologia, pp. 1–36. 2016.
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In the last months of World War I (WW I), the German Army and diplomatic services used the ADFGVX hand-cipher system to encrypt radio messages between Germany and its outposts and stations in the Balkans, the Black Sea, and in the Middle East. Hundreds of cryptograms were intercepted from July to December 1918 by British and U.S. military intelligence, who were able to recover most of the keys and decipher most of the cryptograms using manual cryptanalysis methods. Fortunately, the original cryptograms have been preserved by James Rives Childs, the U.S. officer assigned to G.2 A.6, the SIGINT section of American Expeditionary Forces (AEF) in Paris, and they appear in his book, General Solution of the ADFGVX Cipher System, published by Aegean Press Park in 2000. In this article, the authors present the results of an effort toward the complete cryptanalysis of the messages, and an analysis of their contents. The authors present a new computerized method for the ciphertext-only cryptanalysis of ADFGVX messages which they developed for that purpose. They also provide details on how all the keys were recovered and almost all the messages decrypted, despite the low quality of significant parts of the intercepted material. The analysis of the messages in their historical context provides a unique insight into key events, such as the withdrawal of the German troops from Romania, and the impact of the Kiel Mutiny on communications. Both events had major political and military consequences for Germany in the Eastern Front. Cryptanalysis allowed the Entente Powers to closely monitor those events as well as others developments, also highlighting inherent weaknesses in German cryptographic and cryptanalytic capabilities. The authors plan to publish online all the decrypted messages.
Erster Referentenentwurf des BMI für ein Ausführungsgesetz zur DS-GVO nach heftiger Kritik zurückgenommen.Johannes, Paul C. In ZD-Aktuell, (05322). 2016.
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Exploring Strategies for Capturing Customer’s Tacit Knowledge in Customer Integration Methods.Bretschneider, Ulrich; Zogaj, Shkodran. In International Journal of Knowledge Management (IJKM), (2), pp. 1–19. 2016.
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What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy.Doerfel, Stephan; Zoller, Daniel; Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus. In ACM Transactions on the Web, 10(2), pp. 14:1–14:32. ACM, 2016.
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Social tagging systems have established themselves as an important part in today’s web and have attracted the interest of our research community in a variety of investigations. Henceforth, several aspects of social tagging systems have been discussed and assumptions have emerged on which our community builds their work. Yet, testing such assumptions has been difficult due to the absence of suitable usage data in the past. In this work, we thoroughly investigate and evaluate four aspects about tagging systems, covering social interaction, retrieval of posted resources, the importance of the three different types of entities, users, resources, and tags, as well as connections between these entities’ popularity in posted and in requested content. For that purpose, we examine live server log data gathered from the real-world, public social tagging system BibSonomy. Our empirical results paint a mixed picture about the four aspects. While for some, typical assumptions hold to a certain extent, other aspects need to be reflected in a very critical light. Our observations have implications for the understanding of social tagging systems, and the way they are used on the web. We make the dataset used in this work available to other researchers.
The Role of Cores in Recommender Benchmarking for Social Bookmarking Systems.Doerfel, Stephan; Jäschke, Robert; Stumme, Gerd. In ACM Transactions on Intelligent Systems and Technology, 7(3), pp. 40:1–40:33. 2016.
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Social bookmarking systems have established themselves as an important part in today’s web. In such systems, tag recommender systems support users during the posting of a resource by suggesting suitable tags. Tag recommender algorithms have often been evaluated in offline benchmarking experiments. Yet, the particular setup of such experiments has rarely been analyzed. In particular, since the recommendation quality usually suffers from difficulties like the sparsity of the data or the cold start problem for new resources or users, datasets have often been pruned to so-called cores (specific subsets of the original datasets) – however without much consideration of the implications on the benchmarking results. In this paper, we generalize the notion of a core by introducing the new notion of a set-core – which is independent of any graph structure – to overcome a structural drawback in the previous constructions of cores on tagging data. We show that problems caused by some types of cores can be eliminated using setcores. Further, we present a thorough analysis of tag recommender benchmarking setups using cores. To that end, we conduct a large-scale experiment on four real-world datasets in which we analyze the influence of different cores on the evaluation of recommendation algorithms. We can show that the results of the comparison of different recommendation approaches depends on the selection of core type and level. For the benchmarking of tag recommender algorithms, our results suggest that the evaluation must be set up more carefully and should not be based on one arbitrarily chosen core type and level.

2015[ to top ]

IMPERA: Integrated Mission Planning for Multi-Robot Systems.Saur, Daniel; Geihs, Kurt. In Robotics, 4(4), p. 435. 2015.
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This paper presents the results of the project IMPERA (Integrated Mission Planning for Distributed Robot Systems). The goal of IMPERA was to realize an extraterrestrial exploration scenario using a heterogeneous multi-robot system. The main challenge was the development of a multi-robot planning and plan execution architecture. The robot team consists of three heterogeneous robots, which have to explore an unknown environment and collect lunar drill samples. The team activities are described using the language ALICA (A Language for Interactive Agents). Furthermore, we use the mission planning system pRoPhEt MAS (Reactive Planning Engine for Multi-Agent Systems) to provide an intuitive interface to generate team activities. Therefore, we define the basic skills of our team with ALICA and define the desired goal states by using a logic description. Based on the skills, pRoPhEt MAS creates a valid ALICA plan, which will be executed by the team. The paper describes the basic components for communication, coordinated exploration, perception and object transportation. Finally, we evaluate the planning engine pRoPhEt MAS in the IMPERA scenario. In addition, we present further evaluation of pRoPhEt MAS in more dynamic environments.
Was bringt das neue europäische Datenschutzrecht für die Verbraucher? – Die Datenschutzgrundverordnung steht vor ihrer Verabschiedung.Roßnagel, Alexander. In Verbaucher und Recht, 30(10), pp. 361–362. 2015.
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Big Data und die Zukunft des Scoring.Jandt, Silke. In Kommunikation und Recht, Begleitheft zu Heft 5, pp. 6–8. 2015.
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Beweissicherheit im elektronischen Rechtsverkehr - Die Folgen der europäischen Harmonisierung.Jandt, Silke. In Neue Juristische Wochenschrift, (17), pp. 1205–1211. 2015.
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Chancen und Risiken der Biometrie aus rechtlicher Sicht: Grundlagen und aktuelle Herausforderungen.Hornung, Gerrit. In Sonderbeilage 3/2015 der Zeitschrift für Wett- und Glücksspielrecht, pp. 8–14. 2015.
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Der Anwendungsvorrang der eIDAS-Verordnung. Welche Regelungen des deutschen Rechts sind weiterhin für eCommerce elektronische Signaturen anwendbar?Roßnagel, Alexander. In Multimedia und Recht, 18(6), pp. 359–364. 2015.
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Schutzschilde gegen die NSA.Johannes, Christopher Paul; Lange, Benjamin; Hahn, Tobias. In Datenschutz und Datensicherheit, (2), pp. 71–77. 2015.
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Voraussetzungen für die elektronische Akte.Johannes, P.C. In Städte- und Gemeinderat, (4), pp. 13–14. 2015.
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"Löschen" im Internet. Ein neuer Ansatz für die technische Unterstützung des Rechts auf Löschen.Kieselmann, Olga; Kopal, Nils; Wacker, Arno. In Datenschutz und Datensicherheit (DuD), (1/2015), pp. 31–36. 2015.
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Spätestens seit der Veröffentlichung des Entwurfs für die EU-weite Datenschutzregelung ist ausgiebig diskutiert worden, dass die im Artikel 17 beschriebenen Regelungen für das Löschen, insbesondere die Pflicht, Dritte über die gewünschte Löschung zu informieren, aufgrund der fehlenden technischen Lösung in der Praxis nicht umsetzbar sind. Seit Mai 2014 hat die öffentliche Diskussion eine neue Wendung genommen, als Google gerichtlich verurteilt wurde, auf Antrag bestimmte Links zu löschen. Verallgemeinert kann gesagt werden, dass es an Kritik an dem Artikel 17 wegen der Schwierigkeit, ihn in der Praxis zu realisieren, nicht mangelt. Es mangelt jedoch an konkreten Lösungsvorschlägen für die technische Umsetzung, sodass Dienstanbieter ein Werkzeug zur Verfügung hätten, das Gesetz umzusetzen. In diesem Aufsatz wird ein solches System vorgestellt, welches sowohl den Internet-Nutzern als auch den Dienstanbietern ein Werkzeug zur Unterstützung des Gesetzes zur Verfügung stellt.
Grundrechtsausgleich beim vernetzten Automobil – Herausforderungen, Leistungsfähigkeit und Gestaltungsbedarf des Rechts.Roßnagel, Alexander. In Datenschutz und Datensicherheit, 39, pp. 353–358. 2015.
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Das IT-Sicherheitsgesetz.Roßnagel, Alexander. In Deutsches Verwaltungsblatt, 130(19), pp. 1206–1212. 2015.
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Was bleibt vom europäischen Datenschutzrecht? Überlegungen zum Ratsentwurf der DS-GVO.Roßnagel, Alexander; Nebel, Maxi; Richter, Philipp. In Zeitschrift für Datenschutz, (10), pp. 455–460. 2015.
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(Verlorene) Selbstbestimmung im Datenmeer – Privatheit im Zeitalter von Big Data.Roßnagel, Alexander; Nebel, Maxi. In Datenschutz und Datensicherheit, (7), pp. 455–459. 2015.
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„Privatheit“ und „Privatsphäre“ aus der Perspektive des Rechts – ein Überblick.Roßnagel, Alexander; Geminn, Christian. In Juristenzeitung, 70(14), A. Roßnagel (ed.), pp. 703–708. 2015.
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Elektronische Formulare im Verwaltungsverfahren - Neue Form des Schriftformersatzes.Johannes, P.C. In Multimedia und Recht (MMR), (11), pp. 694–700. 2015.
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Das vernetzte Automobil – sichere und freie Mobilität.Roßnagel, Alexander. In Datenschutz und Datensicherheit, 39(6), pp. 345–346. 2015.
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Unabhängigkeit der Datenschutzaufsicht.Roßnagel, Alexander. In Zeitschrift für Datenschutz, 5(3), pp. 106–111. 2015.
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Engineering Tool Supported Collaboration Processes for Web-based Platforms.Kipp, Philipp. In Research on IT / Service / Innovation / Collaboration, 9. Kassel University Press (978-3-86219-968-6), Kassel, Germany, 2015.
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Crowdsourcing and the Semantic Web: A Research Manifesto.Sarasua, Christina; Simperl, Elena; Noy, Natasha; Bernstein, Abraham; Leimeister, Jan Marco. In Human Computation, 2(1), pp. 3–17. 2015.
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Schutz der Persönlichkeit – Privatheit oder Selbstbestimmung?Nebel, Maxi. In Zeitschrift für Datenschutz, (11), pp. 517–522. 2015.
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Neue Pflichten für Betreiber Kritischer Infrastrukturen: Das IT-Sicherheitsgesetz des Bundes.Hornung, Gerrit. In Neue Juristische Wochenschrift, (46), pp. 3334–3340. 2015.
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Konzepte für umweltfreundlichen Tourismus in Nordhessen.Sommer, C.; Bieland, D.; Schmidt, L.; Kniewel, R.; Braun-Lüdicke, E. In Der Nahverkehr, 33(7-8), p. 31. 2015.
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Der Beitrag befasst sich mit Konzepten des Freizeitverkehrs in der Region Nordhessen. Infolge der hohen Orientierung nordhessischer Besucher am MIV für An- und Abreise sowie Mobilität vor Ort sind Besucherverkehre bisher wenig umweltverträglich. Integrierte Angebote, die Mobilität, Tourismus sowie den gesamten Prozess des Verkehrsverhaltens berücksichtigen, können wesentlicher Bestandteil einer klimaneutralen nicht-alltäglichen Freizeitmobilität sein. Der Beitrag zeigt die Chancen im Freizeitverkehr auf.
Subgroup Discovery - Advanced Review.Atzmueller, Martin. In WIREs: Data Mining and Knowledge Discovery, 5(1), pp. 35–49. 2015.
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Subgroup discovery is a broadly applicable descriptive data mining technique for identifying interesting subgroups according to some property of interest. This article summarizes fundamentals of subgroup discovery, before it reviews algorithms and further advanced methodological issues. In addition, we briefly discuss tools and applications of subgroup discovery approaches. In that context, we also discuss experiences and lessons learned and outline future directions in order to show the advantages and benefits of subgroup discovery.
How Collaboration Engineering can Improve Team Effectiveness of Heterogeneous Groups.Bittner, Eva. In Research on IT / Service / Innovation / Collaboration, 5. University Press (978-3-86219-928-0), Kassel, Germany, 2015.
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In TANDEMs zu Innovationen - Förderung der Zusammenarbeit in altersgemischten Teams.Bittner, Eva; Ebel, Philipp; Habicht, Hagen; Leimeister, Jan Marco; Möslein, Kathrin; Plieth, Hanna. In Praeview - Zeitschrift für innovative Arbeitsgestaltung und Prävention, 6, R. Klatt (ed.), pp. 16–17. 2015.
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Design Principles for the Productive Delivery of Blended Learning Services.Bitzer, Philipp. In Research on IT / Service / Innovation / Collaboration, 8. Kassel University Press (978-3-86219-940-2), Kassel, Germany, 2015.
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Datenweitergabe an und durch Spieleanbieter auf Facebook – Zugleich Anmerkung zu LG Berlin, Urt. v. 28.10.2014, Az. 16 O 60/13.Boos, Carina. In Verbraucher und Recht, 30(3), pp. 92–97, 101. 2015.
