103 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.
LibreCat
| Files available
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.
LibreCat
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.
LibreCat
| DOI
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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| Download (ext.)
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.
LibreCat
| Files available
| DOI
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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| Download (ext.)
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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| Download (ext.)
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.
LibreCat
| Files available
| Download (ext.)
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.
LibreCat
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.
LibreCat
| Files available
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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| Download (ext.)
2022 | Journal Article | LibreCat-ID: 35620
J.-P. Kucklick and O. Müller, “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal,” ACM Transactions on Management Information Systems, 2022, doi: 10.1145/3567430.
LibreCat
| DOI
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 36912
B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, and O. Müller, “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing,” 2022, doi: 10.1007/978-3-031-16103-2_18.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 25113
M. Caron, F. S. Bäumer, and O. Müller, “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models,” presented at the 55th Hawaii International Conference on System Sciences (HICSS), Online, 2022.
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| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 41486
M. Caron, C. Bartelheimer, and O. Müller, “Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation,” presented at the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.
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| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 21204 |

J.-P. Kucklick and O. Müller, “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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| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 22514 |

J.-P. Kucklick, J. Müller, D. Beverungen, and O. Müller, “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach,” in European Conference on Information Systems, Virtual, 2021.
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| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 26812 |

D. Leffrang and O. Müller, “Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts,” presented at the 2021 IEEE Visualization conference, 2021, doi: 10.1109/TREX53765.2021.00009.
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| DOI
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 24547
O. Müller, M. Caron, M. Döring, T. Heuwinkel, and J. Baumeister, “PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data,” presented at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML PKDD 2021), Online.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 25029
M. Caron, M. Gulenko, and O. Müller, “To the Moon! Analyzing the Community of ‘Degenerates’ Engaged in the Surge of the GME Stock,” presented at the 42nd International Conference on Information Systems (ICIS 2021), Austin, Texas, 2021.
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| Download (ext.)
2020 | Conference Paper | LibreCat-ID: 17095
R. Grytz, A. Krohn-Grimberghe, and O. Müller, “Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach,” 2020.
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| Download (ext.)
2020 | Conference Paper | LibreCat-ID: 21563
M. Caron and O. Müller, “Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility,” in 2020 IEEE International Conference on Big Data (Big Data), Online, 2020, pp. 4383–4391, doi: 10.1109/BigData50022.2020.9378134.
LibreCat
| DOI
| Download (ext.)
2019 | Conference Paper | LibreCat-ID: 17096
P. Sommerauer, O. Müller, L. Maxim, and N. Østman, “The Effect of Marker-less Augmented Reality on Task and Learning Performance,” 2019.
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| Download (ext.)
2019 | Journal Article | LibreCat-ID: 4684
D. Beverungen, O. Müller, M. Matzner, J. Mendling, and J. vom Brocke, “Conceptualizing smart service systems,” Electronic Markets, vol. 29, pp. 7–18, 2019, doi: 10.1007/s12525-017-0270-5.
LibreCat
| Files available
| DOI
2018 | Journal Article | LibreCat-ID: 17094
R. Suomi, O. Müller, and J. vom Brocke, “Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital,” Journal of Information Technology Theory and Application, vol. 19, no. 4, p. 3, 2018.
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2018 | Conference Paper | LibreCat-ID: 17099
T. Thiess and O. Müller, “Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry,” 2018.
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2018 | Conference Paper | LibreCat-ID: 17098
P. Sommerauer and O. Müller, “Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations,” 2018.
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2018 | Conference Paper | LibreCat-ID: 17097
K. Bösch, O. Müller, and J. Schneider, “Emotional contagion through online newspapers,” 2018.
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2017 | Journal Article | LibreCat-ID: 2856
B. Barann, D. Beverungen, and O. Müller, “An open-data approach for quantifying the potential of taxi ridesharing,” Decision Support Systems, vol. 99, no. July 2017, pp. 86–95, 2017, doi: 10.1016/j.dss.2017.05.008.
