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58 Publications
2024 | Journal Article | LibreCat-ID: 53130 | 
Stumpe, M., Dieter, P., Schryen, G., Müller, O., & Beverungen, D. (2024). Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study. Transportation Research Part A: Policy and Practice.
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2023 | Journal Article | LibreCat-ID: 45299
Kucklick, J.-P. (2023). HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems, 1–41. https://doi.org/10.1080/12460125.2023.2207268
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2023 | Journal Article | LibreCat-ID: 45112
Beverungen, D., Kundisch, D., Mirbabaie, M., Müller, O., Schryen, G., Trang, S. T.-N., & Trier, M. (2023). Digital Responsibility – a Multilevel Framework for Responsible Digitalization. Business & Information Systems Engineering, 65(4), 463–474. 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. (2023). Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.
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2023 | Conference Paper | LibreCat-ID: 50121
Leffrang, D. (2023). AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. International Conference on Information Systems, 10.
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2023 | Conference Paper | LibreCat-ID: 50118
Leffrang, D. (2023). The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. Wirtschaftsinformatik Conference, 19.
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2023 | Conference Paper | LibreCat-ID: 50431 |
Halimeh, H., Freese, F., & Müller, O. (2023). Event Recommendations through the Lens of Vision and Language Foundation Models. Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems. Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems.
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2023 | Conference Paper | LibreCat-ID: 45270 |
Halimeh, H., Caron, M., & Müller, O. (2023). Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.
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2023 | Conference Paper | LibreCat-ID: 50437
Reimann, R., & Caron, M. (2023). Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. Wirtschaftsinformatik. Wirtschaftsinformatik, Paderborn, Germany.
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2023 | Conference Paper | LibreCat-ID: 37058
Brennig, K., & Müller, O. (2023). More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency. Hawaii International Conference on System Sciences. 56th Hawaii International Conference on System Sciences, Lāhainā.
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2023 | Conference Paper | LibreCat-ID: 50459
Brock, J., Löhr, B., Brennig, K., Seger, T., Bartelheimer, C., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2023). A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities. European Conference on Information Systems.
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2023 | Book Chapter | LibreCat-ID: 50450
Brennig, K., Benkert, K., Löhr, B., & Müller, O. (2023). Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter? In Business Process Management Workshops. https://doi.org/10.1007/978-3-031-50974-2_33
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2022 | Conference Paper | LibreCat-ID: 27506 |
Kucklick, J.-P. (2022). Visual Interpretability of Image-based Real Estate Appraisal. 55th Annual Hawaii International Conference on System Sciences (HICSS-55). Hawaii International Conference on System Science (HICSS), Virtual.
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2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick, J.-P. (2022). Towards a model- and data-focused taxonomy of XAI systems. Wirtschaftsinformatik 2022 Proceedings. Wirtschaftsinformatik 2022 (WI22), Nürnberg (online).
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2022 | Journal Article | LibreCat-ID: 32866
Shollo, A., Hopf, K., Thiess, T., & Müller, O. (2022). Shifting ML value creation mechanisms: A process model of ML value creation. The Journal of Strategic Information Systems, 31(3), Article 101734. https://doi.org/10.1016/j.jsis.2022.101734
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2022 | Journal Article | LibreCat-ID: 35620
Kucklick, J.-P., & Müller, O. (2022). Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. ACM Transactions on Management Information Systems. https://doi.org/10.1145/3567430
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2022 | Conference Paper | LibreCat-ID: 36912
Löhr, B., Brennig, K., Bartelheimer, C., Beverungen, D., & Müller, O. (2022). Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing. International Conference on Business Process Management. https://doi.org/10.1007/978-3-031-16103-2_18
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2022 | Conference Paper | LibreCat-ID: 42631
Caron, M. (2022). Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. 2022 IEEE International Conference on Big Data (Big Data). 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan. https://doi.org/10.1109/bigdata55660.2022.10020933
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2022 | Conference Paper | LibreCat-ID: 25113
Caron, M., Bäumer, F. S., & Müller, O. (2022). Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. 55th Hawaii International Conference on System Sciences (HICSS). 55th Hawaii International Conference on System Sciences (HICSS), Online.
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2021 | Conference Paper | LibreCat-ID: 21204 |
Kucklick, J.-P., & Müller, O. (2021). 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.
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2021 | Conference Paper | LibreCat-ID: 22514 |
Kucklick, J.-P., Müller, J., Beverungen, D., & Müller, O. (2021). Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach. In European Conference on Information Systems. Virtual.