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Service Co-evolution in the Internet of Things.Tran, Huu Tam; Baraki, Harun; Geihs, Kurt. In EAI Endorsed Transactions on Cloud Systems, 15(1). ICST, 2015.
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Nutzerunterstützung im Online-Versandhandel - Automatisierte Einschätzung der Vertrauenswürdigkeit durch ein Browser-Add-on.Boos, Carina; Roßnagel, Alexander. In Multimedia und Recht, p. 215. 2015.
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IT-enabled Product Innovation: Customer Motivation for Participating in Virtual Idea Communities.Bretschneider, Ulrich; Leimeister, Jan Marco; Mathiassen, Lars. In International Journal of Product Development, 20(2), pp. 126–141. 2015.
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Participatory Patterns in an International Air Quality Monitoring Initiative.Sîrbu, Alina; Becker, Martin; Caminiti, Saverio; De Baets, Bernard; Elen, Bart; Francis, Louise; Gravino, Pietro; Hotho, Andreas; Ingarra, Stefano; Loreto, Vittorio; Molino, Andrea; Mueller, Juergen; Peters, Jan; Ricchiuti, Ferdinando; Saracino, Fabio; Servedio, Vito D. P.; Stumme, Gerd; Theunis, Jan; Tria, Francesca; Van den Bossche, Joris. In PLOS ONE, 10(8), pp. 1–19. Public Library of Science, 2015.
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The issue of sustainability is at the top of the political and societal agenda, being considered of extreme importance and urgency. Human individual action impacts the environment both locally (e.g., local air/water quality, noise disturbance) and globally (e.g., climate change, resource use). Urban environments represent a crucial example, with an increasing realization that the most effective way of producing a change is involving the citizens themselves in monitoring campaigns (a citizen science bottom-up approach). This is possible by developing novel technologies and IT infrastructures enabling large citizen participation. Here, in the wider framework of one of the first such projects, we show results from an international competition where citizens were involved in mobile air pollution monitoring using low cost sensing devices, combined with a web-based game to monitor perceived levels of pollution. Measures of shift in perceptions over the course of the campaign are provided, together with insights into participatory patterns emerging from this study. Interesting effects related to inertia and to direct involvement in measurement activities rather than indirect information exposure are also highlighted, indicating that direct involvement can enhance learning and environmental awareness. In the future, this could result in better adoption of policies towards decreasing pollution.
Einflussfaktoren auf die Nutzung von Cloud-Speicherdiensten.Gebauer, L.; Gierczak, M. M.; Söllner, M.; Leimeister, J. M. In Schmalenbachs Zeitschrift für betriebswirtschaftliche Forschung (zfbf), 67(3), pp. 367–407. 2015.
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Understanding Trust in Information Systems - The Impact of Trust in the System and in the Provider.Sollner, M. In Academy of Management Proceedings, 2015, pp. 10159–10159. 2015.
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To provide value for businesses, information systems (IS) must be adopted and used by their intended users, no matter whether a company focuses on selling IS on the market (external users) or whether IS are used to keep the business going (internal users). One of the most important factors driving the adoption and use is trust. The goal of this paper is to provide a first evaluation of a conceptual piece claiming a) that users distinguish between their trust in an IS and the provider of this IS and b) that both kinds of trust are important for the success sustainable success of IS providers, and thus should be studied simultaneously. To evaluate the claims, a research model is developed and evaluated using data of 234 students during the introduction of a new IS at an university. The results provide empirical support for both claims, since the correlation between the two trust constructs is low, and the nomological networks are different. Regarding the importance of both constructs, trust in the IS is found to have an important impact of the use of the IS, whereas trust in the provider is a major driver of the users’ loyalty.
Die Krypto-Debatte: Wiederkehr einer Untoten.Hornung, Gerrit. In Editorial, Multimedia und Recht 3/2015, pp. 145–146. 2015.
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Crypto Wars Reloaded?Geminn, Christian L. In Datenschutz und Datensicherheit, (8), pp. 546–547. 2015.
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Die Debatte um nationales Routing – eine Scheindebatte? Eine kritische Beschau der Argumentationslinien.Geminn, Christian L. In Multimedia und Recht, (2), pp. 98–103. 2015.
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Schutzschilde gegen die NSA.Hahn, Tobias; Johannes, Paul C.; Lange, Benjamin. In Datenschutz und Datensicherheit, 39(2), pp. 71–77. 2015.
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Entwicklung eines Referenzmodells zur systematischen Steigerung der Mitgliederanzahl und der Nutzeraktivität in der Wachstumsphase von Virtuellen Communities.Hartmann, Marco. In Research on IT / Service / Innovation / Collaboration, 6. Kassel University Press (978-3-86219-838-2), Kassel, Germany, 2015.
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Von den Mühen, sich anzupassen.Henschke, C.; Roßnagel, A. In LanInForm – Magazin für Ländliche Räume, pp. 25 – 27. 2015.
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Verbraucherinformationen zu Lebensmitteln – die neue Lebensmittelinformationsverordnung.Hentschel, Anja. In Verbraucher und Recht, pp. 55–59. 2015.
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Beschreibung von wiederverwendbaren Prozessen zur Erreichung von Lernzielen in Serious Games.Hirdes, Eike M. In Research on IT / Service / Innovation / Collaboration, 7. Kassel University Press (978-3-7376-0044-6), Kassel, Germany, 2015.
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Legal Compatibility as a Characteristic of Sociotechnical Systems - Goals and Standardized Requirements.Hoffmann, Axel; Schulz, Thomas; Zirfas, Julia; Hoffmann, Holger; Roßnagel, Alexander; Leimeister, Jan Marco. In Business & Information Systems Engineering (BISE) DOI: 10.1007/s12599-015-0373-5, pp. 1–11. 2015.
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Dynamische Zertifizierung von Cloud Computing-Diensten: Eine rechtswissenschaftliche Betrachtung am Beispiel „Verfügbarkeit“.Hofmann, Johanna M. In INFORMATIK 2015, GI-Edition - Lecture Notes in Informatics (LNI), Cunningham (ed.), pp. 539–552. 2015.
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Fitness- und Gesundheits-Apps - Neues Schutzkonzept für Gesundheitsdaten?Hohmann, Carolin; Jandt, Silke. In K&R, (11), pp. 694–700. 2015.
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Verfügungsrechte an fahrzeugbezogenen Daten. Das vernetzte Automobil zwischen innovativer Wertschöpfung und Persönlichkeitsschutz.Hornung, Gerrit. In Datenschutz und Datensicherheit, pp. 359–366. 2015.
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Forschungsprojekt Robotair: Praxistaugliches Boden-Luft-Servicerobotersystem für die Inspektion industrieller Druckluftversorgung und die Verbesserung der Arbeitsumgebungsfaktoren.Hegenberg, J.; Herrmann, R.; Ziegner, D.; Schmidt, L.; Günther, T.; Ordoñez Müller, A.; Kroll, A.; Barz, T.; Schulz, D. In Technische Sicherheit, 5(5), pp. 16–22. 2015.
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Ziel des Projekts ist die Entwicklung und Evaluation eines prototypischen, kostengünstigen Boden-Luft-Servicerobotersystems für die Detektion und Ortung von Druckluftlecks und Isolationsschäden an Prozessöfen sowie für die Kartierung von Arbeitsumgebungsfaktoren. Dies dient einer nachhaltigen Ressourcen- und Energienutzung und trägt zur Sicherstellung gesunder Arbeitsbedingungen und zur Steigerung der Produktivität bei. Das System besteht aus einem teleoperiert fliegenden und einem teilautonom fahrenden Roboter, die beide mit intelligenten Multisensor-Modulen ausgestattet sind, sowie einem mobilen Leitstand. Dort wird aus den Sensorsignalen ein aussagekräftiges Lagebild erstellt und visualisiert. Ein Überblick über das System wird abgerundet von ersten Erprobungsergebnissen.
„Data Ownership“ im vernetzten Automobil. Die rechtliche Analyse des wirtschaftlichen Werts von Automobildaten und ihr Beitrag zum besseren Verständnis der Informationsordnung.Hornung, Gerrit; Goeble, Thilo. In Computer und Recht, pp. 265–273. 2015.
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Politischer Konsum und (Post-)Demokratie - ein Debattenbeitrag.Lamla, Jörn. In Forschungsjournal Soziale Bewegungen, 28(2), pp. 28–36. 2015.
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Flipping the Classroom – IT-unterstützte Lerneraktivierung zur Verbesserung des Lernerfolges einer universitären Massenlehrveranstaltung.Lehmann, Katja; Oeste, Sarah; Janson, Andreas; Söllner, Matthias; Leimeister, Jan Marco. In HMD Praxis der Wirtschaftsinformatik, 52(1), pp. 81–95. 2015.
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Durch steigende Studierendenzahlen prägen universitäre Massenlehrveranstaltungen nach wie vor das Bild in der deutschen Hochschullandschaft. Diese Lehrveranstaltungen sind gekennzeichnet durch hohe Anonymität und einen Mangel an Interaktion und Zusammenarbeit. Lernende bleiben sich im Lernprozess weitestgehend selbst überlassen und sind eher Konsumenten der Lerninhalte anstatt selbst im Mittelpunkt der Lernaktivitäten zu stehen. Jedoch bilden vor allem verschiedene Formen der Interaktion entscheidende Faktoren für Lernerfolg und Zufriedenheit eines Einzelnen. Der Flipped Classroom stellt eine Möglichkeit dar, den Nachteilen von universitären Massenlehrveranstaltungen zu begegnen. Der vorliegende Beitrag präsentiert ein IT-gestütztes Flipped Classroom-Konzept am Beispiel einer Wirtschaftsinformatik-Grundlagenveranstaltung. Das Konzept unterteilt die Veranstaltung in vier aufeinander ablaufende Lernphasen: Selbstlernphase, Peer-Lernphase, Transferphase und Vertiefungsphase. Durch die Integration verschiedener Lernmethoden wird sichergestellt, dass zum einen die Potentiale des IT-gestützten Lernens – beispielsweise orts- und zeitunabhängiges Lernen – adressiert und zum anderen die verschiedenen Formen von Interaktion realisiert werden. Durch die intensive Beschäftigung und den intensiven Austausch mit den Lerninhalten wird sichergestellt, dass alle kognitiven Lernzielebenen adressiert und überprüft werden. Der praktische Beitrag zeigt wie Massenlehrveranstaltungen durch Lernmethoden bereichert werden können. Zudem wird als theoretischer Beitrag die aktive Einbindung von Lernenden in den Lernprozess und deren Rolle als Prosument betont. Das Konzept sowie die Ergebnisse des vorgestellten Beitrages lassen sich auf andere Veranstaltungen im universitären Kontext oder die betriebliche Weiterbildung übertragen.
Erreichbarkeit steuern.Maier, Natalie; Ossoinig, Verena. In Arbeitsrecht im Betrieb, 36(9), pp. 32–34. 2015.
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Rechtsfragen und praktische Tipps bei der Ortung durch Smartphone-Apps.Maier, Natalie; Ossoinig, Verena. In Verbraucher und Recht, 30(9), pp. 330–336. 2015.
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Automated Known-Plaintext Cryptanalysis of Short Hagelin M-209 Messages.Lasry, George; Kopal, Nils; Wacker, Arno. In Cryptologia, (ahead-of-print), pp. 1–21. 2015.
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The Hagelin M-209 portable encryption device was used by the US Army in World War II and the Korean War, as well as by other armies and in embassy settings. In this paper, we present a fully automated computerized known-plaintext attack, based on hillclimbing and a novel fitness function - the Aggregate Displacement Error. In our performance evaluation we show that we are able to recover key settings for messages as short as 50 characters. To validate our results, we solved several publicly available challenge messages, including a message with only 40 letters.
EU-DSGVO: Meldepflicht bei Datenpannen.Marschall, Kevin. In BvD-News - Fachmagazin für den Datenschutz, (1), pp. 30–32. 2015.
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Wann drohen schwerwiegende Beeinträchtigungen im Rahmen von § 42a BDSG? Mehr Rechtssicherheit durch mehr Informationen?Marschall, Kevin. In Recht der Datenverarbeitung, (1), pp. 17–23. 2015.
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Anatomy of Successful Business Models for Complex Services: Insights from the Telemedicine Field.Peters, Christoph; Blohm, Ivo; Leimeister, Jan Marco. In Journal of Management Information Systems (JMIS), 32(3), pp. 75–104. 2015.
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Die Kontrolle ist tot - lang lebe die Kontrolle! Plädoyer für ein nach-bürgerliches Privatheitsverständnis.Ochs, Carsten. In Mediale Kontrolle unter Beobachtung, (4). 2015.
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Dienstleistungen von der Crowd: Crowdsourcing und Crowd Work.Leimeister, Jan Marco; Zogaj, Shkodran; Blohm, Ivo. In Service Today, Portfolio-Management im Service, pp. 32–34. KVD - Der Service Verband, Dorsten, 2015.
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Digital services for consumers.Leimeister, Jan Marco; Österle, Hubert; Alter, Steven. In Electronic Markets (DOI: 10.1007/s12525-014-0174-6), 24(4). 2015.
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Freizeit und Beruf – Rechtliche und technische Unterstützung der Work-Life-Balance.Maier, Natalie; Ossoinig, Verena. In Der Betrieb, 68(41), pp. 2391–2396. 2015.
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„Selbstdatenschutz“, oder: Kollektive Privatheitspraktiken als politisches Handeln in digitalen Öffentlichkeiten.Ochs, Carsten. In Forschungsjournal soziale Bewegungen, (3), pp. 45–54. 2015.
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Datenpannen – „neue“ Meldepflicht nach der europäischen DS-GVO?Marschall, Kevin. In Datenschutz und Datensicherheit, (3), pp. 183–189. 2015.
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Ciphertext-Only Cryptanalysis of Hagelin M-209 Pins and Lugs.Lasry, George; Kopal, NIls; Wacker, Arno. In Cryptologia, (ahead-of-print), pp. 1–36. 2015.
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The Hagelin M-209 was a mechanical encryption device used by the U.S. Army during World War II and the Korean War, as well as by other armies and in embassy settings. In this article, the authors present a four-stage hillclimbing algorithm for recovering the full key settings from ciphertext only. The first two stages are based on a divide-and-conquer approach developed by Geoff Sullivan. In the current performance evaluation, the authors show that their method is able to recover key settings from messages as short as 750 letters, compared to 2,000 – 2,500 letters with prior methods. With this method, they solved several M-209 ciphertext-only challenges, including the final exercises in W. Barker’s 1977 book, Cryptanalysis of the Hagelin Cryptograph.