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| DOI
2016 | Journal Article | LibreCat-ID: 4692
O. Müller, T. Schmiedel, E. Gorbacheva, and J. vom Brocke, “Towards a typology of business process management professionals: identifying patterns of competences through latent semantic analysis,” Enterprise Information Systems, no. 1, pp. 50--80, 2016.
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| DOI
2016 | Journal Article | LibreCat-ID: 4693
O. Müller, S. Debortoli, I. Junglas, and J. vom Brocke, “Using text analytics to derive customer service management benefits from unstructured data,” MIS Quarterly Executive, no. 4, pp. 243--258, 2016.
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2016 | Conference Paper | LibreCat-ID: 17103
M. Fay, O. Müller, and J. vom Brocke, “Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance,” presented at the European Conference on Information Systems , 2016.
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2016 | Conference Paper | LibreCat-ID: 17102
T. Schmiedel, O. Müller, S. Debortoli, and J. vom Brocke, “Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis,” 2016.
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2015 | Conference Paper | LibreCat-ID: 17106
A. Korotina, O. Müller, and S. Debortoli, “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, pp. 1710–1724.
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2014 | Book Chapter | LibreCat-ID: 17109
C. Raffl, J. Lucke, O. Müller, H.-D. Zimmermann, and J. Vom Brocke, “Handbuch für offene gesellschaftliche Innovation,” in TOGI-Schriftenreihe, vol. 11, ePubli GmbH, 2014.
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2014 | Conference Paper | LibreCat-ID: 17116
A. Herbst, A. Simons, J. vom Brocke, O. Müller, S. Debortoli, and S. Vakulenko, “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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| Download (ext.)
2014 | Conference Paper | LibreCat-ID: 17117
N. Reuter, S. Vakulenko, J. vom Brocke, S. Debortoli, and O. Müller, “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 | Conference Paper | LibreCat-ID: 17111
S. Vakulenko, O. Müller, and J. vom Brocke, “Enriching iTunes App Store categories via topic modeling,” 2014.
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2013 | Journal Article | LibreCat-ID: 3496
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelbuß, “Designing Interaction Routines in Service Networks: A Modularity and Social Construction-Based Approach,” Scandinavian Journal of Information Systems, no. 1, pp. 37--68, 2013.
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2013 | Conference Paper | LibreCat-ID: 4698
S. Gregor, O. Müller, and S. Seidel, “Reflection, abstraction and theorizing in design and development research,” in European Conference on Information Systems, 2013.
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2013 | Journal Article | LibreCat-ID: 4699
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelbuss, “Designing interaction routines in service networks: A modularity and social construction-based approach,” Scandinavian Journal of Information Systems, no. 1, pp. 17--47, 2013.
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2013 | Journal Article | LibreCat-ID: 4700
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelbuss, “Bridging the gap between manufacturing and service through IT-based boundary objects,” IEEE Transactions on Engineering Management, no. 3, pp. 468--482, 2013.
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| DOI
2011 | Conference Paper | LibreCat-ID: 3457
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, and O. Müller, “Information Needs in Service Systems --- A Framework for Integrating Service and Manufacturing Business Processes,” in Proceedings of the 44th Annual Hawaii International Conference on System Sciences, Koloa, HI, USA, 2011.
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| DOI
2011 | Conference Paper | LibreCat-ID: 3458
J. Becker, D. Beverungen, M. Matzner, O. Müller, and J. Pöppelbuß, “Design Science in Service Research: A Framework-Based Review of IT Artifacts in Germany,” in International Conference on Design Science Research in Information Systems and Technology, 2011, pp. 366--375.
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| DOI
2011 | Journal Article | LibreCat-ID: 3502
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Pricing of Value Bundles: A Multi-Perspective Decision Support Approach,” Enterprise Modelling and Information Systems Architectures, no. 2, pp. 54--69, 2011.
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2011 | Journal Article | LibreCat-ID: 4708
F. Müller-Wienbergen, O. Müller, S. Seidel, and J. Becker, “Leaving the Beaten Tracks in Creative Work – A Design Theory for Systems that Support Convergent and Divergent Thinking,” Journal of the Association for Information Systems, no. 11, pp. 714--740, 2011.
