Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
116 Publications
2025 | Book Chapter | LibreCat-ID: 58724
Brennig, K., Kaltenpoth, S. B., & Müller, O. (2025). Straight Outta Logs: Can Large Language Models Overcome Preprocessing in Next Event Prediction? In Lecture Notes in Business Information Processing. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-78666-2_15
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 53130 | 
Stumpe, M., Dieter, P., Schryen, G., Müller, O., & Beverungen, D. (2024). Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study. Transportation Research Part A: Policy and Practice.
LibreCat
| Files available
2024 | Conference Abstract | LibreCat-ID: 55096
Bösch, K., Müller, O., & Weinmann, M. (2024). Not your Average Digital Nudge: Heterogeneous Effects of Personalized Nudges with CausalML. Proceedings of the Symposium on Statistical Challenges in Electronic Commerce Research.
LibreCat
2024 | Journal Article | LibreCat-ID: 55500
Gitzel, R., Hoffmann, M., zur Heiden, P., Skolik, A. M., Kaltenpoth, S. B., Müller, O., Kanak, C., Kandiah, K., Stroh, M.-F., Boos, W., Zajadatz, M., Suriyah, M., Leibfried, T., Singhal, D. S., Bürger, M., Hunting, D., Rehmer, A., & Boyaci, A. (2024). Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts. IEEE Access, 1–1. https://doi.org/10.1109/access.2024.3437195
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 56945
Kaltenpoth, S. B., & Müller, O. (2024). Getting in Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment. Wirtschaftsinformatik 2024 Proceedings.
LibreCat
| Download (ext.)
2023 | Journal Article | LibreCat-ID: 45112
Beverungen, D., Kundisch, D., Mirbabaie, M., Müller, O., Schryen, G., Trang, S. T.-N., & Trier, M. (2023). Digital Responsibility – a Multilevel Framework for Responsible Digitalization. Business & Information Systems Engineering, 65(4), 463–474. https://doi.org/10.1007/s12599-023-00822-x
LibreCat
| Files available
| DOI
2023 | Conference Paper | LibreCat-ID: 37312 |
Leffrang, D., Bösch, K., & Müller, O. (2023). Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.
LibreCat
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 50121
Leffrang, D. (2023). AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. International Conference on Information Systems, 10.
LibreCat
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 50118
Leffrang, D. (2023). The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. Wirtschaftsinformatik Conference, 19.
LibreCat
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 50431 |
Halimeh, H., Freese, F., & Müller, O. (2023). Event Recommendations through the Lens of Vision and Language Foundation Models. Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems. Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems.
LibreCat
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 45270 |
Halimeh, H., Caron, M., & Müller, O. (2023). Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.
LibreCat
| Files available
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 50437
Reimann, R., & Caron, M. (2023). Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. Wirtschaftsinformatik. Wirtschaftsinformatik, Paderborn, Germany.
LibreCat
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 37058
Brennig, K., & Müller, O. (2023). More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency. Hawaii International Conference on System Sciences. 56th Hawaii International Conference on System Sciences, Lāhainā.
LibreCat
2023 | Book Chapter | LibreCat-ID: 50450
Brennig, K., Benkert, K., Löhr, B., & Müller, O. (2023). Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter? In Business Process Management Workshops. https://doi.org/10.1007/978-3-031-50974-2_33
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 50459
Brock, J., Löhr, B., Brennig, K., Seger, T., Bartelheimer, C., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2023). A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities. European Conference on Information Systems (ECIS).
LibreCat
2023 | Journal Article | LibreCat-ID: 45299
Kucklick, J.-P. (2023). HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems, 1–41. https://doi.org/10.1080/12460125.2023.2207268
LibreCat
| DOI
| Download (ext.)
2023 | Report | LibreCat-ID: 47107
Beverungen, D., zur Heiden, P., Lehrer, C., Trier, M., Bartelheimer, C., Bradt, T., Distel, B., Drews, P., Ehmke, J. F., Fill, H.-G., Flath, C. M., Fridgen, G., Grisold, T., Janiesch, C., Janson, A., Krancher, O., Krönung, J., Kundisch, D., Márton, A., … Zschech, P. (2023). Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research. Department of Information Systems, Paderborn University.
LibreCat
| Files available
2022 | Conference Paper | LibreCat-ID: 27506 |
Kucklick, J.-P. (2022). Visual Interpretability of Image-based Real Estate Appraisal. 55th Annual Hawaii International Conference on System Sciences (HICSS-55). Hawaii International Conference on System Science (HICSS), Virtual.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 27507 |
Heuwinkel, T., Kucklick, J.-P., & Müller, O. (2022). Using Geolocated Text to Quantify Location in Real Estate Appraisal. 55th Annual Hawaii International Conference on System Sciences (HICSS-55). Hawaii International Conference on System Science (HICSS), Virtual.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick, J.-P. (2022). Towards a model- and data-focused taxonomy of XAI systems. Wirtschaftsinformatik 2022 Proceedings. Wirtschaftsinformatik 2022 (WI22), Nürnberg (online).
LibreCat
| Download (ext.)