2014[ to top ]

Service-Systems-Engineering - Ein zukünftiges Forschungsgebiet der Wirtschaftsinformatik.Böhmann Tilo; Leimeister, Jan Marco; Möslein Kathrin. In WIRTSCHAFTSINFORMATIK (DOI 10.1007/s11576-014-0406-6). 2014.
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Business Models - An Information Systems Research Agenda.Veit, Daniel; Clemons, Eric; Benlian, Alexander; Buxmann, Peter; Hess, Thomas; Kundisch, Dennis; Leimeister, Jan Marco; Loos, Peter; Spann, Martin. In Business & Information Systems Engineering (BISE), (1), pp. 45–53. 2014.
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Creating Shared Understanding in heterogeneous work groups - Why it matters and how to achieve it.Bittner, E. A. C.; Leimeister, J. M. In Journal of Management Information Systems (JMIS), 31(1), pp. 111–143. 2014.
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Balancing the online life: Mobile usage scenarios and strategies for a new communication paradigm.Roßnagel, Alexander; David, Klaus; Bieling, Gisela; Böhnstedt, Doreen; Jandt, Silke; Ohly, Sandra; Schmitt, Antje; Steinmetz, Ralf; Stock-Homburg, Ruth; Wacker, Arno. In IEEE Vehicular Technology Magazine, 9(3), pp. 72–79 (DOI: 10.1109/MVT.2014.2333763). 2014.
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A Service Engineering Method for Knowledge-Intense Person-Oriented Services.Meschner, Philipp. In Research on IT / Service / Innovation / Collaboration, 4. Kassel University Press (978-3-86219-794-1), Kassel, Germany, 2014.
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Deriving Trust Supporting Components for Ubiquitous Information Systems.Söllner, Matthias. In Research on IT / Service / Innovation / Collaboration, 1. Kassel University Press (ISBN: 978-3-86219-638-8), Kassel, Germany, 2014.
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Service Systems Engineering - A Field for Future Information Systems Research.Böhmann, Tilo; Leimeister, Jan Marco; Möslein, Kathrin M. In Business & Information Systems Engineering, 6(2), pp. 73–79. 2014.
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Der Didaktische Service Blueprint - Eine Methode für Analyse und Design teilnehmerstarker Lerndienstleistungen.Wegener, René. In Research on IT / Service / Innovation / Collaboration, 2. Kassel University Press (978-3-86219-730-9), Kassel, Germany, 2014.
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Vertrauen in Cloud Computing schaffen - aber wie?Buch, Meike Stefanie; Gebauer, Lysann; Holger, Hoffmann. In Wirtschaftsinformatik & Management, (3), pp. 67–77. 2014.
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Nutzerunterstützung durch automatisierte Auswertung einzelner standardisierter Vertragsbedingungen, AGB: Was habe ich verpasst?Boos, Carina. In Verbraucher und Recht (VuR), 2(47-52). 2014.
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Geschäftsmodelle - Eine Forschungsagenda für die Wirtschaftsinformatik.Veit, Daniel; Clemons, Eric; Benlian, Alexander; Buxmann, Peter; Hess, Thomas; Kundisch, Dennis; Leimeister, Jan Marco; Loos, Peter; Spann, Martin. In WIRTSCHAFTSINFORMATIK, (1), pp. 55–64. 2014.
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Sozialversicherungswahlen via Internet – Eine Chance zur Erhöhung der Wahlbeteiligung?Kahlert, Anna. In Neue Zeitschrift für Sozialrecht (NZS), pp. 56–61. 2014.
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User, Use & Utility Research : The digital user as new design perspective in Business & Information Systems Engineering.Brenner, Walter; Karagiannis, Dimitris; Kolbe, Lutz; Krüger, Jens; Lamberti, Herman-Josef; Leifer, Larry; Leimeister, Jan Marco; Österle, Hubert; Petrie, Charles; Plattner, Hasso; Schwabe, Gerhard; Uebernickel, Falk; Winter, Robert; Zarnekow, Ruediger. In Business & Information Systems Engineering (BISE), (1), pp. 55–61. 2014.
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User, Use & Utility Research: Die Gestaltungsperspektive der Wirtschaftsinformatik auf den digitalen Nutzer.Brenner, Walter; Karagiannis, Dimitris; Kolbe, Lutz; Krüger, Jens; Lamberti, Herman-Josef; Leifer, Larry; Leimeister, Jan Marco; Österle, Hubert; Petrie, Charles; Plattner, Hasso; Schwabe, Gerhard; Uebernickel, Falk; Winter, Robert; Zarnekow, Ruediger. In WIRTSCHAFTSINFORMATIK, (1), pp. 65–72. 2014.
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Managing Crowdsourced Software Testing – A Case Study Based Insight on the Challenges of a Crowdsourcing Intermediary.Zogaj, Shkodran; Bretschneider, Ulrich; Leimeister, Jan Marco. In Journal of Business Economics (JBE) (DOI: 10.1007/s11573-014-0721-9), 84(3), pp. 375–405. 2014.
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Rechtliche und technische Nutzerunterstützung bei der Button-Lösung, Ein Lösungsvorschlag zur Erkennbarkeit von Kostenfallen als dem immer noch ungelösten Kernproblem.Boos, Carina; Bartsch, Steffen; Volkamer, Melanie. In Computer und Recht (CR), 2, pp. 119–127. 2014.
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Temporal Evolution of Contacts and Communities in Networks of Face-to-Face Human Interactions.Kibanov, Mark; Atzmueller, Martin; Scholz, Christoph; Stumme, Gerd. In Science China Information Sciences, 57(3). Science China Press, 2014.
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Temporal dynamics of social interaction networks as well as the analysis of communities are key aspects to gain a better understanding of the involved processes, important influence factors, their effects, and their structural implications. In this article, we analyze temporal dynamics of contacts and the evolution of communities in networks of face-to-face proximity. As our application context, we consider four scientific conferences. On a structural level, we focus on static and dynamic properties of the contact graphs. Also, we analyze the resulting community structure using state-of-the-art automatic community detection algorithms. Specifically, we analyze the evolution of contacts and communities over time to consider the stability of the respective communities. Furthermore, we assess different factors which have an influence on the quality of com- munity prediction. Overall, we provide first important insights into the evolution of contacts and communities in face-to-face contact networks.
Rechtsgestaltung mit der Methode KORA.Kahlert, A. In Datenschutz und Datensicherheit (DuD), pp. 86–92. 2014.
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Anforderungsmuster zur Spezifikation soziotechnischer Systeme - Standardisierte Anforderungen der Vertrauenswürdigkeit und Rechtsverträglichkeit.Hoffmann, Axel. In Research on IT / Service / Innovation / Collaboration, 3. Kassel University Press (978-3-86219-716-3), Kassel, Germany, 2014.
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Die Zulässigkeit der Übertragung personenbezogener Daten in die USA im Kontext der NSA-überwachung.Roßnagel, Alexander; Jandt, Silke; Richter, Philipp. In Datenschutz und Datensicherheit, 38(8). 2014.
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Die Datenweitergabe im Rahmen des Cloud Computings unter besonderer Betrachtung von Unterauftragsverhältnissen.Maier, Natalie. In Forum Wirtschaftsrecht, 19, kassel university press (ed.). 2014.
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Solving the Double Transposition Challenge with a Divide and Conquer Approach.Lasry, George; Kopal, Nils; Wacker, Arno. In Cryptologia, 38, pp. 197–214. 2014.
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The double transposition cipher was considered to be one of the most secure types of manual ciphers. It was extensively used in both World Wars and during the Cold War. In 1999, Otto The double transposition cipher was considered to be one of the most secure types of manual ciphers. It was extensively used in both World Wars and during the Cold War. In 1999, Otto Leiberich, the former head of the German federal office for information security, suggested that a double transposition challenge be published with specific parameters designed to ensure its security. Such a challenge was published by Klaus Schmeh in 2007. In November 2013 we solved the challenge using a ciphertext only hill climbing attack. We also solved the challenge using a dictionary attack. In this paper we describe both methods, which are based on a "divide and conquer" approach. We additionally discuss the impact of our solutions with respect to the general security of the double transposition cipher.
Incorporating Behavioral Trust Theory Into System Development for Ubiquitous Applications.Hoffmann, H.; Söllner, M. In Personal and Ubiquitous Computing, 18(1), pp. 117–128. 2014.
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User Studies on Teleoperation of Robots for Plant Inspection.Schmidt, L.; Hegenberg, J.; Cramar, L. In Industrial Robot: An International Journal, 41(1), pp. 6–14. 2014.
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Purpose - To avoid harm to humans, environment, and capital goods, hazardous or explosive gases that are possibly escaping from industrial and infrastructure facilities of the gas and oil processing industry have to be detected and located quickly and reliably. Project RoboGasInspector aims at the development and evaluation of a human-robot system that applies autonomous robots equipped with remote gas detection devices to detect and locate gas leaks. This article aims to focus on the usability of telemanipulation in this context. Design/methodology/approach - This paper presents four user studies concerning human-robot interfaces for teleoperation in industrial inspection tasks. Their purpose is to resolve contradictory scientific findings regarding aspects of teleoperation and to verify functionality, usability, and technology acceptance of the designed solution in the actual context of use. Therefore, aspects concerning teleoperation that were separately examined before are evaluated in an integrated way. Considered aspects are influence of media technology on telepresence, simulator sickness and head slaved camera control, usability of different input devices for telemanipulation, and identification of intuitive gestures for teleoperation of mobile robots. Findings - In general, the implemented interaction concepts perform better compared to conventional ones used in contemporary, actually applied robot systems. Otherwise, reasons are analyzed and approaches for further improvements are discussed. Exemplary results are given for each study. Originality/value - The solution combines several technical approaches that are so far separately examined. Each approach is transferred to the innovative domain of industrial inspections and its applicability in this context is verified. New findings give design recommendations for remote workplaces of robot operators.
Evaluation einer 3-D-Gestensteuerung für einen mobilen Serviceroboter.Schmidt, L.; Herrmann, R.; Hegenberg, J.; Cramar, L. In Zeitschrift für Arbeitswissenschaft, 68(3), pp. 129–134. 2014.
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Gestensteuerungen wird als einer natürliche Interaktionsform das Potential zugeschrieben, herkömmliche Eingabegeräte in vielen Anwendungsbereichen zu ersetzen. Fortschritte in der technischen Realisierung führen dazu, dass auch im Bereich der Mensch-Roboter-Interaktion 3-D-Gestensteuerungen erste experimentelle Verwendung finden. Gleichzeitig werden allerdings Zweifel an der Gebrauchstauglichkeit von Gestensteuerungen geäußert. In einer Laborstudie wurde eine intuitiv empfundene 3-D-Gestensteuerung mit einer herkömmlichen Steuerung für einen mobilen Serviceroboter verglichen. Im Ergebnis wurde deutlich, dass die Gestensteuerung für die Steuerung eines Manipulatorarms des Roboters vielversprechend, aber für Fahraufgaben des mobilen Serviceroboters weniger gut geeignet ist, und es Bedarf nach Gestaltungsempfehlungen für den Entwurf von 3-D-Gesten und deren ergonomische Bewertung gibt.
Design and Evaluation of a Further Education for Persons Working in AAL Context.Heußner, M.; Löffler, B.; Schmidt, L. In Biomedical Engineering, 59(S1), pp. S447-S450. 2014.
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The aim of the TAAndem-project is to develop a common further education for people from different kinds of professions within the context of "Ambient Assisted Living" (AAL). The further education is addressed to geriatric nurses and craftsmen. The didactic method of tandem learning is applied, so people from various working fields can learn with and from each other. In this paper we will present our concept and the steps of development following the user centred design. Different aspects of the further education that are essential for the upcoming pilot run were tested among potential participants. Methods used were requirement analysis, questionnaire surveys, qualitative expert evaluations and empirical observations. The main result is that the didactic method of tandem learning is suitable for transmitting knowledge to our target group. Several results are given in the following article.
Predictability of Evolving Contacts and Triadic Closure in Human Face-to-Face Proximity Networks.Scholz, Christoph; Atzmueller, Martin; Kibanov, Mark; Stumme, Gerd. In Journal of Social Network Analysis and Mining, 4(217). 2014.
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Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face Proximity.Scholz, Christoph; Atzmueller, Martin; Stumme, Gerd. In CoRR, abs/1407.2161. 2014.
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Predictability of Evolving Contacts and Triadic Closure in Human Face-to-Face Proximity Networks.Scholz, Christoph; Atzmueller, Martin; Stumme, Gerd. In Journal of Social Network Analysis and Mining, 4(217). 2014.
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On the Predictability of Talk Attendance at Academic Conferences (Extended Version).Scholz, Christoph; Illig, Jens; Atzmueller, Martin; Stumme, Gerd. In CoRR, abs/1407.0613. 2014.
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On the Predictability of Talk Attendance at Academic Conferences.Scholz, Christoph; Illig, Jens; Atzmueller, Martin; Stumme, Gerd. In CoRR, abs/1407.0613. 2014.
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Beweisführung mittels ersetzend gescannter Dokumente.Nebel, M.; Roßnagel, A. In Neue Juristische Wochenschrift (NJW), pp. 886–891. 2014.
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Socially Compatible Technology Design.Roßnagel, Alexander; Jandt, Silke; Geihs, Kurt. K. David; K. Geihs; J. M. Leimeister; A. Roßnagel; L. Schmidt; G. Stumme; A. Wacker (eds.), pp. 175–190. 2014.
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Elektronische Wahlen durch Stimmzettelbelege? Untersuchung möglicher Umsetzungen des Öffentlichkeitsgrundsatzes.Henning, M.; Budurushi, J.; Volkamer, M. In MMR 2014, pp. 154–158. 2014.
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RoboGasInspector Research Project: Detecting Gas Leaks With Autonomous Mobile Robots.Habib, A.; Bonow, G.; Kroll, A.; Hegenberg, J.; Schmidt, L.; Barz, T.; Schulz, D. In Ex-Magazine, 40, pp. 91–97. 2014.
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Nine project partners developed the prototype of an autonomous mobile robot for detecting gas leaks in extensive industrial plants within the context of the "AUTONOMIK" programme of the German Federal Ministry for Economic Affairs and Energy. The system's autonomous mobility was put into practice using various sensors for auto-localisation and navigation. In addition, it includes an option to intervene manually in the process using teleoperation. Equipped with video and remote gas detection technology, the robot can carry out inspections in industrial plants without having to enter possible hazard areas and without any person present on site. The robot can be used for routine inspection of plants or systematic examination of specific parts of the plant. Using remote metrology technology, it is also possible to inspect parts of the plant that are difficult to inspect using traditional measuring instruments due to limited accessibility.
Sociotechnical Privacy: Mapping the Research Landscape.Ochs, Carsten; Ilyes, Petra. In Tecnoscienza. Italian Journal of Science & Technology Studies, 4(2), pp. 73–91. 2014.
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Examining the effect of different measurements of learning success in technology-mediated learning research research-in-progress.Janson, Andreas; Söllner, Matthias; Bitzer, Philipp; Leimeister, Jan Marco. 2014.
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This research-in-progress paper examines the effects of different measurement methods for learning success with respect to the empirical evaluation of technology-mediated learning (TML). We argue that the use of self-reported data for the major dependent variable of TML, learning success, is insufficient and a major validity threat of past research results; thus, we examine the effect of employed measurement methods in TML against the background of common method variance. We are currently conducting a study on the antecedents of learning success measured by three different approaches that include self-reported learning and objective learning success. By analyzing the data, we are able to investigate how different measurement approaches to learning success impact research findings. Our contribution to theory and practice is an assessment of the validity of self-reported learning success measures and the impact of different measurement approaches for the relationships in a TML model.
Flexibilität für den Anbieter und maßgeschneiderte Angebote für den Kunden - Modularisierung von Dienstleistungen in der Telemedizin.Peters, Christoph. In Effizienzbewertung von Dienstleistungskonfigurationen in der Telemedizin, K. Möller; W. Schultze (eds.), pp. 8–9. 2014.
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Systematische Modularisierung in Theorie und Praxis.Peters, Christoph; Elm, Christian; Leimeister, Jan Marco. In Krankenhaus-IT-Journal - Sonderausgabe zur conhIT 2014, pp. 14–17. 2014.
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From products to product-service systems: IT-driven transformation of a medical equipment manufacturer.Fähling, Jens; Köbler, Felix; Leimeister, Jan Marco; Krcmar, Helmut. In Journal of Information Technology Teaching Cases, (4), pp. 20–26. 2014.
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Interview: Telemedizin – Stand, Herausforderungen und Lösungsansätze.Peters, Christoph; Leimeister, Jan Marco. In Effizienzbewertung von Dienstleistungskonfigurationen in der Telemedizin, K. Möller; W. Schultze (eds.), pp. 10–11. 2014.
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The User in the Loop: Enabling User Participation for Self-adaptive Applications.Evers, C.; Kniewel, R.; Geihs, K.; Schmidt, L. In Future Generation Computer System, 34(5), pp. 110–123. 2014.
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Future computing systems must adjust to the user’s situations, habits, and intentions. Self-adaptive applications autonomously adapt to changing contexts without asking the user. However, the self-adaptive behaviour lacks of success if it does not correspond to the user’s personal interaction habits and intentions, particularly for complex scenarios with a high degree of user interaction. Concerning the interaction design, such adaptations can be irritating and distracting for the user if they do not match the current situation. In this article we provide a solution how to integrate the user in the self-adaptation feedback loop. The user will be able to influence the adaptation behaviour at run-time and in the long term by setting individual preferences. Consequently, we achieve a harmonisation between full application autonomy and user control. We implemented our generic concepts by extending an existing self-adaptation middleware with capabilities to respect the user’s application focus and interaction behaviour. A notification-based solution for user participation has been evaluated in a substantial user study with 62 participants. Although participants perceived much better control with our solution, the study made clear that notification design is specific for each adaptation type.
Why can’t I use my iPhone at work?: managing consumerization of IT at a multi-national organization.Weiß, Frank; Leimeister, Jan Marco. In Journal of Information Technology Teaching Cases, (4), pp. 11–19. 2014.
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Simulation Study.Roßnagel, A.; Schuldt, M.; Schulz, T.; Zirfas, J. In Interdisciplinary Design of Socio-technical Ubiquitous Systems, K. David; K. Geihs; J. M. Leimeister; A. Roßnagel; L. Schmidt; G. Stumme; A. Wacker (eds.), pp. 321–338. 2014.
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Service Systems Engineering - A Field for Future Information Systems Research.Böhmann Tilo; Leimeister, Jan Marco; Möslein Kathrin. In Business & Information Systems Engineering (BISE) (DOI: 10.1007/s12599-014-0314-8). 2014.
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Was wird aus der Datenschutzgrundverordnung? – Die Entschließung des Europäischen Parlaments über ein Verhandlungsdokument.Roßnagel, A.; Kroschwald, S. In Zeitschrift für Datenschutz, (10), pp. 495–500. 2014.
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Bewertung von Internetwahlsystemen für Sozialwahlen.Richtter, P.; Bräunlich, K.; Grimm, R.; Kahlert, A.; Roßnagel, A. In DuD, p. 75. 2014.
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Veranstaltungsbericht „Trusted Cloud Jahreskongress 2014".Wicker, M.; Kroschwald, S. In Kommunikation & Recht (K&R), Heft 9. 2014.
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Gleiche Daten, gleicher Wert? Ersetzendes Scannen.Roßnagel, A. In DATEV-Magazin, 21(2), pp. 18 – 20. 2014.
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Was wird aus der Datenschutzgrundverordnung?,.Roßnagel, A. In Zeitschrift für Datenschutz, (11), pp. 545–546. 2014.
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Neue Regeln für sichere elektronische Transaktionen – Die EU-Verordnung über elektronische Identifizierung und Vertrauensdienste.Roßnagel, A. In Neue Juristische Wochenschrift, (51), pp. 3686–3692. 2014.
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Arbeitgeberseitige Pflichten zur Offenlegung von Beschäftigungsbedingungen – Verfassungsrechtliche Grenzen.Roßnagel, A. In Demokratisierung von Gesellschaft und Arbeitswelt – Impulse für eine soziale Rechtspolitik, H.-B.-S. Gewerkschaftsbund/Friedrich-Ebert-Stiftung (ed.), pp. 107 – 116. 2014.
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Wem gehören die Daten im Fahrzeug?Roßnagel, A. In 52. Deutscher Verkehrsgerichtstag, pp. 257–284. 2014.
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Vorratsdatenspeicherung – wie geht es weiter?Roßnagel, A. In Multimedia und Recht, 7(2), pp. 73 – 74. 2014.
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Leitfaden – Vertragsgestaltung beim Cloud Computing.Wicker, M.; Sädtler, S.; Klodt, K.; Eble, G.; Glaus, A.; Duisberg, A.; Hajek, B.; Meents, J. G.; Borges, G.; Hilber, M. In Arbeitspapier der AG Rechtsrahmen, K. T. C. – A. R. des Cloud Computing (ed.). 2014.
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Haftungsfragen in der Cloud – Teil 1, Haftet der Cloud-Anbieter für Schäden beim Cloud-Nutzers?Wicker, Magda. In MultiMedia und Recht (MMR), Heft XI. 2014.
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Fahrzeugdaten - wer darf über sie entscheiden? Zuordnungen – Ansprüche – Haftung.Roßnagel, A. In Straßenverkehrsrecht, pp. 281–287. 2014.
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Ein anonymes Impressum? Profile in sozialen Netzwerken zwischen Anbieterkennzeichnung und Datenschutz.Richter, Philipp. In MMR, MMR (ed.), p. 517. 2014.
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Internetwahlen an Hochschulen - Rechtliche Anforderungen an die technische und rechtliche Gestaltung.Richter, P.; Roßnagel, A. In DuD, p. 93. 2014.
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Der gefilmte Stimmzettel - Smartphones und Smartglasses in der Wahlkabine?Richter, P.; Henning, M. In KommPWahlen, 9. 2014.
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The social distributional hypothesis: a pragmatic proxy for homophily in online social networks.Mitzlaff, Folke; Atzmueller, Martin; Hotho, Andreas; Stumme, Gerd. In Social Network Analysis and Mining, 4(1). Springer Vienna, 2014.
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Applications of the Social Web are ubiquitous and have become an integral part of everyday life: Users make friends, for example, with the help of online social networks, share thoughts via Twitter, or collaboratively write articles in Wikipedia. All such interactions leave digital traces; thus, users participate in the creation of heterogeneous, distributed, collaborative data collections. In linguistics, the
The Social Distributional Hypothesis.Mitzlaff, Folke; Atzmueller, Martin; Hotho, Andreas; Stumme, Gerd. In Journal of Social Network Analysis and Mining, 4(216). 2014.