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| DOI
2011 | Book Chapter | LibreCat-ID: 5038
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelbuß, “Integrierte Informationslogistik in der hybriden Wertschöpfung,” in Mit Dienstleistungen die Zukunft gestalten: Impulse aus Forschung und Praxis. Beiträge der 8. Dienstleistungstagung des BMBF, I. Gatermann and M. Fleck, Eds. Frankfurt am Main, 2011, pp. 247--255.
LibreCat
2011 | Working Paper | LibreCat-ID: 17126
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelfuß, Flexible Informationssystem-Architekturen für hybride Wertschöpfungsnetzwerke (Flexnet) : Forschungsprojekt im Rahmen der BMBF-Fördermaßnahme Integration von Produktion und Dienstleistung. Arbeitsberichte des Instituts für Wirtschaftsinformatik, 2011.
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| DOI
2010 | Conference Paper | LibreCat-ID: 3464
K. Backhaus, J. Becker, D. Beverungen, M. Frohs, O. Müller, and M. Weddeling, “Incorporating Willingness-to-Pay Data into Online Recommendations for Value-Added Services,” in European Conference on Information Systems, Pretoria, South Africa, 2010.
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2010 | Conference Paper | LibreCat-ID: 3467
J. Becker, D. Beverungen, M. Matzner, and O. Müller, “Total Cost of Service Life --- Decision Support for Selecting and Orchestrating Services,” in Proceedings of the IADIS Internatioal Conference e-Society 2010, Porto, Portugal, 2010, pp. 322--329.
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2010 | Book Chapter | LibreCat-ID: 5041
J. Becker, D. Beverungen, R. Knackstedt, O. Müller, and S. Müller, “TCO-as-a-Service --- Servicebasierte Lebenszyklusrechnung für hybride Leistungsbündel,” in Vertriebsinformationssysteme --- Standardisierung, Individualisierung, Hybridisierung und Internetisierung, J. Becker, R. Knackstedt, O. Müller, and A. Winkelmann, Eds. Berlin, Heidelberg, 2010, pp. 161--174.
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| DOI
2010 | Book Chapter | LibreCat-ID: 17127
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Preisfindung für hybride Leistungsbündel--Modellbasierte Integration von Ansätzen zur Entscheidungsunterstützung,” in Dienstleistungsmodellierung 2010, Physica-Verlag HD, 2010, pp. 144–166.
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| DOI
2010 | Conference Paper | LibreCat-ID: 17130
J. Becker, O. Müller, and M. Woditsch, “An ontology-based natural language service discovery engine--design and experimental evaluation,” in European Conference on Information Systems, 2010.
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2009 | Conference Paper | LibreCat-ID: 3475
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelbuß, “A Framework for Design Research in the Service Science Discipline,” in Americas Conference on Information Systems, San Francisco, USA, 2009.
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2009 | Conference Paper | LibreCat-ID: 3476
J. Becker, D. Beverungen, M. Matzner, and O. Müller, “Design Requirements to Support Information Flows for Providing Customer Solutions: A Case Study in the Mechanical Engineering Sector,” in Proceedings of the First International Symposium on Services Science (ISSS’09), 2009, pp. 75--85.
LibreCat
2009 | Journal Article | LibreCat-ID: 3506
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Model-Based Decision Support for the Customer-Specific Configuration of Value Bundles,” Enterprise Modelling and Information Systems Architectures, no. 1, pp. 26--38, 2009.
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2009 | Conference Paper | LibreCat-ID: 17132
J. Becker, K. Bergener, O. Müller, and F. Müller-Wienbergen, “Documentation of flexible business processes-A healthcare case study,” in Americas Conference on Information Systems, 2009, p. 93.
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2009 | Conference Paper | LibreCat-ID: 17133
F. Müller-Wienbergen, S. Seidel, O. Müller, R. Knackstedt, and J. Becker, “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 | Conference Paper | LibreCat-ID: 3478
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Modeling, Customer-Specific Configuration and Calculation of Value Bundles,” in Americas Conference on Information Systems, Toronto, Canada, 2008.
