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103 Publications
2024 | Journal Article | LibreCat-ID: 53130 | 
Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study
M. Stumpe, P. Dieter, G. Schryen, O. Müller, D. Beverungen, Transportation Research Part A: Policy and Practice (2024).
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M. Stumpe, P. Dieter, G. Schryen, O. Müller, D. Beverungen, Transportation Research Part A: Policy and Practice (2024).
2024 | Conference Abstract | LibreCat-ID: 55096
Not your Average Digital Nudge: Heterogeneous Effects of Personalized Nudges with CausalML
K. Bösch, O. Müller, M. Weinmann, in: Proceedings of the Symposium on Statistical Challenges in Electronic Commerce Research, 2024.
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K. Bösch, O. Müller, M. Weinmann, in: Proceedings of the Symposium on Statistical Challenges in Electronic Commerce Research, 2024.
2024 | Journal Article | LibreCat-ID: 55500
Towards Cognitive Assistance and Prognosis Systems in Power Distribution Grids – Open Issues, Suitable Technologies, and Implementation Concepts
R. Gitzel, M. Hoffmann, P. zur Heiden, A.M. Skolik, S.B. Kaltenpoth, O. Müller, C. Kanak, K. Kandiah, M.-F. Stroh, W. Boos, M. Zajadatz, M. Suriyah, T. Leibfried, D.S. Singhal, M. Bürger, D. Hunting, A. Rehmer, A. Boyaci, IEEE Access (2024) 1–1.
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R. Gitzel, M. Hoffmann, P. zur Heiden, A.M. Skolik, S.B. Kaltenpoth, O. Müller, C. Kanak, K. Kandiah, M.-F. Stroh, W. Boos, M. Zajadatz, M. Suriyah, T. Leibfried, D.S. Singhal, M. Bürger, D. Hunting, A. Rehmer, A. Boyaci, IEEE Access (2024) 1–1.
2024 | Conference Paper | LibreCat-ID: 56945
Getting in Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment
S.B. Kaltenpoth, O. Müller, in: Wirtschaftsinformatik 2024 Proceedings, 2024.
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S.B. Kaltenpoth, O. Müller, in: Wirtschaftsinformatik 2024 Proceedings, 2024.
2023 | Journal Article | LibreCat-ID: 45112
Digital Responsibility – a Multilevel Framework for Responsible Digitalization
D. Beverungen, D. Kundisch, M. Mirbabaie, O. Müller, G. Schryen, S.T.-N. Trang, M. Trier, Business & Information Systems Engineering 65 (2023) 463–474.
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D. Beverungen, D. Kundisch, M. Mirbabaie, O. Müller, G. Schryen, S.T.-N. Trang, M. Trier, Business & Information Systems Engineering 65 (2023) 463–474.
2023 | Conference Paper | LibreCat-ID: 37312 |
Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time
D. Leffrang, K. Bösch, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
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D. Leffrang, K. Bösch, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
2023 | Conference Paper | LibreCat-ID: 50431 |
Event Recommendations through the Lens of Vision and Language Foundation Models
H. Halimeh, F. Freese, O. Müller, in: Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems, 2023.
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H. Halimeh, F. Freese, O. Müller, in: Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems, 2023.
2023 | Conference Paper | LibreCat-ID: 45270 |
Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features
H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
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H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
2023 | Conference Paper | LibreCat-ID: 37058
More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency
K. Brennig, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
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K. Brennig, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
2023 | Book Chapter | LibreCat-ID: 50450
Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?
K. Brennig, K. Benkert, B. Löhr, O. Müller, in: Business Process Management Workshops, 2023.
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K. Brennig, K. Benkert, B. Löhr, O. Müller, in: Business Process Management Workshops, 2023.
2023 | Report | LibreCat-ID: 47107
Implementing Digital Responsibility through Information Systems Research: A Delphi Study of Objectives, Activities, and Challenges in IS Research
D. Beverungen, P. zur Heiden, C. Lehrer, M. Trier, C. Bartelheimer, T. Bradt, B. Distel, P. Drews, J.F. Ehmke, H.-G. Fill, C.M. Flath, G. Fridgen, T. Grisold, C. Janiesch, A. Janson, O. Krancher, J. Krönung, D. Kundisch, A. Márton, M. Mirbabaie, S. Morana, B. Mueller, O. Müller, A.M. Oberländer, C. Peters, C. Peukert, M. Reuter-Oppermann, D.M. Riehle, S. Robra-Bissantz, M. Röglinger, K. Rosenthal, G. Schryen, R. Schütte, S. Strahringer, N. Urbach, L. Wessel, L. Zavolokina, P. Zschech, 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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D. Beverungen, P. zur Heiden, C. Lehrer, M. Trier, C. Bartelheimer, T. Bradt, B. Distel, P. Drews, J.F. Ehmke, H.-G. Fill, C.M. Flath, G. Fridgen, T. Grisold, C. Janiesch, A. Janson, O. Krancher, J. Krönung, D. Kundisch, A. Márton, M. Mirbabaie, S. Morana, B. Mueller, O. Müller, A.M. Oberländer, C. Peters, C. Peukert, M. Reuter-Oppermann, D.M. Riehle, S. Robra-Bissantz, M. Röglinger, K. Rosenthal, G. Schryen, R. Schütte, S. Strahringer, N. Urbach, L. Wessel, L. Zavolokina, P. Zschech, 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.
2022 | Conference Paper | LibreCat-ID: 27507 |
Using Geolocated Text to Quantify Location in Real Estate Appraisal
T. Heuwinkel, J.-P. Kucklick, O. Müller, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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T. Heuwinkel, J.-P. Kucklick, O. Müller, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
2022 | Journal Article | LibreCat-ID: 35620
Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems (2022).
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J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems (2022).
2022 | Conference Paper | LibreCat-ID: 36912
Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing
B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, O. Müller, in: International Conference on Business Process Management, 2022.
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B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, O. Müller, in: International Conference on Business Process Management, 2022.
2022 | Conference Paper | LibreCat-ID: 25113
Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models
M. Caron, F.S. Bäumer, O. Müller, in: 55th Hawaii International Conference on System Sciences (HICSS), 2022.
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M. Caron, F.S. Bäumer, O. Müller, in: 55th Hawaii International Conference on System Sciences (HICSS), 2022.
2022 | Conference Paper | LibreCat-ID: 41486
Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation
M. Caron, C. Bartelheimer, O. Müller, in: Proceeding of the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.
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M. Caron, C. Bartelheimer, O. Müller, in: Proceeding of the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.
2021 | Conference Paper | LibreCat-ID: 21204 |
A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, in: The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
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J.-P. Kucklick, O. Müller, in: The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
2021 | Conference Paper | LibreCat-ID: 22514 |
Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach
J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.
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J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.
2021 | Conference Paper | LibreCat-ID: 26812 |
Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts
D. Leffrang, O. Müller, in: IEEE Workshop on TRust and EXpertise in Visual Analytics, 2021.
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D. Leffrang, O. Müller, in: IEEE Workshop on TRust and EXpertise in Visual Analytics, 2021.
2021 | Conference Paper | LibreCat-ID: 24547
PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data
O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
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O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.