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2021 | Book Chapter | LibreCat-ID: 32868
Nagbøl, P. R., Müller, O., & Krancher, O. (2021). Designing a Risk Assessment Tool for Artificial Intelligence Systems. In The Next Wave of Sociotechnical Design. Springer International Publishing. https://doi.org/10.1007/978-3-030-82405-1_32
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2021 | Conference Paper | LibreCat-ID: 24547
Müller, O., Caron, M., Döring, M., Heuwinkel, T., & Baumeister, J. (n.d.). PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data. 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021). European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML PKDD 2021), Online.
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2021 | Conference Paper | LibreCat-ID: 25029
Caron, M., Gulenko, M., & Müller, O. (2021). To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock. 42nd International Conference on Information Systems (ICIS 2021). 42nd International Conference on Information Systems (ICIS 2021), Austin, Texas.
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2021 | Conference Paper | LibreCat-ID: 26812 |
Leffrang, D., & Müller, O. (2021). Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts. IEEE Workshop on TRust and EXpertise in Visual Analytics. 2021 IEEE Visualization conference. https://doi.org/10.1109/TREX53765.2021.00009
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2020 | Conference Paper | LibreCat-ID: 17140
Thiess, T., Müller, O., & Tonelli, L. (2020). Design Principles for Explainable Sales Win-Propensity Prediction Systems. In International Conference on Wirtschaftsinformatik. https://doi.org/10.30844/wi_2020_c8-thiess
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2020 | Conference Paper | LibreCat-ID: 17095
Grytz, R., Krohn-Grimberghe, A., & Müller, O. (2020). Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach. European Conference on Information Systems.
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2020 | Conference Paper | LibreCat-ID: 35660
Kucklick, J.-P., Kamm, M. R., Schneider, J., & vom Brocke, J. (2020). Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores. Proceedings of the 53rd Hawaii International Conference on System Sciences. 53th Annual Hawaii International Conference on System Sciences (HICSS-53).
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2020 | Journal Article | LibreCat-ID: 35662
Kamm, M. R., Kucklick, J.-P., Schneider, J., & vom Brocke, J. (2020). Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1. Information Systems Management, 38(4), 270–286. https://doi.org/10.1080/10580530.2020.1855486
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2020 | Conference Paper | LibreCat-ID: 21563
Caron, M., & Müller, O. (2020). Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility. 2020 IEEE International Conference on Big Data (Big Data), 4383–4391. https://doi.org/10.1109/BigData50022.2020.9378134
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2019 | Conference Paper | LibreCat-ID: 17096
Sommerauer, P., Müller, O., Maxim, L., & Østman, N. (2019). The Effect of Marker-less Augmented Reality on Task and Learning Performance. International Conference on Wirtschaftsinformatik.
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2018 | Journal Article | LibreCat-ID: 17094
Suomi, R., Müller, O., & vom Brocke, J. (2018). Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital. Journal of Information Technology Theory and Application, 19(4), 3.
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2018 | Conference Paper | LibreCat-ID: 17099
Thiess, T., & Müller, O. (2018). Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry. European Conference on Information Systems.
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2018 | Conference Paper | LibreCat-ID: 17098
Sommerauer, P., & Müller, O. (2018). Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations. European Conference on Information Systems.
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2018 | Conference Paper | LibreCat-ID: 17097
Bösch, K., Müller, O., & Schneider, J. (2018). Emotional contagion through online newspapers. European Conference on Information Systems.
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2016 | Conference Paper | LibreCat-ID: 17103
Fay, M., Müller, O., & vom Brocke, J. (2016). Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance. European Conference on Information Systems. European Conference on Information Systems .
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2016 | Conference Paper | LibreCat-ID: 17102
Schmiedel, T., Müller, O., Debortoli, S., & vom Brocke, J. (2016). Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis. European Conference on Information Systems.
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2015 | Conference Paper | LibreCat-ID: 17105
Gorbacheva, E., Stein, A., Schmiedel, T., & Müller, O. (2015). A gender perspective on business process management competences offered on professional online social networks. In European Conference on Information Systems. https://doi.org/10.18151/7217329
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2015 | Journal Article | LibreCat-ID: 17108
vom Brocke, J., Müller, O., Debortoli, S., & Reuter, N. (2015). Potenzialbeurteilung neuer Technologien im Prozesscontrolling. Controlling, 26(2), 83–89. https://doi.org/10.15358/0935-0381_2014_2_83
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2015 | Conference Paper | LibreCat-ID: 17106
Korotina, A., Müller, O., & Debortoli, S. (2015). Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process. International Conference on Wirtschaftsinformatik, 1710–1724.
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2014 | Journal Article | LibreCat-ID: 17107
Kohlborn, T., Müller, O., Poeppelbuss, J., & Roeglinger, M. (2014). Interview with Michael Rosemann on ambidextrous business process management. Business Process Management Journal, 634–638. https://doi.org/10.1108/bpmj-02-2014-0012
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2014 | Book Chapter | LibreCat-ID: 17109
Raffl, C., Lucke, J., Müller, O., Zimmermann, H.-D., & Vom Brocke, J. (2014). Handbuch für offene gesellschaftliche Innovation. In TOGI-Schriftenreihe (Vol. 11). ePubli GmbH.
