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.
LibreCat: /record/53130

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
LibreCat: /record/45299
DOI: 10.1080/12460125.2023.2207268

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
LibreCat: /record/45112
DOI: https://doi.org/10.1007/s12599-023-00822-x

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.
LibreCat: /record/37312

Leffrang D. AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. In: International Conference on Information Systems. ; 2023.
LibreCat: /record/50121

Leffrang D. The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. In: Wirtschaftsinformatik Conference. ; 2023.
LibreCat: /record/50118

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.
LibreCat: /record/50431

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.
LibreCat: /record/45270

Reimann R, Caron M. Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. In: Wirtschaftsinformatik. ; 2023.
LibreCat: /record/50437

Brennig K, Müller O. More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency. In: Hawaii International Conference on System Sciences. ; 2023.
LibreCat: /record/37058

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. ; 2023.
LibreCat: /record/50459

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
LibreCat: /record/50450
DOI: 10.1007/978-3-031-50974-2_33

Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
LibreCat: /record/27506

Kucklick J-P. Towards a model- and data-focused taxonomy of XAI systems. In: Wirtschaftsinformatik 2022 Proceedings. ; 2022.
LibreCat: /record/29539

Shollo A, Hopf K, Thiess T, Müller O. Shifting ML value creation mechanisms: A process model of ML value creation. The Journal of Strategic Information Systems. 2022;31(3). doi:10.1016/j.jsis.2022.101734
LibreCat: /record/32866
DOI: 10.1016/j.jsis.2022.101734

Kucklick J-P, Müller O. Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. ACM Transactions on Management Information Systems. Published online 2022. doi:10.1145/3567430
LibreCat: /record/35620
DOI: 10.1145/3567430

Löhr B, Brennig K, Bartelheimer C, Beverungen D, Müller O. Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing. In: International Conference on Business Process Management. ; 2022. doi:10.1007/978-3-031-16103-2_18
LibreCat: /record/36912
DOI: 10.1007/978-3-031-16103-2_18

Caron M. Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. In: 2022 IEEE International Conference on Big Data (Big Data). IEEE; 2022. doi:10.1109/bigdata55660.2022.10020933
LibreCat: /record/42631
DOI: 10.1109/bigdata55660.2022.10020933

Caron M, Bäumer FS, Müller O. Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. In: 55th Hawaii International Conference on System Sciences (HICSS). ; 2022.
LibreCat: /record/25113

Kucklick J-P, Müller O. 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. ; 2021.
LibreCat: /record/21204