Oliver Müller

100 papers A 3C 3Misc 1Journal 36Unranked 51

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Algorithmic Literacy: A Compass to Successfully Navigate the Algorithm-Driven World? Bus. Inf. Syst. Eng. Irina Heimbach, Olga Abramova, Annika Baumann, Hanna Krasnova, Ekaterina Jussupow, Christine Legner, Antonia Meythaler, Oliver Müller, Marc Pinski
2025	A	`conf`	A Step Towards Cognitive Automation: Integrating LLM Agents with Process Rules. BPM Sascha Kaltenpoth, Alexander Skolik, Oliver Müller, Daniel Beverungen
2025	J	`jnl`	Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting. IEEE Access Marcel Meyer, David Zapata Gonzalez, Sascha Kaltenpoth, Oliver Müller
2025	—	`conf`	Bridging the Gap between Data-Driven and Theory-Driven modelling - Leveraging Causal Machine Learning for integrative modelling of dynamical Systems. ECIS David Zapata Gonzalez, Marcel Meyer, Oliver Müller
2025	J	`jnl`	Getting In Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment. CoRR Sascha Kaltenpoth, Oliver Müller
2025	—	`conf`	LLMs For Warm and Cold Next-Item Recommendation: A Comparative Study across Zero-Shot Prompting, In-Context Learning and Fine-Tuning. ISD Haya Halimeh, Florian Freese, Oliver Müller
2025	J	`jnl`	TS-Arena Technical Report - A Pre-registered Live Forecasting Platform. CoRR Marcel Meyer, Sascha Kaltenpoth, Kevin Zalipski, Henrik Albers, Oliver Müller
2025	J	`jnl`	The Danish Business Authority's Approach to the Ongoing Evaluation of AI Systems. MIS Q. Executive Oliver Krancher, Per Rådberg Nagbøl, Oliver Müller
2025	—	`conf`	Towards Greener Choices: Decision Information Nudging for Sustainability-Aware Recommender Explanations. RecSoGood@RecSys Haya Halimeh, Oliver Müller
2024	—	`conf`	Algorithmic Advice-Taking Beyond MAE: The Role of Negative Prediction Outliers and Statistical Literacy in Algorithmic Advice-Taking. ECIS Dirk Leffrang, Oliver Müller
2024	J	`jnl`	Benchmarking Time Series Foundation Models for Short-Term Household Electricity Load Forecasting. CoRR Marcel Meyer, David Zapata, Sascha Kaltenpoth, Oliver Müller
2024	J	`jnl`	Combining Causal Discovery and Machine Learning for Modeling Data Center Operations. CoRR David Zapata, Marcel Meyer, Oliver Müller
2024	—	`conf`	Getting In Contract with Large Language Models - An Agency Theory Perspective On Large Language Model Alignment. Wirtschaftsinformatik Sascha Kaltenpoth, Oliver Müller
2024	—	`conf`	Straight Outta Logs: Can Large Language Models Overcome Preprocessing in Next Event Prediction? Business Process Management Workshops Katharina Brennig, Sascha Kaltenpoth, Oliver Müller
2023	C	`conf`	AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization. ICIS Dirk Leffrang, Oliver Müller
2023	J	`jnl`	Digital Responsibility. Bus. Inf. Syst. Eng. Matthias Trier, Dennis Kundisch, Daniel Beverungen, Oliver Müller, Guido Schryen, Milad Mirbabaie, Simon Trang
2023	—	`conf`	Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time. HICSS Dirk Leffrang, Kevin Bösch, Oliver Müller
2023	—	`conf`	Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. HICSS Haya Halimeh, Matthew Caron, Oliver Müller
2023	—	`conf`	Event Recommendations through the Lens of Vision and Language Foundation Models. RecTour@RecSys Haya Halimeh, Florian Freese, Oliver Müller
2023	—	`conf`	More Isn't Always Better - Measuring Customers' Preferences for Digital Process Transparency. HICSS Katharina Brennig, Oliver Müller
2023	J	`jnl`	Tackling the Accuracy-Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal. ACM Trans. Manag. Inf. Syst. Jan-Peter Kucklick, Oliver Müller