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2014 | Conference Paper | LibreCat-ID: 17116
Herbst, A., Simons, A., vom Brocke, J., Müller, O., Debortoli, S., & Vakulenko, S. (2014). Identifying and characterizing topics in enterprise content management: a latent semantic analysis of vendor case studies. In European Conference on Information Systems.
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2014 | Conference Paper | LibreCat-ID: 17117
Reuter, N., Vakulenko, S., vom Brocke, J., Debortoli, S., & Müller, O. (2014). Identifying the role of information systems in achieving energy-related environmental sustainability using text mining. In European Conference on Information Systems.
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2014 | Journal Article | LibreCat-ID: 17118
vom Brocke, J., Debortoli, S., Müller, O., & Reuter, N. (2014). How In-memory Technology Can Create Business Value: Insights from the Hilti Case. Communications of the Association for Information Systems, 34(1), 7. https://doi.org/10.17705/1cais.03407
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2014 | Conference Paper | LibreCat-ID: 17111
Vakulenko, S., Müller, O., & Brocke, J. vom. (2014). Enriching iTunes App Store categories via topic modeling. International Conference on Information Systems.
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2012 | Journal Article | LibreCat-ID: 17123
von Lucke, J., Herzberg, J., Kluge, U., vom Brocke, J., Müller, O., & Zimmermann, H.-D. (2012). Open Societal Innovation: The Alemannic Definition. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2195435
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2012 | Conference Paper | LibreCat-ID: 17124
Janiesch, C., Fischer, R., Matzner, M., & Müller, O. (2012). Business activity management for service networks in cloud environments. In Workshop on Middleware for Service Oriented Computing (pp. 1–6). https://doi.org/10.1145/2093185.2093187
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2011 | Conference Paper | LibreCat-ID: 17125
Janiesch, C., Matzner, M., Müller, O., Vollmer, R., & Becker, J. (2011). Slipstream: architecture options for real-time process analytics. In Proceedings of the ACM Symposium on Applied Computing (pp. 295–300). https://doi.org/10.1145/1982185.1982252
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2010 | Book Chapter | LibreCat-ID: 17129
Becker, J., Knackstedt, R., Müller, O., Benölken, A., Schmitt, O., Thillainathan, M., & Schulke, A. (2010). Online-Produktkonfiguratoren – Status quo und Entwicklungsperspektiven. In Vertriebsinformationssysteme (pp. 85–104). Springer-Verlag. https://doi.org/10.1007/978-3-642-11859-3_6
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2010 | Conference Paper | LibreCat-ID: 17130
Becker, J., Müller, O., & Woditsch, M. (2010). An ontology-based natural language service discovery engine--design and experimental evaluation. In European Conference on Information Systems.
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2009 | Book Chapter | LibreCat-ID: 17131
Becker, J., Matzner, M., & Müller, O. (2009). Comparing Architectural Styles for Service-Oriented Architectures – a REST vs. SOAP Case Study. In Information Systems Development (pp. 207–215). Springer. https://doi.org/10.1007/b137171_22
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2009 | Conference Paper | LibreCat-ID: 17132
Becker, J., Bergener, K., Müller, O., & Müller-Wienbergen, F. (2009). Documentation of flexible business processes-A healthcare case study. In Americas Conference on Information Systems (p. 93).
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2009 | Conference Paper | LibreCat-ID: 17133
Müller-Wienbergen, F., Seidel, S., Müller, O., Knackstedt, R., & Becker, J. (2009). A design research study on enhancing creativity-The case of developing product-service bundles. In European Conference on Information Systems.
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2008 | Book Chapter | LibreCat-ID: 17137
Knackstedt, R., & Müller, O. (2008). Serviceorientierte Informationssystemarchitekturen zur Integration von Produktion und Dienstleistung am Beispiel des WEEE-Recycling. In Wertschöpfungsnetzwerke (pp. 235–252). Physica-Verlag HD. https://doi.org/10.1007/978-3-7908-2056-0_12
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2008 | Conference Paper | LibreCat-ID: 17138
Becker, J., Matzner, M., Müller, O., & Winkelmann, A. (2008). Towards a semantic data quality management-using ontologies to assess master data quality in retailing. In Americas Conference on Information Systems (p. 129).
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2008 | Conference Paper | LibreCat-ID: 17139
Knackstedt, R., Kuropka, D., Müller, O., & Polyvyanyy, A. (2008). An ontology-based service discovery approach for the provisioning of product-service bundles. In European Conference on Information Systems.
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