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58 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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2023 | Journal Article | LibreCat-ID: 45299
Kucklick J-P. HIEF: a holistic interpretability and explainability framework. Journal of Decision Systems. Published online 2023:1-41. doi:10.1080/12460125.2023.2207268
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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: 50121
Leffrang D. AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. In: International Conference on Information Systems. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 50118
Leffrang D. The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization. In: Wirtschaftsinformatik Conference. ; 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: 50437
Reimann R, Caron M. Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. In: Wirtschaftsinformatik. ; 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 | Conference Paper | LibreCat-ID: 50459
Brock J, Löhr B, Brennig K, et al. A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities. In: European Conference on Information Systems. ; 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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2022 | Conference Paper | LibreCat-ID: 27506 |
Kucklick J-P. Visual Interpretability of Image-based Real Estate Appraisal. In: 55th Annual Hawaii International Conference on System Sciences (HICSS-55). ; 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 |
Kucklick J-P. Towards a model- and data-focused taxonomy of XAI systems. In: Wirtschaftsinformatik 2022 Proceedings. ; 2022.
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2022 | Journal Article | LibreCat-ID: 32866
Shollo A, Hopf K, Thiess T, Müller O. Shifting ML value creation mechanisms: A process model of ML value creation. The Journal of Strategic Information Systems. 2022;31(3). doi:10.1016/j.jsis.2022.101734
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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: 42631
Caron M. Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. In: 2022 IEEE International Conference on Big Data (Big Data). IEEE; 2022. doi:10.1109/bigdata55660.2022.10020933
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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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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 | Book Chapter | LibreCat-ID: 32868
Nagbøl PR, Müller O, Krancher O. Designing a Risk Assessment Tool for Artificial Intelligence Systems. In: The Next Wave of Sociotechnical Design. Springer International Publishing; 2021. doi: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. 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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2021 | Conference Paper | LibreCat-ID: 25029
Caron M, Gulenko M, Müller O. To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock. In: 42nd International Conference on Information Systems (ICIS 2021). ; 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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2020 | Conference Paper | LibreCat-ID: 17140
Thiess T, Müller O, Tonelli L. Design Principles for Explainable Sales Win-Propensity Prediction Systems. In: International Conference on Wirtschaftsinformatik. ; 2020. doi: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. Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach. In: European Conference on Information Systems. ; 2020.
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2020 | Conference Paper | LibreCat-ID: 35660
Kucklick J-P, Kamm MR, Schneider J, vom Brocke J. Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores. In: Proceedings of the 53rd Hawaii International Conference on System Sciences. ; 2020.
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2020 | Journal Article | LibreCat-ID: 35662
Kamm MR, Kucklick J-P, Schneider J, vom Brocke J. Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1. Information Systems Management. 2020;38(4):270-286. doi:10.1080/10580530.2020.1855486
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2020 | Conference Paper | LibreCat-ID: 21563
Caron M, Müller O. Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility. In: 2020 IEEE International Conference on Big Data (Big Data). ; 2020:4383-4391. doi:10.1109/BigData50022.2020.9378134
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2019 | Conference Paper | LibreCat-ID: 17096
Sommerauer P, Müller O, Maxim L, Østman N. The Effect of Marker-less Augmented Reality on Task and Learning Performance. In: International Conference on Wirtschaftsinformatik. ; 2019.
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2018 | Journal Article | LibreCat-ID: 17094
Suomi R, Müller O, vom Brocke J. Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital. Journal of Information Technology Theory and Application. 2018;19(4):3.
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2018 | Conference Paper | LibreCat-ID: 17099
Thiess T, Müller O. Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry. In: European Conference on Information Systems. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 17098
Sommerauer P, Müller O. Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations. In: European Conference on Information Systems. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 17097
Bösch K, Müller O, Schneider J. Emotional contagion through online newspapers. In: European Conference on Information Systems. ; 2018.
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2016 | Conference Paper | LibreCat-ID: 17103
Fay M, Müller O, vom Brocke J. Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance. In: European Conference on Information Systems. ; 2016.
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2016 | Conference Paper | LibreCat-ID: 17102
Schmiedel T, Müller O, Debortoli S, vom Brocke J. Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis. In: European Conference on Information Systems. ; 2016.
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2015 | Conference Paper | LibreCat-ID: 17105
Gorbacheva E, Stein A, Schmiedel T, Müller O. A gender perspective on business process management competences offered on professional online social networks. In: European Conference on Information Systems. ; 2015. doi:10.18151/7217329
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2015 | Journal Article | LibreCat-ID: 17108
vom Brocke J, Müller O, Debortoli S, Reuter N. Potenzialbeurteilung neuer Technologien im Prozesscontrolling. Controlling. 2015;26(2):83-89. doi:10.15358/0935-0381_2014_2_83
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2015 | Conference Paper | LibreCat-ID: 17106
Korotina A, Müller O, Debortoli S. Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process. In: International Conference on Wirtschaftsinformatik. ; 2015:1710-1724.