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Verschlüsseltes Cloud Computing – Auswirkung der Kryptografie auf den Personenbezug in der Cloud.Kroschwald, S. In Zeitschrift für Datenschutz (ZD), pp. 75–80. 2014.
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Ubicon and its Applications for Ubiquitous Social Computing.Atzmueller, Martin; Becker, Martin; Kibanov, Mark; Scholz, Christoph; Doerfel, Stephan; Hotho, Andreas; Macek, Bjoern-Elmar; Mitzlaff, Folke; Mueller, Juergen; Stumme, Gerd. In New Review of Hypermedia and Multimedia, 20(1), pp. 53–77. 2014.
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Massive Open Online Courses.Wulf, Jochen; Blohm, Ivo; Brenner, Walter; Leimeister, Jan Marco. In WIRTSCHAFTSINFORMATIK, (56 (2), pp. 127–130. 2014.
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Data Mining on Social Interaction Networks.Atzmueller, Martin. In Journal of Data Mining and Digital Humanities, 1. 2014.
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Neue Maßstäbe für den Datenschutz in Europa. Folgerungen aus dem Urteil des EuGH zur Vorratsdatenspeicherung.Roßnagel, A. In Multimedia und Recht, (6), pp. 372 – 377. 2014.
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CrypTool 2.0. Open-Source Kryptologie für Jedermann.Kopal, Nils; Kieselmann, Olga; Wacker, Arno; Esslinger, Bernhard. In Datenschutz und Datensicherheit (DuD), (10/2014), pp. 701–708. 2014.
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Die Lernsoftware CrypTool 2.0 bietet Schülern, Studierenden und Kryptologie-Begeisterten einen einfachen Zugang in die Welt der Kryptographie und der Kryptoanalyse. Nach siebenjähriger Entwicklungszeit hat das CrypTool-2-Team die erste „Release-Version“ veröffentlicht. CrypTool 2.0 wird schon jetzt in Schulen, Hochschulen, Unternehmen und Behörden zur Ausbildung und Awareness-Bildung eingesetzt. Es ist Open-Source und kann von jedermann frei genutzt werden. CrypTool 2.0 beinhaltet eine Vielzahl von Verschlüsselungs- und Analyseverfahren, um deren Sicherheit im Selbststudium oder während eines Kryptologiekurses kennen zu lernen. Innerhalb dieses Artikels erhält der Leser einen kurzen Einblick in das CrypTool-Projekt und einen tiefergehenden in die Software CrypTool 2.0.
Use of smartphones for work and well-being in the evening: The role of autonomous and controlled motivation.Ohly, Sandra; Latour, Alessa. In Journal of Personnel Psychology, 13(4), pp. 174–183 (DOI:10.1027/1866. 2014.
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Recent research has revealed that use of smartphones for work in the evening is associated with lower well-being. In this study, based on self-determination theory, we examined the role of autonomous and controlled motivation for well-being in the evening. Hierarchical regression analyses using data from 1,714 working individuals revealed that work-related smartphone usage in the evening was positively related to psychological detachment, but unrelated to recovery and negative affect, and negatively related to positive affect. Autonomous motivation for smartphone usage in the evening was positively related to recovery, psychological detachment, and positive affect. Controlled motivation was significantly related to positive and negative affect in the expected direction. These results indicate that the motivation behind individuals’ smartphone use in the evening matters for their well-being.
Haftungsfragen in der Cloud – Teil 2, Haftungsbegrenzung des Cloud-Anbieters trotz AGB-Recht?Wicker, M. In MultiMedia und Recht (MMR) 2014, Heft XII. 2014.
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On the Development of Self-Adaptive Socially Aware Ubiquitous Computing Applications.Roßnagel, A.; Geihs, K.; Niemczyk, S.; Witsch, A. In it - information technology, 56(1), pp. 33–41. 2014.
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Gamification. Gestaltung IT-basierter Zusatzdienstleistungen zur Motivationsunterstützung und Verhaltensänderung.Blohm, I.; Leimeister, J. M. In WIRTSCHAFTSINFORMATIK. DOI: 10.1007/s11576-013-0368-0, 55(4), pp. 275–278. 2013.
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Sichere Internetwahlen - Ein rechtswissenschaftlich-informatisches Modell.Richter, P.; Bräunlich, K.; Grimm, R.; Roßnagel, A. Baden-Baden (ed.). 2013.
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Holistic and Law Compatible IT Security Evaluation: Integration of Common Criteria, ISO 27001/IT-Grundschutz and KORA,.Simic-Draws, D.; Neumann, S.; Kahlert, A.; Richter, P.; Grimm, R.; Volkamer, M.; Roßnagel, A. In IJISP, (3), pp. 16–35. 2013.
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Rechtliche Ausgestaltung sozialer Konferenzplattformen – Technische Lösungsansätze für datenschutzrechtliche Probleme.Skistims, H.; Zirfas, J.; Atzmüller, M.; Scholz, C.; Schulz, T. In Zeitschrift für Datenschutz (ZD), p. 60. 2013.
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Die elektronische Zukunft der Anwaltstätigkeit – Rechtsprobleme beim Outsourcing von Scan-Dienstleistungen.Jandt, Silke; Nebel, Maxi. In Neue Juristische Wochenschrift, (22), pp. 1570–1575. 2013.
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Gesellschaftlich notwendige Dienstleistungen.Peters, C.; Leimeister, J. M. In Gegenblende, (19), pp. 15–20. 2013.
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Besserer Internetdatenschutz für Europa – Vorschläge zur Spezifizierung der Datenschutz-Grundverordnung.Richter, P.; Nebel, M.; Roßnagel, A. In Zeitschrift für Datenschutz, (3), pp. 103–108. 2013.
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Funding from the crowd: An internet-based crowdfunding platform to support business set-ups from universities.Wieck, Enrico; Bretschneider, Ulrich; Leimeister, Jan Marco. In International Journal of Cooperative Information Systems (IJCIS), 22(3), p. 12. 2013.
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Holistic and Law Compatible IT Security Evaluation: Integration of Common Criteria.Richter, P.; Simić-Draws, D.; Neumann, S.; Kahlert, A.; Grimm, R.; Volkamer, M.; Roßnagel, A. In International Journal of Information Security and Privacy (IJISP), I. 27001/IT-Grundschutz; KORA (eds.), pp. 16–35. 2013.
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Multidimensionale Vorteilhaftigkeitsbetrachtung von Dienstleistungen am Beispiel Telemedizin.Georgi, Christian; Peters, Christoph. In CONTROLLING – Zeitschrift für erfolgsorientierte Unternehmenssteuerung, 25(10), pp. 528–535. 2013.
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Die Wahl ist geheim... so what? Big Data Mining im US-Wahlkampf. Und hier?, DÖV 2013, 961.Richter, Philipp. DÖV (ed.), p. 961. 2013.
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Durchsuchung in der Cloud - Nutzung von Cloud-Speichern und der strafprozessuale Zugriff deutscher Ermittlungsbehörden.Wicker, Magda. In MultiMedia und Recht (MMR), pp. 765–769. 2013.
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eID im Forschungsprozess.Johannes, P. C.; Potthoff, J.; Madiesh, M.; Hackel, S.; Neumair, B.; Roßnagel, A. In BSI (Hrsg.), Informationssicherheit stärken, Vertrauen in die Zukunft schaffen, Tagungsband 13. Deutscher IT-Sicherheitskongress 2013, 13. 2013.
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Entwurf einer EU-Verordnung über elektronische Identifizierung und Vertrauensdienste. Neue Regeln für elektronische Sicherheitsdienste.Johannes, P. C.; Roßnagel, A. In Zeitschrift für Datenschutz (ZD), pp. 65 – 72. 2013.
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Managing an IT carve-out at a multi-national enterprise teaching case description.Fähling J.; Leimeister, J. M.; Yetton, P.; Krcmar, H. In Journal of Information Technology Teaching Cases (DOI: 10.1057/jittc.2013.10), (3), pp. 106–110 (DOI: 10.1057/jittc.2013.10). 2013.
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Schutzmaßnahmen gegen datenschutzunfreundliche Smartphone-Apps - Technische Möglichkeiten und rechtliche Zulässigkeit des Selbstdatenschutzes bei Apps, DuD 2013, 720 (zusammen mit ).Richter, P.; Bodden, E.; Rasthofer, S.; Roßnagel, A. In DuD, (720). 2013.
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Rechtliche Ausgestaltung sozialer Konferenzplattformen.Schulz, Thomas; Skistims, Hendrik; Zirfas, Julia; Atzmueller, Martin; Scholz, Christoph. In ZD, 2, pp. 60–65. 2013.
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Factoring von Forderungen aus Behandlungsverträgen der Krankenhäuser - datenschutzrechtlich zulässig?Jandt, S.; Roßnagel, A. In Medizinrecht, (1), pp. 17 – 23. 2013.
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Informatische Modellierung der Prinzipien des gesetzlichen Gestaltungsspielraums im Hinblick auf Wahlsysteme.Henning, M.; Neumann, S.; Kahlert, A.; Jonker, A.; Volkamer, M. In Abstraktion und Applikation, Tagungsband des 16. Internationalen Rechtsinformatik Symposiums (IRIS), 16, Ö. C. Gesellschaft (ed.), pp. 277–284. 2013.
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Crowdtesting with testCloud – Managing the Challenges of a Crowdsourcing Intermediary.Zogaj, Shkodran; Bretschneider, Ulrich; Leimeister, Jan Marco. In Case Study Series; Reference no. 313-212-8. University of St. Gallen, 2013.
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Applying an Integrated Socio-Technical Design Method for Ubiquitous and Social Software – Experiences and Lessons Learned.Atzmueller, M.; Behrenbruch, K.; Hoffmann, A.; Kibanov, M.; Leimeister, J. M.; Roßnagel, A.; Macek, B. E.; Mueller, J.; Scholz, C.; Skistims, H.; Söllner, M.; Schmidt, L.; Stumme, G. In ICSE, (4), p. 126. 2013.
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Datenschutz bei Cloud Computing zwischen TKG, TMG und BDSG – Datenkategorien bei der Nutzung von Cloud-Diensten.Kroschwald, S.; Boos, C.; Wicker, M. In Zeitschrift für Datenschutz, pp. 205–210. 2013.
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Modeling the German Legal Latitude Principles.Henning, M.; Neumann, S.; Kahlert, A.; Richter, P.; Jonker, H.; Volkamer, M. In International Conference on Electronic Participation, 5, Springer (ed.), pp. 49–56. 2013.
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Awareness and Learning in Participatory Noise Sensing.Becker, Martin; Caminiti, Saverio; Fiorella, Donato; Francis, Louise; Gravino, Pietro; Haklay, Mordechai (Muki); Hotho, Andreas; Loreto, Vittorio; Mueller, Juergen; Ricchiuti, Ferdinando; Servedio, Vito D. P.; Sîrbu, Alina; Tria, Francesca. In PLOS ONE, 8(12), p. e81638. 2013.
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The development of ICT infrastructures has facilitated the emergence of new paradigms for looking at society and the environment over the last few years. Participatory environmental sensing, i.e. directly involving citizens in environmental monitoring, is one example, which is hoped to encourage learning and enhance awareness of environmental issues. In this paper, an analysis of the behaviour of individuals involved in noise sensing is presented. Citizens have been involved in noise measuring activities through the WideNoise smartphone application. This application has been designed to record both objective (noise samples) and subjective (opinions, feelings) data. The application has been open to be used freely by anyone and has been widely employed worldwide. In addition, several test cases have been organised in European countries. Based on the information submitted by users, an analysis of emerging awareness and learning is performed. The data show that changes in the way the environment is perceived after repeated usage of the application do appear. Specifically, users learn how to recognise different noise levels they are exposed to. Additionally, the subjective data collected indicate an increased user involvement in time and a categorisation effect between pleasant and less pleasant environments.
Verschlüsseltes Cloud Computing – Anwendung des Daten- und Geheimnisschutzrechts auf „betreibersichere“ Clouds am Beispiel der „Sealed Cloud“.Kroschwald, S. In Law as a Service (LaaS) – Recht im Internet- und Cloud-Zeitalter (Tagungsband DSRI Herbstakademie 2013), T. (Hrsg.) (ed.), pp. 289–308. 2013.
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Prêt à Voter Providing Everlasting Privacy.Henning, M.; Demirel, D.; van de Graaf, J.; Ryan, P. Y. A.; Buchmann, J. In E-Voting and Identity (VoteID), Springer (ed.), pp. 156 – 175. 2013.
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Ermittlungsmöglichkeiten in der Cloud – Vereitelt das Speichern in der Cloud die Zuständigkeit deutscher Ermittlungsbehörden?Wicker, Magda. In Jürgen Taeger (Hrsg.), Law as a Service (LaaS) – Recht im Internet- und Cloud-Zeitalter, Tagungsband der Herbstakademie 2013, 2, Edewecht (ed.), pp. 981–1000. 2013.
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Vote Casting in Any Preferred Constituency - A New Voting Channel.Henning, M.; Budurushi, J.; Volkamer, M. In E-Voting and Identity (VoteID), Springer (ed.), pp. 61 – 75. 2013.
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Wählen in beliebigen Wahlbezirken: Ein neuer Wahlkanal.Henning, M.; Budurushi, J.; Volkamer, M. In Abstraktion und Applikation, Tagungsband des 16. Internationalen Rechtsinformatik Symposiums (IRIS), 16, Ö. C. Gesellschaft (ed.), pp. 249–256. 2013.
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Forschungsprojekt RoboGasInspector: Gaslecksuche mit autonomen mobilen Robotern.Habib, A.; Bonow, G.; Kroll, A.; Hegenberg, J.; Schmidt, L.; Barz, T.; Schulz, D. In Technische Sicherheit, 3(5), pp. 10–15. 2013.
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Im Rahmen des Förderprogramms AUTONOMIK des Bundesministeriums für Wirtschaft und Technologie wurde in einem Konsortium aus neun Projektpartnern der Prototyp eines autonomen mobilen Roboters zur Gaslecksuche in ausgedehnten Industrieanlagen entwickelt. Anhand verschiedenartiger Sensorik zur Selbstlokalisation und Navigation wurde die autonome Beweglichkeit des Systems für beliebige Anlagen realisiert, mit der Option anhand von Teleoperation manuell in den Prozess einzugreifen. Ausgestattet mit Video- und Gasfernmesstechnik ist der Roboter imstande, Inspektionsaufgaben in Industrieanlagen durchzuführen, ohne in mögliche Gefahrenbereiche direkt einfahren zu müssen und ohne, dass ein Mensch vor Ort anwesend ist. Der Roboter kann zur routinemäßigen Inspektion von Anlagen oder zur gezielten Untersuchung spezifischer Anlagenteile eingesetzt werden. Dank der verwendeten Fernmesstechnik können auch Anlagenteile inspiziert werden, die aufgrund ihrer beschränkten Zugänglichkeit mittels herkömmlicher Messtechnik nur schwer zu inspizieren sind.
Exploratory Pattern Mining on Social Media using Geo-References and Social Tagging Information.Atzmueller, Martin; Lemmerich, Florian. In International Journal of Web Science (Special Issue on Social Web Search and Mining), 2(1/2). 2013.
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Die Simulationsstudie als Evaluationsmethode sozialverträglicher Technikgestaltung.Schuldt, M:; Roßnagel, A. In 10. Berliner Werkstatt Mensch-Maschine-Systeme - Grundlagen und Anwendungen der Mensch-Maschine-Interaktion. 2013.
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Recht auf Vergessen im Internet – Diskrepanz zwischen rechtlicher Zielsetzung und technischer Realisierbarkeit.Jandt, S.; Kieselmann, O.; Wacker, A. In Datenschutz und Datensicherheit DuD, pp. 235–241. 2013.
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Factoring von Forderungen aus Behandlungsverträgen der Krankenhäuser.Jandt, S.; Roßnagel, A. In Medizinrecht, pp. 17–23. 2013.
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The user in the loop: Enabling user participation for self-adaptive applications.Evers, Christoph; Kniewel, Romy; Geihs, Kurt; Schmidt, Ludger. In Future Generation Computer Systems. 2013.
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Abstract Future computing systems must adjust to the user’s situations, habits, and intentions. Self-adaptive applications autonomously adapt to changing contexts without asking the user. However, the self-adaptive behaviour lacks of success if it does not correspond to the user’s personal interaction habits and intentions, particularly for complex scenarios with a high degree of user interaction. Concerning the interaction design, such adaptations can be irritating and distracting for the user if they do not match the current situation. In this article we provide a solution how to integrate the user in the self-adaptation feedback loop. The user will be able to influence the adaptation behaviour at run-time and in the long term by setting individual preferences. Consequently, we achieve a harmonization between full application autonomy and user control. We implemented our generic concepts by extending an existing self-adaptation middleware with capabilities to respect the user’s application focus and interaction behaviour. A notification-based solution for user participation has been evaluated in a substantial user study with 62 participants. Although participants perceived much better control with our solution, the study made clear that notification design is specific for each adaptation type.
Gamification. Design of IT-Based Enhancing Services for Motivational Support and Behavioral Change.Blohm, I.; Leimeister, J. M. In Business & Information Systems Engineering (BISE). DOI: 10.1007/s12599-013-0273-5, (5 (4), pp. 275–278. 2013.
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User-Relatedness and Community Structure in Social Interaction Networks.Mitzlaff, Folke; Atzmueller, Martin; Benz, Dominik; Hotho, Andreas; Stumme, Gerd. In CoRR/abs, 1309.3888. 2013.
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Modulare Softwarearchitektur für Mehrwertanwendungen der deutschen Gesundheitstelematik.Dünnebeil, S.; Sunyaev, A.; Leimeister, J. M.; Krcmar, H. In WIRTSCHAFTSINFORMATIK, 55(1), pp. 3–18; DOI: 10.1007/s11576. 2013.
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Personal Information Dashboard: Putting the Individual Back in Control.Buchmann, J.; Nebel, M.; Roßnagel, A.; Shirazi, F.; Simo, H.; Waidner, M. In Digital Enlightenment Yearbook 2013, Hildebrandt; O’Hara; Waidner (eds.), pp. 139 – 164. 2013.
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Auf dem Weg zur elektronischen Verwaltung – das E-Government-Gesetz.Roßnagel, A. In Neue Juristische Wochenschrift, (37), pp. 2710–2716. 2013.
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Schutzmaßnahmen gegen datenschutzunfreundliche Smartphone-Apps - Technische Möglichkeiten und rechtliche Zulässigkeit des Selbstdatenschutzes bei Apps.Bodden, E.; Rasthofer, S.; Richter, P.; Roßnagel, A. In DuD, pp. 720–725. 2013.
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Challenging the Need for Transparency, Controllability, and Consistency in Usable Adaptation Design.Kniewel, R.; Evers, C.; Schmidt, L.; Geihs, K. In Electronic Communications of the EASST : Proceedings of the Combined Workshop on Self-organizing, Adaptive, and Context- Sensitive Distributed Systems and Self-organized Communication in Disaster Scenarios (Stuttgart 2013), 56, pp. 2–13. 2013.
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Adaptive applications constitute the basis for many ubiquitous computing scenarios as they can dynamically adapt to changing contexts. The usability design principles transparency, controllability, and consistency have been recommended for the design of adaptive interfaces. However, designing self-adaptive applications that may act completely autonomous is still a challenging task because there is no set of usability design guidelines. Applying the three principles in the design of the five different adaptations of the mobile adaptive application Meet-U revealed as difficult. Based on an analysis of the design problem space, we elaborate an approach for the design of usable adaptations. Our approach is based on a notification design concept which calculates the attention costs and utility benefits of notified adaptations by varying the design aspects transparency and controllability. We present several designs for the adaptations of Meet\hbox{-}}U. The results of a user study shows that the notification design approach is beneficial for the design of adaptations. Varying transparency and controllability is necessary to adjust an adaptation’s design to the particular context of use. This leads to a partially inconsistent design for adaptations within an application.
Arenen des Demokratischen Experimentalismus. Zur Konvergenz von nordamerikanischem und französischem Pragmatismus.Lamla, Jörn. In Berliner Journal für Soziologie, 23, pp. 345–365. 2013.
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Crowdsourcing: How to Benefit from (Too) Many Great Ideas.Blohm, Ivo; Leimeister, Jan Marco; Krcmar, Helmut. In MIS Quarterly Executive, 12(4), pp. 199–211. 2013.
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Pro & Contra: Videoüberwachung im öffentlichen Raum?Roßnagel, A. In Zeitschrift für Rechtspolitik, (4), p. 126. 2013.
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Besserer Internetdatenschutz für Europa - Vorschläge zur Spezifizierung der DS-GVO.Roßnagel, A; Nebel, M.; Richter, P. In ZD, p. 103. 2013.
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„Die Gerichte haben gescannte Dokumente als Beweismittel grundsätzlich akzeptiert“.Roßnagel, A. In Neue Juristische Wochenschrift - Aktuell, (51), p. 12. 2013.
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Elektronische Formulare im Verwaltungsverfahren - Neue Form des Schriftformersatzes, Multimedia und Recht (MMR), 11/2013, S. 694 – 700.Johannes, Paul C. In Multimedia und Recht, pp. 694 – 700. 2013.
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Big Data - Small Privacy ?Roßnagel, A. In Zeitschrift für Datenschutz, (11), pp. 562–567. 2013.
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A Comparative Study of Governmental One-Stop Portals for Public Service Delivery.Kohlborn, Thomas; Korthaus, Axel; Peters, Christoph; Fielt, Erwin. In International Journal of Intelligent Information Technologies (IJIIT), 9(3), pp. 1–19. 2013.
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Corrigendum to “Electronic data capture in healthcare—NFC as easy way for self-reported health status information” [Health Policy Technol. 1 (2012) 137—144].Prinz, Andreas; Menschner, Phillip; Maier, André; Holm, Teresa; Meyer, Thomas; Leimeister, Jan Marco. In Health Policy and Technology (ISSN: 2211-8837). 2013.
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The Effect of Rating Scales on Decision Quality and User Attitudes in Online Innovation Communities.Riedl, C.; Blohm, I.; Leimeister, J. M.; Krcmar, H. In International Journal of Electronic Commerce (IJEC), (17(3), pp. 7–36. 2013.
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Sicherstellung der Compliance von Sekundärsystemen bei digitaler Betriebsprüfung.Klotz, M.; Sulk, I.; Wieck, E. In HMD - Praxis der Wirtschaftsinformatik, (289), pp. 61–69. 2013.
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Elektronische Datenerfassung im Gesundheitswesen – Near Field Communication NFC als intuitive Möglichkeit zur Patientenselbstbewertung.Prinz, Andreas; Leimeister, Jan Marco. In conhIT Krankenhaus-IT-Journal, pp. 16–17. 2013.
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Modular Architecture of Value-Added Applications for German Healthcare Telematics.Dünnebeil, S.; Sunyaev, A.; Leimeister, J. M.; Krcmar, H. In Business & Information Systems Engineering (BISE), 5(1), pp. 3–16; DOI: 10.1007/s12599. 2013.
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Deeper Into the Folksonomy Graph: FolkRank Adaptations and Extensions for Improved Tag Recommendations.Landia, Nikolas; Doerfel, Stephan; Jäschke, Robert; Anand, Sarabjot Singh; Hotho, Andreas; Griffiths, Nathan. In cs.IR, 1310.1498. 2013.
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The information contained in social tagging systems is often modelled as a graph of connections between users, items and tags. Recommendation algorithms such as FolkRank, have the potential to leverage complex relationships in the data, corresponding to multiple hops in the graph. We present an in-depth analysis and evaluation of graph models for social tagging data and propose novel adaptations and extensions of FolkRank to improve tag recommendations. We highlight implicit assumptions made by the widely used folksonomy model, and propose an alternative and more accurate graph-representation of the data. Our extensions of FolkRank address the new item problem by incorporating content data into the algorithm, and significantly improve prediction results on unpruned datasets. Our adaptations address issues in the iterative weight spreading calculation that potentially hinder FolkRank's ability to leverage the deep graph as an information source. Moreover, we evaluate the benefit of considering each deeper level of the graph, and present important insights regarding the characteristics of social tagging data in general. Our results suggest that the base assumption made by conventional weight propagation methods, that closeness in the graph always implies a positive relationship, does not hold for the social tagging domain.