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2008 | Journal Article | LibreCat-ID: 3507
D. Beverungen, R. Knackstedt, and O. Müller, “Entwicklung Serviceorientierter Architekturen zur Integration von Produktion und Dienstleistung --- Eine Konzeptionsmethode und ihre Anwendung am Beispiel des Recyclings elektronischer Geräte,” Wirtschaftsinformatik, no. 3, pp. 220--234, 2008.
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2008 | Journal Article | LibreCat-ID: 4711
D. Beverungen, R. Knackstedt, and O. Müller, “Entwicklung Serviceorientierter Architekturen zur Integration von Produktion und Dienstleistung – Eine Konzeptionsmethode und ihre Anwendung am Beispiel des Recyclings elektronischer Geräte,” WIRTSCHAFTSINFORMATIK, no. 3, pp. 220--234, 2008.
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| DOI
2008 | Book Chapter | LibreCat-ID: 5065
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Konzeption einer Modellierungssprache zur softwarewerkzeugunterstützten Modellierung, Konfiguration und Bewertung hybrider Leistungsbündel,” in Dienstleistungsmodellierung --- Methoden, Werkzeuge und Branchenlösungen, O. Thomas and M. Nüttgens, Eds. 2008, pp. 53--70.
LibreCat
2008 | Conference Paper | LibreCat-ID: 17134
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Konzeption einer Modellierungssprache zur tool-unterstützten Modellierung, Konfiguration und Bewertung hybrider Leistungsbündel,” in Proceedings of the GI-Tagung Modellierung, Workshop Dienstleistungsmodellierung, 2008, pp. 45–62.
LibreCat
2008 | Conference Paper | LibreCat-ID: 17138
J. Becker, M. Matzner, O. Müller, and A. Winkelmann, “Towards a semantic data quality management-using ontologies to assess master data quality in retailing,” in Americas Conference on Information Systems, 2008, p. 129.
LibreCat
2008 | Conference Paper | LibreCat-ID: 17139
R. Knackstedt, D. Kuropka, O. Müller, and A. Polyvyanyy, “An ontology-based service discovery approach for the provisioning of product-service bundles,” in European Conference on Information Systems, 2008.
LibreCat
103 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.
LibreCat
| Files available
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.
LibreCat
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.
LibreCat
| DOI
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.
LibreCat
| Download (ext.)
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.
LibreCat
| Files available
| DOI
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.
LibreCat
| Download (ext.)
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.
LibreCat
| Download (ext.)
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.
LibreCat
| Files available
| Download (ext.)
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.
LibreCat
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.
LibreCat
| Files available
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.
LibreCat
| Download (ext.)
2022 | Journal Article | LibreCat-ID: 35620
J.-P. Kucklick and O. Müller, “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal,” ACM Transactions on Management Information Systems, 2022, doi: 10.1145/3567430.
LibreCat
| DOI
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 36912
B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, and O. Müller, “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing,” 2022, doi: 10.1007/978-3-031-16103-2_18.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 25113
M. Caron, F. S. Bäumer, and O. Müller, “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models,” presented at the 55th Hawaii International Conference on System Sciences (HICSS), Online, 2022.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 41486
M. Caron, C. Bartelheimer, and O. Müller, “Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation,” presented at the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 21204 |

J.-P. Kucklick and O. Müller, “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.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 22514 |

J.-P. Kucklick, J. Müller, D. Beverungen, and O. Müller, “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach,” in European Conference on Information Systems, Virtual, 2021.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 26812 |

D. Leffrang and O. Müller, “Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts,” presented at the 2021 IEEE Visualization conference, 2021, doi: 10.1109/TREX53765.2021.00009.
LibreCat
| DOI
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 24547
O. Müller, M. Caron, M. Döring, T. Heuwinkel, and J. Baumeister, “PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data,” presented at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML PKDD 2021), Online.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 25029
M. Caron, M. Gulenko, and O. Müller, “To the Moon! Analyzing the Community of ‘Degenerates’ Engaged in the Surge of the GME Stock,” presented at the 42nd International Conference on Information Systems (ICIS 2021), Austin, Texas, 2021.
LibreCat
| Download (ext.)
