Oliver Müller
Orcid: 0000-0002-0369-1607Affiliations:
- University of Paderborn, Germany
- IT University of Copenhagen, Denmark (former)
- University of Liechtenstein, Vaduz, Liechtenstein (former)
- University of Münster, Germany (PhD 2012)
According to our database1,
Oliver Müller
authored at least 84 papers
between 2008 and 2023.
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Bibliography
2023
Tackling the Accuracy-Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal.
ACM Trans. Manag. Inf. Syst., March, 2023
Proceedings of the Workshop on Recommenders in Tourism co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023
Proceedings of the 44th International Conference on Information Systems, 2023
Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
More Isn't Always Better - Measuring Customers' Preferences for Digital Process Transparency.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023
Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?
Proceedings of the Business Process Management Workshops, 2023
2022
J. Strateg. Inf. Syst., 2022
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing.
Proceedings of the Business Process Management - 20th International Conference, 2022
Proceedings of the 28th Americas Conference on Information Systems, 2022
2021
A Comparison of Multi-View Learning Strategies for Satellite Image-Based Real Estate Appraisal.
CoRR, 2021
PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball Using Tracking Data.
Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2021
To the Moon! Analyzing the Community of "Degenerates" Engaged in the Surge of the GME Stock.
Proceedings of the 42nd International Conference on Information Systems, 2021
Quantifying the Impact of Location Data for Real Estate Appraisal - a GIS-based Deep Learning Approach.
Proceedings of the 29th European Conference on Information Systems, 2021
Proceedings of the Next Wave of Sociotechnical Design, 2021
2020
CoRR, 2020
Proceedings of the Entwicklungen, 2020
X-RAI: A Framework for the Transparent, Responsible, and Accurate Use of Machine Learning in the Public Sector.
Proceedings of Ongoing Research, 2020
Designing Causal Inference Systems for Value-Based Spare Parts Pricing - An ADR Study at MAN Energy Solutions.
Proceedings of the Perspectives in Business Informatics Research, 2020
Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019
Structuring Unstructured Data - Or: How Machine Learning Can Make You a Wine Sommelier.
Proceedings of the Art of Structuring, 2019
2018
The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics.
J. Manag. Inf. Syst., 2018
Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital.
J. Inf. Technol. Theory Appl., 2018
J. Enterp. Inf. Manag., 2018
Augmented Reality in Informal Learning Environments: Investigating Short-term and Long-term Effects.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
Towards Design Principles for Data-Driven Decision Making - An Action Design Research Project in the Maritime Industry.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018
Augmented Reality for Teaching and Learning - a literature Review on Theoretical and Empirical Foundations.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018
2017
Beyond crowd judgments: Data-driven estimation of market value in association football.
Eur. J. Oper. Res., 2017
Decis. Support Syst., 2017
The Impact of Content, Context, and Creator on User Engagement in Social Media Marketing.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017
2016
Using Text Analytics to Derive Customer Service Management Benefits from Unstructured Data.
MIS Q. Executive, 2016
Utilizing big data analytics for information systems research: challenges, promises and guidelines.
Eur. J. Inf. Syst., 2016
Towards a typology of business process management professionals: identifying patterns of competences through latent semantic analysis.
Enterp. Inf. Syst., 2016
Text Mining For Information Systems Researchers: An Annotated Topic Modeling Tutorial.
Commun. Assoc. Inf. Syst., 2016
Bus. Inf. Syst. Eng., 2016
Identifying and quantifying Cultural Factors that Matter to the IT workforce: an Approach based on Automated Content Analysis.
Proceedings of the 24th European Conference on Information Systems, 2016
2015
Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process.
Proceedings of the Smart Enterprise Engineering: 12. Internationale Tagung Wirtschaftsinformatik, 2015
A Gender Perspective on Business Process Management Competences Offered on Professional Online Social Networks.
Proceedings of the 23rd European Conference on Information Systems, 2015
2014
Vergleich von Kompetenzanforderungen an Business-Intelligence- und Big-Data-Spezialisten - Eine Text-Mining-Studie auf Basis von Stellenausschreibungen.
Wirtschaftsinf., 2014
Augmented reality in informal learning environments: A field experiment in a mathematics exhibition.