2023	—	`conf`	Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter? Business Process Management Workshops Katharina Brennig, Kay Benkert, Bernd Löhr, Oliver Müller
2022	A	`conf`	Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing. BPM Bernd Löhr, Katharina Brennig, Christian Bartelheimer, Daniel Beverungen, Oliver Müller
2022	J	`jnl`	Shifting ML value creation mechanisms: A process model of ML value creation. J. Strateg. Inf. Syst. Arisa Shollo, Konstantin Hopf, Tiemo Thiess, Oliver Müller
2022	—	`conf`	Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. HICSS Matthew Caron, Frederik Simon Bäumer, Oliver Müller
2022	—	`conf`	Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation. AMCIS Matthew Caron, Christian Bartelheimer, Oliver Müller
2022	—	`conf`	Using Geolocated Text to Quantify Location in Real Estate Appraisal. HICSS Tim Heuwinkel, Jan-Peter Kucklick, Oliver Müller
2021	J	`jnl`	A Comparison of Multi-View Learning Strategies for Satellite Image-Based Real Estate Appraisal. CoRR Jan-Peter Kucklick, Oliver Müller
2021	—	`conf`	Designing a Risk Assessment Tool for Artificial Intelligence Systems. DESRIST Per Rådberg Nagbøl, Oliver Müller, Oliver Krancher
2021	—	`conf`	PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball Using Tracking Data. MLSA@PKDD/ECML Oliver Müller, Matthew Caron, Michael Döring, Tim Heuwinkel, Jochen Baumeister
2021	—	`conf`	Quantifying the Impact of Location Data for Real Estate Appraisal - a GIS-based Deep Learning Approach. ECIS Jan-Peter Kucklick, Jennifer Müller, Daniel Beverungen, Oliver Müller
2021	C	`conf`	To the Moon! Analyzing the Community of "Degenerates" Engaged in the Surge of the GME Stock. ICIS Matthew Caron, Maryna Gulenko, Oliver Müller
2020	—	`conf`	Design Principles for Explainable Sales Win-Propensity Prediction Systems. Wirtschaftsinformatik (Zentrale Tracks) Tiemo Thiess, Oliver Müller, Lorenzo Tonelli
2020	—	`conf`	Designing Causal Inference Systems for Value-Based Spare Parts Pricing - An ADR Study at MAN Energy Solutions. BIR Tiemo Thiess, Oliver Müller
2020	—	`ed.`	Designing for Digital Transformation. Co-Creating Services with Citizens and Industry - 15th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2020, Kristiansand, Norway, December 2-4, 2020, Proceedings DESRIST Sara Hofmann, Oliver Müller, Matti Rossi
2020	—	`conf`	Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility. IEEE BigData Matthew Caron, Oliver Müller
2020	J	`jnl`	Location, location, location: Satellite image-based real-estate appraisal. CoRR Jan-Peter Kucklick, Oliver Müller
2020	—	`conf`	X-RAI: A Framework for the Transparent, Responsible, and Accurate Use of Machine Learning in the Public Sector. EGOV-CeDEM-ePart-* Per Rådberg Nagbøl, Oliver Müller
2019	—	`ed.`	27th European Conference on Information Systems - Information Systems for a Sharing Society, ECIS 2019, Stockholm and Uppsala, Sweden, June 8-14, 2019 ECIS Jan vom Brocke, Shirley Gregor, Oliver Müller
2019	J	`jnl`	Conceptualizing smart service systems. Electron. Mark. Daniel Beverungen, Oliver Müller, Martin Matzner, Jan Mendling, Jan vom Brocke
2019	—	`ch.`	Structuring Unstructured Data - Or: How Machine Learning Can Make You a Wine Sommelier. The Art of Structuring Oliver Müller
2019	—	`conf`	The Effect of Marker-less Augmented Reality on Task and Learning Performance. Wirtschaftsinformatik Peter Sommerauer, Oliver Müller, Leonard Maxim, Nils Østman
