10 Publications
2025 | Journal Article | LibreCat-ID: 58939
Kornowicz J, Thommes K. Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance. Plos One. Published online 2025. doi:10.1371/journal.pone.0318874
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 61137
Kornowicz J, Pape M, Thommes K. Would I regret being different? The influence of social norms on attitudes toward AI usage. Arxiv. Published online 2025. doi:10.48550/ARXIV.2509.04241
LibreCat
| DOI
2025 | Book Chapter | LibreCat-ID: 61820
Heid S, Kornowicz J, Hanselle J, Thommes K, Hüllermeier E. MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making. In: Communications in Computer and Information Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-08327-2_6
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 62213
Kornowicz J. An Empirical Examination of the Evaluative AI Framework. International Journal of Human–Computer Interaction. Published online 2025:1-19. doi:10.1080/10447318.2025.2581260
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 57645
Heid S, Kornowicz J, Hanselle JM, Hüllermeier E, Thommes K. Human-AI Co-Construction of Interpretable Predictive Models: The Case of Scoring Systems. In: PROCEEDINGS 34. WORKSHOP COMPUTATIONAL INTELLIGENCE. Vol 21. ; 2024:233.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55403 | 
Buschmeier H, Cimiano P, Kopp S, et al. Towards a Computational Architecture for Co-Constructive Explainable Systems. In: Proceedings of the 2024 Workshop on Explainability Engineering. ACM; 2024:20-25. doi:10.1145/3648505.3648509
LibreCat
| DOI
| Download (ext.)
2024 | Journal Article | LibreCat-ID: 57461
Kornowicz J. An Empirical Examination of the Evaluative AI Framework. arXiv. Published online 2024. doi:10.48550/ARXIV.2411.08583
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48285
Lebedeva A, Kornowicz J, Lammert O, Papenkordt J. The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks. In: Artificial Intelligence in HCI. Artificial Intelligence in HCI. ; 2023. doi:10.1007/978-3-031-35891-3_9
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47953
Kornowicz J, Thommes K. Aggregating Human Domain Knowledge for Feature Ranking. Artificial Intelligence in HCI. Published online 2023. doi:10.1007/978-3-031-35891-3_7
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51209
Hanselle JM, Kornowicz J, Heid S, Thommes K, Hüllermeier E. Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. In: Leyer M, Wichmann J, eds. LWDA’23: Learning, Knowledge, Data, Analysis. . ; 2023.
LibreCat
| Download (ext.)
10 Publications
2025 | Journal Article | LibreCat-ID: 58939
Kornowicz J, Thommes K. Algorithm, expert, or both? Evaluating the role of feature selection methods on user preferences and reliance. Plos One. Published online 2025. doi:10.1371/journal.pone.0318874
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 61137
Kornowicz J, Pape M, Thommes K. Would I regret being different? The influence of social norms on attitudes toward AI usage. Arxiv. Published online 2025. doi:10.48550/ARXIV.2509.04241
LibreCat
| DOI
2025 | Book Chapter | LibreCat-ID: 61820
Heid S, Kornowicz J, Hanselle J, Thommes K, Hüllermeier E. MSL: Multi-class Scoring Lists for Interpretable Incremental Decision-Making. In: Communications in Computer and Information Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-08327-2_6
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 62213
Kornowicz J. An Empirical Examination of the Evaluative AI Framework. International Journal of Human–Computer Interaction. Published online 2025:1-19. doi:10.1080/10447318.2025.2581260
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 57645
Heid S, Kornowicz J, Hanselle JM, Hüllermeier E, Thommes K. Human-AI Co-Construction of Interpretable Predictive Models: The Case of Scoring Systems. In: PROCEEDINGS 34. WORKSHOP COMPUTATIONAL INTELLIGENCE. Vol 21. ; 2024:233.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55403 |
Buschmeier H, Cimiano P, Kopp S, et al. Towards a Computational Architecture for Co-Constructive Explainable Systems. In: Proceedings of the 2024 Workshop on Explainability Engineering. ACM; 2024:20-25. doi:10.1145/3648505.3648509
LibreCat
| DOI
| Download (ext.)
2024 | Journal Article | LibreCat-ID: 57461
Kornowicz J. An Empirical Examination of the Evaluative AI Framework. arXiv. Published online 2024. doi:10.48550/ARXIV.2411.08583
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48285
Lebedeva A, Kornowicz J, Lammert O, Papenkordt J. The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks. In: Artificial Intelligence in HCI. Artificial Intelligence in HCI. ; 2023. doi:10.1007/978-3-031-35891-3_9
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47953
Kornowicz J, Thommes K. Aggregating Human Domain Knowledge for Feature Ranking. Artificial Intelligence in HCI. Published online 2023. doi:10.1007/978-3-031-35891-3_7
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51209
Hanselle JM, Kornowicz J, Heid S, Thommes K, Hüllermeier E. Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. In: Leyer M, Wichmann J, eds. LWDA’23: Learning, Knowledge, Data, Analysis. . ; 2023.
LibreCat
| Download (ext.)