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116 Publications
2024 | Journal Article | LibreCat-ID: 53130 | 
M. Stumpe, P. Dieter, G. Schryen, O. Müller, and D. 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
K. Bösch, O. Müller, and M. Weinmann, “Not your Average Digital Nudge: Heterogeneous Effects of Personalized Nudges with CausalML,” 2024.
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2024 | Journal Article | LibreCat-ID: 55500
R. Gitzel et al., “Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts,” IEEE Access, pp. 1–1, 2024, doi: 10.1109/access.2024.3437195.
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2024 | Conference Paper | LibreCat-ID: 56945
S. B. Kaltenpoth and O. Müller, “Getting in Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment,” 2024.
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2023 | Journal Article | LibreCat-ID: 45112
D. Beverungen et al., “Digital Responsibility – a Multilevel Framework for Responsible Digitalization,” Business & Information Systems Engineering, vol. 65, no. 4, pp. 463–474, 2023, doi: https://doi.org/10.1007/s12599-023-00822-x.
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2023 | Conference Paper | LibreCat-ID: 37312 |
D. Leffrang, K. Bösch, and O. Müller, “Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time,” presented at the Hawaii International Conference on System Sciences, 2023.
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2023 | Conference Paper | LibreCat-ID: 50121
D. Leffrang, “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization,” in International Conference on Information Systems, Hyderabad, India, 2023, no. 10.
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2023 | Conference Paper | LibreCat-ID: 50118
D. Leffrang, “The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization,” in Wirtschaftsinformatik Conference, Paderborn, 2023, no. 19.
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2023 | Conference Paper | LibreCat-ID: 50431 |
H. Halimeh, F. Freese, and O. Müller, “Event Recommendations through the Lens of Vision and Language Foundation Models,” presented at the 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 |
H. Halimeh, M. Caron, and O. Müller, “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features,” presented at the Hawaii International Conference on System Sciences, 2023.
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2023 | Conference Paper | LibreCat-ID: 50437
R. Reimann and M. Caron, “Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach,” presented at the Wirtschaftsinformatik, Paderborn, Germany, 2023.
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2023 | Conference Paper | LibreCat-ID: 37058
K. Brennig and O. Müller, “More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency,” presented at the 56th Hawaii International Conference on System Sciences, Lāhainā, 2023.
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2023 | Conference Paper | LibreCat-ID: 50459
J. Brock et al., “A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities,” 2023.
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2023 | Journal Article | LibreCat-ID: 45299
J.-P. Kucklick, “HIEF: a holistic interpretability and explainability framework,” Journal of Decision Systems, pp. 1–41, 2023, doi: 10.1080/12460125.2023.2207268.
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2023 | Report | LibreCat-ID: 47107
D. Beverungen 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: 27506 |
J.-P. Kucklick, “Visual Interpretability of Image-based Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.
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2022 | Conference Paper | LibreCat-ID: 27507 |
T. Heuwinkel, J.-P. Kucklick, and O. Müller, “Using Geolocated Text to Quantify Location in Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 |
J.-P. Kucklick, “Towards a model- and data-focused taxonomy of XAI systems,” presented at the Wirtschaftsinformatik 2022 (WI22), Nürnberg (online), 2022.
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