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116 Publications
2025 | Book Chapter | LibreCat-ID: 58724
Brennig, Katharina, et al. “Straight Outta Logs: Can Large Language Models Overcome Preprocessing in Next Event Prediction?” Lecture Notes in Business Information Processing, Springer Nature Switzerland, 2025, doi:10.1007/978-3-031-78666-2_15.
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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: 50121
Leffrang, Dirk. “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization.” International Conference on Information Systems, no. 10, 2023.
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2023 | Conference Paper | LibreCat-ID: 50118
Leffrang, Dirk. “The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization.” Wirtschaftsinformatik Conference, no. 19, 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: 50437
Reimann, Raphael, and Matthew Caron. “Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach.” Wirtschaftsinformatik, 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 | Conference Paper | LibreCat-ID: 50459
Brock, Jonathan, et al. “A Process Mining Maturity Model: Enabling Organizations to Assess and Improve Their Process Mining Activities.” European Conference on Information Systems (ECIS), 2023.
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2023 | Journal Article | LibreCat-ID: 45299
Kucklick, Jan-Peter. “HIEF: A Holistic Interpretability and Explainability Framework.” Journal of Decision Systems, Taylor & Francis, 2023, pp. 1–41, doi:10.1080/12460125.2023.2207268.
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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: 27506 |
Kucklick, Jan-Peter. “Visual Interpretability of Image-Based Real Estate Appraisal.” 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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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 | Conference Paper | LibreCat-ID: 29539 |
Kucklick, Jan-Peter. “Towards a Model- and Data-Focused Taxonomy of XAI Systems.” Wirtschaftsinformatik 2022 Proceedings, 2022.
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