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116 Publications
2025 | Book Chapter | LibreCat-ID: 58724
@inbook{Brennig_Kaltenpoth_Müller_2025, place={Cham}, title={Straight Outta Logs: Can Large Language Models Overcome Preprocessing in Next Event Prediction?}, DOI={10.1007/978-3-031-78666-2_15}, booktitle={Lecture Notes in Business Information Processing}, publisher={Springer Nature Switzerland}, author={Brennig, Katharina and Kaltenpoth, Sascha Benjamin and Müller, Oliver}, year={2025} }
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2024 | Journal Article | LibreCat-ID: 53130 | 
@article{Stumpe_Dieter_Schryen_Müller_Beverungen_2024, title={Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study}, journal={Transportation Research Part A: Policy and Practice}, author={Stumpe, Miriam and Dieter, Peter and Schryen, Guido and Müller, Oliver and Beverungen, Daniel}, year={2024} }
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2024 | Conference Abstract | LibreCat-ID: 55096
@inproceedings{Bösch_Müller_Weinmann_2024, title={Not your Average Digital Nudge: Heterogeneous Effects of Personalized Nudges with CausalML}, booktitle={Proceedings of the Symposium on Statistical Challenges in Electronic Commerce Research}, author={Bösch, Kevin and Müller, Oliver and Weinmann, Markus}, year={2024} }
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2024 | Journal Article | LibreCat-ID: 55500
@article{Gitzel_Hoffmann_zur Heiden_Skolik_Kaltenpoth_Müller_Kanak_Kandiah_Stroh_Boos_et al._2024, title={Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts}, DOI={10.1109/access.2024.3437195}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Gitzel, Ralf and Hoffmann, Martin and zur Heiden, Philipp and Skolik, Alexander Marcus and Kaltenpoth, Sascha Benjamin and Müller, Oliver and Kanak, Cansu and Kandiah, Kajan and Stroh, Max-Ferdinand and Boos, Wolfgang and et al.}, year={2024}, pages={1–1} }
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2024 | Conference Paper | LibreCat-ID: 56945
@inproceedings{Kaltenpoth_Müller_2024, title={Getting in Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment}, booktitle={Wirtschaftsinformatik 2024 Proceedings}, author={Kaltenpoth, Sascha Benjamin and Müller, Oliver}, year={2024} }
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2023 | Journal Article | LibreCat-ID: 45112
@article{Beverungen_Kundisch_Mirbabaie_Müller_Schryen_Trang_Trier_2023, title={Digital Responsibility – a Multilevel Framework for Responsible Digitalization}, volume={65}, DOI={https://doi.org/10.1007/s12599-023-00822-x}, number={4}, journal={Business & Information Systems Engineering}, author={Beverungen, Daniel and Kundisch, Dennis and Mirbabaie, Milad and Müller, Oliver and Schryen, Guido and Trang, Simon Thanh-Nam and Trier, Matthias}, year={2023}, pages={463–474} }
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2023 | Conference Paper | LibreCat-ID: 37312 |
@inproceedings{Leffrang_Bösch_Müller_2023, title={Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time}, booktitle={Hawaii International Conference on System Sciences}, author={Leffrang, Dirk and Bösch, Kevin and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50121
@inproceedings{Leffrang_2023, title={AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization}, number={10}, booktitle={International Conference on Information Systems}, author={Leffrang, Dirk}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50118
@inproceedings{Leffrang_2023, title={The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization}, number={19}, booktitle={Wirtschaftsinformatik Conference}, author={Leffrang, Dirk}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50431 |
@inproceedings{Halimeh_Freese_Müller_2023, title={Event Recommendations through the Lens of Vision and Language Foundation Models}, booktitle={Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems}, author={Halimeh, Haya and Freese, Florian and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 45270 |
@inproceedings{Halimeh_Caron_Müller_2023, title={Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features}, booktitle={Hawaii International Conference on System Sciences}, author={Halimeh, Haya and Caron, Matthew and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50437
@inproceedings{Reimann_Caron_2023, title={Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach}, booktitle={Wirtschaftsinformatik}, author={Reimann, Raphael and Caron, Matthew}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 37058
@inproceedings{Brennig_Müller_2023, title={More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency}, booktitle={Hawaii International Conference on System Sciences}, author={Brennig, Katharina and Müller, Oliver}, year={2023} }
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2023 | Book Chapter | LibreCat-ID: 50450
@inbook{Brennig_Benkert_Löhr_Müller_2023, title={Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?}, DOI={10.1007/978-3-031-50974-2_33}, booktitle={Business Process Management Workshops}, author={Brennig, Katharina and Benkert, Kay and Löhr, Bernd and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50459
@inproceedings{Brock_Löhr_Brennig_Seger_Bartelheimer_von Enzberg_Kühn_Dumitrescu_2023, title={A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities}, booktitle={European Conference on Information Systems (ECIS)}, author={Brock, Jonathan and Löhr, Bernd and Brennig, Katharina and Seger, Thilo and Bartelheimer, Christian and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2023} }
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2023 | Journal Article | LibreCat-ID: 45299
@article{Kucklick_2023, title={HIEF: a holistic interpretability and explainability framework}, DOI={10.1080/12460125.2023.2207268}, journal={Journal of Decision Systems}, publisher={Taylor & Francis}, author={Kucklick, Jan-Peter}, year={2023}, pages={1–41} }
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2023 | Report | LibreCat-ID: 47107
@book{Beverungen_zur Heiden_Lehrer_Trier_Bartelheimer_Bradt_Distel_Drews_Ehmke_Fill_et al._2023, title={Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research}, publisher={Department of Information Systems, Paderborn University}, author={Beverungen, Daniel and zur Heiden, Philipp and Lehrer, Christiane and Trier, Matthias and Bartelheimer, Christian and Bradt, Tobias and Distel, Bettina and Drews, Paul and Ehmke, Jan Fabian and Fill, Hans-Georg and et al.}, year={2023} }
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2022 | Conference Paper | LibreCat-ID: 27506 |
@inproceedings{Kucklick_2022, title={Visual Interpretability of Image-based Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Kucklick, Jan-Peter}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 27507 |
@inproceedings{Heuwinkel_Kucklick_Müller_2022, title={Using Geolocated Text to Quantify Location in Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Heuwinkel, Tim and Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 29539 |
@inproceedings{Kucklick_2022, title={Towards a model- and data-focused taxonomy of XAI systems}, booktitle={Wirtschaftsinformatik 2022 Proceedings}, author={Kucklick, Jan-Peter}, year={2022} }
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