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109 Publications
2025 | Conference Paper | LibreCat-ID: 60680
@inproceedings{Zapata Gonzalez_Meyer_Müller_2025, title={Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems}, author={Zapata Gonzalez, David Ricardo and Meyer, Marcel and Müller, Oliver}, year={2025} }
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2025 | Conference Paper | LibreCat-ID: 61098
@inproceedings{Kaltenpoth_Skolik_Müller_Beverungen_2025, place={Cham}, title={A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules}, DOI={10.1007/978-3-032-02867-9_19}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Kaltenpoth, Sascha Benjamin and Skolik, Alexander Marcus and Müller, Oliver and Beverungen, Daniel}, year={2025} }
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2025 | Journal Article | LibreCat-ID: 61160
@article{Kaltenpoth_Müller_2025, title={Don’t Touch the Power Line - A Proof-of-Concept for Aligned LLM-Based Assistance Systems to Support the Maintenance in the Electricity Distribution System}, volume={4}, DOI={10.1145/3717413.3717415}, number={4}, journal={ACM SIGEnergy Energy Informatics Review}, publisher={Association for Computing Machinery (ACM)}, author={Kaltenpoth, Sascha Benjamin and Müller, Oliver}, year={2025}, pages={16–22} }
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2025 | Working Paper | LibreCat-ID: 63026
@book{Althaus_Beverungen_Flath_Halimeh_Hansmeier_zur Heiden_Kundisch_Müller_Müller_Oberthür_et al._2025, place={Universität Paderborn, SICP}, title={Positionspapier Use Case 1: Vernetzte Kulturplattformen}, author={Althaus, Maike and Beverungen, Daniel and Flath, Beate and Halimeh, Haya and Hansmeier, Philipp and zur Heiden, Philipp and Kundisch, Dennis and Müller, Michelle and Müller, Oliver and Oberthür, Simon and et al.}, year={2025} }
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2025 | Conference Paper | LibreCat-ID: 63397 | 
@inproceedings{Zapata Gonzalez_Brennig_Benkert_Schlosser_Müller_2025, title={Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling}, volume={5}, DOI={10.1145/3777518.3777520}, number={3}, booktitle={ACM SIGEnergy Energy Informatics Review}, publisher={Association for Computing Machinery (ACM)}, author={Zapata Gonzalez, David Ricardo and Brennig, Katharina and Benkert, Kay and Schlosser, Florian and Müller, Oliver}, year={2025}, pages={19–31} }
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2025 | Conference Paper | LibreCat-ID: 63400 |
@inproceedings{Zapata Gonzalez_Meyer_Müller_2025, title={Causal Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study}, volume={5}, DOI={10.1145/3757892.3757893}, number={2}, booktitle={ACM SIGEnergy Energy Informatics Review}, publisher={Association for Computing Machinery (ACM)}, author={Zapata Gonzalez, David Ricardo and Meyer, Marcel and Müller, Oliver}, year={2025}, pages={4–10} }
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2024 | Journal Article | LibreCat-ID: 53130 |
@article{Stumpe_Dieter_Schryen_Müller_Beverungen_2024, title={Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study}, journal={Transportation Research Part A: Policy and Practice}, author={Stumpe, Miriam and Dieter, Peter and Schryen, Guido and Müller, Oliver and Beverungen, Daniel}, year={2024} }
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2024 | Conference Abstract | LibreCat-ID: 55096
@inproceedings{Bösch_Müller_Weinmann_2024, title={Not your Average Digital Nudge: Heterogeneous Effects of Personalized Nudges with CausalML}, booktitle={Proceedings of the Symposium on Statistical Challenges in Electronic Commerce Research}, author={Bösch, Kevin and Müller, Oliver and Weinmann, Markus}, year={2024} }
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2024 | Journal Article | LibreCat-ID: 55500
@article{Gitzel_Hoffmann_zur Heiden_Skolik_Kaltenpoth_Müller_Kanak_Kandiah_Stroh_Boos_et al._2024, title={Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts}, DOI={10.1109/access.2024.3437195}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Gitzel, Ralf and Hoffmann, Martin and zur Heiden, Philipp and Skolik, Alexander Marcus and Kaltenpoth, Sascha Benjamin and Müller, Oliver and Kanak, Cansu and Kandiah, Kajan and Stroh, Max-Ferdinand and Boos, Wolfgang and et al.}, year={2024}, pages={1–1} }