2012[ to top ]

Towards an Approach for Developing Socio-Technical Ubiquitous Computing Applications.Hoffmann, Axel; Söllner, Matthias; Fehr, Alexander; Hoffmann, Holger; Leimeister, Jan Marco. In Informatik 2011 - Informatik schafft Communities. Beiträge der 41. Jahrestagung der Gesellschaft für Informatik e.V. (GI), P-192(41), pp. 1–15. LNI, Berlin, Germany, 2012.
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The purpose of the paper is to make a step towards a development approach for ubiquitous computing application. Therefore, we answer the following research questions: first, what is ubiquitous computing; second, which challenges of ubiquitous system development poses the particular nature of ubiquitous computing; and third, how to overcome these challenges by combining development methods from different fields. Major challenges in ubiquitous application development are a) dissociation from known user-interfaces, b) end users’ difficulties imagining ubicomp possibilities in participatory design settings, c) easy ubicomp application evaluation exceeds possibilities of current prototyping approaches, d) supporting user acceptance for ubicomp technologies is hence limited and e) the impact on society e.g. when introducing concealed sensors for ubicomp systems. This paper elaborates the specific challenges, analyzes to what extend existing development methods can be used to overcome these challenges, and introduces the VENUS approach for developing ubiquitous computing applications including methods for deriving requirements from law to ensure legally and socially compatible technology design, and trust to increase user acceptance of the developed applications.
Vertragstypologische Einordnung von Cloud Computing-Verträgen.Wicker, M. In MultiMedia und Recht (MMR), pp. 783–788. 2012.
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RFID-Technologie für das Eventmanagement.Bretschneider, Ulrich; Leimeister, Jan Marco. In WiK-Zeitschrift für die Sicherheit der Wirtschaft, (5), pp. 38–40. 2012.
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Crowdsourcing: Crowdfunding, Crowdvoting, Crowdcreation.Leimeister, J. M. In Zeitschrift für Controlling und Management (ZFCM), (56), pp. 388–392. 2012.
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Rechtliche Möglichkeiten und Grenzen einer Verknüpfung des europäischen Emissionshandelssystems mit der amerikanischen „Regional Greenhouse Gas Initiative“.Volmert, B.; Roßnagel, A:; Henschel, A. In ZUR, 666-675. 2012.
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Legal Assessment for Context Prediction Techniques.Voigtmann, C.; David, K.; Skistim, H.; Roßnagel, A. In IEEE, pp. 1–5. 2012.
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Transparentes eVoting - Elektronische Kandidatenauswahl und automatisierte Stimmermittlung am Beispiel hessischer Kommunalwahlen.Henning, M.; Volkamer, M.; Budurushi, J. In Die Öffentliche Verwaltung (DÖV), pp. 789 – 796. 2012.
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A requirements data model for product service systems.Berkovich, Marina; Leimeister, Jan Marco; Hoffmann, Axel; Krcmar, Helmut. In Requirements Engineering, 19(2), S. London (ed.), pp. 161–186. 2012.
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Towards Trust-Based Software Requirement Patterns.Hoffmann, Axel; Söllner, Matthias; Hoffmann, Holger; Leimeister, Jan Marco. In SSRN eLibrary. SSRN, https://ssrn.com/paper2484458, 2012.
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Users adopt trust to reduce social complexity that can be caused by the lack of knowledge about the inner working of an information system. Our aim is to translate results from trust research about the transformation of user trust in new technologies into software requirement patterns. Therefore, we collect antecedents that build trust, and develop requirement patterns that demand functionality to support these antecedents. This paper presents software requirement patterns consisting of the name, the goal, forces and the pre-defined requirement template that can be used to specify trust based requirements.
Consumerization. IT-Innovationen aus dem Konsumentenumfeld als Herausforderung für die Unternehmens-IT.Weiß, F.; Leimeister, J. M. In WIRTSCHAFTSINFORMATIK, 54(6), pp. 351–354. 2012.
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Consumerization. IT innovations from the consumer market as a challenge for corporate IT.Weiß, F.; Leimeister, J. M. In Business & Information Systems Engineering, 4(6), pp. 363–366. 2012.
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Twenty Software Requirement Patterns to Specify Recommender Systems that Users Will Trust.Hoffmann, Axel; Söllner, Matthias; Hoffmann, Holger. In SSRN eLibrary. SSRN, https://ssrn.com/paper2484462, 2012.
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Trust has been shown as a crucial factor for the adoption of new technologies. Surprisingly, trust literature offers very little guidance for systematically integrating the vast amount of insights from behavioral research on trust into the development of computing systems. The aim of this article is to translate results from behavioral sciences into software requirement patterns that address user trust in recommender systems. Software requirement patterns are used in requirements engineering to recognize important and recurring issues and reduce the effort of compiling a list of software requirements. We collected antecedents that build trust, and developed software requirement patterns that demand functionality to support these antecedents. This paper contributes by presenting software requirement patterns consisting of the name, the goal and the pre-defined requirement template that can be used to specify trust requirements in recommender system development projects.
Mining Social Media: Key Players, Sentiments, and Communities.Atzmueller, Martin. In WIREs: Data Mining and Knowledge Discovery, In Press. 2012.
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Mining Social Media.Atzmueller, Martin. In Informatik Spektrum, 35(2), pp. 132–135. 2012.
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Lizenzierungsbedarf beim Cloud Computing – Welche Rechte zur Nutzung von Software benötigen Anbieter und Nutzer von Cloud Computing?Wicker, M.; Glaus, A.; Hajek, B.; Hilber, M.; Klodt, K.; Reintzsch, D.; Riffer, C.; Städtler, S. In Arbeitspapier der AG Rechtsrahmen, Kompetenzzentrum Trusted Cloud – AG Rechtsrahmen des Cloud Computing (Hrsg.). 2012.
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Relatedness of Given Names.Mitzlaff, Folke; Stumme, Gerd. In Human Journal, 1(4), pp. 205–217. Academy of Science and Engineering, 2012.
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As a result of the author's need for help in finding a given namefor the unborn baby, nameling, a search engine for given names, based on data from the ``Social Web'' was born. Within less than six months, more than 35,000 users accessed nameling with more than 300,000 search requests, underpinning the relevance of the underlying research questions. The present work proposes a new approach for discovering relations among given names, based on co-occurrences within Wikipedia. In particular, the task of finding relevant names for a given search query is considered as a ranking task and the performance of different measures of relatedness among given names are evaluated with respect to nameling's actual usage data. We will show that a modification for the PageRank algorithm overcomes limitations imposed by global network characteristics to preferential PageRank computations. By publishing the considered usage data, the research community is stipulated for developing advanced recommendation systems and analyzing influencing factors for the choice of a given name.
Datenschutzgerechte Gestaltung von kontextvorhersagenden Algorithmen.David, K.; Roßnagel, A.; Skistims, H.; Voigtmann, C. In Datenschutz und Datensicherheit (DuD), (1), pp. 31–36. 2012.
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Datenschutz bei Internetdiensten nach der DS-GVO – Vergleich der deutschen Rechtslage mit dem Kommissionsentwurf.Nebel, Maxi; Richter, Philipp. In Zeitschrift für Datenschutz (ZD), pp. S. 407–413. 2012.
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Virtual Learning Communities: Success Factors and Challenges.Wegener, R.; Leimeister, J. M. In International Journal of Technology Enhanced Learning (IJTEL), 4(5/6), pp. 383–397. 2012.
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Scenario planning for innovation development: an overview of different innovation domains.Fähling, J.; Huber, M. J.; Böhm, F.; Leimeister, J. M.; Krcmar, H. In Int. J. Technology Intelligence and Planning (IJTIP), 8(2), pp. 95–114. 2012.
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Evaluation of Folksonomy Induction Algorithms.Strohmaier, Markus; Helic, Denis; Benz, Dominik; Körner, Christian; Kern, Roman. In Transactions on Intelligent Systems and Technology. 2012.
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Determinants of physicians’ technology acceptance for e-health in ambulatory care.Dünnebeil, Sebastian; Sunyaev, Ali; Blohm, Ivo; Leimeister, Jan Marco; Krcmar, Helmut. In International Journal of Medical Informatics, (81), pp. 746–760. 2012.
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Datenschutzrechtliche Lösungen für Cloud Computing.Wicker, M.; Behling, T.; Bergner, J.; Borges, G.; Cellarius, M.; Duisberg, A.; Eckhard, J.; Glaus, A.; Hajek, B.; Hartmann, W.; Hilber, M.; Jäger, H.; Klodt, K.; Kramer, R.; Lanndvogt, J.; Lepper, U.; Marnau, N.; Meents, G.; Rüdiger, M.; Sädtler, S.; Schiefer, G.; Schulz, G.; Taeger, J.; Trusch, B.; Ulmer, C.-D.; v. Bülow, T. In Rechtspolitisches Thesenpapier der AG Rechtsrahmen, Kompetenzzentrum Trusted Cloud – AG Rechtsrahmen des Cloud Computing (Hrsg.). 2012.
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Hemmnisse bei der Nutzung von Cloud Computing im B2B-Bereich und die Zuordnung dieser zu den verschiedenen Vertrauensbeziehungen.Gebauer, Lysann; Söllner, Matthias; Leimeister, Jan Marco. In ConLife 2012 Academic Conference. Cologne, Germany, 2012.
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Die Nutzung von Cloud Computing (CC) im B2B-Bereich ist zurückhaltend, da viele Hemmnisseexistieren. Bisherige Forschungsarbeiten zeigen, dass die Nutzung neuer Technologien, durch denAufbau von Vertrauen und die Verminderung der Risikowahrnehmung, erhöht werden kann. Umdiese Forschungsergebnisse auch für CC zu verwerten, gilt es als Grundlage die bestehendenNutzungshemmnisse von potentiellen CC-Anwendern im B2B-Bereich zu identifizieren undherauszuarbeiten, welche Akteure bei der Bildung von Vertrauen im CC-Umfeld von Bedeutungsind. Diese Grundlage soll mit dem vorliegenden Beitrag geschaffen werden. Zur Identifikationder bestehenden Nutzungshemmnisse wird ein systematischer Literatur Review durchgeführt.Anhand der im CC-Umfeld beteiligten Stakeholder werden ein Vertrauensnetzwerk und dieentsprechenden Vertrauensbeziehungen, die ein potentieller CC-Anwender aufbauen muss,abgeleitet. Dabei umfasst das Vertrauensnetzwerk alle Akteure, die bei der Bildung von Vertrauenim CC-Umfeld beteiligt sind. Abschließend werden die identifizierten Nutzungshemmnisse denVertrauensbeziehungen bzw. den beteiligten Akteuren zugeordnet. Demzufolge sind dieErgebnisse des Beitrages eine tabellarische Übersicht über die möglichen Nutzungshemmnisse von CC im B2B-Bereich, ein speziell auf das CC-Umfeld zugeschnittene Vertrauensnetzwerk und die Zuordnung der identifizierten Nutzungshemmnisse zu den Vertrauensbeziehungen. Damit liefertder Beitrag für die Forschung als auch für die Praxis eine prägnante Zusammenstellung derNutzungshemmnisse von CC im B2B-Bereich und einen ersten Überblick, welche Akteure bei derVertrauensbildung relevant sind.
Computer Acceptance of Older Adults.Nägle, S.; Schmidt, L. In Work, 41, pp. 3541–3548. 2012.
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Even though computers play a massive role in everyday life of modern societies, older adults, and especially older women, are less likely to use a computer, and they perform fewer activities on it than younger adults. To get a better understanding of the factors affecting older adults’ intention towards and usage of computers, the Unified Theory of Acceptance and Usage of Technology (UTAUT) was applied as part of a more extensive study with 52 users and non-users of computers, ranging in age from 50 to 90 years. The model covers various aspects of computer usage in old age via four key constructs, namely performance expectancy, effort expectancy, social influences, and facilitating conditions, as well as the variables gender, age, experience, and voluntariness it. Interestingly, next to performance expectancy, facilitating conditions showed the strongest correlation with use as well as with intention. Effort expectancy showed no significant correlation with the intention of older adults to use a computer.
Zulässigkeit von Cloud Computing für Berufsgeheimnisträger: Strafbarkeit von Anwälten und Ärzten durch die Cloud?Wicker, M.; Kroschwald, S. In Jürgen Taeger (Hrsg.), IT und Internet – mit Recht gestalten, Tagungsband Herbstakademie 2012, Edewecht.., pp. 733–758. 2012.
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Tagungsbericht: Jahreskongress Trusted Cloud.Wicker, M.; Kroschwald, S. In Kommunikation & Recht (K&R), 12, p. V-VI. 2012.
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Vertrauensunterstützung für sozio-technische ubiquitäre Systeme.Söllner, M.; Hoffmann, A.; Hoffmann, H.; Leimeister, J. M. In Zeitschrift für Betriebswirtschaft, 2012(Supplement 4), pp. 109–140. 2012.
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VertrauensaufbauundVertrauensunterstützungsinderfolgskritischfürdieAd- option neuer IT-Systeme. Umso erstaunlicher ist, dass in der Literatur kaum etwas zur systematischen Integration der Vielzahl an verhaltensorientierten Erkenntnissen zu Vertrauen in und um IT-Systeme in deren Entwicklung zu finden ist. Das Ziel dieses Artikels ist die Entwicklung einer Methode zur Ableitung vertrauensunterstützender Komponenten für sozio-technische ubiquitäre Systeme. Die Methode wird exemplarisch auf die Entwicklung einer ubiquitären Restaurantempfehlungsanwen- dung angewandt. Die Anwendung wird hierdurch um vier vertrauensunterstützende Komponenten angereichert. Die so entwickelte Anwendung wird anschließend im Rahmen eines Laborexperiments mit 166 Probanden evaluiert. Hierbei wird gezeigt, dass sowohl das Vertrauen in das sozio-technische ubiquitäre System, als auch die Absicht es zu nutzen signifikant erhöht werden konnten. Soweit es den Autoren bekannt ist, beschreibt dieser Artikel als Erster, wie Vertrauen in systematischer Art und Weise in die Entwicklung sozio-technischer ubiquitärer Systeme einbezogen werden und welchen Nutzen dies stiften kann.
Managing IT in a Business Unit Divestiture.Leimeister, Jan Marco; Böhm, Markus; Yetton, Phillip. In MIS Quarterly Executive, 11(1), pp. 37–48. 2012.
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Wireless Visions: A Look to the Future by the Fellows of the WWRF.David, K.; Jefferies, N. In IEEE Vehicular Technology Magazine, 7(4), pp. 26–36. 2012.
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In less than two decades, mobile communication has developed from a niche application to a mass-market high-tech product, having experienced an unprecedented growth, never achieved by any other technology, whether radio, television, or even the Internet. Thirteen well-known experts, all of them honored as WWRF Fellows, have been interviewed and shared their expertise and opinions on ten questions about the wireless future, as presented here. The answers span a wide field from air interfaces, networks, devices, applications, to new ways of interaction, to name a few. Although the ideas and views presented here are not one common vision, they should provide stimulating ideas and questions for future research, and it will be exciting to see how things are really going to develop. The Fellows' ideas also clearly show the fascination, impact, and opportunities wireless communications has and will have in the future.
Investigation of Context Prediction Accuracy for Different Context Abstraction Levels.Sigg, S.; Gordon, D.; v. Zengen, G.; Beigl, M.; Haseloff, S.; David, K. In IEEE Transactions on Mobile Computing, 11(6), pp. 1047–1059. 2012.
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Context prediction is the task of inferring information about the progression of an observed context time series based on its previous behaviour. Prediction methods can be applied at several abstraction levels in the context processing chain. In a theoretical analysis as well as by means of experiments we show that the nature of the input data, the quality of the output, and finally the flow of processing operations used to make a prediction, are correlated. A comprehensive discussion of basic concepts in context prediction domains and a study on the effects of the context abstraction level on the context prediction accuracy in context prediction scenarios is provided. We develop a set of formulae that link scenario-dependent parameters to a probability for the context prediction accuracy. It is demonstrated that the results achieved in our theoretical analysis can also be confirmed in simulations as well as in experimental studies.
Kanzleien und Praxen in der Cloud – Strafbarkeit nach § 203 StGB.Wicker, M.; Kroschwald, S. In Computer und Recht (CR), pp. 758–764. 2012.
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Technologiegestützte Dienstleistungsinnovation in der Gesundheitswirtschaft.Shire, K.A.; Leimeister, J. M. Gabler Verlag, ISBN: 978-3834935052, Wiesbaden, Germany, 2012.
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Partial Verifiability in POLYAS for the GI Elections.Maina Olembo, M.; Kahlert, Anna; Neumann, Stephan; Volkamer, Melanie. In International Conference on Electronic Voting 2012 (EVOTE2012), 5th, pp. 95–109. 2012.
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Die Entwicklung der BSI-Richtlinie für das rechtssichere ersetzende Scannen.Schumacher, A.; Grigorjew, O.; Hühnlein, D.; Jandt, S. In Lecture Notes in Informatics, Auf dem Weg zu einer offenen, smarten und vernetzten Verwaltungskultur, 197, G. für Informatik (ed.), pp. 127–136. 2012.
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Vertrauen als Designaspekt – Systematische Ableitung vertrauensunterstützender Komponenten am Beispiel einer mobilen Anwendung.Söllner, Matthias; Hoffmann, Axel; Hoffmann, Holger; Leimeister, Jan Marco. In VHB Jahrestagung 2011, (73). Kaiserslautern, Germany, 2012.
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Vertrauensaufbau und Vertrauensunterstützung sind erfolgskritisch für die Adoption neuer IT-Systeme. Umso erstaunlicher ist, dass in der Literatur kaum etwas zur systematischen Integration der Vielzahl an verhaltensorientierten Erkenntnissen zu Vertrauen in und um IT-Systeme in deren Entwicklung zu finden ist. Das Ziel dieses Artikels ist die Entwicklung einer Methode zur Ableitung vertrauensunterstützender Komponenten für sozio-technische ubiquitäre Systeme. Die Methode wird exemplarisch auf die Entwicklung einer ubiquitären Restaurantempfehlungsanwendung angewandt. Die Anwendung wird hierdurch um vier vertrauensunterstützende Komponenten angereichert. Die so entwickelte Anwendung wird anschließend im Rahmen eines Laborexperiments mit 166 Probanden evaluiert. Hierbei wird gezeigt, dass sowohl das Vertrauen in das sozio-technische ubiquitäre System, als auch die Absicht es zu nutzen signifikant erhöht werden konnten. Soweit es den Autoren bekannt ist, beschreibt dieser Artikel als Erster, wie Vertrauen in systematischer Art und Weise in die Entwicklung sozio-technischer ubiquitärer Systeme einbezogen werden und welchen Nutzen dies stiften kann.
How to use behavioral research insights on trust for HCI system design.Söllner, Matthias; Hoffmann, Axel; Hoffmann, Holger; Leimeister, Jan Marco. In SSRN Electronic Journal. 2012.
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Trust has been shown to be a major antecedent of technology acceptance and usage. Consequently, behavioral research has created vast insights on trust building. However, only a small fraction of the existing literature also shows ways of systematically including these insights into system design. Hence, the potential of most behavioral insights on trust for developing new systems often remains only partly realized. To alleviate this problem, we present a way to systematically derive trust-supporting design elements using trust theory. Using a laboratory experiment, we show that the trust-related design elements derived from theory are regarded as being important by the participants, and significantly increased their trust in a restaurant recommendation system as well as in their intention to use it in the future.
Scorecard im Einsatz: Controlling von Innovationscommunities.Blohm, Iva; Rieger, Markus; Leimeister, Jan Marco; Krcmar, Helmut. In Journal Arbeit, 11(1), pp. 31–32. 2012.
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Datenschutz bei kommunizierenden Assistenzsystemen Wird die informationelle Selbstbestimmung von der Technik überrollt?Schulz, T.; Roßnagel, A.; David, K. In ZD, pp. 510–515. 2012.
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Engineering and the Problem of Moral Overload.van den Hoven, Jeroen; Lokhorst, Gert-Jan; van de Poel, Ibo. In Science and Engineering Ethics, 18(1), pp. 143–155. 2012.
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Dienstleistungsfreiheit, Wettbewerbsschutz und Urheberrecht im Satellitenfernsehen – Auswirkungen des EuGH-Urteils zu territorialen Exklusivitätsvereinbarungen von Lizenzen.Ranke, J.; Roßnagel, A. In Multimedia und Recht (MMR), (3), pp. 152–157. 2012.
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Noch einmal: Spannungsverhältnis zwischen Datenschutzrecht und Ethik – am Beispiel der smarten Video-Überwachung,.Roßnagel, A.; Desoi, M.; Hornung, G. In Zeitschrift für Datenschutz, (10), pp. 459 – 462. 2012.
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One Device Fits All? – Ein Endgerät für mehrere Arbeitgeber – Rechtliche Bewertung und Handlungsempfehlungen.Jandt, Silke; Steidle, Roland. In Computer und Recht (CR), BYID (ed.), pp. 338–344. 2012.
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Rechtlicher Schutz vor Staatstrojanern?Roßnagel, A.; Skistims, H. In Zeitschrift für Datenschutz (ZD), (1), pp. 3–7. 2012.
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Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSo-nonmy.Roßnagel, A.; Lerch, H.; Krause, B.; Hotho, A.; Stumme, G. In Informatik-Spektrum, 33(1), pp. 12–23. 2012.
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Wasserrechtliche Bewertung der unkonventionellen Erdgasförderung mittels Fracking.Roßnagel, A.; Henschel, A.; Polzer, A. In Wasser und Abfall, pp. 16–19. 2012.
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The legalities of a nuclear shutdown.Roßnagel, A.; Henschel, A. 2012.
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Electronic Data Capture in HealthCare - NFC as Easy Way for Self reported Health Status Information.Prinz, A.; Menschner, P.; Leimeister, J. M. In Health Policy and Technology, 1(3). 2012.
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Rechtsetzung zu Sicherheitsdiensten: Europäisierung ja, Monopolisierung nein!Roßnagel, A. In MMR, pp. 781–782. 2012.
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Anwendung der TR-RESISCAN und TR-ESOR im Gesundheitswesen.Hühnlein, Detlef; Jandt, Silke; Korte, Ulrike; Nebel, Maxi; Schumacher, Astrid. G.-L. GI-GMDS-Jahrestagung 2012 (ed.). 2012.
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Mobile Systeme im Gesundheitswesen - NFC-basiertes Electronic Data Capturing.Prinz, A.; Leimeister, J. M. In HMD Praxis der Wirtschaftsinformatik, 286, pp. 73–82. dpunkt Verlag, Heidelberg, Germany, 2012.
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Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy.Krause, Beate; Lerch, Hana; Hotho, Andreas; Roßnagel, Alexander; Stumme, Gerd. In Informatik Spektrum, 35(1), pp. 12–23. 2012.
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Haftung von Anbietern kollaborativer Internetplattformen – Störerhaftung für User Generated Content?Krieg, R.; Kartal-Aydemir, A. In MMR, (10), pp. 647 – 652. 2012.
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Towards a competency model for requirements analysts.Klendauer, Ruth; Berkovich, Marina; Gelvin, Richard; Leimeister, Jan Marco; Krcmar, Helmut. In Information Systems Journal (ISJ), 22(6), pp. 475–503. 2012.
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Der symbolische Wert der Popmusik. Zur Genese und Struktur des popmusikalischen Feldes.Kropf, J. In Berliner Journal für Soziologie, 22(2), pp. 267–292. 2012.
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Produktivitätssteigerungen durch telemedizinische Dienstleistungen.Peters, C.; Leimeister, J. M. In Krankenhaus-IT-Journal, (2), pp. 22–23. 2012.
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Die Bedeutung von nationaler Kultur für die Gestaltung von Informationssystemen.Kummer, T.-F.; Leimeister, J. M.; Bick, M. In WIRTSCHAFTSINFORMATIK, 54(6), pp. 303–318. 2012.
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enstleistungsfreiheit, Wettbewerbsschutz und Urheberrecht im Satellitenfernsehen – Auswirkungen des EuGH-Urteils zu territorialen Exklusivitätsvereinbarungen von Lizenzen.Ranke, J.; Roßnagel, A. In Multimedia und Recht, 15(3), pp. 152–157. 2012.
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Die TKG-Novelle 2012.Johannes, P. C.; Kartal, A.; Roßnagel, A. In Kommunikation & Recht (K & R), (4), pp. 244–250. 2012.
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Internet Privacy aus rechtswissenschaftlicher Sicht.Roßnagel, Alexander; Richter, Philipp; Nebel, Maxi. In Buchmann (Hrsg.), Internet Privacy: Eine multidisziplinäre Bestandsaufnahme/ A multidisciplinary analysis (acatech STUDIE), Springer (ed.), pp. S. 281–326. 2012.
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Datenschutzgesetzgebung - Monopol oder Vielfalt?Roßnagel, Alexander. In Datenschutz und Datensicherheit, 36(8). 2012.
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Das Recht des Forschers auf Datenschutz.Johannes, Paul C. In Datenschutz und Datensicherheit, 36(11), pp. 817–822. 2012.
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Zulässige Erhebung von Daten zu Forschungszwecken.Jandt, S.; Desoi, M. In Datenschutz und Datensicherheit, pp. 895–901. 2012.
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On the Importance of National Culture for the Design of Information Systems.Kummer, T.-F.; Leimeister, J. M.; Bick, M. In Business & Information Systems Engineering, 4(6), pp. 317–330. 2012.
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2011[ to top ]