2018	—	`conf`	Augmented Reality for Teaching and Learning - a literature Review on Theoretical and Empirical Foundations. ECIS Peter Sommerauer, Oliver Müller
2018	—	`conf`	Augmented Reality in Informal Learning Environments: Investigating Short-term and Long-term Effects. HICSS Peter Sommerauer, Oliver Müller
2018	J	`jnl`	ECM implementations in practice: objectives, processes, and technologies. J. Enterp. Inf. Manag. Roope Jaakonmäki, Alexander Simons, Oliver Müller, Jan vom Brocke
2018	—	`conf`	Emotional Contagion Through Online Newspapers. ECIS Kevin Bösch, Oliver Müller, Johannes Schneider
2018	J	`jnl`	Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital. J. Inf. Technol. Theory Appl. Reima Suomi, Oliver Müller, Jan vom Brocke
2018	J	`jnl`	The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics. J. Manag. Inf. Syst. Oliver Müller, Maria Fay, Jan vom Brocke
2018	—	`conf`	Towards Design Principles for Data-Driven Decision Making - An Action Design Research Project in the Maritime Industry. ECIS Tiemo Thiess, Oliver Müller
2017	J	`jnl`	An open-data approach for quantifying the potential of taxi ridesharing. Decis. Support Syst. Benjamín Barán, Daniel Beverungen, Oliver Müller
2017	J	`jnl`	Beyond crowd judgments: Data-driven estimation of market value in association football. Eur. J. Oper. Res. Oliver Müller, Alexander Simons, Markus Weinmann
2017	—	`conf`	The Impact of Content, Context, and Creator on User Engagement in Social Media Marketing. HICSS Roope Jaakonmäki, Oliver Müller, Jan vom Brocke
2016	—	`conf`	Identifying and quantifying Cultural Factors that Matter to the IT workforce: an Approach based on Automated Content Analysis. ECIS Theresa Schmiedel, Oliver Müller, Stefan Debortoli, Jan vom Brocke
2016	J	`jnl`	Text Mining For Information Systems Researchers: An Annotated Topic Modeling Tutorial. Commun. Assoc. Inf. Syst. Stefan Debortoli, Oliver Müller, Iris A. Junglas, Jan vom Brocke
2016	J	`jnl`	The Role of Gender in Business Process Management Competence Supply. Bus. Inf. Syst. Eng. Elena Gorbacheva, Armin Stein, Theresa Schmiedel, Oliver Müller
2016	J	`jnl`	Towards a typology of business process management professionals: identifying patterns of competences through latent semantic analysis. Enterp. Inf. Syst. Oliver Müller, Theresa Schmiedel, Elena Gorbacheva, Jan vom Brocke
2016	J	`jnl`	Using Text Analytics to Derive Customer Service Management Benefits from Unstructured Data. MIS Q. Executive Oliver Müller, Iris A. Junglas, Stefan Debortoli, Jan vom Brocke
2016	J	`jnl`	Utilizing big data analytics for information systems research: challenges, promises and guidelines. Eur. J. Inf. Syst. Oliver Müller, Iris A. Junglas, Jan vom Brocke, Stefan Debortoli
2015	—	`conf`	A Gender Perspective on Business Process Management Competences Offered on Professional Online Social Networks. ECIS Elena Gorbacheva, Armin Stein, Theresa Schmiedel, Oliver Müller
2015	—	`conf`	Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process. Wirtschaftsinformatik Anastasiia Korotina, Oliver Müller, Stefan Debortoli
2014	J	`jnl`	Augmented reality in informal learning environments: A field experiment in a mathematics exhibition. Comput. Educ. Peter Sommerauer, Oliver Müller
2014	J	`jnl`	Comparing Business Intelligence and Big Data Skills - A Text Mining Study Using Job Advertisements. Bus. Inf. Syst. Eng. Stefan Debortoli, Oliver Müller, Jan vom Brocke
2014	C	`conf`	Enriching iTunes App Store Categories via Topic Modeling. ICIS Svitlana Vakulenko, Oliver Müller, Jan vom Brocke
