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33 Publications
2024 | Journal Article | LibreCat-ID: 52202
Humans in XAI: Increased Reliance in Decision-Making Under Uncertainty by Using Explanation Strategies
O. Lammert, B. Richter, C. Schütze, K. Thommes, B. Wrede, Frontiers in Behavioral Economics (2024).
LibreCat
| DOI
O. Lammert, B. Richter, C. Schütze, K. Thommes, B. Wrede, Frontiers in Behavioral Economics (2024).
2024 | Journal Article | LibreCat-ID: 53073
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
LibreCat
| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
2024 | Journal Article | LibreCat-ID: 54911
Learning decision catalogues for situated decision making: The case of scoring systems
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
LibreCat
| DOI
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
2024 | Journal Article | LibreCat-ID: 54667
On "Super Likes" and Algorithmic (In)Visibilities: Frictions Between Social and Economic Logics in the Context of Social Media Platforms
C. Schulz, Digital Culture & Society 2 (n.d.).
LibreCat
C. Schulz, Digital Culture & Society 2 (n.d.).
2024 | Journal Article | LibreCat-ID: 56264 | 
Changes in partner models – Effects of adaptivity in the course of explanations
H.M. Buhl, J.B. Fischer , K. Rohlfing, Proceedings of the Annual Meeting of the Cognitive Science Society 46 (2024).
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H.M. Buhl, J.B. Fischer , K. Rohlfing, Proceedings of the Annual Meeting of the Cognitive Science Society 46 (2024).
2024 | Journal Article | LibreCat-ID: 56190
Can AI explain AI? Interactive co-construction of explanations among human and artificial agents
N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, H. Buschmeier, Discourse & Communication 18 (2024) 917–930.
LibreCat
| Files available
| DOI
N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, H. Buschmeier, Discourse & Communication 18 (2024) 917–930.
2024 | Journal Article | LibreCat-ID: 57026
Algorithm, Expert, or Both? Evaluating the Role of Feature Selection Methods on User Preferences and Reliance
J. Kornowicz, K. Thommes, ArXiv (2024).
LibreCat
| DOI
J. Kornowicz, K. Thommes, ArXiv (2024).
2024 | Journal Article | LibreCat-ID: 54907
Learning decision catalogues for situated decision making: The case of scoring systems
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
LibreCat
| DOI
S. Heid, J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, International Journal of Approximate Reasoning 171 (2024).
2024 | Journal Article | LibreCat-ID: 57461
An Empirical Examination of the Evaluative AI Framework
J. Kornowicz, ArXiv (2024).
LibreCat
| DOI
J. Kornowicz, ArXiv (2024).
2024 | Journal Article | LibreCat-ID: 53072 |
Benefiting from Binary Negations? Verbal Negations Decrease Visual Attention and Balance Its Distribution
N.C. Banh, J. Tünnermann, K.J. Rohlfing, I. Scharlau, Frontiers in Psychology 15 (2024).
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N.C. Banh, J. Tünnermann, K.J. Rohlfing, I. Scharlau, Frontiers in Psychology 15 (2024).
2023 | Journal Article | LibreCat-ID: 48779
“I do not know! but why?” — Local model-agnostic example-based explanations of reject
A. Artelt, R. Visser, B. Hammer, Neurocomputing 558 (2023).
LibreCat
| DOI
A. Artelt, R. Visser, B. Hammer, Neurocomputing 558 (2023).
2023 | Journal Article | LibreCat-ID: 48603
Technology and Civic Virtue
W. Reijers, Philosophy & Technology 36 (2023).
LibreCat
| DOI
W. Reijers, Philosophy & Technology 36 (2023).
2023 | Journal Article | LibreCat-ID: 47953
Aggregating Human Domain Knowledge for Feature Ranking
J. Kornowicz, K. Thommes, Artificial Intelligence in HCI (2023).
LibreCat
| DOI
J. Kornowicz, K. Thommes, Artificial Intelligence in HCI (2023).
2023 | Journal Article | LibreCat-ID: 49516
RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research
A. Groß, C. Schütze, M. Brandt, B. Wrede, B. Richter, Frontiers in Robotics and AI 10 (2023).
LibreCat
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| DOI
A. Groß, C. Schütze, M. Brandt, B. Wrede, B. Richter, Frontiers in Robotics and AI 10 (2023).
2023 | Journal Article | LibreCat-ID: 51743
From mental models to algorithmic imaginaries to co-constructive mental models
C. Schulz, Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023) 65–75.
LibreCat
| DOI
C. Schulz, Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023) 65–75.
2023 | Journal Article | LibreCat-ID: 51744
Tech/Imaginations – Introduction
C. Schulz, J. Schröter, Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023) 7–14.
LibreCat
| DOI
C. Schulz, J. Schröter, Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023) 7–14.
2023 | Journal Article | LibreCat-ID: 51345
A new algorithmic imaginary
C. Schulz, Media, Culture & Society 45 (2023) 646–655.
LibreCat
| DOI
C. Schulz, Media, Culture & Society 45 (2023) 646–655.
2023 | Journal Article | LibreCat-ID: 51371
EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study
B. Richter, F. Putze, G. Ivucic, M. Brandt, C. Schütze, R. Reisenhofer, B. Wrede, T. Schultz, Multimodal Technologies and Interaction 7 (2023).
LibreCat
| DOI
B. Richter, F. Putze, G. Ivucic, M. Brandt, C. Schütze, R. Reisenhofer, B. Wrede, T. Schultz, Multimodal Technologies and Interaction 7 (2023).
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.
LibreCat
| DOI
E. Esposito, Sociologica 16 (2023) 1–4.
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