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.
LibreCat: /record/53130

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 
LibreCat: /record/45299
DOI: 10.1080/12460125.2023.2207268

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 
LibreCat: /record/45112
DOI: https://doi.org/10.1007/s12599-023-00822-x

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.
LibreCat: /record/37312

Leffrang, D. (2023). AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. International Conference on Information Systems, 10.
LibreCat: /record/50121

Leffrang, D. (2023). The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. Wirtschaftsinformatik Conference, 19.
LibreCat: /record/50118

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.
LibreCat: /record/50431

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.
LibreCat: /record/45270

Reimann, R., &; Caron, M. (2023). Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. Wirtschaftsinformatik. Wirtschaftsinformatik, Paderborn, Germany.
LibreCat: /record/50437

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, Lhain.
LibreCat: /record/37058

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.
LibreCat: /record/50459

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 
LibreCat: /record/50450
DOI: 10.1007/978-3-031-50974-2_33

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.
LibreCat: /record/27506

Kucklick, J.-P. (2022). Towards a model- and data-focused taxonomy of XAI systems. Wirtschaftsinformatik 2022 Proceedings. Wirtschaftsinformatik 2022 (W), Nürnberg (online).
LibreCat: /record/29539

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 
LibreCat: /record/32866
DOI: 10.1016/j.jsis.2022.101734

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 
LibreCat: /record/35620
DOI: 10.1145/3567430

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 
LibreCat: /record/36912
DOI: 10.1007/978-3-031-16103-2_18

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 
LibreCat: /record/42631
DOI: 10.1109/bigdata55660.2022.10020933

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.
LibreCat: /record/25113

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.
LibreCat: /record/21204

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.
LibreCat: /record/22514

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 
LibreCat: /record/32868
DOI: 10.1007/978-3-030-82405-1_32

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.
LibreCat: /record/24547

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.
LibreCat: /record/25029

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 
LibreCat: /record/26812
DOI: 10.1109/TREX53765.2021.00009

Kucklick, J.-P., &; Müller, O. (2020). Location, location, location: Satellite image-based real-estate  appraisal. In Symposium on Statistical Challenges in Electronic Commerce Research (SCECR).
LibreCat: /record/17348
arXiv: 2006.11406

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 
LibreCat: /record/17140
DOI: https://doi.org/10.30844/wi_2020_c8-thiess

Grytz, R., Krohn-Grimberghe, A., &; Müller, O. (2020). Business Intelligence &; Analytics Cost Accounting: An Action Design Research Approach. European Conference on Information Systems.
LibreCat: /record/17095

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).
LibreCat: /record/35660

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 
LibreCat: /record/35662
DOI: 10.1080/10580530.2020.1855486

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 
LibreCat: /record/21563
DOI: 10.1109/BigData50022.2020.9378134

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.
LibreCat: /record/17096

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.
LibreCat: /record/17094

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.
LibreCat: /record/17099

Sommerauer, P., &; Müller, O. (2018). Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations. European Conference on Information Systems.
LibreCat: /record/17098

Bösch, K., Müller, O., &; Schneider, J. (2018). Emotional contagion through online newspapers. European Conference on Information Systems.
LibreCat: /record/17097

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 .
LibreCat: /record/17103

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.
LibreCat: /record/17102

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 
LibreCat: /record/17105
DOI: 10.18151/7217329

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 
LibreCat: /record/17108
DOI: 10.15358/0935-0381_2014_2_83

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.
LibreCat: /record/17106

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 
LibreCat: /record/17107
DOI: 10.1108/bpmj-02-2014-0012

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.
LibreCat: /record/17109

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.
LibreCat: /record/17116

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.
LibreCat: /record/17117

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 
LibreCat: /record/17118
DOI: 10.17705/1cais.03407

Vakulenko, S., Müller, O., &; Brocke, J. vom. (2014). Enriching iTunes App Store categories via topic modeling. International Conference on Information Systems.
LibreCat: /record/17111

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 
LibreCat: /record/17123
DOI: 10.2139/ssrn.2195435

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 
LibreCat: /record/17124
DOI: 10.1145/2093185.2093187

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 
LibreCat: /record/17125
DOI: 10.1145/1982185.1982252

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 
LibreCat: /record/17129
DOI: 10.1007/978-3-642-11859-3_6

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.
LibreCat: /record/17130

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 
LibreCat: /record/17131
DOI: 10.1007/b137171_22

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).
LibreCat: /record/17132

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.
LibreCat: /record/17133

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 
LibreCat: /record/17137
DOI: 10.1007/978-3-7908-2056-0_12

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).
LibreCat: /record/17138

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.
LibreCat: /record/17139