2014	J	`jnl`	How In-memory Technology Can Create Business Value: Insights from the Hilti Case. Commun. Assoc. Inf. Syst. Jan vom Brocke, Stefan Debortoli, Oliver Müller, Nadine Reuter
2014	—	`conf`	Identifying and Characterizing Topics in Enterprise Content Management: a Latent Semantic Analysis of Vendor Case studies. ECIS Andrea Herbst, Alexander Simons, Jan vom Brocke, Oliver Müller, Stefan Debortoli, Svitlana Vakulenko
2014	—	`conf`	Identifying the Role of Information Systems in Achieving Energy-Related Environmental Sustainability using Text Mining. ECIS Nadine Reuter, Svitlana Vakulenko, Jan vom Brocke, Stefan Debortoli, Oliver Müller
2014	J	`jnl`	Interview with Michael Rosemann on ambidextrous business process management. Bus. Process. Manag. J. Thomas Kohlborn, Oliver Müller, Jens Poeppelbuss, Maximilian Röglinger
2014	—	`conf`	Toward a Method for Developing a Service Portfolio for a Supply Chain Center of Excellence. MKWI Mario Hanselmann, Alexander Simons, Oliver Müller
2014	J	`jnl`	Vergleich von Kompetenzanforderungen an Business-Intelligence- und Big-Data-Spezialisten - Eine Text-Mining-Studie auf Basis von Stellenausschreibungen. Wirtschaftsinf. Stefan Debortoli, Oliver Müller, Jan vom Brocke
2013	J	`jnl`	Bridging the Gap Between Manufacturing and Service Through IT-Based Boundary Objects. IEEE Trans. Engineering Management Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Martin Matzner, Oliver Müller, Jens Pöppelbuß
2013	J	`jnl`	Designing Interaction Routines in Service Networks: A Modularity and Social Construction-Based Approach. Scand. J. Inf. Syst. Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Martin Matzner, Oliver Müller, Jens Pöppelbuß
2013	—	`conf`	MUSE: Implementation of a Design Theory for Systems that Support Convergent and Divergent Thinking. DESRIST Oliver Müller, Stefan Debortoli, Stefan Seidel
2013	—	`conf`	Reflection, Abstraction And Theorizing In Design And Development Research. ECIS Shirley Gregor, Oliver Müller, Stefan Seidel
2012	J	`jnl`	Beyond process monitoring: a proof-of-concept of event-driven business activity management. Bus. Process. Manag. J. Christian Janiesch, Martin Matzner, Oliver Müller
2012	—	`conf`	Extending BPMN for Business Activity Monitoring. HICSS Jan-Philipp Friedenstab, Christian Janiesch, Martin Matzner, Oliver Müller
2012	—	`ch.`	Product-Service System Approaches - A Business Perspective on Service Modeling. Handbook of Service Description Daniel Beverungen, Martin Matzner, Oliver Müller, Jörg Becker
2011	A	`conf`	A Blueprint for Event-Driven Business Activity Management. BPM Christian Janiesch, Martin Matzner, Oliver Müller
2011	—	`conf`	A Review of Event Formats as Enablers of Event-Driven BPM. Business Process Management Workshops (1) Jörg Becker, Martin Matzner, Oliver Müller, Marcel Walter
2011	—	`conf`	Business activity management for service networks in cloud environments. MW4SOC Christian Janiesch, Robin Fischer, Martin Matzner, Oliver Müller
2011	—	`conf`	Design Science in Service Research: A Framework-Based Review of IT Artifacts in Germany. DESRIST Jörg Becker, Daniel Beverungen, Martin Matzner, Oliver Müller, Jens Pöppelbuß
2011	—	`conf`	Information Needs in Service Systems - A Framework for Integrating Service and Manufacturing Business Processes. HICSS Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Martin Matzner, Oliver Müller
2011	J	`jnl`	Leaving the Beaten Tracks in Creative Work - A Design Theory for Systems that Support Convergent and Divergent Thinking. J. Assoc. Inf. Syst. Felix Müller-Wienbergen, Oliver Müller, Stefan Seidel, Jörg Becker
