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103 Publications
2024 | Journal Article | LibreCat-ID: 53130 | 
Stumpe, Miriam, Peter Dieter, Guido Schryen, Oliver Müller, and Daniel Beverungen. “Designing Taxi Ridesharing Systems with Shared Pick-up and Drop-off Locations: Insights from a Computational Study.” Transportation Research Part A: Policy and Practice, 2024.
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2024 | Conference Abstract | LibreCat-ID: 55096
Bösch, Kevin, Oliver Müller, and Markus Weinmann. “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, Ralf, Martin Hoffmann, Philipp zur Heiden, Alexander Marcus Skolik, Sascha Benjamin Kaltenpoth, Oliver Müller, Cansu Kanak, et al. “Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts.” IEEE Access, 2024, 1–1. https://doi.org/10.1109/access.2024.3437195.
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2024 | Conference Paper | LibreCat-ID: 56945
Kaltenpoth, Sascha Benjamin, and Oliver Müller. “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, Daniel, Dennis Kundisch, Milad Mirbabaie, Oliver Müller, Guido Schryen, Simon Thanh-Nam Trang, and Matthias Trier. “Digital Responsibility – a Multilevel Framework for Responsible Digitalization.” Business & Information Systems Engineering 65, no. 4 (2023): 463–74. https://doi.org/10.1007/s12599-023-00822-x.
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2023 | Conference Paper | LibreCat-ID: 37312 |
Leffrang, Dirk, Kevin Bösch, and Oliver Müller. “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: 50431 |
Halimeh, Haya, Florian Freese, and Oliver Müller. “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, Haya, Matthew Caron, and Oliver Müller. “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: 37058
Brennig, Katharina, and Oliver Müller. “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, Katharina, Kay Benkert, Bernd Löhr, and Oliver Müller. “Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?” In Business Process Management Workshops, 2023. https://doi.org/10.1007/978-3-031-50974-2_33.
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2023 | Report | LibreCat-ID: 47107
Beverungen, Daniel, Philipp zur Heiden, Christiane Lehrer, Matthias Trier, Christian Bartelheimer, Tobias Bradt, Bettina Distel, 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: 27507 |
Heuwinkel, Tim, Jan-Peter Kucklick, and Oliver Müller. “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 | Journal Article | LibreCat-ID: 35620
Kucklick, Jan-Peter, and Oliver Müller. “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-Based Real Estate Appraisal.” ACM Transactions on Management Information Systems, 2022. https://doi.org/10.1145/3567430.
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2022 | Conference Paper | LibreCat-ID: 36912
Löhr, Bernd, Katharina Brennig, Christian Bartelheimer, Daniel Beverungen, and Oliver Müller. “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing.” In International Conference on Business Process Management, 2022. https://doi.org/10.1007/978-3-031-16103-2_18.
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2022 | Conference Paper | LibreCat-ID: 25113
Caron, Matthew, Frederik S. Bäumer, and Oliver Müller. “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.” In 55th Hawaii International Conference on System Sciences (HICSS), 2022.
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2022 | Conference Paper | LibreCat-ID: 41486
Caron, Matthew, Christian Bartelheimer, and Oliver Müller. “Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation.” In Proceeding of the 28th Americas Conference on Information Systems (AMCIS). Minneapolis, USA, 2022.
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2021 | Conference Paper | LibreCat-ID: 21204 |
Kucklick, Jan-Peter, and Oliver Müller. “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.
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2021 | Conference Paper | LibreCat-ID: 22514 |
Kucklick, Jan-Peter, Jennifer Müller, Daniel Beverungen, and Oliver Müller. “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-Based Deep Learning Approach.” In European Conference on Information Systems, 2021.
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2021 | Conference Paper | LibreCat-ID: 26812 |
Leffrang, Dirk, and Oliver Müller. “Should I Follow This Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts.” In IEEE Workshop on TRust and EXpertise in Visual Analytics, 2021. https://doi.org/10.1109/TREX53765.2021.00009.
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2021 | Conference Paper | LibreCat-ID: 24547
Müller, Oliver, Matthew Caron, Michael Döring, Tim Heuwinkel, and Jochen Baumeister. “PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball Using Tracking Data.” In 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
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