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73 Publications
2026 | Journal Article | LibreCat-ID: 65105
@article{zur Heiden_Halimeh_Hansmeier_Vorbohle_Althaus_Beverungen_Kundisch_Müller, title={Data Spaces for Heterogeneous Data Ecosystems – Findings from a Design Study in the Cultural Sector}, journal={Communications of the Association for Information Systems}, author={zur Heiden, Philipp and Halimeh, Haya and Hansmeier, Philipp and Vorbohle, Christian and Althaus, Maike and Beverungen, Daniel and Kundisch, Dennis and Müller, Oliver} }
LibreCat
2026 | Journal Article | LibreCat-ID: 65810
@article{Zapata Gonzalez_Meyer_Zalipski_Müller_2026, title={Temporal causal feature selection for robust machine learning modelling of data center operations}, volume={417}, DOI={10.1016/j.apenergy.2026.127984}, number={127984}, journal={Applied Energy}, publisher={Elsevier BV}, author={Zapata Gonzalez, David Ricardo and Meyer, Marcel and Zalipski, Kevin and Müller, Oliver}, year={2026} }
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2026 | Conference Paper | LibreCat-ID: 66903
@inproceedings{Meyer_Kaltenpoth_Albers_Zalipski_Müller_2026, title={TS-Arena -- A Live Forecast Pre-Registration Platform}, DOI={10.1145/3770855.3817515}, booktitle={Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2}, publisher={ACM}, author={Meyer, Marcel and Kaltenpoth, Sascha Benjamin and Albers, Henrik and Zalipski, Kevin and Müller, Oliver}, year={2026} }
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2025 | Book Chapter | LibreCat-ID: 58724
@inbook{Brennig_Kaltenpoth_Müller_2025, place={Cham}, title={Straight Outta Logs: Can Large Language Models Overcome Preprocessing in Next Event Prediction?}, DOI={10.1007/978-3-031-78666-2_15}, booktitle={Lecture Notes in Business Information Processing}, publisher={Springer Nature Switzerland}, author={Brennig, Katharina and Kaltenpoth, Sascha Benjamin and Müller, Oliver}, year={2025} }
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2025 | Conference Paper | LibreCat-ID: 63524 | 
@inproceedings{Halimeh_Freese_Müller_2025, title={LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning}, DOI={10.62036/isd.2025.68}, booktitle={International Conference on Information Systems Development}, publisher={University of Gdansk, Department of Business Informatics & University of Belgrade, Faculty of Organizational Sciences}, author={Halimeh, Haya and Freese, Florian and Müller, Oliver}, year={2025} }
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2025 | Conference Paper | LibreCat-ID: 63523 |
@inproceedings{Halimeh_zur Heiden_2025, title={Preserving Sovereignty and Privacy for Personalization: Designing a Federated Recommendation System for Data Spaces}, DOI={10.1109/cbi68102.2025.00019}, booktitle={2025 27th International Conference on Business Informatics (CBI)}, publisher={IEEE}, author={Halimeh, Haya and zur Heiden, Philipp}, year={2025} }
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2025 | Conference Paper | LibreCat-ID: 63525 |
@inproceedings{Halimeh_Müller_2025, title={Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations}, DOI={10.1007/978-3-032-13342-7}, author={Halimeh, Haya and Müller, Oliver}, year={2025} }
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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: 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: 60958
@inproceedings{Brennig_2025, title={Revealing the Unspoken: Using LLMs to Mobilize and Enrich Tacit Knowledge in Event Logs of Knowledge-Intensive Processes}, booktitle={AMCIS 2025 Proceedings. 11.}, author={Brennig, Katharina}, year={2025} }
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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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2025 | Journal Article | LibreCat-ID: 64870
@article{Meyer_Zapata Gonzalez_Kaltenpoth_Müller_2025, title={Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting}, volume={13}, DOI={10.1109/access.2025.3648056}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Meyer, Marcel and Zapata Gonzalez, David Ricardo and Kaltenpoth, Sascha Benjamin and Müller, Oliver}, year={2025}, pages={218141–218153} }
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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 | 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 | 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: 50121
@inproceedings{Leffrang_2023, title={AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization}, number={10}, booktitle={International Conference on Information Systems}, author={Leffrang, Dirk}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50118
@inproceedings{Leffrang_2023, title={The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization}, number={19}, booktitle={Wirtschaftsinformatik Conference}, author={Leffrang, Dirk}, 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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