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58 Publications
2024 | Journal Article | LibreCat-ID: 53130 | 
Stumpe, M., Dieter, P., Schryen, G., Müller, O., & Beverungen, D. (2024). Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study. Transportation Research Part A: Policy and Practice.
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2023 | Journal Article | LibreCat-ID: 45299
Kucklick, J.-P. (2023). HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems, 1–41. https://doi.org/10.1080/12460125.2023.2207268
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2023 | Journal Article | LibreCat-ID: 45112
Beverungen, D., Kundisch, D., Mirbabaie, M., Müller, O., Schryen, G., Trang, S. T.-N., & Trier, M. (2023). Digital Responsibility – a Multilevel Framework for Responsible Digitalization. Business & Information Systems Engineering, 65(4), 463–474. 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. (2023). Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.
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2023 | Conference Paper | LibreCat-ID: 50121
Leffrang, D. (2023). AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. International Conference on Information Systems, 10.
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2023 | Conference Paper | LibreCat-ID: 50118
Leffrang, D. (2023). The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. Wirtschaftsinformatik Conference, 19.
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2023 | Conference Paper | LibreCat-ID: 50431 |
Halimeh, H., Freese, F., & Müller, O. (2023). 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. Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems.
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2023 | Conference Paper | LibreCat-ID: 45270 |
Halimeh, H., Caron, M., & Müller, O. (2023). Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.
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2023 | Conference Paper | LibreCat-ID: 50437
Reimann, R., & Caron, M. (2023). Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. Wirtschaftsinformatik. Wirtschaftsinformatik, Paderborn, Germany.
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2023 | Conference Paper | LibreCat-ID: 37058
Brennig, K., & Müller, O. (2023). More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency. Hawaii International Conference on System Sciences. 56th Hawaii International Conference on System Sciences, Lāhainā.
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2023 | Conference Paper | LibreCat-ID: 50459
Brock, J., Löhr, B., Brennig, K., Seger, T., Bartelheimer, C., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2023). A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities. European Conference on Information Systems.
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2023 | Book Chapter | LibreCat-ID: 50450
Brennig, K., Benkert, K., Löhr, B., & Müller, O. (2023). Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter? In Business Process Management Workshops. https://doi.org/10.1007/978-3-031-50974-2_33
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2022 | Conference Paper | LibreCat-ID: 27506 |
Kucklick, J.-P. (2022). Visual Interpretability of Image-based Real Estate Appraisal. 55th Annual Hawaii International Conference on System Sciences (HICSS-55). Hawaii International Conference on System Science (HICSS), Virtual.
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2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick, J.-P. (2022). Towards a model- and data-focused taxonomy of XAI systems. Wirtschaftsinformatik 2022 Proceedings. Wirtschaftsinformatik 2022 (WI22), Nürnberg (online).
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2022 | Journal Article | LibreCat-ID: 32866
Shollo, A., Hopf, K., Thiess, T., & Müller, O. (2022). Shifting ML value creation mechanisms: A process model of ML value creation. The Journal of Strategic Information Systems, 31(3), Article 101734. https://doi.org/10.1016/j.jsis.2022.101734
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2022 | Journal Article | LibreCat-ID: 35620
Kucklick, J.-P., & Müller, O. (2022). Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. ACM Transactions on Management Information Systems. https://doi.org/10.1145/3567430
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2022 | Conference Paper | LibreCat-ID: 36912
Löhr, B., Brennig, K., Bartelheimer, C., Beverungen, D., & Müller, O. (2022). Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing. International Conference on Business Process Management. https://doi.org/10.1007/978-3-031-16103-2_18
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2022 | Conference Paper | LibreCat-ID: 42631
Caron, M. (2022). Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. 2022 IEEE International Conference on Big Data (Big Data). 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan. https://doi.org/10.1109/bigdata55660.2022.10020933
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2022 | Conference Paper | LibreCat-ID: 25113
Caron, M., Bäumer, F. S., & Müller, O. (2022). Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. 55th Hawaii International Conference on System Sciences (HICSS). 55th Hawaii International Conference on System Sciences (HICSS), Online.
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2021 | Conference Paper | LibreCat-ID: 21204 |
Kucklick, J.-P., & Müller, O. (2021). A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal. In The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services.
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