Outsourcing der Verarbeitung von Patientendaten - Fragen des Daten- und Geheimnisschutzes.Jandt, S.; Roßnagel, A.; Wilke, D. In Neue Zeitschrift für Sozialrecht (NZS), pp. 641–646. 2011.
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Rechtskonformes Direktmarketing.Jandt, S.; Roßnagel, A. In Multimedia und Recht (MMR), pp. 86–91. 2011.
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Reaching into patients‘ homes - participatory designed AAL services.Menschner, P.; Prinz, A.; Koene, P.; Köbler, F.; Altmann, M.; Krcmar, H.; Leimeister, J. M. In Electronic Markets, 21(1), pp. 63–76. 2011.
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Der Einsatz von RFID im ÖPNV: Vorteile für Verkehrsbetriebe und Akzeptanz unter Fahrgästen.Bretschneider, U.; Leimeister, J. M.; Krcmar, H. In RFID im Blick. 2011.
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Does Collaboration Among Participants Lead to Better Ideas in IT-Based Idea Competitions? An Empirical Investigation.Blohm, I.; Bretschneider, U.; Leimeister, J. M.; Krcmar, H. In International Journal of Networking and Virtual Organisations, 9(2), pp. 106–122. 2011.
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Fernmeldegeheimnis im Arbeitsverhältnis bei erlaubter E-Mail-Nutzung zu privaten Zwecken – Anmerkung zum Urteil des LAG Berlin-Brandenburg vom 16.2.2011.Jandt, S. In Kommunikation und Recht (K&R), (10), pp. 631–632. 2011.
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Auskunftsrecht des Betroffenen aus § 34 Abs. 1 BDSG in der Praxis: wirksames Instrument oder zahnloser Tiger?Hoss, D. In Recht der Datenverarbeitung, pp. 6–11. 2011.
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Datenschutz für Smart Meter – Spezifische Neuregelungen im EnWG.Jandt, S.; Roßnagel, A.; Volland, B. In Zeitschrift für Datenschutz (ZD), pp. 99–104. 2011.
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Requirements Engineering für Product Service Systems - Eine State-of-the-Art-Analyse.Berkovich, M.; Leimeister, J. M.; Krcmar, H. In Wirtschaftsinformatik, 53(6), pp. 357–370. 2011.
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Veranstaltungsbesprechung - Tagung „Datenschutz in Europa“ am 5.–6. Mai 2011 in Stuttgart.Pocs, M. In Datenschutz und Datensicherheit (DuD), pp. 508–509. 2011.
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Qualitätssicherung im Krankenhaus - Fragen des Daten- und Geheimnisschutzes.Jandt, S.; Roßnagel, A. In Medizinrecht (MedR), pp. 140–145. 2011.
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Virtuelle Spurensuche - Digitale Forensik in Cloud-Umgebungen.Heinson, D.; Dirk, D.; Wegener, C. In Datenschutz und Datensicherheit (DuD), 35(5), pp. 329–332. 2011.
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Einflussgrößen auf die Nutzungsabsicht von Mobile Learning in unterschiedlichen Einsatzszenarien – eine empirische Studie.Wegener, R.; Söllner, Matthias; Voss, A.; Leimeister, Jan Marco. In e-Learning Fachtagung Informatik (DeLFI) 2011, Workshop „Mobile Learning“. Dresden, Germany, 2011.
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Mobile Learning (ML) bietet nur bei entsprechender Nutzung durch die Lernenden einen Mehrwert. In mehreren Studien wurden Einflussgrößen auf die Technologieakzeptanz untersucht und diverse Modelle zeigen, dass die wahrgenommene Nützlichkeit zentral für die Nutzungsabsicht ist. Frühere Studien haben jedoch nie zwischen selbstgesteuertem ML und dem Einsatz mobiler Lernanwendungen innerhalb von Präsenzveranstaltungen unterschieden. Dieser Beitrag adressiert diese Forschungslücke anhand eines Pilotprojekts einer deutschen Universität. Dabei wurden mobile Lernanwendungen sowohl innerhalb einer Präsenzveranstaltung als integraler Bestandteil des Lehr-Lernarrangements ebenso wie auch als reine Selbstlernmaterialien eingesetzt. Beide Integrationsformen des ML wurden anschließend mittels einer Online-Befragung auf Basis von Technologieakzeptanzmodellen untersucht (n = 129). Die Auswertung zeigt, dass beim selbstgesteuerten ML der erwartete Mehrwert, beim ML im Vorlesungssaal hingegen soziale Einflüsse und unterstützende Faktoren die zentralen Determinanten für die Nutzungsabsicht darstellen. Die Identifikation dieser grundlegenden Unterschiede erweitert die Forschung im Bereich der Akzeptanz mobiler Lernanwendungen und legt so für zukünftige Forschungsvorhaben eine Unterscheidung zwischen den beiden Einsatzszenarien nahe. Die Ergebnisse sind zugleich für Lehrende relevant, da sie wesentliche Faktoren identifizieren, die bei einer erfolgreichen Einführung von ML innerhalb und außerhalb des Vorlesungssaals berücksichtigt werden müssen.
Datenschutz in Social Networks - Kollektive Verantwortlichkeit für die Datenverarbeitung.Jandt, S.; Roßnagel, A. In Zeitschrift für Datenschutz (ZD), pp. 160–166. 2011.
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Krankenhausinformationssysteme im Gesundheitskonzern.Jandt, S.; Roßnagel, A.; Wilke, D. In Recht der Datenverarbeitung (RDV), (5), p. 222. 2011.
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Controlling von Ideencommunities – Entwicklung und Test einer Ideencommunity-Scorecard.Blohm, I.; Leimeister, J. M.; Rieger, M.; Krcmar, H. In Controlling, 23(2), pp. 96–103. 2011.
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Requirements Engineering for Product Service Systems - A State of the Art Analysis.Berkovich, M.; Leimeister, J. M.; Krcmar, H. In Business & Information Systems Engineering (BISE), 3(6), pp. 369–380. Springerlink, 2011.
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Social Networks für Kinder und Jugendliche - Besteht ein ausreichender Datenschutz?Jandt, S.; Roßnagel, A. In Multimedia und Recht (MMR), pp. 637–642. 2011.
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Towards a Theory of Explanation and Prediction for the Formation of Trust in IT Artifacts.Söllner, Matthias; Hoffmann, Axel; Hoffmann, Holger; Leimeister, Jan. In 10. Annual Workshop on HCI Research in MIS, (10), pp. 1–6. AIS Electronic Library, Shanghai, China, 2011.
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In this paper we argue that the predominant trust conceptualization in IS has a major weakness when researching trust in IT artifacts and that a theory of explanation and prediction for the formation of trust in IT artifacts is necessary to face the upcoming challenges. Thus, we motivate a trust conceptualization from the HCI discipline, and develop a formative measurement model for trust in IT artifacts to achieve deeper insights on the formation of trust. The results of our pre-study with 102 undergraduate students suggest that the new conceptualization is valueable for creating the desired insights on the formation of trust in IT artifacts. In an upcoming field experiment with about 250 users we expect to gain more detailed and reliable insights in the formation of trust in IT artifacts allowing us to derive a first theory of explanation and prediction for the formation of trust in IT artifacts.
Ist das Gesetz zur Laufzeitverlängerung von Kernkraftwerken zustimmungsbedürftig?Hentschel, A.; Roßnagel, A. In Umwelt- und Planungsrecht (UPR), U. und Planungsrecht (ed.), pp. 1–7. 2011.
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Das Forschungszentrum für Informationstechnik-Gestaltung (ITeG).Krohn, Michael; Klein, Niklas; Jandt, Silke; Atzmueller, Martin; Scholz, Christoph; Hoffmann, Holger; Kniewel, Romy; Evers, Christoph. In Praxis der Informationsverarbeitung und Kommunikation, 34(4), pp. 238–240. 2011.
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Serviceorientierte Integration medizinischer Geräte - ganzheitliche IT-Unterstützung klinischer Prozesse.Mauro, C.; Leimeister, J. M.; Krcmar, H. In Informatik-Spektrum, 34(3), pp. 276–285. 2011.
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"Smart Cameras" und automatische Verhaltensanalyse.Hornung, G.; Desoi, M. In Kommunikation und Recht (K&R), pp. 153–158. 2011.
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Intimsphäre und Kernbereichsschutz - Ein unantastbarer Bereich privater Lebensgestaltung in der Rechtsprechung des Bundesverfassungsgerichts.Desoi, M.; Knierim, A. In Die Öffentliche Verwaltung (DÖV), pp. 398–405. 2011.
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Towards automotive service engineering: a design framework and a process model for developing mobile services in automobiles.Hoffmann, Holger; Leimeister, Jan Marco. In International Journal of Electronic Business (IJEB), 9(4), pp. 320–349. 2011.
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Evaluating Application Prototypes in the Automobile.Hoffmann, H.; Leimeister, J. M. In IEEE Pervasive Computing, 10(3), pp. 43–51. 2011.
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Enhancing Social Interactions at Conferences.Atzmueller, Martin; Benz, Dominik; Doerfel, Stephan; Hotho, Andreas; Jäschke, Robert; Macek, Bjoern Elmar; Mitzlaff, Folke; Scholz, Christoph; Stumme, Gerd. In it - Information Technology, 53(3), pp. 101–107. Oldenbourg Wissenschaftsverlag GmbH, 2011.
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Social Link APP - A New Communication Paradigm Empowering Mobile Users.David, K.; Lau, Sian Lun; Klein, Niklas. In IEEE Vehicular Technology Magazine, 6(3), pp. 80–87. 2011.
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In less than two decades, mobile communication has developed from a niche application to a mass-market high-tech product, having experienced an unprecedented growth never achieved by any other technology, whether radio, television, or even the Internet [1]. The technologies that have revolutionized communication started with the classical fixed telecommunication networks. On these networks, we have real-time communication using different media such as classical telephony using voice. Apart from the classical fixed telecommunication net works, another major area of growth has, of course, been the Internet. In its wake, services such as voice communication "enhanced" by video (e.g., Video Skype and Apple Facetime) have followed. Also, instant messaging is a form of real-time communications using text messages. Then we have asynchronous communications with two success stories: short message service (SMS) and e-mail.
Mensch-Roboter-System zur Gaslecksuche: Von der Anforderungserhebung zur prototypischen Realisierung.Schmidt, L.; Hegenberg, J.; Cramar, L. In atp edition - Automatisierungstechnische Praxis, 53(12), pp. 56–65. 2011.
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A modelling language for cooperative plans in highly dynamic domains.Skubch, Hendrik; Wagner, Michael; Reichle, Roland; Geihs, Kurt. In Mechatronics, In Press, Corrected Proof. 2011.
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Datenschutzgerechte Gestaltung von kontextvorhersagenden Algorithmen.Skistims, H.; Voigtmann, C.; David, K.; Roßnagel, A. In Datenschutz und Datensicherheit. 2011.
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IT zur Unterstützung der Kundenintegration in den Innovationsprozess.Bretschneider, U.; Blohm, I.; Fähling, J.; Huber, J. M.; Riedl, C.; Leimeister, J. M.; Krcmar, H. In Information Management und Consulting, 26, pp. 52–57. 2011.
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Verbindung von Common Criteria-Schutzprofilen mit der Methode rechtlicher IT-Gestaltung KORA - Anwendungsbeispiel Wahlgeheimnis.Bräunlich, K.; Richter, P.; Grimm, R.; Roßnagel, A. In Datenschutz und Datensicherheit (DuD), 35, p. 129. 2011.
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Kumulation von Datensammlungen auf Vorrat.Knierim, A. In Zeitschrift für Datenschutz (ZD), (1), pp. 17–23. 2011.
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Gestufte Kontrollen bei Videoüberwachungsanlagen.Roßnagel, A.; Desoi, M.; Hornung, G. In Datenschutz und Datensicherheit (DuD), pp. 694–701. 2011.
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Getting customers’ motives: Lean on motivation theory for designing virtual ideas communities.Bretschneider, U.; Leimeister, J. M. In IFIP Working Group 8.6. Hamburg, Germany, 2011.
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Gestaltung von Fahndungsdateien - Verfassungsverträglichkeit biometrischer Systeme.Pocs, M. In Datenschutz und Datensicherheit (DuD), pp. 163–168. 2011.
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"Weitere Vorsorge" im Atomrecht? Zur Verfassungswidrigkeit des § 7d AtG.Hentschel, A.; Roßnagel, A. In Zeitschrift für Neues Energierecht (ZNER), pp. 7–12. 2011.
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Medizintechnik goes SOA.Mauro, C.; Leimeister, J. M.; Krcmar, H. In Wirtschaftsinformatik und Management, (2), pp. 24–29. 2011.
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2010[ to top ]

An Alignment Approach for Context Prediction Tasks in UbiComp Environments.Sigg, Stephan; Haseloff, Sandra; David, Klaus. In IEEE Pervasive Computing, 9(4), pp. 90–97. IEEE Computer Society, Los Alamitos, CA, USA, 2010.
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The authors detail the alignment prediction approach-a time-series-estimation technique applicable to both numeric and nonnumeric data-and compare it to four other prediction approaches to determine context-prediction accuracy in ubiquitous computing environments.
eLearning Konsumenten zu eLearning Autoren machen - Erfahrungen an der Universität Kassel.Wegener, R.; Prinz, A.; Gerhold, R.; Oeste, S.; Leimeister, J. M. In Hamburger eLearning-Magazin, (5). 2010.
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Interaktiv, überall & jederzeit - wie Tablets und Netbooks die Lehre verändern können.Wegener, R.; Prinz, A.; Leimeister, J. M. In Hamburger eLearning-Magazin, (5). 2010.
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An internet-delivered exercise intervention for workplace health promotion in overweight sedentary employees: A randomized trial.Pressler, A.; Knebel, U.; Esch, S.; Kölbl, D.; Esefeld, K.; Scherr, J.; Haller, B.; Schmidt-Trucksäss, A.; Krcmar, H.; Halle, M.; Leimeister, J. M. In Preventive Medicine, (51), pp. 234–239. Elsevier, Amsterdam, Netherlands, 2010.
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Social Bookmarking-Systeme – die unerkannten Datensammler - Ungewollte personenbezogene Datenverabeitung?Lerch, Hana; Krause, Beate; Hotho, Andreas; Roßnagel, Alexander; Stumme, Gerd. In MultiMedia und Recht, 7, pp. 454–458. 2010.
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Query Logs as Folksonomies.Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Stumme, Gerd. In Datenbank-Spektrum, 10(1), pp. 15–24. 2010.
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Query logs provide a valuable resource for preference information in search. A user clicking on a specific resource after submitting a query indicates that the resource has some relevance with respect to the query. To leverage the information ofquery logs, one can relate submitted queries from specific users to their clicked resources and build a tripartite graph ofusers, resources and queries. This graph resembles the folksonomy structure of social bookmarking systems, where users addtags to resources. In this article, we summarize our work on building folksonomies from query log files. The focus is on threecomparative studies of the system’s content, structure and semantics. Our results show that query logs incorporate typicalfolksonomy properties and that approaches to leverage the inherent semantics of folksonomies can be applied to query logsas well.
Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy.Krause, Beate; Lerch, Hana; Hotho, Andreas; Roßnagel, Alexander; Stumme, Gerd. In Informatik-Spektrum, pp. 1–12. Springer, Berlin / Heidelberg, 2010.
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Soziale Tagging-Systeme gehören zu den in den vergangenen Jahren entstandenen Web2.0-Systemen. Sie ermöglichen es Anwendern, beliebige Informationen in das Internet einzustellen und untereinander auszutauschen. Je nach Anbieter verlinken Nutzer Videos, Fotos oder Webseiten und beschreiben die eingestellten Medien mit entsprechenden Schlagwörtern (Tags). Die damit einhergehende freiwillige Preisgabe oftmals persönlicher Informationen wirft Fragen im Bereich der informationellen Selbstbestimmung auf. Dieses Grundrecht gewährleistet dem Einzelnen, grundsätzlich selbst über die Preisgabe und Verwendung seiner persönlichen Daten zu bestimmen. Für viele Funktionalitäten, wie beispielsweise Empfehlungsdienste oder die Bereitstellung einer API, ist eine solche Kontrolle allerdings schwierig zu gestalten. Oftmals existieren keine Richtlinien, inwieweit Dienstanbieter und weitere Dritte diese öffentlichen Daten (und weitere Daten, die bei der Nutzung des Systems anfallen) nutzen dürfen. Dieser Artikel diskutiert anhand eines konkreten Systems typische, für den Datenschutz relevante Funktionalitäten und gibt Handlungsanweisungen für eine datenschutzkonforme technische Gestaltung.
Kultureller Kapitalismus im Web 2.0. Zur Analyse von Segmentations-, Intersektions- und Aushandlungsprozessen in den sozialen Welten des Internets.Lamla, Jörn. In Zeitschrift für Qualitative Forschung, (1), pp. 11–36. 2010.
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IT-Governance und IT-Entscheidertypen in deutschen Krankenhäusern. Eine empirische Untersuchung unter Krankenhaus IT-Leitern.Köbler, F.; Fähling, J.; Krcmar, H.; Leimeister, J. M. In Wirtschaftsinformatik, 52(6), pp. 353–365. 2010.
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CAR-2-X and Pedestrian Safety: Innovative Collision Avoidance System.David, Klaus; Flach, Alexander. In IEEE Vehicular Technology Magazine, 5(1), pp. 70–76. 2010.
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Traffic accidents involving pedestrians or cyclists cause thousands of fatalities and serious injuries every year. In this article, we present an innovative approach for a collision avoidance system that seeks to reduce these accidents. We also discuss the different architectural approaches utilizing ad hoc and/or cellular technologies and different processing setups and present a physical analysis of the system time available between detection, warning, and reaction to give an overview of the time constraint.
Collective Intelligence.Leimeister, J. M. In Business & Information Systems Engineering, 2(4), pp. 245–248. 2010.
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Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0.Berendt, Bettina; Hotho, Andreas; Stumme, Gerd. In Web Semantics: Science, Services and Agents on the World Wide Web, 8(2-3), pp. 95–96. 2010.
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Publikationsmanagement mit BibSonomy -- ein Social-Bookmarking-System für Wissenschaftler.Hotho, Andreas; Benz, Dominik; Eisterlehner, Folke; Jäschke, Robert; Krause, Beate; Schmitz, Christoph; Stumme, Gerd. In HMD -- Praxis der Wirtschaftsinformatik, Heft 271, pp. 47–58. 2010.
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Kooperative Verschlagwortungs- bzw. Social-Bookmarking-Systeme wie Delicious, Mister Wong oder auch unser eigenes System BibSonomy erfreuen sich immer größerer Beliebtheit und bilden einen zentralen Bestandteil des heutigen Web 2.0. In solchen Systemen erstellen Nutzer leichtgewichtige Begriffssysteme, sogenannte Folksonomies, die die Nutzerdaten strukturieren. Die einfache Bedienbarkeit, die Allgegenwärtigkeit, die ständige Verfügbarkeit, aber auch die Möglichkeit, Gleichgesinnte spontan in solchen Systemen zu entdecken oder sie schlicht als Informationsquelle zu nutzen, sind Gründe für ihren gegenwärtigen Erfolg. Der Artikel führt den Begriff Social Bookmarking ein und diskutiert zentrale Elemente (wie Browsing und Suche) am Beispiel von BibSonomy anhand typischer Arbeitsabläufe eines Wissenschaftlers. Wir beschreiben die Architektur von BibSonomy sowie Wege der Integration und Vernetzung von BibSonomy mit Content-Management-Systemen und Webauftritten. Der Artikel schließt mit Querbezügen zu aktuellen Forschungsfragen im Bereich Social Bookmarking.
The social bookmark and publication management system bibsonomy.Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Mitzlaff, Folke; Schmitz, Christoph; Stumme, Gerd. In The VLDB Journal, 19(6), pp. 849–875. Springer, Berlin / Heidelberg, 2010.
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Social resource sharing systems are central elements of the Web 2.0 and use the same kind of lightweight knowledge representation, called folksonomy. Their large user communities and ever-growing networks of user-generated content have made them an attractive object of investigation for researchers from different disciplines like Social Network Analysis, Data Mining, Information Retrieval or Knowledge Discovery. In this paper, we summarize and extend our work on different aspects of this branch of Web 2.0 research, demonstrated and evaluated within our own social bookmark and publication sharing system BibSonomy, which is currently among the three most popular systems of its kind. We structure this presentation along the different interaction phases of a user with our system, coupling the relevant research questions of each phase with the corresponding implementation issues. This approach reveals in a systematic fashion important aspects and results of the broad bandwidth of folksonomy research like capturing of emergent semantics, spam detection, ranking algorithms, analogies to search engine log data, personalized tag recommendations and information extraction techniques. We conclude that when integrating a real-life application like BibSonomy into research, certain constraints have to be considered; but in general, the tight interplay between our scientific work and the running system has made BibSonomy a valuable platform for demonstrating and evaluating Web 2.0 research.
EWMA Control Charts for Monitoring Binary Processes with Applications to Medical Diagnosis Data.Weiss, Christian; Atzmueller, Martin. In Quality and Reliability Engineering. 2010.
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Kollektive Intelligenz.Leimeister, J. M. In Wirtschaftsinformatik, 52(4), pp. 239–242. Gabler, Wiesbaden, 2010.
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IT Governance and Types of IT Decision Makers in German Hospitals - An empirical study among IT Decision Makers in German Hospitals.Köbler, F.; Fähling, J.; Krcmar, H.; Leimeister, J. M. In Business & Information Systems Engineering, 2(6), pp. 359–370. 2010.
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2020 Vision - The Wireless World Research Forum Looks to the Future.David, Klaus; Dixit, Sudhir; Jefferies, Nigel. In IEEE Vehicular Technology Magazine, 5(3), pp. 22–29. 2010.
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Based on the wireless world research forum (WWRF) vision of seven trillion wireless devices serving seven billion people by 2020, we identified several key user requirements and a scenario to motivate research on many different technical areas. If addressed successfully by the research community and the industry, innovation in new air interfaces (for high bit rate and capacity and low latency); network architectures (like mobile cloud, mesh networks, or cognitive systems); solutions to privacy, security, and trust; and devices that do not need to be recharged for long periods would unleash an era of the wireless world where: each and every person will be empowered by wireless services. Wireless device(s) will become our interface to the digital world. We will live an ambient life style, such that: 1) our mobile device will become the key enabler to interact with smart environments and users; and 2) our mobile device will be a trusted personal assistant that will be indispensible. We will enjoy and benefit from an untethered-but-connected user experience and ubiquitous service delivery with a consistent user experience.
Ökonomien des Sozialen im Web 2.0.Lamla, Jörn. In Zeitschrift für Qualitative Forschung, (1), J. Lamla; W. Marotzki (eds.), pp. 3–9. 2010.
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2009[ to top ]

A cross-national comparison of perceived strategic importance of RFID for CIOs in Germany and Italy.Leimeister, S.; Leimeister, J. M.; Knebel, U.; Krcmar, H. In International Journal of Information Management, (29), pp. 37–47. 2009.
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Implementation of a User-Centric Context-Aware Playground.Lau, Sian Lun; Klein, Niklas; Pirali, Andreas; König, Immanuel; David, Klaus. In Electronic Communications of the EASST: Kommunikation in Verteilten Systemen, 17, pp. 1–11. 2009.
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Since the introduction of the ubiquitous computing vision by Mark Weiser, we observed quite some research from various R&D projects as well as groups that focused on different aspects in the area of context-awareness. However, there is yet no result which we can easily apply in a real environment. The context-aware service development and deployment process seldom focused on reusability and realistic implementation issues. We believe these issues can be tackled by proposing a complete context-aware system package. In this package both developers and users will be supported. This idea is realised at our department as a context-aware playground. This paper explains the observation on current work and the shortcomings, and proposes how the context-aware playground approach can be a solution.
Blickbewegungsanalyse zur software-ergonomischen Evaluation.Schmidt, L. In i-com - Zeitschrift für interaktive und kooperative Medien, 8(1), pp. 75–80. 2009.
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Zur Bewertung der Gebrauchstauglichkeit von Mensch-Maschine-Schnittstellen bieten sich zahlreiche Methoden an, deren Ergebnisse als konstruktive Basis für die benutzungsbezogene Verbesserung herangezogen werden können. In diesem Beitrag wird die Methode der Blickbewegungsanalyse mit ihren zentralen Parametern als software-ergonomisches Evaluationsverfahren vorgestellt und beispielhaft für die Untersuchung und Bewertung einer webbasierten Buchungsoberfläche für Flugtickets verwendet. Zusätzlich zu Benutzerleistungsdaten (wie Ausführungszeiten und Fehler) stehen damit weitere verhaltensbeschreibende objektive Daten zur Verfügung, die durch in Benutzerbefragungen erhobene, subjektive software-ergonomische Bewertungen ergänzt werden. Durch diese Methodenkombination sollte auch der Frage nachgegangen werden, ob sich die subjektiven und objektiven Daten sinnvoll gegenseitig ergänzen, so dass im Ergebnis besser auf Benutzbarkeitsdefizite geschlossen werden kann. An der empirischen Untersuchung des Fallbeispiels nahmen 20 Probanden teil, die jeweils drei repräsentative Ticket-Buchungsaufgaben lösen mussten. Die Auswertung der Blickbewegungs- und Leistungsdaten sowie der verwendeten Fragebögen lieferte trotz des hohen Erprobungsgrades der Buchungsschnittstelle und ihrer Vorgängerversionen insgesamt zahlreiche Hinweise, die im Sinne einer formativen Evaluation für die Überarbeitung der Buchungsoberfläche genutzt werden konnten. Die Analyse identifizierte teilweise übereinstimmende Problembereiche, ein Teil der Defizite konnte jedoch nur anhand der Blickbewegungsdaten aufgedeckt werden.
Click-Work: eine Form post-sozialer Verdinglichung. Fallstudie zu den Dispositionen unmotivierter Internetnutzung.Lamla, Jörn; Witterhold, Katharina. In Sozialwissenschaften und Berufspraxis, 32(2), pp. 240–249. 2009.
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Leveraging Crowdsourcing: Activation-Supporting components for IT-based ideas competition.Leimeister, J. M.; Huber, M.; Bretschneider, U.; Krcmar, H. In Journal of Management Information Systems (JMIS), 26(1), pp. 197–224. 2009.
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Digitale Rechteverwaltung – Eine gelungene Allianz von Recht und Technik?Roßnagel, Alexander. A. Roßnagel (ed.). 2009.
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Hybrid Value Creation in the sports industry - the case of the mobile sports companion.Leimeister, J. M.; Knebel, U.; Krcmar, H. In International Journal of Information Systems in the Service Sector (IJISSS), pp. 11–25. 2009.
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Requirements engineering for hybrid products as bundles of hardware, software and service elements - A literature review.Berkovich, Marina; Esch, Sebastia; Leimeister, Jan Marco; Krcmar, Helmut. In Business Services - Konzepte, Technologien, Anwendungen, 1, H. R. Hansen; D. Karagiannis; H. G. Fill (eds.), pp. 727–736. 2009.
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Methoden der Kundenintegration in den Innovationsprozess - Eine Bestandsaufnahme.Bretschneider, U.; Leimeister, J. M.; Krcmar, H. In Arbeitspapiere Nr. 34 des Lehrstuhls für Wirtschaftsinformatik, (34). Lehrstuhl für Wirtschaftsinformatik, Technische Universität München, München, Germany, 2009.
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Wahrnehmung des Wertbeitrags von Informationstechnologie in deutschen Krankenhäusern.Fähling, J.; Köbler, F.; Leimeister, J. M.; Krcmar, H. In Krankenhaus-IT-Journal, (1), pp. 34–36. 2009.
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2008[ to top ]

