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109 Publications
2025 | Conference Paper | LibreCat-ID: 60680
Zapata Gonzalez DR, Meyer M, Müller O. Bridging the gap between data-driven and theory-driven modelling – leveraging causal machine learning for integrative modelling of dynamical systems. In: ; 2025.
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2025 | Conference Paper | LibreCat-ID: 61098
Kaltenpoth SB, Skolik AM, Müller O, Beverungen D. A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules. In: Lecture Notes in Computer Science. Springer Nature Switzerland; 2025. doi:10.1007/978-3-032-02867-9_19
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2025 | Journal Article | LibreCat-ID: 61160
Kaltenpoth SB, Müller O. 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. ACM SIGEnergy Energy Informatics Review. 2025;4(4):16-22. doi:10.1145/3717413.3717415
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2025 | Working Paper | LibreCat-ID: 63026
Althaus M, Beverungen D, Flath B, et al. Positionspapier Use Case 1: Vernetzte Kulturplattformen.; 2025.
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2025 | Conference Paper | LibreCat-ID: 63397 | 
Zapata Gonzalez DR, Brennig K, Benkert K, Schlosser F, Müller O. Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling. In: ACM SIGEnergy Energy Informatics Review. Vol 5. Association for Computing Machinery (ACM); 2025:19-31. doi:10.1145/3777518.3777520
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2025 | Conference Paper | LibreCat-ID: 63400 |
Zapata Gonzalez DR, Meyer M, Müller O. Causal Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study. In: ACM SIGEnergy Energy Informatics Review. Vol 5. Association for Computing Machinery (ACM); 2025:4-10. doi:10.1145/3757892.3757893
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2024 | Journal Article | LibreCat-ID: 53130 |
Stumpe M, Dieter P, Schryen G, Müller O, Beverungen D. Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study. Transportation Research Part A: Policy and Practice. Published online 2024.
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2024 | Conference Abstract | LibreCat-ID: 55096
Bösch K, Müller O, Weinmann M. Not your Average Digital Nudge: Heterogeneous Effects of Personalized Nudges with CausalML. In: Proceedings of the Symposium on Statistical Challenges in Electronic Commerce Research. ; 2024.
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2024 | Journal Article | LibreCat-ID: 55500
Gitzel R, Hoffmann M, zur Heiden P, et al. Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts. IEEE Access. Published online 2024:1-1. doi:10.1109/access.2024.3437195
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2024 | Conference Paper | LibreCat-ID: 56945
Kaltenpoth SB, Müller O. Getting in Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment. In: Wirtschaftsinformatik 2024 Proceedings. ; 2024.
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2023 | Journal Article | LibreCat-ID: 45112
Beverungen D, Kundisch D, Mirbabaie M, et al. Digital Responsibility – a Multilevel Framework for Responsible Digitalization. Business & Information Systems Engineering. 2023;65(4):463-474. doi: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. Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. In: Hawaii International Conference on System Sciences. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 50431 |
Halimeh H, Freese F, Müller O. Event Recommendations through the Lens of Vision and Language Foundation Models. In: 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 |
Halimeh H, Caron M, Müller O. Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. In: Hawaii International Conference on System Sciences. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 37058
Brennig K, Müller O. More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency. In: Hawaii International Conference on System Sciences. ; 2023.
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2023 | Book Chapter | LibreCat-ID: 50450
Brennig K, Benkert K, Löhr B, Müller O. Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter? In: Business Process Management Workshops. ; 2023. doi:10.1007/978-3-031-50974-2_33
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2023 | Report | LibreCat-ID: 47107
Beverungen D, zur Heiden P, Lehrer C, et al. Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research. Department of Information Systems, Paderborn University; 2023.
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2022 | Conference Paper | LibreCat-ID: 27507 |
Heuwinkel T, Kucklick J-P, Müller O. Using Geolocated Text to Quantify Location in Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
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2022 | Journal Article | LibreCat-ID: 35620
Kucklick J-P, Müller O. Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. ACM Transactions on Management Information Systems. Published online 2022. doi:10.1145/3567430
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2022 | Conference Paper | LibreCat-ID: 36912
Löhr B, Brennig K, Bartelheimer C, Beverungen D, Müller O. Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing. In: International Conference on Business Process Management. ; 2022. doi:10.1007/978-3-031-16103-2_18
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