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103 Publications
2024 | Journal Article | LibreCat-ID: 53130 | 
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.
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2024 | Conference Abstract | LibreCat-ID: 55096
Bösch K, Müller O, Weinmann M. 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 R, Hoffmann M, zur Heiden P, et al. Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts. IEEE Access. Published online 2024:1-1. doi:10.1109/access.2024.3437195
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2024 | Conference Paper | LibreCat-ID: 56945
Kaltenpoth SB, Müller O. 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 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
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2023 | Conference Paper | LibreCat-ID: 37312 |
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.
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2023 | Conference Paper | LibreCat-ID: 50431 |
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.
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2023 | Conference Paper | LibreCat-ID: 45270 |
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.
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2023 | Conference Paper | LibreCat-ID: 37058
Brennig K, Müller O. 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 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
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2023 | Report | LibreCat-ID: 47107
Beverungen D, zur Heiden P, Lehrer C, 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 T, Kucklick J-P, Müller O. 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 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
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2022 | Conference Paper | LibreCat-ID: 36912
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
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2022 | Conference Paper | LibreCat-ID: 25113
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.
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2022 | Conference Paper | LibreCat-ID: 41486
Caron M, Bartelheimer C, Müller O. Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation. In: Proceeding of the 28th Americas Conference on Information Systems (AMCIS). ; 2022.
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2021 | Conference Paper | LibreCat-ID: 21204 |
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.
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2021 | Conference Paper | LibreCat-ID: 22514 |
Kucklick J-P, Müller J, Beverungen D, Müller O. 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 D, Müller O. 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. doi:10.1109/TREX53765.2021.00009
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2021 | Conference Paper | LibreCat-ID: 24547
Müller O, Caron M, Döring M, Heuwinkel T, Baumeister J. 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).
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