Rundfunk-Perspektiven - Festschrift für Fritz Raff.Roßnagel, Alexander. A. Roßnagel (ed.). 2008.
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Digitale Visionen – zur Gestaltung allgegenwärtiger Informationstechnologien.Roßnagel, Alexander. A. R. S. Winand (ed.). 2008.
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Architectural Constraints in the Model-Driven Development of Self-Adaptive Applications.Khan, Mohammad Ullah; Reichle, Roland; Geihs, Kurt. In IEEE Distributed Systems Online (DSOnline), 9(7), pp. 0807-o7001. 2008.
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Fremderzeugung von qualifizierten Signaturen? -- Ein neues Geschäftsmodell und seine Rechtsfolgen.Roßnagel, Alexander. In Multimedia und Recht (MMR), 11. Jg. Heft 1, pp. 24–30. 2008.
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Handlungsleitfaden zum Scannen von Papierdokumenten.Roßnagel, Alexander. A. Roßnagel (ed.). 2008.
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Tag Recommendations in Social Bookmarking Systems.Jäschke, Robert; Marinho, Leandro; Hotho, Andreas; Schmidt-Thieme, Lars; Stumme, Gerd. In AI Communications, 21(4), E. Giunchiglia (ed.), pp. 231–247. IOS Press, Amsterdam, 2008.
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Collaborative tagging systems allow users to assign keywords - so called "tags" - to resources. Tags are used for navigation, finding resources and serendipitous browsing and thus provide an immediate benefit for users. These systems usually include tag recommendation mechanisms easing the process of finding good tags for a resource, but also consolidating the tag vocabulary across users. In practice, however, only very basic recommendation strategies are applied. In this paper we evaluate and compare several recommendation algorithms on large-scale real life datasets: an adaptation of user-based collaborative filtering, a graph-based recommender built on top of the FolkRank algorithm, and simple methods based on counting tag occurences. We show that both FolkRank and Collaborative Filtering provide better results than non-personalized baseline methods. Moreover, since methods based on counting tag occurrences are computationally cheap, and thus usually preferable for real time scenarios, we discuss simple approaches for improving the performance of such methods. We show, how a simple recommender based on counting tags from users and resources can perform almost as good as the best recommender.
Grunddienste für die Rechtssicherheit elektronischer Kommunikation.? pp. 723–728. 2008.
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RFID in retailing and customer relationship management.Uhrich, F.; Sandner, U.; Resatsch, F.; Leimeister, J. M.; Krcmar, H. In Communications of the AIS (CAIS), 23(13), A. for Information Systems (ed.), pp. 219–234. 2008.
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Bunsho Henkan no Horitsumondai (Rechtsprobleme der Transformation von Dokumenten, ins Japanische übersetzt von Yonemaru, T.).Roßnagel, Alexander. A. Roßnagel (ed.), pp. 31–63. 2008.
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A Human Task-Oriented Simulation Study in Autonomous Production Cells.Zhang, X.; Schmidt, L.; Schlick, C.; Reuth, R.; Luczak, H. In International Journal of Production Research, 46(18), pp. 5013–5041. 2008.
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Simulation on human tasks has become increasingly important in manufacturing systems' design, assessment and improvement. In order to evaluate working processes and human factors in autonomous production cells (APCs), a collective analyzis of human-centred simulation approaches in advanced manufacturing systems is carried out, and a human task-oriented simulation methodology is proposed in this paper. Based on the methodology, a comparative simulation study is carried out in a 3D laser welding production cell from the aspects of human task spectrum, human error and occupational requirements. Human task network models of both conventional working process and APC working process are constructed using timed coloured Petri Nets. The evaluation criteria architecture for the simulation is formulated and the respective algorithms and parameters for the criteria are discussed in detail. A simulation program using C++ is developed based on Poses++ Petri Net simulator. The simulation results show some important transitions of system performance and human factors from the conventional production cell to the APC, which can support the decision-making when redesigning the conventional production cells to fit the requirements of APCs.
How to Combine Parameter and Compositional Adaptation in the Modeling of Self-Adaptive Applications.Reichle, Roland; Khan, Mohammad Ullah; Geihs, Kurt. In PIK, 31 (2008)(1), pp. 34–38. 2008.
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Do point of sale RFID-based information services make a difference? Analyzing consumer perceptions for designing smart product information services in retail business.Resatsch, F.; Sandner, U.; Leimeister, J. M.; Krcmar, H. In Electronic Markets, 18(3), Routledge (ed.), pp. 216–231. 2008.
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Eine Beweisführung von Format - Die Transformation signierter Dokumente auf dem Prüfstand.Wilke, Daniel; Jandt, Silke; Löwe, Jutta; Roßnagel, Alexander. In Computer und Recht, 24. Jg. Heft 9, pp. 607–612. 2008.
- [ BibSonomy-Post ]
Elektronische Transaktionen - Anforderungen des Datenschutzes bei der Umsetzung der Dienstleistungsrichtlinie.Knopp, Michael. M. Knopp (ed.), p. 518. 2008.
- [ BibSonomy-Post ]
Digitalfotos als Beweismittel.Knopp, Michael. M. Knopp (ed.), p. 156. 2008.
- [ BibSonomy-Post ]
Besprechung von LG München, Urteil vom 21.5.2008.Knopp, Michael. M. Knopp (ed.). 2008.
- [ BibSonomy-Post ]
Robot Control Architectures -- Another Tower of Babel?Baer, Philipp A.; Geihs, Kurt. In Microsoft Technical Summit, Microsoft Academic Days 2008. 2008.
- [ URL ]
- [ BibSonomy-Post ]
Different Approaches to Semantic Web Service Composition.Weise, Thomas; Bleul, Steffen; Comes, Diana; Geihs, Kurt. In Third International Conference on Internet and Web Applications and Services (ICIW 2008). 2008.
- [ URL ]
- [ BibSonomy-Post ]
Sichere und verbindliche Aufgabendelegation auf Assistenzsysteme – am Beispiel E-Government und E-Tourismus.Roßnagel, Alexander. J. P. A. Roßnagel (ed.). 2008.
- [ BibSonomy-Post ]
Informationelles Vertrauen für die Informationsgesellschaft.Roßnagel, Alexander. 2008.
- [ BibSonomy-Post ]
Verfassungsrechtliche Grenzen polizeili¬cher Kfz-Kennzeichenerfassung.Roßnagel, Alexander. (30), A. Roßnagel (ed.), pp. 2547–2551. 2008.
- [ BibSonomy-Post ]
Zentrale Verwaltung von Gesundheitskarten im stationären Krankenhausumfeld.Mauro, C.; Leimeister, J. M.; Sunyaev, A.; Krcmar, H. In Wirtschaftsinformatik, 50(6), pp. 489–499. Vieweg, 2008.
- [ URL ]
- [ BibSonomy-Post ]
Rechtswissenschaftliche Gestaltung der Informationstechnik.Roßnagel, Alexander. A. Roßnagel (ed.), pp. 381–390. 2008.
- [ BibSonomy-Post ]
Verdachtslose automatisierte Erfassung von Kfz-Kennzeichen.Roßnagel, Alexander. A. Roßnagel (ed.), pp. 61–65. 2008.
- [ BibSonomy-Post ]
Designing private e- and m-services.Bohl, O.; Manouchehri, S.; Winand, U. In International Journal of Knowledge Management Studies (IJKMS), Special Issue on Information Technology and Telecommunications Services - Knowledge, Technology and Organisational Changes, 2(1), P. O. Brehmer; H. Lindskog (eds.), pp. 64–79. 2008.
- [ BibSonomy-Post ]
Coping with Chronic Illness Online: The Case of Patients’ Internet Communities For Diabetes Mellitus and Multiple Sclerosis.Bohnet-Joschko, S.; Bretschneider, U. In The Electronic Journal for Virtual Organizations and Networks (eJOV), 10(2), pp. 1–7. 2008.
- [ BibSonomy-Post ]
Fremderzeugung von qualifizierten Signaturen?Roßnagel, Alexander. A. Roßnagel (ed.), pp. 24–30. 2008.
- [ BibSonomy-Post ]
Kennzeichenscanning – Verfassungsrechtliche Bewertung der verdachtslosen automatisierten Erfassung von Kraftfahrzeugkennzeichen.Roßnagel, Alexander. A. Roßnagel (ed.). 2008.
- [ BibSonomy-Post ]
Discovering Shared Conceptualizations in Folksonomies.Jäschke, Robert; Hotho, Andreas; Schmitz, Christoph; Ganter, Bernhard; Stumme, Gerd. In Journal of Web Semantics, 6(1), pp. 38–53. 2008.
- [ URL ]
- [ BibSonomy-Post ]
Do virtual communities matter for the social support of patients? Antecedents and effects of virtual relationships in online communities.Leimeister, J. M.; Schweizer, K.; Leimeister, S.; Krcmar, H. In Information Technology and People, 21(4), Emerald (ed.), pp. 350–374. 2008.
- [ URL ]
- [ BibSonomy-Post ]
Besprechung von OLG Frankfurt, Urteil vom 1.7.2008.Hornung, Gerrit. G. Hornung (ed.), pp. 585–586. 2008.
- [ BibSonomy-Post ]
Das Grundrecht auf Gewährleistung der Vertraulichkeit und Integrität informationstechnischer Systeme und sein Einfluss auf das Privatrecht.Roßnagel, Alexander; Schnabel, Christoph. In Neue Juristische Wochenschrift (NJW), 61. Jg. Heft 49, pp. 3534–3538. 2008.
- [ BibSonomy-Post ]
Die Haftung der Betreiber von Web 2.0-Plattformen.Gitter, Rotraud. R. Gitter (ed.), pp. 279–286. 2008.
- [ BibSonomy-Post ]
Location Based Services im Fokus des Datenschutzes.Schnabel, Christoph; Jandt, Silke. C. S. S. Jandt (ed.), pp. 723–729. 2008.
- [ BibSonomy-Post ]
Die Authentisierungsfunktion des elektronischen Personalausweises aus datenschutzrechtlicher Sicht.Schnabel, Christoph; Roßnagel, Alexander. C. S. A. Roßnagel (ed.), pp. 168–172. 2008.
- [ BibSonomy-Post ]
Systems and Data Protection Legislation in Germany.Hornung, Gerrit. pp. 1088–1093. 2008.
- [ BibSonomy-Post ]
Handlungsleitfaden zum Scannen von Papierdokumenten.Jandt, Silke; Roßnagel, Alexander. S. J. A. Roßnagel (ed.). 2008.
- [ BibSonomy-Post ]
Selbst-Adaptive Software.Geihs, Kurt. In Informatik-Spektrum, 31(2), pp. 133–145. 2008.
- [ URL ]
- [ BibSonomy-Post ]
Datenschutz im Gefüge der Grundrechte und ihrem gesellschaftlichen Wandel, in: Gaycken.Hornung, Gerrit. G. Hornung (ed.), pp. 249–264. 2008.
- [ BibSonomy-Post ]
Buchbesprechung von Puschke, Jens: Die kumulative Anordnung von Informationsbeschaffungsmaßnahmen im Rahmen der Strafverfolgung.Hornung, Gerrit. G. Hornung (ed.). 2008.
- [ BibSonomy-Post ]
Das Recht am eigenen Bild und der Datenschutz.Schnabel, Christoph. C. Schnabel (ed.). 2008.
- [ BibSonomy-Post ]
Ontology-based Automatic Model Transformations.Geihs, Kurt; Baer, Philipp A.; Reichle, Roland; Wollenhaupt, Jens. In Sixth IEEE International Conference on Software Engineering and Formal Methods (SEFM 2008). 2008.
- [ URL ]
- [ BibSonomy-Post ]
Forschung à la Card? Grenzen und Vorschläge für eine Nutzung der elektronischen Gesundheitskarte zur medizinischen Forschung.Hornung, Gerrit; Roßnagel, Alexander. (9), G. H. A. Roßnagel (ed.), pp. 538–543. 2008.
- [ BibSonomy-Post ]
A Comprehensive Solution for Application-Level Adaptation.Geihs, Kurt; Barone, Paolo; Eliassen, Frank; Floch, Jacqueline; Fricke, Rolf; Gjørven, Eli; Hallsteinsen, S.; Horn, Geir; Khan, Mohammad Ullah; Mamelli, Alessandro; Papadopoulos, George A.; Paspallis, Nearchos; Reichle, Roland; Stav, Erlend. In Software Practice & Experience. 2008.
- [ URL ]
- [ BibSonomy-Post ]
Hand-Eye Coordination Using a Video See-Through Augmented Reality System.Park, M.; Serefoglou, S.; Schmidt, L.; Radermacher, K.; Schlick, C.; Luczak, H. In The Ergonomics Open Journal, 1, pp. 46–53. 2008.
- [ Abstract ]
- [ URL ]
- [ BibSonomy-Post ]
The paper describes two experiments for investigating the influence of different levels of camera displacement on hand-eye coordination while using a video see-through head-mounted display. During the first experiment 15 camera positions with five levels of height displacement and three levels of depth displacement were compared in four different tasks. Using a two-way ANOVA the comparison of the calculated performance characteristic values showed significant influence of height displacement on hand-eye coordination. In conclusion cameras should be placed above or below eye level, but by no more than 35 mm, in order to preserve hand-eye coordination. In the second experiment, a mirror system was used to check hand-eye coordination in an exemplary medical task allowing the cameras to be placed virtually at eye level. A significant decrease in accuracy was found while using the head-mounted display compared to direct view. Finally, the mirror system was compared to the 15 camera positions using the data from the same tasks. Significant differences in performance were found between the mirror system and eye level position as well as the position slightly below eye level. The results of the experiment provide design recommendations for developers and users of video see-through systems.
Vertrauen im Mobile Commerce – Vorschläge für die rechtsverträgliche Gestaltung von Location Based Services.Jandt, Silke. S. Jandt (ed.). 2008.
- [ BibSonomy-Post ]
Aufbewahrung elektronischer Dokumente.Hackel, Siegfried; Roßnagel, Alexander. S. H. A. Roßnagel (ed.), pp. 199–207. 2008.
- [ BibSonomy-Post ]
Grenzenloser Mobile Commerce – Schutzwirkung und Durchsetzbarkeit datenschutzrechtlicher Ansprüche gegenüber ausländischen Diensteanbietern.Jandt, Silke. S. Jandt (ed.), pp. 664–669. 2008.
- [ BibSonomy-Post ]
Long-term retention in e-voting – Legal requirements and technical implementation, in: Krimmer, R./Grimm.Gitter, Rotraud. R. Gitter (ed.). 2008.
- [ BibSonomy-Post ]
Sperrungsverpflichtungen von Access-Providern.Schnabel, Christoph. C. Schnabel (ed.). 2008.
- [ BibSonomy-Post ]
Privacy-enhanced Perso¬¬nali¬sa¬tion in Ambient Environments.Schnabel, Christoph; Hornung, Gerrit. C. S. G. Hornung (ed.). 2008.
- [ BibSonomy-Post ]
"Porn not found".Schnabel, Christoph. C. Schnabel (ed.), pp. 26–31. 2008.
- [ BibSonomy-Post ]
Besprechung von BGH, Beschluss vom 15.7.2008.Hornung, Gerrit. G. Hornung (ed.), pp. 668–669. 2008.
- [ BibSonomy-Post ]
Service creation for end-users.Droegehorn, Olaf; Lau, Sian Lun; Klein, Niklas; Koenig, Immanuel; Porras, Jari. In Personal, Indoor and Mobile Radio Communications, 2008. PIMRC 2008. IEEE 19th International Symposium on, pp. 1–5. 2008.
- [ Abstract ]
- [ DOI ]
- [ BibSonomy-Post ]
The current computing and communication services are driven by various technologies. The creation of such services is however not an easy task. The different platforms lack openness that simplifies interoperability. Service development is still mainly technical oriented, where service creation tools are meant for serving and assisting the professional developers. Service creation is not seen as a task for end users right now. In this paper we will discuss how end users could be enabled to create new services, shown on the example within a mobile context-aware service platform. This is achieved by introducing the concept of the technology agnostic approach into the process. We present the conceptual architecture and explain the idea of end-user driven service creation that can provide a solution. Several tools were designed and implemented to prove that the concepts work. With the help of semantic service description, the end users can express their service wishes and create services using a graphical interface technology agnostically. The idea was implemented in two European projects and we have identified the next steps to improve the prototypes as well as the idea. Based on several tools and an underlying platform the ideas have been tested in a development environment for mobile context-aware services. Here end-users are able to design their own services or combine existing services, which can be shared and used by other users later on.
Besprechung von BGH, Beschluss vom 14.1.2008.Hornung, Gerrit. G. Hornung (ed.). 2008.
- [ BibSonomy-Post ]
Ein neues Grundrecht – der verfas¬sungsrechtliche Schutz der „Vertraulichkeit und Integrität informationstechnischer Systeme“.Hornung, Gerrit. G. Hornung (ed.). 2008.
- [ BibSonomy-Post ]
„Social Net“-Work. Freundschaft als digitale Werbefläche.Lamla, Jörn; Böttcher, Thies W. In polar. Zeitschrift für politische Philosophie und Kultur, (5), pp. 32–37. 2008.
- [ BibSonomy-Post ]
Datenschutz im Gefüge der Grundrechte und ihrem gesellschaftlichen Wandel, in: Gaycken, S./Kurz, C.Hornung, Gerrit. G. Hornung (ed.). 2008.
- [ BibSonomy-Post ]
Mensch-Computer-Interaktionsgestaltung zur Luftlagebewertung.Schmidt, L.; Ley, D. In i-com - Zeitschrift für interaktive und kooperative Medien, 7(1), pp. 12–17. 2008.
- [ Abstract ]
- [ URL ]
- [ BibSonomy-Post ]
Dieser Beitrag beschreibt die modellbasierte Gestaltung der Mensch-Computer-Interaktion an militärischen Arbeitsplätzen zur Luftlagebewertung. Die Interaktion wird zunächst allgemein anhand eines erweiterten Semiotischen Modells auf vier Ebenen (pragmatisch, semantisch, syntaktisch und physikalisch) charakterisiert. Daraus werden die entsprechenden Gestaltungsbereiche abgeleitet und kurz beschrieben. Als exemplarische Umsetzung wird dann anhand eines Prototyps die Gestaltung einer Benutzungsschnittstelle für die Luftlagebewertung dargestellt.
Hybride Produkte - Einordnung und Herausforderungen für die Wirtschaftsinformatik.Leimeister, J. M.; Glauner, C. In Wirtschaftsinformatik, 50(3), Vieweg (ed.), pp. 248–251. 2008.
- [ URL ]
- [ BibSonomy-Post ]
Rezension von Borchers, Die Einführung des elektronischen Gesundheitskarte in das deutsche Gesundheitswesen.Hornung, Gerrit. G. Hornung (ed.). 2008.
- [ BibSonomy-Post ]
Die Authentisierungsfunktion des elektronischen Personalausweises aus datenschutzrechtlicher Sicht.Roßnagel, Alexander; Hornung, Gerrit; Schnabel, Christoph. In Datenschutz und Datensicherheit (DuD), 32. Jg. Heft 3, pp. 168–172. 2008.
- [ BibSonomy-Post ]
Keine Sperrung von Google durch Access-Provider.Schnabel, Christoph. C. Schnabel (ed.). 2008.
- [ BibSonomy-Post ]
Böse Zensur, guter Filter?Schnabel, Christoph. C. Schnabel (ed.). 2008.
- [ BibSonomy-Post ]

