10 Publications
2025 | Journal Article | LibreCat-ID: 58939
Kornowicz, Jaroslaw, and Kirsten Thommes. “Algorithm, Expert, or Both? Evaluating the Role of Feature Selection Methods on User Preferences and Reliance.” Plos One, 2025. https://doi.org/10.1371/journal.pone.0318874.
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 61137
Kornowicz, Jaroslaw, Maurice Pape, and Kirsten Thommes. “Would I Regret Being Different? The Influence of Social Norms on Attitudes toward AI Usage.” Arxiv, 2025. https://doi.org/10.48550/ARXIV.2509.04241.
LibreCat
| DOI
2025 | Book Chapter | LibreCat-ID: 61820
Heid, Stefan, Jaroslaw Kornowicz, Jonas Hanselle, Kirsten Thommes, and Eyke Hüllermeier. “MSL: Multi-Class Scoring Lists for Interpretable Incremental Decision-Making.” In Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-08327-2_6.
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 62213
Kornowicz, Jaroslaw. “An Empirical Examination of the Evaluative AI Framework.” International Journal of Human–Computer Interaction, 2025, 1–19. https://doi.org/10.1080/10447318.2025.2581260.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 57645
Heid, Stefan, Jaroslaw Kornowicz, Jonas Manuel Hanselle, Eyke Hüllermeier, and Kirsten Thommes. “Human-AI Co-Construction of Interpretable Predictive Models: The Case of Scoring Systems.” In PROCEEDINGS 34. WORKSHOP COMPUTATIONAL INTELLIGENCE, 21:233, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55403 | 
Buschmeier, Hendrik, Philipp Cimiano, Stefan Kopp, Jaroslaw Kornowicz, Olesja Lammert, Marco Matarese, Dimitry Mindlin, et al. “Towards a Computational Architecture for Co-Constructive Explainable Systems.” In Proceedings of the 2024 Workshop on Explainability Engineering, 20–25. ACM, 2024. https://doi.org/10.1145/3648505.3648509.
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2024 | Journal Article | LibreCat-ID: 57461
Kornowicz, Jaroslaw. “An Empirical Examination of the Evaluative AI Framework.” ArXiv, 2024. https://doi.org/10.48550/ARXIV.2411.08583.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48285
Lebedeva, Anastasia, Jaroslaw Kornowicz, Olesja Lammert, and Jörg Papenkordt. “The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks.” In Artificial Intelligence in HCI. Artificial Intelligence in HCI, 2023. https://doi.org/10.1007/978-3-031-35891-3_9.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47953
Kornowicz, Jaroslaw, and Kirsten Thommes. “Aggregating Human Domain Knowledge for Feature Ranking.” Artificial Intelligence in HCI, 2023. https://doi.org/10.1007/978-3-031-35891-3_7.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51209
Hanselle, Jonas Manuel, Jaroslaw Kornowicz, Stefan Heid, Kirsten Thommes, and Eyke Hüllermeier. “Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain.” In LWDA’23: Learning, Knowledge, Data, Analysis. , edited by M Leyer and J Wichmann, 2023.
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10 Publications
2025 | Journal Article | LibreCat-ID: 58939
Kornowicz, Jaroslaw, and Kirsten Thommes. “Algorithm, Expert, or Both? Evaluating the Role of Feature Selection Methods on User Preferences and Reliance.” Plos One, 2025. https://doi.org/10.1371/journal.pone.0318874.
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 61137
Kornowicz, Jaroslaw, Maurice Pape, and Kirsten Thommes. “Would I Regret Being Different? The Influence of Social Norms on Attitudes toward AI Usage.” Arxiv, 2025. https://doi.org/10.48550/ARXIV.2509.04241.
LibreCat
| DOI
2025 | Book Chapter | LibreCat-ID: 61820
Heid, Stefan, Jaroslaw Kornowicz, Jonas Hanselle, Kirsten Thommes, and Eyke Hüllermeier. “MSL: Multi-Class Scoring Lists for Interpretable Incremental Decision-Making.” In Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-032-08327-2_6.
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 62213
Kornowicz, Jaroslaw. “An Empirical Examination of the Evaluative AI Framework.” International Journal of Human–Computer Interaction, 2025, 1–19. https://doi.org/10.1080/10447318.2025.2581260.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 57645
Heid, Stefan, Jaroslaw Kornowicz, Jonas Manuel Hanselle, Eyke Hüllermeier, and Kirsten Thommes. “Human-AI Co-Construction of Interpretable Predictive Models: The Case of Scoring Systems.” In PROCEEDINGS 34. WORKSHOP COMPUTATIONAL INTELLIGENCE, 21:233, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55403 |
Buschmeier, Hendrik, Philipp Cimiano, Stefan Kopp, Jaroslaw Kornowicz, Olesja Lammert, Marco Matarese, Dimitry Mindlin, et al. “Towards a Computational Architecture for Co-Constructive Explainable Systems.” In Proceedings of the 2024 Workshop on Explainability Engineering, 20–25. ACM, 2024. https://doi.org/10.1145/3648505.3648509.
LibreCat
| DOI
| Download (ext.)
2024 | Journal Article | LibreCat-ID: 57461
Kornowicz, Jaroslaw. “An Empirical Examination of the Evaluative AI Framework.” ArXiv, 2024. https://doi.org/10.48550/ARXIV.2411.08583.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48285
Lebedeva, Anastasia, Jaroslaw Kornowicz, Olesja Lammert, and Jörg Papenkordt. “The Role of Response Time for Algorithm Aversion in Fast and Slow Thinking Tasks.” In Artificial Intelligence in HCI. Artificial Intelligence in HCI, 2023. https://doi.org/10.1007/978-3-031-35891-3_9.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47953
Kornowicz, Jaroslaw, and Kirsten Thommes. “Aggregating Human Domain Knowledge for Feature Ranking.” Artificial Intelligence in HCI, 2023. https://doi.org/10.1007/978-3-031-35891-3_7.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 51209
Hanselle, Jonas Manuel, Jaroslaw Kornowicz, Stefan Heid, Kirsten Thommes, and Eyke Hüllermeier. “Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain.” In LWDA’23: Learning, Knowledge, Data, Analysis. , edited by M Leyer and J Wichmann, 2023.
LibreCat
| Download (ext.)