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109 Publications
2025 | Conference Paper | LibreCat-ID: 60680
Zapata Gonzalez, David Ricardo, et al. Bridging the Gap between Data-Driven and Theory-Driven Modelling – Leveraging Causal Machine Learning for Integrative Modelling of Dynamical Systems. 2025.
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2025 | Conference Paper | LibreCat-ID: 61098
Kaltenpoth, Sascha Benjamin, et al. “A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules.” 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, Sascha Benjamin, and Oliver Müller. “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, vol. 4, no. 4, Association for Computing Machinery (ACM), 2025, pp. 16–22, doi:10.1145/3717413.3717415.
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2025 | Working Paper | LibreCat-ID: 63026
Althaus, Maike, et al. Positionspapier Use Case 1: Vernetzte Kulturplattformen. 2025.
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2025 | Conference Paper | LibreCat-ID: 63397 | 
Zapata Gonzalez, David Ricardo, et al. “Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling.” ACM SIGEnergy Energy Informatics Review, vol. 5, no. 3, Association for Computing Machinery (ACM), 2025, pp. 19–31, doi:10.1145/3777518.3777520.
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2025 | Conference Paper | LibreCat-ID: 63400 |
Zapata Gonzalez, David Ricardo, et al. “Causal Machine Learning Approaches for Modelling Data Center Heat Recovery: A Physical Testbed Study.” ACM SIGEnergy Energy Informatics Review, vol. 5, no. 2, Association for Computing Machinery (ACM), 2025, pp. 4–10, doi:10.1145/3757892.3757893.
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2024 | Journal Article | LibreCat-ID: 53130 |
Stumpe, Miriam, et al. “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
Bösch, Kevin, et al. “Not Your Average Digital Nudge: Heterogeneous Effects of Personalized Nudges with CausalML.” Proceedings of the Symposium on Statistical Challenges in Electronic Commerce Research, 2024.
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2024 | Journal Article | LibreCat-ID: 55500
Gitzel, Ralf, et al. “Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts.” IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2024, pp. 1–1, doi:10.1109/access.2024.3437195.
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2024 | Conference Paper | LibreCat-ID: 56945
Kaltenpoth, Sascha Benjamin, and Oliver Müller. “Getting in Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment.” Wirtschaftsinformatik 2024 Proceedings, 2024.
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2023 | Journal Article | LibreCat-ID: 45112
Beverungen, Daniel, et al. “Digital Responsibility – a Multilevel Framework for Responsible Digitalization.” Business & Information Systems Engineering, vol. 65, no. 4, 2023, pp. 463–74, doi:https://doi.org/10.1007/s12599-023-00822-x.
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2023 | Conference Paper | LibreCat-ID: 37312 |
Leffrang, Dirk, et al. “Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time.” Hawaii International Conference on System Sciences, 2023.
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2023 | Conference Paper | LibreCat-ID: 50431 |
Halimeh, Haya, et al. “Event Recommendations through the Lens of Vision and Language Foundation Models.” 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, Haya, et al. “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features.” Hawaii International Conference on System Sciences, 2023.
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2023 | Conference Paper | LibreCat-ID: 37058
Brennig, Katharina, and Oliver Müller. “More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency.” Hawaii International Conference on System Sciences, 2023.
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2023 | Book Chapter | LibreCat-ID: 50450
Brennig, Katharina, et al. “Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?” Business Process Management Workshops, 2023, doi:10.1007/978-3-031-50974-2_33.
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2023 | Report | LibreCat-ID: 47107
Beverungen, Daniel, 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, Tim, et al. “Using Geolocated Text to Quantify Location in Real Estate Appraisal.” 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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2022 | Journal Article | LibreCat-ID: 35620
Kucklick, Jan-Peter, and Oliver Müller. “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-Based Real Estate Appraisal.” ACM Transactions on Management Information Systems, Association for Computing Machinery (ACM), 2022, doi:10.1145/3567430.
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2022 | Conference Paper | LibreCat-ID: 36912
Löhr, Bernd, et al. “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing.” International Conference on Business Process Management, 2022, doi:10.1007/978-3-031-16103-2_18.
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