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2014 | Journal Article | LibreCat-ID: 17107
Kohlborn T, Müller O, Poeppelbuss J, Roeglinger M. Interview with Michael Rosemann on ambidextrous business process management. Business Process Management Journal. 2014:634-638. doi: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. Handbuch für offene gesellschaftliche Innovation. In: TOGI-Schriftenreihe. Vol 11. ePubli GmbH; 2014.
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2014 | Conference Paper | LibreCat-ID: 17116
Herbst A, Simons A, vom Brocke J, Müller O, Debortoli S, Vakulenko S. Identifying and characterizing topics in enterprise content management: a latent semantic analysis of vendor case studies. In: European Conference on Information Systems. ; 2014.
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2014 | Conference Paper | LibreCat-ID: 17117
Reuter N, Vakulenko S, vom Brocke J, Debortoli S, Müller O. Identifying the role of information systems in achieving energy-related environmental sustainability using text mining. In: European Conference on Information Systems. ; 2014.
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2014 | Journal Article | LibreCat-ID: 17118
vom Brocke J, Debortoli S, Müller O, Reuter N. How In-memory Technology Can Create Business Value: Insights from the Hilti Case. Communications of the Association for Information Systems. 2014;34(1):7. doi:10.17705/1cais.03407
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2014 | Conference Paper | LibreCat-ID: 17111
Vakulenko S, Müller O, Brocke J vom. Enriching iTunes App Store categories via topic modeling. In: International Conference on Information Systems. ; 2014.
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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. Open Societal Innovation: The Alemannic Definition. SSRN Electronic Journal. 2012. doi:10.2139/ssrn.2195435
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2012 | Conference Paper | LibreCat-ID: 17124
Janiesch C, Fischer R, Matzner M, Müller O. Business activity management for service networks in cloud environments. In: Workshop on Middleware for Service Oriented Computing. ; 2012:1-6. doi:10.1145/2093185.2093187
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2011 | Conference Paper | LibreCat-ID: 17125
Janiesch C, Matzner M, Müller O, Vollmer R, Becker J. Slipstream: architecture options for real-time process analytics. In: Proceedings of the ACM Symposium on Applied Computing. ; 2011:295-300. doi:10.1145/1982185.1982252
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2010 | Book Chapter | LibreCat-ID: 17129
Becker J, Knackstedt R, Müller O, et al. Online-Produktkonfiguratoren – Status quo und Entwicklungsperspektiven. In: Vertriebsinformationssysteme. Springer-Verlag; 2010:85-104. doi:10.1007/978-3-642-11859-3_6
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2010 | Conference Paper | LibreCat-ID: 17130
Becker J, Müller O, Woditsch M. An ontology-based natural language service discovery engine--design and experimental evaluation. In: European Conference on Information Systems. ; 2010.
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2009 | Book Chapter | LibreCat-ID: 17131
Becker J, Matzner M, Müller O. Comparing Architectural Styles for Service-Oriented Architectures – a REST vs. SOAP Case Study. In: Information Systems Development. Springer; 2009:207-215. doi:10.1007/b137171_22
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2009 | Conference Paper | LibreCat-ID: 17132
Becker J, Bergener K, Müller O, Müller-Wienbergen F. Documentation of flexible business processes-A healthcare case study. In: Americas Conference on Information Systems. ; 2009:93.
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2009 | Conference Paper | LibreCat-ID: 17133
Müller-Wienbergen F, Seidel S, Müller O, Knackstedt R, Becker J. A design research study on enhancing creativity-The case of developing product-service bundles. In: European Conference on Information Systems. ; 2009.
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2008 | Book Chapter | LibreCat-ID: 17137
Knackstedt R, Müller O. Serviceorientierte Informationssystemarchitekturen zur Integration von Produktion und Dienstleistung am Beispiel des WEEE-Recycling. In: Wertschöpfungsnetzwerke. Physica-Verlag HD; 2008:235-252. doi: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. Towards a semantic data quality management-using ontologies to assess master data quality in retailing. In: Americas Conference on Information Systems. ; 2008:129.
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2008 | Conference Paper | LibreCat-ID: 17139
Knackstedt R, Kuropka D, Müller O, Polyvyanyy A. An ontology-based service discovery approach for the provisioning of product-service bundles. In: European Conference on Information Systems. ; 2008.
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