2020 | Conference Paper | LibreCat-ID: 17095
R. Grytz, A. Krohn-Grimberghe, and O. Müller, “Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach,” 2020.
LibreCat
| Download (ext.)
2020 | Conference Paper | LibreCat-ID: 21563
M. Caron and O. Müller, “Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility,” in 2020 IEEE International Conference on Big Data (Big Data), Online, 2020, pp. 4383–4391, doi: 10.1109/BigData50022.2020.9378134.
LibreCat
| DOI
| Download (ext.)
2019 | Conference Paper | LibreCat-ID: 17096
P. Sommerauer, O. Müller, L. Maxim, and N. Østman, “The Effect of Marker-less Augmented Reality on Task and Learning Performance,” 2019.
LibreCat
| Download (ext.)
2019 | Journal Article | LibreCat-ID: 4684
D. Beverungen, O. Müller, M. Matzner, J. Mendling, and J. vom Brocke, “Conceptualizing smart service systems,” Electronic Markets, vol. 29, pp. 7–18, 2019, doi: 10.1007/s12525-017-0270-5.
LibreCat
| Files available
| DOI
2018 | Journal Article | LibreCat-ID: 17094
R. Suomi, O. Müller, and J. vom Brocke, “Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital,” Journal of Information Technology Theory and Application, vol. 19, no. 4, p. 3, 2018.
LibreCat
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2018 | Conference Paper | LibreCat-ID: 17099
T. Thiess and O. Müller, “Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry,” 2018.
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2018 | Conference Paper | LibreCat-ID: 17098
P. Sommerauer and O. Müller, “Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations,” 2018.
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2018 | Conference Paper | LibreCat-ID: 17097
K. Bösch, O. Müller, and J. Schneider, “Emotional contagion through online newspapers,” 2018.
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2017 | Journal Article | LibreCat-ID: 2856
B. Barann, D. Beverungen, and O. Müller, “An open-data approach for quantifying the potential of taxi ridesharing,” Decision Support Systems, vol. 99, no. July 2017, pp. 86–95, 2017, doi: 10.1016/j.dss.2017.05.008.
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2016 | Journal Article | LibreCat-ID: 4692
O. Müller, T. Schmiedel, E. Gorbacheva, and J. vom Brocke, “Towards a typology of business process management professionals: identifying patterns of competences through latent semantic analysis,” Enterprise Information Systems, no. 1, pp. 50--80, 2016.
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2016 | Journal Article | LibreCat-ID: 4693
O. Müller, S. Debortoli, I. Junglas, and J. vom Brocke, “Using text analytics to derive customer service management benefits from unstructured data,” MIS Quarterly Executive, no. 4, pp. 243--258, 2016.
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2016 | Conference Paper | LibreCat-ID: 17103
M. Fay, O. Müller, and J. vom Brocke, “Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance,” presented at the European Conference on Information Systems , 2016.
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2016 | Conference Paper | LibreCat-ID: 17102
T. Schmiedel, O. Müller, S. Debortoli, and J. vom Brocke, “Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis,” 2016.
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2015 | Conference Paper | LibreCat-ID: 17106
A. Korotina, O. Müller, and S. Debortoli, “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, pp. 1710–1724.
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2014 | Book Chapter | LibreCat-ID: 17109
C. Raffl, J. Lucke, O. Müller, H.-D. Zimmermann, and J. Vom Brocke, “Handbuch für offene gesellschaftliche Innovation,” in TOGI-Schriftenreihe, vol. 11, ePubli GmbH, 2014.
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2014 | Conference Paper | LibreCat-ID: 17116
A. Herbst, A. Simons, J. vom Brocke, O. Müller, S. Debortoli, and S. Vakulenko, “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
N. Reuter, S. Vakulenko, J. vom Brocke, S. Debortoli, and O. Müller, “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 | Conference Paper | LibreCat-ID: 17111
S. Vakulenko, O. Müller, and J. vom Brocke, “Enriching iTunes App Store categories via topic modeling,” 2014.
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2013 | Journal Article | LibreCat-ID: 3496
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelbuß, “Designing Interaction Routines in Service Networks: A Modularity and Social Construction-Based Approach,” Scandinavian Journal of Information Systems, no. 1, pp. 37--68, 2013.