2007[ to top ]

Zweckbindung in ämterübergreifenden Verwaltungsworkflows.Laue, Philip; Maidl, Monika; Peters; J. In Datenschutz und Datensicherheit (DuD), p. 810. 2007.
- [ BibSonomy-Post ]
Ermächtigungsgrundlage für die "Online-Durchsuchung"? Verfassungsrechtliche Anforderungen und Grenzen für den heimlichen Zugriff auf IT-Systeme im Ermittlungsverfahren.Hornung, Gerrit. In Datenschutz und Datensicherheit (DuD), pp. 575–580. 2007.
- [ BibSonomy-Post ]
RFID as enabler for the boundless real-time organisation: empirical insights from Germany.Leimeister, J. M.; Knebel, U.; Krcmar, H. In International Journal of Networking and Virtual Organisations, 4(1), Inderscience (ed.), pp. 45–64. 2007.
- [ URL ]
- [ BibSonomy-Post ]
Gerrit Hornung: Die Festplatte als "Wohnung"? Erwiderung auf Johannes Rux.Hornung, Gerrit. In Juristenzeitung 2007, 285, pp. 828–831. 2007.
- [ BibSonomy-Post ]
Supporting Collaborative Hierarchical Classification: Bookmarks as an Example.Benz, Dominik; Tso, Karen H. L.; Schmidt-Thieme, Lars. In Special Issue of the Computer Networks journal on Innovations in Web Communications Infrastructure, 51(16), pp. 4574–4585. 2007.
- [ Abstract ]
- [ URL ]
- [ DOI ]
- [ BibSonomy-Post ]
Bookmarks (or favorites, hotlists) are popular strategies to relocate interesting websites on the WWW by creating a personalized URL repository. Most current browsers offer a facility to locally store and manage bookmarks in a hierarchy of folders; though, with growing size, users reportedly have trouble to create and maintain a stable organization structure. This paper presents a novel collaborative approach to ease bookmark management, especially the “classification�? of new bookmarks into a folder. We propose a methodology to realize the collaborative classification idea of considering how similar users have classified a bookmark. A combination of nearest-neighbor-classifiers is used to derive a recommendation from similar users on where to store a new bookmark. A prototype system called CariBo has been implemented as a plugin for the central bookmark server software SiteBar. All findings have been evaluated on a reasonably large scale, real user dataset with promising results, and possible implications for shared and social bookmarking systems are discussed.
Anmerkung zu OGH (Österreich), Beschluss v. 20. 12. 2006 -- 90bA 109/06d (Biometrische Ar-beitszeiterfassung als Beeinträchtigung der Menschenwürde).Hornung, Gerrit. In Arbeit und Recht 2007, 398 -- 401, pp. 398–401. 2007.
- [ BibSonomy-Post ]
Die Richtlinie zur Vorratsspeicherung und ihre Umsetzung in das nationale Recht.Gitter, Rotraud; Schnabel, Christoph. In MMR, 2007, pp. 411–417. 2007.
- [ BibSonomy-Post ]
Vertrauen(skapseln) beim Online-Einkau.Kumbruck, Christel; Sacher, Markus; Stumpf, Frederic. In Datenschutz und Datensicherheit (DuD), pp. 362–366. 2007.
- [ BibSonomy-Post ]
Mining the World Wide Web --- Methods, Applications, and Perspectives.Hotho, Andreas; Stumme, Gerd. In Künstliche Intelligenz, (3), A. Hotho; G. Stumme (eds.), pp. 5–8. 2007.
- [ URL ]
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Die Haftung von W-LAN Betreibern. Neue Gefahren für Anschlussinhaber - und die Idee "offener" Netze.Hornung, Gerrit. In Computer und Recht, pp. 88–94. 2007.
- [ BibSonomy-Post ]
Genetic Programming meets Model-Driven Development (Technical Report).Weise, Thomas; Zapf, Michael; Khan, Mohammad Ullah; Geihs, Kurt. In Kassler Informatikschriften. 2007.
- [ URL ]
- [ BibSonomy-Post ]
Die "Einheitlichen Ansprechpartner" der Dienstleistungsrichtlinie -- Vorgaben und Auswirkungen einer Reformverpflichtung.Knopp, Michael. In LKRZ (Zeitschrift für Landes- und Kommunalrecht Hessen/Rheinland-Pfalz/Saarland), p. 251. 2007.
- [ BibSonomy-Post ]
Exploring mobile information systems for chronically ill adolescent patients.Leimeister, J. M.; Knebel, U.; Krcmar, H. In International Journal of Web-based Communities, 3(4), Inderscience (ed.). 2007.
- [ URL ]
- [ BibSonomy-Post ]
Anmerkung zu BGH, B. v. 25.11.2006 - 1 BGs 184/2006 - (Keine Rechtsgrundlage für heimliche Ausforschung von Computern).Hornung, Gerrit. In Computer und Recht, p. 144. 2007.
- [ BibSonomy-Post ]
Die DNA-Analyse nach den Änderungen der Strafprozessordnung -- Speicherung bis auf Widerruf?Hornung, Gerrit. In Strafverteidiger 2007, p. 164. 2007.
- [ BibSonomy-Post ]
Fingerabdrücke statt Doktortitel: Paradigmenwechsel im Passrecht.Hornung, Gerrit. In DuD 2007, pp. 181–185. 2007.
- [ BibSonomy-Post ]
The European Regulation on Biometric Passports: Legislative Procedures, Political Interactions, Legal Framework and Technical Safeguards.Hornung, Gerrit. In SCRIPT-ed, pp. 246–262. 2007.
- [ BibSonomy-Post ]
Information Systems and Healthcare XX: Toward Seamless Healthcare with Software Agents.Schweiger, A.; Sunyaev, A.; Leimeister, J. M.; Krcmar, H. In Communications of the Association for Information Systems (CAIS), 19, pp. 692–709. 2007.
- [ URL ]
- [ BibSonomy-Post ]
Einführung in das Internetrecht in Deutschland und der europäischen Union.Roßnagel, Alexander. In Sungkyunkwan Journal of Science & Technology Law, Vol. 1 No. 1 (Spring 2007), pp. 119–128. 2007.
- [ BibSonomy-Post ]
Die Haftung von W-LAN Betreibern. Neue Gefahren für Anschlussinhaber - und die Idee "offener" Netze, Computer und Recht.Hornung, Gerrit. In Computer und Recht, pp. 88–94. 2007.
- [ BibSonomy-Post ]
Unternehmerische Wertschöpfung im Kontext des Web 2.0.Bohl, O.; Manouchehri, S.; Winand, U. In Web 2.0. HMD Praxis der Wirtschaftsinformatik, (255), A. Beck; M. Mörike; H. Sauerburger (eds.), pp. 27–36. dpunkt.verlag, 2007.
- [ BibSonomy-Post ]
Zweckbindung im E-Government.Roßnagel, Alexander; Laue, Philip. In Die Öffentliche Verwaltung (DÖV), 60. Jg. , Heft 13, pp. 543–549. 2007.
- [ BibSonomy-Post ]
Erste höchstrichterliche Entscheidung zur elektronischen Signatur. Anmerkung zu BFH, U. v. 18.10.2006 - XI R 22/06.Fischer-Dieskau, Stefanie; Hornung, Gerrit. In Neue Juristische Wochenschrift, pp. 2897–2899. 2007.
- [ BibSonomy-Post ]
lFremdsignieren elektronischer Rechnungen: Vorsteuerabzug gefährdet.Roßnagel, Alexander. In Betriebs-Berater (BB), 62. Jg. , Heft 23, pp. 1233–1237. 2007.
- [ BibSonomy-Post ]
Tagungsbericht zur Fachkonferenz Datenschutz 2007, "Herausforderungen für die Modernisierung des Datenschutzrechts" 14.6.2007, Berlin.Löwe, Jutta. 2007.
- [ BibSonomy-Post ]
Die signaturrechtliche Herstellererklärung.Roßnagel, Alexander. In Multimedia und Recht (MMR), 10. Jg. , Heft 8, pp. 487–493. 2007.
- [ BibSonomy-Post ]
Self-Regulation of Internet-Privacy in Germany and the European Union.Roßnagel, Alexander; Hornung, Gerrit. In Sungkyunkwan Journal of Science & Technology Law, Vol. 1 No. 1 (Spring 2007), pp. 55–72. 2007.
- [ BibSonomy-Post ]
Umweltschutz versus Datenschutz? Zu den Möglichkeiten eines datenschutzkonformen Einsatzes von RFID-Systemen zur Abfallerkennung.Roßnagel, Alexander; Hornung, Gerrit. In Umwelt und Planungsrecht (UPR), 27. Jg. , Heft 7, pp. 255–260. 2007.
- [ BibSonomy-Post ]
Datenschutz bei Location Based Services -- Voraussetzungen und Grenzen der rechtmäßigen Verwendung von Positionsdaten.Jandt, Silke. In MMR, pp. 74–78. 2007.
- [ BibSonomy-Post ]
Erzeugung elektronischer Signaturen mittels Electronic Plat-form Module.Stumpf, Frederic; Sacher, Markus; Roßnagel, Alexander; Eckert, Claudia. In Datenschutz und Datensicherheit (DuD), 31. Jg. , Heft 5, pp. 357–361. 2007.
- [ BibSonomy-Post ]
On the Ability of Signature Creation with Trusted Platform Modules.Roßnagel, Alexander. In Digital Evidence Journal, Vol. 4, No. 2, pp. 81–88. 2007.
- [ BibSonomy-Post ]
Personalisierung in der E-Welt - Aus dem Blickwinkel der informationellen Selbstbestimmung gesehen.Roßnagel, Alexander. In WIRTSCHAFTSINFORMATIK 49 1, 49 1, pp. 8–15. 2007.
- [ BibSonomy-Post ]
Mobile information systems for the private everyday life.Bohl, O.; Manouchehri, S.; Winand, U. In Mobile Information Systems. Special Issue: Improving Quality of Service in Mobile Information Systems, Services and Networks, 3(3-4), pp. 135–152. 2007.
- [ BibSonomy-Post ]
Migration als systematischer Ansatz für erfolgreiche IKT-Innovations-und Wandlungsprozesse.Bohl, O.; Höfer, A.; Manouchehri, S. In IM - Information Management & Consulting. Embedded Software IT Migrationen, (3), pp. 44–48. 2007.
- [ BibSonomy-Post ]
Die Bewertung der Leistungsfähigkeit umweltrechtlicher Instrumente.Roßnagel, Alexander; Sanden, Joachim; Benz, Steffen. In Umwelt und Planungsrecht (UPR), 27. Jg. , Heft 10, pp. 361–366. 2007.
- [ BibSonomy-Post ]
Konflikte zwischen Informationsfreiheit und Datenschutz?Roßnagel, Alexander. In Multimedia und Recht, 10. Jg. , Heft 1, pp. 16–21. 2007.
- [ BibSonomy-Post ]
Datenschutz in der Welt allgegenwärtigen Rechnens.Roßnagel, Alexander. In Information Technology (it), 49 Jg. , Heft 2, pp. 83–90. 2007.
- [ BibSonomy-Post ]
Grundlagen der Weiterentwicklung von rechtlichen Instrumenten zur Ressourcenschonung.Roßnagel, Alexander. V. J. / Benz (ed.). 2007.
- [ BibSonomy-Post ]
Das Telemediengesetz - Neuordnung für Informations- und Kommunikationsdienste.Roßnagel, Alexander. In Neue Zeitschrift für Verwaltungsrecht (NVwZ), 26. Jg. , Heft 7, pp. 743–748. 2007.
- [ BibSonomy-Post ]
Anforderungen, Trends und Empfehlungen zum ersetzenden Scannen von Papierdokumenten.Roßnagel, Alexander; Fischer-Dieskau, Stefanie; Jandt, Silke. In AWV-Informationen, 53. Jg. , Heft 4, pp. 16–19. 2007.
- [ BibSonomy-Post ]
Urteilsanmerkung zu EGMR, Application no. 62617/00 - Copland ./. Vereinigtes Königreich (Überwachung von privater E-Mail und Internetnutzung am Arbeitsplatz).Hornung, Gerrit. In MMR, pp. 433–434. 2007.
- [ BibSonomy-Post ]
Network Properties of Folksonomies.Cattuto, Ciro; Schmitz, Christoph; Baldassarri, Andrea; Servedio, Vito D. P.; Loreto, Vittorio; Hotho, Andreas; Grahl, Miranda; Stumme, Gerd. In AI Communications Journal, Special Issue on ``Network Analysis in Natural Sciences and Engineering’’, 20(4), S. Hoche; A. Nürnberger; J. Flach (eds.), pp. 245–262. IOS Press, 2007.
- [ URL ]
- [ BibSonomy-Post ]
Verfassungspolitische und verfassungsrechtliche Fragen der Online-Durchsuchung.Roßnagel, Alexander. In Deutsche Richter-Zeitung (DRiZ), 85. Jg. (207), Heft 8, pp. 229–230. 2007.
- [ BibSonomy-Post ]
Die Form des Bieterangebots in der elektronischen Vergabe.Roßnagel, Alexander. In Neue Zeitschrift für Baurecht und Vergaberecht (NZBau), Jg. 8 , Heft 2, pp. 74–79. 2007.
- [ BibSonomy-Post ]
Telemediengesetz - Korrektur eines historischen Irrtums.Roßnagel, Alexander. In Kommunikation und Recht (K\&R), 10. Jg. , Heft 2, p. unbekannt. 2007.
- [ BibSonomy-Post ]
Die Unkontrollierbarkeit des Netzes -- Datenschutz in Zeiten von Web 2.0.Roßnagel, Alexander. In tendenz, Magazin für Funk und Fernsehen der Bayrischen Landeszentrale für neue Medien, Heft 3, pp. 12–13. 2007.
- [ BibSonomy-Post ]
A Die Nutzung privater Vergabeplattformen durch öffentliche Auftraggeber.Roßnagel, Alexander; Paul, Sandra. In Vergaberecht, 7. Jg , Heft 3, pp. 313–322. 2007.
- [ BibSonomy-Post ]

2006[ to top ]

Privatsphäre versus Erreichbarkeit bei der Nutzung von Social Software.Kuhlenkamp, A.; Manouchehri, S.; Mergel, I.; Winand, U. In Social Software. HMD Praxis der Wirtschaftsinformatik, (252), K. Hildebrand; J. Hofmann (eds.), pp. 27–35. dpunkt.verlag, 2006.
- [ BibSonomy-Post ]
Integrationsarchitekturen für das Krankenhaus.Sunyaev, A.; Leimeister, J. M.; Schweiger, A.; Krcmar, H. In IMC - Information Management & Consulting, 21(1), pp. 28–35. 2006.
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Innovation, made in Germany - Die eGK und die Telematikinfrastruktur für das deutsche Gesundheitswesen (Teil 1).Klapdor, S.; Leimeister, J. M.; Krcmar, H. In Krankenhaus IT-Journal, 4(1), pp. 32–34. 2006.
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Self-Managed Systems And Services (Editorial).Martin-Flatin, J.-P.; Sventek, J.; Geihs, Kurt. In Communications of the ACM, 49(3). 2006.
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Community Engineering - Systematischer Aufbau und Betrieb Virtueller Communities im Gesundheitswesen.Leimeister, J. M.; Krcmar, H. In Wirtschaftsinformatik, 48(6), pp. 418–429. Vieweg, 2006.
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Process Owner Communities: Akteure eines Wissensmanagements im Krankenhaus.Bohnet-Joschko, S.; Bretschneider, U. In Journal Arbeit, 6(1), pp. 20–21. 2006.
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Strategic importance of RFID - The perspective of IT decision makers in Italy.Knebel, U.; Leimeister, J. M.; Krcmar, H. In Journal of Information Technology Management, 17(4). Association of Management, 2006.
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Exploring success factors of virtual communities: The perspectives of members and operators.Leimeister, J. M.; Sidiras, P.; Krcmar, H. In Journal of Organizational Computing & Electronic Commerce (JoCEC), 16(3&4), pp. 277–298. Lawrence Earlbaum, 2006.
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Softwareagenten für die Überwindung von Medienbrüchen bei der Patientenversorgung - Ein Fallbeispiel aus dem Klinikum rechts der Isar der Technischen Universität München.Schweiger, A.; Leimeister, J. M.; Niggemann, J.; Feussner, H.; Krcmar, H. In HMD - Praxis der Wirtschaftsinformatik, 43(251), pp. 88–100. 2006.
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An Ontology for Quality-Aware Service Discovery.Bleul, Steffen; Weise, Thomas; Geihs, Kurt. In Special Edition Editorial: Engineering Design and Composition of Service-Oriented Applications, Computer Systems Science & Engineering, 5(21). 2006.
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Wissensmanagement im Krankenhaus.Bohnet-Joschko, S.; Bretschneider, U. In Wissensmanagement, 8(3), pp. 16–17. 2006.
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Wissensbasiertes Prozessmanagement zur Optimierung der Leistungserstellung im Krankenhaus.Bohnet-Joschko, S.; Bretschneider, U. In Zeitschrift für öffentliche und gemeinwirtschaftliche Unternehmen (ZögU), 29(2), pp. 201–211. 2006.
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Online Health Communities: Eine empirische Untersuchung virtueller Gemeinschaften für Multiple Sklerose- und Diabetes Mellitus-Erkrankte.Bohnet-Joschko, S.; Bretschneider, U. In Gesundheitsökonomische Diskussionspapiere der Forschungsgruppe Nachhaltigkeit, (1). Universität Witten/Herdecke, 2006.
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Standortbezogene Dienste im Unternehmen.Hallaschka, Florian; Jandt, Silke. In MMR, pp. 436–440. 2006.
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2005[ to top ]

Evaluation of a systematic design for a virtual patient community.Leimeister, J. M.; Krcmar, H. In Journal of Computer-Mediated Communication (JCMC), 10(4). 2005.
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Das Netz der Konsumenten. Innovationschancen der Verbraucherbewegung im Internet.Bieber, Christoph; Lamla, Jörn. In Forschungsjournal Neue Soziale Bewegungen, 18(4), pp. 65–77. 2005.
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Ranked Matching for Service Descriptions using OWL-S.Jaeger, Michael C.; Rojec-Goldmann, Gregor; Mühl, Gero; Liebetruth, Christoph; Geihs, Kurt. In Informatik Aktuell, pp. 91–102. 2005.
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Effizienzsteigerung durch Wissensmanagement: Prozessoptimierung im Krankenhaus durch vernetztes Projektmanagement.Bohnet-Joschko, S.; Abrolat, J. R.; Bretschneider, U. In Zeitschrift Führung und Organisation (ZFO), 74(5), pp. 289–295. 2005.
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Generating a Condensed Representation for Association Rules.Pasquier, Nicolas; Taouil, Rafik; Bastide, Yves; Stumme, Gerd; Lakhal, Lotfi. In Journal Intelligent Information Systems (JIIS), 24(1), pp. 29–60. Kluwer Academic Publishers, 2005.
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Themenschwerpunkt: „Unterschätzte Verbrauchermacht. Potenziale und Perspektiven der neuen Verbraucherbewegung.Lamla, Jörn. In Forschungsjournal Neue Soziale Bewegungen, Jg. 18(Heft 4). 2005.
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Design, implementation and evaluation of trust-supporting components in virtual communities for patients.Leimeister, J. M.; Ebner, W.; Krcmar, H. In Journal of Management Information Systems (JMIS), 21(4), pp. 101–135. 2005.
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Mega-Trend Selbstorganisation.Geihs, Kurt. In Praxis der Informationsverarbeitung und Kommunikation (PIK), 28(4), p. 188. 2005.
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Selbst-Eigenschaften in verteilten Systemen.Fromm, Jochen; Zapf, Michael. In Praxis der Informationsverarbeitung und Kommunikation (PIK), 2005(4), pp. 189–198. 2005.
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Self-Management: The Solution to Complexity or Just Another Problem?Herrmann, Klaus; Mühl, Gero; Geihs, Kurt. In IEEE Distributed Systems Online (DSOnline), 6(1). 2005.
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Mobile IT-Systeme im Gesundheitswesen, mobile Systeme für Patienten.Leimeister, J. M.; Krcmar, H.; Horsch, A.; Kuhn, K. In HMD Praxis der Wirtschaftsinformatik, 41(244), pp. 74–85. 2005.
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