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73 Publications
2026 | Journal Article | LibreCat-ID: 65105
P. zur Heiden et al., “Data Spaces for Heterogeneous Data Ecosystems – Findings from a Design Study in the Cultural Sector,” Communications of the Association for Information Systems.
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2026 | Journal Article | LibreCat-ID: 65810
D. R. Zapata Gonzalez, M. Meyer, K. Zalipski, and O. Müller, “Temporal causal feature selection for robust machine learning modelling of data center operations,” Applied Energy, vol. 417, Art. no. 127984, 2026, doi: 10.1016/j.apenergy.2026.127984.
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2026 | Conference Paper | LibreCat-ID: 66903
M. Meyer, S. B. Kaltenpoth, H. Albers, K. Zalipski, and O. Müller, “TS-Arena -- A Live Forecast Pre-Registration Platform,” 2026, doi: 10.1145/3770855.3817515.
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2025 | Conference Paper | LibreCat-ID: 63524 | 
H. Halimeh, F. Freese, and O. Müller, “LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning,” 2025, doi: 10.62036/isd.2025.68.
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2025 | Conference Paper | LibreCat-ID: 63523 |
H. Halimeh and P. zur Heiden, “Preserving Sovereignty and Privacy for Personalization: Designing a Federated Recommendation System for Data Spaces,” 2025, doi: 10.1109/cbi68102.2025.00019.
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2025 | Conference Paper | LibreCat-ID: 63525 |
H. Halimeh and O. Müller, “Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations,” presented at the The Second International Workshop on Recommender Systems for Sustainability and Social Good, RecSoGood 2025, Prague, Czech Republic, 2025, doi: 10.1007/978-3-032-13342-7.
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2025 | Working Paper | LibreCat-ID: 63026
M. Althaus et al., Positionspapier Use Case 1: Vernetzte Kulturplattformen. Universität Paderborn, SICP, 2025.
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2025 | Conference Paper | LibreCat-ID: 60680
D. R. Zapata Gonzalez, M. Meyer, and O. Müller, “Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems,” presented at the European Conference on Information Systems, Amman, Jordan, 2025.
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2025 | Conference Paper | LibreCat-ID: 60958
K. Brennig, “Revealing the Unspoken: Using LLMs to Mobilize and Enrich Tacit Knowledge in Event Logs of Knowledge-Intensive Processes,” presented at the Americas Conference on Information Systems, Montréal, 2025.
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2025 | Conference Paper | LibreCat-ID: 63400 |
D. R. Zapata Gonzalez, M. Meyer, and O. Müller, “Causal Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study,” in ACM SIGEnergy Energy Informatics Review, 2025, vol. 5, no. 2, pp. 4–10, doi: 10.1145/3757892.3757893.
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2025 | Journal Article | LibreCat-ID: 64870
M. Meyer, D. R. Zapata Gonzalez, S. B. Kaltenpoth, and O. Müller, “Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting,” IEEE Access, vol. 13, pp. 218141–218153, 2025, doi: 10.1109/access.2025.3648056.
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2024 | Journal Article | LibreCat-ID: 53130 |
M. Stumpe, P. Dieter, G. Schryen, O. Müller, and D. Beverungen, “Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study,” Transportation Research Part A: Policy and Practice, 2024.
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2024 | Conference Abstract | LibreCat-ID: 55096
K. Bösch, O. Müller, and M. Weinmann, “Not your Average Digital Nudge: Heterogeneous Effects of Personalized Nudges with CausalML,” 2024.
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2024 | Conference Paper | LibreCat-ID: 56945
S. B. Kaltenpoth and O. Müller, “Getting in Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment,” 2024.
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2023 | Conference Paper | LibreCat-ID: 37312 |
D. Leffrang, K. Bösch, and O. Müller, “Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time,” presented at the Hawaii International Conference on System Sciences, 2023.
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2023 | Conference Paper | LibreCat-ID: 50121
D. Leffrang, “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization,” in International Conference on Information Systems, Hyderabad, India, 2023, no. 10.
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2023 | Conference Paper | LibreCat-ID: 50118
D. Leffrang, “The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization,” in Wirtschaftsinformatik Conference, Paderborn, 2023, no. 19.
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2023 | Conference Paper | LibreCat-ID: 50431 |
H. Halimeh, F. Freese, and O. Müller, “Event Recommendations through the Lens of Vision and Language Foundation Models,” presented at the Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems, 2023.
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2023 | Conference Paper | LibreCat-ID: 45270 |
H. Halimeh, M. Caron, and O. Müller, “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features,” presented at the Hawaii International Conference on System Sciences, 2023.
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