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2013 | Conference Paper | LibreCat-ID: 4698
S. Gregor, O. Müller, and S. Seidel, “Reflection, abstraction and theorizing in design and development research,” in European Conference on Information Systems, 2013.
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2013 | Journal Article | LibreCat-ID: 4699
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelbuss, “Designing interaction routines in service networks: A modularity and social construction-based approach,” Scandinavian Journal of Information Systems, no. 1, pp. 17--47, 2013.
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2013 | Journal Article | LibreCat-ID: 4700
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelbuss, “Bridging the gap between manufacturing and service through IT-based boundary objects,” IEEE Transactions on Engineering Management, no. 3, pp. 468--482, 2013.
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2011 | Conference Paper | LibreCat-ID: 3457
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, and O. Müller, “Information Needs in Service Systems --- A Framework for Integrating Service and Manufacturing Business Processes,” in Proceedings of the 44th Annual Hawaii International Conference on System Sciences, Koloa, HI, USA, 2011.
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2011 | Conference Paper | LibreCat-ID: 3458
J. Becker, D. Beverungen, M. Matzner, O. Müller, and J. Pöppelbuß, “Design Science in Service Research: A Framework-Based Review of IT Artifacts in Germany,” in International Conference on Design Science Research in Information Systems and Technology, 2011, pp. 366--375.
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2011 | Journal Article | LibreCat-ID: 3502
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Pricing of Value Bundles: A Multi-Perspective Decision Support Approach,” Enterprise Modelling and Information Systems Architectures, no. 2, pp. 54--69, 2011.
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2011 | Journal Article | LibreCat-ID: 4708
F. Müller-Wienbergen, O. Müller, S. Seidel, and J. Becker, “Leaving the Beaten Tracks in Creative Work – A Design Theory for Systems that Support Convergent and Divergent Thinking,” Journal of the Association for Information Systems, no. 11, pp. 714--740, 2011.
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2011 | Book Chapter | LibreCat-ID: 5038
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelbuß, “Integrierte Informationslogistik in der hybriden Wertschöpfung,” in Mit Dienstleistungen die Zukunft gestalten: Impulse aus Forschung und Praxis. Beiträge der 8. Dienstleistungstagung des BMBF, I. Gatermann and M. Fleck, Eds. Frankfurt am Main, 2011, pp. 247--255.
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2011 | Working Paper | LibreCat-ID: 17126
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelfuß, Flexible Informationssystem-Architekturen für hybride Wertschöpfungsnetzwerke (Flexnet) : Forschungsprojekt im Rahmen der BMBF-Fördermaßnahme Integration von Produktion und Dienstleistung. Arbeitsberichte des Instituts für Wirtschaftsinformatik, 2011.
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2010 | Conference Paper | LibreCat-ID: 3464
K. Backhaus, J. Becker, D. Beverungen, M. Frohs, O. Müller, and M. Weddeling, “Incorporating Willingness-to-Pay Data into Online Recommendations for Value-Added Services,” in European Conference on Information Systems, Pretoria, South Africa, 2010.
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2010 | Conference Paper | LibreCat-ID: 3467
J. Becker, D. Beverungen, M. Matzner, and O. Müller, “Total Cost of Service Life --- Decision Support for Selecting and Orchestrating Services,” in Proceedings of the IADIS Internatioal Conference e-Society 2010, Porto, Portugal, 2010, pp. 322--329.
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2010 | Book Chapter | LibreCat-ID: 5041
J. Becker, D. Beverungen, R. Knackstedt, O. Müller, and S. Müller, “TCO-as-a-Service --- Servicebasierte Lebenszyklusrechnung für hybride Leistungsbündel,” in Vertriebsinformationssysteme --- Standardisierung, Individualisierung, Hybridisierung und Internetisierung, J. Becker, R. Knackstedt, O. Müller, and A. Winkelmann, Eds. Berlin, Heidelberg, 2010, pp. 161--174.