Comput. Educ., 2014
Commun. Assoc. Inf. Syst., 2014
Bus. Process. Manag. J., 2014
Comparing Business Intelligence and Big Data Skills - A Text Mining Study Using Job Advertisements.
Bus. Inf. Syst. Eng., 2014
Toward a Method for Developing a Service Portfolio for a Supply Chain Center of Excellence.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2014
Proceedings of the International Conference on Information Systems, 2014
Identifying the Role of Information Systems in Achieving Energy-Related Environmental Sustainability using Text Mining.
Proceedings of the 22st European Conference on Information Systems, 2014
Identifying and Characterizing Topics in Enterprise Content Management: a Latent Semantic Analysis of Vendor Case studies.
Proceedings of the 22st European Conference on Information Systems, 2014
2013
Bridging the Gap Between Manufacturing and Service Through IT-Based Boundary Objects.
IEEE Trans. Engineering Management, 2013
Designing Interaction Routines in Service Networks: A Modularity and Social Construction-Based Approach.
Scand. J. Inf. Syst., 2013
Proceedings of the 21st European Conference on Information Systems, 2013
MUSE: Implementation of a Design Theory for Systems that Support Convergent and Divergent Thinking.
Proceedings of the Design Science at the Intersection of Physical and Virtual Design, 2013
2012
Beyond process monitoring: a proof-of-concept of event-driven business activity management.
Bus. Process. Manag. J., 2012
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012
Proceedings of the Handbook of Service Description - USDL and Its Methods, 2012
2011
PhD thesis, 2011
Leaving the Beaten Tracks in Creative Work - A Design Theory for Systems that Support Convergent and Divergent Thinking.
J. Assoc. Inf. Syst., 2011
Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2011
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011
Proceedings of the 6th Workshop on Middleware for Service Oriented Computing, 2011
Information Needs in Service Systems - A Framework for Integrating Service and Manufacturing Business Processes.
Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011
Design Science in Service Research: A Framework-Based Review of IT Artifacts in Germany.
Proceedings of the Service-Oriented Perspectives in Design Science Research, 2011
Proceedings of the Business Process Management - 9th International Conference, 2011
Proceedings of the Business Process Management Workshops, 2011
2010
Enabling individualized recommendations and dynamic pricing of value-added services through willingness-to-pay data.
Electron. Mark., 2010
Total Cost of Service Life: The Need for Decision Support in Selecting, Comparing and Orchestrating Services.
Proceedings of the Exploring Services Science - First International Conference, 2010
An Ontology-Based Natural Language Service Discovery Engine - Design and Experimental Evaluation.
Proceedings of the 18th European Conference on Information Systems, 2010
Incorporating Willingness-to-Pay Data into Online Recommendations for Value-Added Services.
Proceedings of the 18th European Conference on Information Systems, 2010
Springer, ISBN: 978-3-642-12829-5, 2010
2009
Model-Based Decision Support for the Customer-Specific Configuration of Value Bundles.
Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2009
A design research study on enhancing creativity - The case of developing product-service bundles.
Proceedings of the 17th European Conference on Information Systems, 2009
Proceedings of the 15th Americas Conference on Information Systems, 2009
Proceedings of the 15th Americas Conference on Information Systems, 2009
2008
Entwicklung Serviceorientierter Architekturen zur Integration von Produktion und Dienstleistung - Eine Konzeptionsmethode und ihre Anwendung am Beispiel des Recyclings elektronischer Geräte.
Wirtschaftsinf., 2008
Comparing Architectural Styles for Service-Oriented Architectures - a REST vs. SOAP Case Study.
Proceedings of the Information Systems Development, 2008
An Ontology-Based Service Discovery Approach for the Provisioning of Product- Service Bundles.
Proceedings of the 16th European Conference on Information Systems, 2008
Ein Plädoyer für die Berücksichtigung von Semantik beim Stammdaten-Alignment - Vorgehensmodell und prototypische Anwendung im Einzelhandel.
Proceedings of the DW 2008, 2008
Towards a Semantic Data Quality Management - Using Ontologies to Assess Master Data Quality in Retailing.
Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008
Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008