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64 Publications
2025 | Book Chapter | LibreCat-ID: 58724
Straight Outta Logs: Can Large Language Models Overcome Preprocessing in Next Event Prediction?
K. Brennig, S.B. Kaltenpoth, O. Müller, in: Lecture Notes in Business Information Processing, Springer Nature Switzerland, Cham, 2025.
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K. Brennig, S.B. Kaltenpoth, O. Müller, in: Lecture Notes in Business Information Processing, Springer Nature Switzerland, Cham, 2025.
2025 | Conference Paper | LibreCat-ID: 60680
Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems
D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: 2025.
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D.R. Zapata Gonzalez, M. Meyer, O. Müller, in: 2025.
2025 | Conference Paper | LibreCat-ID: 60958
Revealing the Unspoken: Using LLMs to Mobilize and Enrich Tacit Knowledge in Event Logs of Knowledge-Intensive Processes
K. Brennig, in: AMCIS 2025 Proceedings. 11., 2025.
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K. Brennig, in: AMCIS 2025 Proceedings. 11., 2025.
2025 | Working Paper | LibreCat-ID: 63026
Positionspapier Use Case 1: Vernetzte Kulturplattformen
M. Althaus, D. Beverungen, B. Flath, H. Halimeh, P. Hansmeier, P. zur Heiden, D. Kundisch, M. Müller, O. Müller, S. Oberthür, C. Vorbohle, M. Momen Pour Tafreshi, S. Mauß, A. Mücke, J. Müller, M. Peter, A. Schmitt-Chandon, K. Sellerberg, M. Steinhäuser, Positionspapier Use Case 1: Vernetzte Kulturplattformen, Universität Paderborn, SICP, 2025.
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M. Althaus, D. Beverungen, B. Flath, H. Halimeh, P. Hansmeier, P. zur Heiden, D. Kundisch, M. Müller, O. Müller, S. Oberthür, C. Vorbohle, M. Momen Pour Tafreshi, S. Mauß, A. Mücke, J. Müller, M. Peter, A. Schmitt-Chandon, K. Sellerberg, M. Steinhäuser, Positionspapier Use Case 1: Vernetzte Kulturplattformen, Universität Paderborn, SICP, 2025.
2024 | Journal Article | LibreCat-ID: 53130 | 
Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study
M. Stumpe, P. Dieter, G. Schryen, O. Müller, D. Beverungen, Transportation Research Part A: Policy and Practice (2024).
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M. Stumpe, P. Dieter, G. Schryen, O. Müller, D. Beverungen, Transportation Research Part A: Policy and Practice (2024).
2024 | Conference Abstract | LibreCat-ID: 55096
Not your Average Digital Nudge: Heterogeneous Effects of Personalized Nudges with CausalML
K. Bösch, O. Müller, M. Weinmann, in: Proceedings of the Symposium on Statistical Challenges in Electronic Commerce Research, 2024.
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K. Bösch, O. Müller, M. Weinmann, in: Proceedings of the Symposium on Statistical Challenges in Electronic Commerce Research, 2024.
2024 | Conference Paper | LibreCat-ID: 56945
Getting in Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment
S.B. Kaltenpoth, O. Müller, in: Wirtschaftsinformatik 2024 Proceedings, 2024.
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S.B. Kaltenpoth, O. Müller, in: Wirtschaftsinformatik 2024 Proceedings, 2024.
2023 | Journal Article | LibreCat-ID: 45112
Digital Responsibility – a Multilevel Framework for Responsible Digitalization
D. Beverungen, D. Kundisch, M. Mirbabaie, O. Müller, G. Schryen, S.T.-N. Trang, M. Trier, Business & Information Systems Engineering 65 (2023) 463–474.
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D. Beverungen, D. Kundisch, M. Mirbabaie, O. Müller, G. Schryen, S.T.-N. Trang, M. Trier, Business & Information Systems Engineering 65 (2023) 463–474.
2023 | Conference Paper | LibreCat-ID: 37312 |
Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time
D. Leffrang, K. Bösch, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
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D. Leffrang, K. Bösch, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
2023 | Conference Paper | LibreCat-ID: 50121
AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization
D. Leffrang, in: International Conference on Information Systems, 2023.
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D. Leffrang, in: International Conference on Information Systems, 2023.
2023 | Conference Paper | LibreCat-ID: 50118
The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization
D. Leffrang, in: Wirtschaftsinformatik Conference, 2023.
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D. Leffrang, in: Wirtschaftsinformatik Conference, 2023.
2023 | Conference Paper | LibreCat-ID: 50431 |
Event Recommendations through the Lens of Vision and Language Foundation Models
H. Halimeh, F. Freese, O. Müller, in: Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems, 2023.
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H. Halimeh, F. Freese, O. Müller, in: Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems, 2023.
2023 | Conference Paper | LibreCat-ID: 45270 |
Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features
H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
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H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
2023 | Conference Paper | LibreCat-ID: 50437
Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach
R. Reimann, M. Caron, in: Wirtschaftsinformatik, 2023.
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R. Reimann, M. Caron, in: Wirtschaftsinformatik, 2023.
2023 | Conference Paper | LibreCat-ID: 37058
More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency
K. Brennig, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
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K. Brennig, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
2023 | Book Chapter | LibreCat-ID: 50450
Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?
K. Brennig, K. Benkert, B. Löhr, O. Müller, in: Business Process Management Workshops, 2023.
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K. Brennig, K. Benkert, B. Löhr, O. Müller, in: Business Process Management Workshops, 2023.
2023 | Journal Article | LibreCat-ID: 45299
HIEF: a holistic interpretability and explainability framework
J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.
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J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.
2023 | Conference Paper | LibreCat-ID: 50459
A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities
J. Brock, B. Löhr, K. Brennig, T. Seger, C. Bartelheimer, S. von Enzberg, A. Kühn, R. Dumitrescu, in: European Conference on Information Systems (ECIS), 2023.
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J. Brock, B. Löhr, K. Brennig, T. Seger, C. Bartelheimer, S. von Enzberg, A. Kühn, R. Dumitrescu, in: European Conference on Information Systems (ECIS), 2023.
2022 | Conference Paper | LibreCat-ID: 27506 |
Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
2022 | Conference Paper | LibreCat-ID: 29539 |
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
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J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.