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64 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
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2025 | Conference Paper | LibreCat-ID: 60680
Zapata Gonzalez, D. R., Meyer, M., & Müller, O. (2025). Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems. European Conference on Information Systems, Amman, Jordan.
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2025 | Conference Paper | LibreCat-ID: 60958
Brennig, K. (2025). Revealing the Unspoken: Using LLMs to Mobilize and Enrich Tacit Knowledge in Event Logs of Knowledge-Intensive Processes. AMCIS 2025 Proceedings. 11. Americas Conference on Information Systems, Montréal.
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2025 | Working Paper | LibreCat-ID: 63026
Althaus, M., Beverungen, D., Flath, B., Halimeh, H., Hansmeier, P., zur Heiden, P., Kundisch, D., Müller, M., Müller, O., Oberthür, S., Vorbohle, C., Momen Pour Tafreshi, M., Mauß, S., Mücke, A., Müller, J., Peter, M., Schmitt-Chandon, A., Sellerberg, K., & Steinhäuser, M. (2025). Positionspapier Use Case 1: Vernetzte Kulturplattformen.
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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.
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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.
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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.
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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
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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
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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
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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).
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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.
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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).
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