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2010 | Book Chapter | LibreCat-ID: 17127
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Preisfindung für hybride Leistungsbündel--Modellbasierte Integration von Ansätzen zur Entscheidungsunterstützung,” in Dienstleistungsmodellierung 2010, Physica-Verlag HD, 2010, pp. 144–166.
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2010 | Conference Paper | LibreCat-ID: 17130
J. Becker, O. Müller, and M. Woditsch, “An ontology-based natural language service discovery engine--design and experimental evaluation,” in European Conference on Information Systems, 2010.
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2009 | Conference Paper | LibreCat-ID: 3475
J. Becker, D. Beverungen, R. Knackstedt, M. Matzner, O. Müller, and J. Pöppelbuß, “A Framework for Design Research in the Service Science Discipline,” in Americas Conference on Information Systems, San Francisco, USA, 2009.
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2009 | Conference Paper | LibreCat-ID: 3476
J. Becker, D. Beverungen, M. Matzner, and O. Müller, “Design Requirements to Support Information Flows for Providing Customer Solutions: A Case Study in the Mechanical Engineering Sector,” in Proceedings of the First International Symposium on Services Science (ISSS’09), 2009, pp. 75--85.
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2009 | Journal Article | LibreCat-ID: 3506
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Model-Based Decision Support for the Customer-Specific Configuration of Value Bundles,” Enterprise Modelling and Information Systems Architectures, no. 1, pp. 26--38, 2009.
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2009 | Conference Paper | LibreCat-ID: 17132
J. Becker, K. Bergener, O. Müller, and F. Müller-Wienbergen, “Documentation of flexible business processes-A healthcare case study,” in Americas Conference on Information Systems, 2009, p. 93.
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2009 | Conference Paper | LibreCat-ID: 17133
F. Müller-Wienbergen, S. Seidel, O. Müller, R. Knackstedt, and J. Becker, “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 | Conference Paper | LibreCat-ID: 3478
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Modeling, Customer-Specific Configuration and Calculation of Value Bundles,” in Americas Conference on Information Systems, Toronto, Canada, 2008.
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2008 | Journal Article | LibreCat-ID: 3507
D. Beverungen, R. Knackstedt, and O. Müller, “Entwicklung Serviceorientierter Architekturen zur Integration von Produktion und Dienstleistung --- Eine Konzeptionsmethode und ihre Anwendung am Beispiel des Recyclings elektronischer Geräte,” Wirtschaftsinformatik, no. 3, pp. 220--234, 2008.
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2008 | Journal Article | LibreCat-ID: 4711
D. Beverungen, R. Knackstedt, and O. Müller, “Entwicklung Serviceorientierter Architekturen zur Integration von Produktion und Dienstleistung – Eine Konzeptionsmethode und ihre Anwendung am Beispiel des Recyclings elektronischer Geräte,” WIRTSCHAFTSINFORMATIK, no. 3, pp. 220--234, 2008.
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2008 | Book Chapter | LibreCat-ID: 5065
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Konzeption einer Modellierungssprache zur softwarewerkzeugunterstützten Modellierung, Konfiguration und Bewertung hybrider Leistungsbündel,” in Dienstleistungsmodellierung --- Methoden, Werkzeuge und Branchenlösungen, O. Thomas and M. Nüttgens, Eds. 2008, pp. 53--70.
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2008 | Conference Paper | LibreCat-ID: 17134
J. Becker, D. Beverungen, R. Knackstedt, and O. Müller, “Konzeption einer Modellierungssprache zur tool-unterstützten Modellierung, Konfiguration und Bewertung hybrider Leistungsbündel,” in Proceedings of the GI-Tagung Modellierung, Workshop Dienstleistungsmodellierung, 2008, pp. 45–62.
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2008 | Conference Paper | LibreCat-ID: 17138
J. Becker, M. Matzner, O. Müller, and A. Winkelmann, “Towards a semantic data quality management-using ontologies to assess master data quality in retailing,” in Americas Conference on Information Systems, 2008, p. 129.
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2008 | Conference Paper | LibreCat-ID: 17139
R. Knackstedt, D. Kuropka, O. Müller, and A. Polyvyanyy, “An ontology-based service discovery approach for the provisioning of product-service bundles,” in European Conference on Information Systems, 2008.
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