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16 Publications
2025 | Journal Article | LibreCat-ID: 59756
Trust, distrust, and appropriate reliance in (X)AI: A conceptual clarification of user trust and survey of its empirical evaluation
R. Visser, T.M. Peters, I. Scharlau, B. Hammer, Cognitive Systems Research (2025).
LibreCat
| DOI
R. Visser, T.M. Peters, I. Scharlau, B. Hammer, Cognitive Systems Research (2025).
2025 | Journal Article | LibreCat-ID: 59755
Interacting with fallible AI: Is distrust helpful when receiving AI misclassifications?
T.M. Peters, I. Scharlau, Frontiers in Psychology 16 (2025).
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| DOI
T.M. Peters, I. Scharlau, Frontiers in Psychology 16 (2025).
2025 | Journal Article | LibreCat-ID: 58650 | 
Hybrid Decision Support in Product Creation - Improving performance with data science and artificial intelligence
I. Gräßler, J. Pottebaum, P. Nyhuis, R. Stark, K.-D. Thoben, P. Wiederkehr, Industry 4.0 Science 2025 (2025).
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I. Gräßler, J. Pottebaum, P. Nyhuis, R. Stark, K.-D. Thoben, P. Wiederkehr, Industry 4.0 Science 2025 (2025).
2025 | Journal Article | LibreCat-ID: 61410
Conscious Artificial Intelligence in Service
C. Breidbach, C.F. Lars-Erik, P. Maglio, D. Beverungen, J. Wirtz, A. Twigg, Journal of Service Management (n.d.).
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C. Breidbach, C.F. Lars-Erik, P. Maglio, D. Beverungen, J. Wirtz, A. Twigg, Journal of Service Management (n.d.).
2025 | Journal Article | LibreCat-ID: 61156 |
Forms of Understanding for XAI-Explanations
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher, A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, Cognitive Systems Research 94 (2025).
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H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher, A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, Cognitive Systems Research 94 (2025).
2025 | Conference Abstract | LibreCat-ID: 63019
Development of an AI-driven decentralized control for fifth generation district heating and cooling networks
J.A.T. Donner, A. Schlüter, in: SDEWES Conference 2025, 2025.
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J.A.T. Donner, A. Schlüter, in: SDEWES Conference 2025, 2025.
2024 | Conference Paper | LibreCat-ID: 56166
Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence
P.J. Kulkarni, D. Tissen, R. Bernijazov, R. Dumitrescu, in: J. Malmqvist, M. Candi, R. Saemundsson, F. Bystrom, O. Isaksson (Eds.), DS 130: Proceedings of NordDesign 2024, 2024, pp. 617–625.
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P.J. Kulkarni, D. Tissen, R. Bernijazov, R. Dumitrescu, in: J. Malmqvist, M. Candi, R. Saemundsson, F. Bystrom, O. Isaksson (Eds.), DS 130: Proceedings of NordDesign 2024, 2024, pp. 617–625.
2024 | Conference Paper | LibreCat-ID: 56277
Computer-Based Generation of Learner-Sensitive Feedback to Argumentative Learner Texts
S. Kilsbach, N. Michel, in: Proceedings of the Tenth Conference of the International Society for the Study of Argumentation, 2024.
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S. Kilsbach, N. Michel, in: Proceedings of the Tenth Conference of the International Society for the Study of Argumentation, 2024.
2024 | Misc | LibreCat-ID: 56282 |
The problem of algorithmic bias in AI-based military decision support systems
I. Bhila, I. Bode, The Problem of Algorithmic Bias in AI-Based Military Decision Support Systems, ICRC Humanitarian Law & Policy Blog, 2024.
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I. Bhila, I. Bode, The Problem of Algorithmic Bias in AI-Based Military Decision Support Systems, ICRC Humanitarian Law & Policy Blog, 2024.
2023 | Journal Article | LibreCat-ID: 51368
Does Explainability Require Transparency?
E. Esposito, Sociologica 16 (2023) 17–27.
LibreCat
| DOI
E. Esposito, Sociologica 16 (2023) 17–27.
2023 | Journal Article | LibreCat-ID: 51369
Explaining Machines: Social Management of Incomprehensible Algorithms. Introduction
E. Esposito, Sociologica 16 (2023) 1–4.
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| DOI
E. Esposito, Sociologica 16 (2023) 1–4.
2023 | Conference Paper | LibreCat-ID: 33490
Approaches to Improve Fairness when Deploying AI-based Algorithms in Hiring – Using a Systematic Literature Review to Guide Future Research
J. Rieskamp, L. Hofeditz, M. Mirbabaie, S. Stieglitz, in: Proceedings of the Annual Hawaii International Conference on System Sciences (HICSS), 2023.
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J. Rieskamp, L. Hofeditz, M. Mirbabaie, S. Stieglitz, in: Proceedings of the Annual Hawaii International Conference on System Sciences (HICSS), 2023.
2023 | Journal Article | LibreCat-ID: 45299
HIEF: a holistic interpretability and explainability framework
J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.
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J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.
2023 | Conference Paper | LibreCat-ID: 56477
A Prototype of an Interactive Clinical Decision Support System with Counterfactual Explanations
F. Liedeker, P. Cimiano, in: 2023.
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F. Liedeker, P. Cimiano, in: 2023.
2022 | Conference Paper | LibreCat-ID: 29220 |
Use What You Know: Network and Service Coordination Beyond Certainty
S. Werner, S.B. Schneider, H. Karl, in: IEEE/IFIP Network Operations and Management Symposium (NOMS), IEEE, 2022.
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S. Werner, S.B. Schneider, H. Karl, in: IEEE/IFIP Network Operations and Management Symposium (NOMS), IEEE, 2022.
2021 | Journal Article | LibreCat-ID: 37155
Recommendations for Managing AI-Driven Change Processes: When Expectations Meet Reality
S. Stieglitz, N.R.J. Möllmann (Frick), M. Mirbabaie, L. Hofeditz, B. Ross, International Journal of Management Practice (2021).
LibreCat
S. Stieglitz, N.R.J. Möllmann (Frick), M. Mirbabaie, L. Hofeditz, B. Ross, International Journal of Management Practice (2021).