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116 Publications
2025 | Book Chapter | LibreCat-ID: 58724
Brennig K, Kaltenpoth SB, Müller O. Straight Outta Logs: Can Large Language Models Overcome Preprocessing in Next Event Prediction? In: 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 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: 50121
Leffrang D. AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. In: International Conference on Information Systems. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 50118
Leffrang D. The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. In: Wirtschaftsinformatik Conference. ; 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: 50437
Reimann R, Caron M. Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. In: Wirtschaftsinformatik. ; 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 | Conference Paper | LibreCat-ID: 50459
Brock J, Löhr B, Brennig K, et al. A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities. In: European Conference on Information Systems (ECIS). ; 2023.
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2023 | Journal Article | LibreCat-ID: 45299
Kucklick J-P. HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems. Published online 2023:1-41. doi:10.1080/12460125.2023.2207268
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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: 27506 |
Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
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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 | Conference Paper | LibreCat-ID: 29539 |
Kucklick J-P. Towards a model- and data-focused taxonomy of XAI systems. In: Wirtschaftsinformatik 2022 Proceedings. ; 2022.
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