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58 Publications
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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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 | 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 | 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}, 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 | 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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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: 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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2022 | Journal Article | LibreCat-ID: 32866
@article{Shollo_Hopf_Thiess_Müller_2022, title={Shifting ML value creation mechanisms: A process model of ML value creation}, volume={31}, DOI={10.1016/j.jsis.2022.101734}, number={3101734}, journal={The Journal of Strategic Information Systems}, publisher={Elsevier BV}, author={Shollo, Arisa and Hopf, Konstantin and Thiess, Tiemo and Müller, Oliver}, year={2022} }
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2022 | Journal Article | LibreCat-ID: 35620
@article{Kucklick_Müller_2022, title={Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal}, DOI={10.1145/3567430}, journal={ACM Transactions on Management Information Systems}, publisher={Association for Computing Machinery (ACM)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 36912
@inproceedings{Löhr_Brennig_Bartelheimer_Beverungen_Müller_2022, title={Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing}, DOI={10.1007/978-3-031-16103-2_18}, booktitle={International Conference on Business Process Management}, author={Löhr, Bernd and Brennig, Katharina and Bartelheimer, Christian and Beverungen, Daniel and Müller, Oliver}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 42631
@inproceedings{Caron_2022, title={Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift}, DOI={10.1109/bigdata55660.2022.10020933}, booktitle={2022 IEEE International Conference on Big Data (Big Data)}, publisher={IEEE}, author={Caron, Matthew}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 25113
@inproceedings{Caron_Bäumer_Müller_2022, title={Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models}, booktitle={55th Hawaii International Conference on System Sciences (HICSS)}, author={Caron, Matthew and Bäumer, Frederik S. and Müller, Oliver}, year={2022} }
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2021 | Conference Paper | LibreCat-ID: 21204 |
@inproceedings{Kucklick_Müller_2021, title={A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal}, booktitle={ The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2021} }
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