2011	J	`jnl`	Pricing of Value Bundles - A Multi-Perspective Decision Support Approach. Enterp. Model. Inf. Syst. Archit. Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Oliver Müller
2011	Misc	`conf`	Slipstream: architecture options for real-time process analytics. SAC Christian Janiesch, Martin Matzner, Oliver Müller, Robert Vollmer, Jörg Becker
2011	—	`—`	Supporting service customer decision making: design and evaluation of IT artifacts. Oliver Müller
2010	—	`conf`	An Ontology-Based Natural Language Service Discovery Engine - Design and Experimental Evaluation. ECIS Jörg Becker, Oliver Müller, Manuel Woditsch
2010	J	`jnl`	Enabling individualized recommendations and dynamic pricing of value-added services through willingness-to-pay data. Electron. Mark. Klaus Backhaus, Jörg Becker, Daniel Beverungen, Margarethe Frohs, Oliver Müller, Matthias Weddeling, Ralf Knackstedt, Michael Steiner
2010	—	`conf`	Incorporating Willingness-to-Pay Data into Online Recommendations for Value-Added Services. ECIS Klaus Backhaus, Jörg Becker, Daniel Beverungen, Margarethe Frohs, Oliver Müller, Matthias Weddeling
2010	—	`conf`	Total Cost of Service Life: The Need for Decision Support in Selecting, Comparing and Orchestrating Services. IESS Jörg Becker, Daniel Beverungen, Martin Matzner, Oliver Müller
2010	—	`book`	Vermarktung hybrider Leistungsbündel - Das ServPay-Konzept. Klaus Backhaus, Jörg Becker, Daniel Beverungen, Margarethe Frohs, Ralf Knackstedt, Oliver Müller, Michael Steiner, Matthias Weddeling
2009	—	`conf`	A Framework for Design Research in the Service Science Discipline. AMCIS Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Martin Matzner, Oliver Müller, Jens Pöppelbuß
2009	—	`conf`	A design research study on enhancing creativity - The case of developing product-service bundles. ECIS Felix Müller-Wienbergen, Stefan Seidel, Oliver Müller, Ralf Knackstedt, Jörg Becker
2009	—	`conf`	Documentation of Flexible Business Processes - A Healthcare Case Study. AMCIS Jörg Becker, Katrin Bergener, Oliver Müller, Felix Müller-Wienbergen
2009	J	`jnl`	Model-Based Decision Support for the Customer-Specific Configuration of Value Bundles. Enterp. Model. Inf. Syst. Archit. Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Oliver Müller
2008	—	`conf`	An Ontology-Based Service Discovery Approach for the Provisioning of Product- Service Bundles. ECIS Ralf Knackstedt, Dominik Kuropka, Oliver Müller, Artem Polyvyanyy
2008	—	`conf`	Comparing Architectural Styles for Service-Oriented Architectures - a REST vs. SOAP Case Study. ISD Jörg Becker, Martin Matzner, Oliver Müller
2008	—	`conf`	Ein Plädoyer für die Berücksichtigung von Semantik beim Stammdaten-Alignment - Vorgehensmodell und prototypische Anwendung im Einzelhandel. Data Warehousing Axel Winkelmann, Martin Matzner, Oliver Müller, Jörg Becker
2008	J	`jnl`	Entwicklung Serviceorientierter Architekturen zur Integration von Produktion und Dienstleistung - Eine Konzeptionsmethode und ihre Anwendung am Beispiel des Recyclings elektronischer Geräte. Wirtschaftsinf. Daniel Beverungen, Ralf Knackstedt, Oliver Müller
2008	—	`conf`	Modeling, Customer-Specific Configuration and Calculation of Bundles. AMCIS Jörg Becker, Daniel Beverungen, Ralf Knackstedt, Oliver Müller
2008	—	`conf`	Towards a Semantic Data Quality Management - Using Ontologies to Assess Master Data Quality in Retailing. AMCIS Jörg Becker, Martin Matzner, Oliver Müller, Axel Winkelmann