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2024 | Conference Paper | LibreCat-ID: 56945
@inproceedings{Kaltenpoth_Müller_2024, title={Getting in Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment}, booktitle={Wirtschaftsinformatik 2024 Proceedings}, author={Kaltenpoth, Sascha Benjamin and Müller, Oliver}, year={2024} }
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2023 | Journal Article | LibreCat-ID: 45112
@article{Beverungen_Kundisch_Mirbabaie_Müller_Schryen_Trang_Trier_2023, title={Digital Responsibility – a Multilevel Framework for Responsible Digitalization}, volume={65}, DOI={https://doi.org/10.1007/s12599-023-00822-x}, number={4}, journal={Business & Information Systems Engineering}, author={Beverungen, Daniel and Kundisch, Dennis and Mirbabaie, Milad and Müller, Oliver and Schryen, Guido and Trang, Simon Thanh-Nam and Trier, Matthias}, year={2023}, pages={463–474} }
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2023 | Conference Paper | LibreCat-ID: 37312 |
@inproceedings{Leffrang_Bösch_Müller_2023, title={Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time}, booktitle={Hawaii International Conference on System Sciences}, author={Leffrang, Dirk and Bösch, Kevin and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50431 |
@inproceedings{Halimeh_Freese_Müller_2023, title={Event Recommendations through the Lens of Vision and Language Foundation Models}, booktitle={Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems}, author={Halimeh, Haya and Freese, Florian and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 45270 |
@inproceedings{Halimeh_Caron_Müller_2023, title={Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features}, booktitle={Hawaii International Conference on System Sciences}, author={Halimeh, Haya and Caron, Matthew and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 37058
@inproceedings{Brennig_Müller_2023, title={More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency}, booktitle={Hawaii International Conference on System Sciences}, author={Brennig, Katharina and Müller, Oliver}, year={2023} }
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2023 | Book Chapter | LibreCat-ID: 50450
@inbook{Brennig_Benkert_Löhr_Müller_2023, title={Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?}, DOI={10.1007/978-3-031-50974-2_33}, booktitle={Business Process Management Workshops}, author={Brennig, Katharina and Benkert, Kay and Löhr, Bernd and Müller, Oliver}, year={2023} }
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2023 | Report | LibreCat-ID: 47107
@book{Beverungen_zur Heiden_Lehrer_Trier_Bartelheimer_Bradt_Distel_Drews_Ehmke_Fill_et al._2023, title={Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research}, publisher={Department of Information Systems, Paderborn University}, author={Beverungen, Daniel and zur Heiden, Philipp and Lehrer, Christiane and Trier, Matthias and Bartelheimer, Christian and Bradt, Tobias and Distel, Bettina and Drews, Paul and Ehmke, Jan Fabian and Fill, Hans-Georg and et al.}, year={2023} }
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2022 | Conference Paper | LibreCat-ID: 27507 |
@inproceedings{Heuwinkel_Kucklick_Müller_2022, title={Using Geolocated Text to Quantify Location in Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Heuwinkel, Tim and Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }
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2022 | Journal Article | LibreCat-ID: 35620
@article{Kucklick_Müller_2022, title={Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal}, DOI={10.1145/3567430}, journal={ACM Transactions on Management Information Systems}, publisher={Association for Computing Machinery (ACM)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 36912
@inproceedings{Löhr_Brennig_Bartelheimer_Beverungen_Müller_2022, title={Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing}, DOI={10.1007/978-3-031-16103-2_18}, booktitle={International Conference on Business Process Management}, author={Löhr, Bernd and Brennig, Katharina and Bartelheimer, Christian and Beverungen, Daniel and Müller, Oliver}, year={2022} }
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