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58 Publications
2024 | Journal Article | LibreCat-ID: 53130 | 
@article{Stumpe_Dieter_Schryen_Müller_Beverungen_2024, title={Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study}, journal={Transportation Research Part A: Policy and Practice}, author={Stumpe, Miriam and Dieter, Peter and Schryen, Guido and Müller, Oliver and Beverungen, Daniel}, year={2024} }
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2023 | Journal Article | LibreCat-ID: 45299
@article{Kucklick_2023, title={HIEF: a holistic interpretability and explainability framework}, DOI={10.1080/12460125.2023.2207268}, journal={Journal of Decision Systems}, publisher={Taylor & Francis}, author={Kucklick, Jan-Peter}, year={2023}, pages={1–41} }
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2023 | Journal Article | LibreCat-ID: 45112
@article{Beverungen_Kundisch_Mirbabaie_Müller_Schryen_Trang_Trier_2023, title={Digital Responsibility – a Multilevel Framework for Responsible Digitalization}, volume={65}, DOI={https://doi.org/10.1007/s12599-023-00822-x}, number={4}, journal={Business & Information Systems Engineering}, author={Beverungen, Daniel and Kundisch, Dennis and Mirbabaie, Milad and Müller, Oliver and Schryen, Guido and Trang, Simon Thanh-Nam and Trier, Matthias}, year={2023}, pages={463–474} }
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2023 | Conference Paper | LibreCat-ID: 37312 |
@inproceedings{Leffrang_Bösch_Müller_2023, title={Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time}, booktitle={Hawaii International Conference on System Sciences}, author={Leffrang, Dirk and Bösch, Kevin and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50121
@inproceedings{Leffrang_2023, title={AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization}, number={10}, booktitle={International Conference on Information Systems}, author={Leffrang, Dirk}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50118
@inproceedings{Leffrang_2023, title={The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization}, number={19}, booktitle={Wirtschaftsinformatik Conference}, author={Leffrang, Dirk}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50431 |
@inproceedings{Halimeh_Freese_Müller_2023, title={Event Recommendations through the Lens of Vision and Language Foundation Models}, booktitle={Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems}, author={Halimeh, Haya and Freese, Florian and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 45270 |
@inproceedings{Halimeh_Caron_Müller_2023, title={Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features}, booktitle={Hawaii International Conference on System Sciences}, author={Halimeh, Haya and Caron, Matthew and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50437
@inproceedings{Reimann_Caron_2023, title={Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach}, booktitle={Wirtschaftsinformatik}, author={Reimann, Raphael and Caron, Matthew}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 37058
@inproceedings{Brennig_Müller_2023, title={More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency}, booktitle={Hawaii International Conference on System Sciences}, author={Brennig, Katharina and Müller, Oliver}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 50459
@inproceedings{Brock_Löhr_Brennig_Seger_Bartelheimer_von Enzberg_Kühn_Dumitrescu_2023, title={A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities}, booktitle={European Conference on Information Systems}, author={Brock, Jonathan and Löhr, Bernd and Brennig, Katharina and Seger, Thilo and Bartelheimer, Christian and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2023} }
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2023 | Book Chapter | LibreCat-ID: 50450
@inbook{Brennig_Benkert_Löhr_Müller_2023, title={Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?}, DOI={10.1007/978-3-031-50974-2_33}, booktitle={Business Process Management Workshops}, author={Brennig, Katharina and Benkert, Kay and Löhr, Bernd and Müller, Oliver}, year={2023} }
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2022 | Conference Paper | LibreCat-ID: 27506 |
@inproceedings{Kucklick_2022, title={Visual Interpretability of Image-based Real Estate Appraisal}, booktitle={55th Annual Hawaii International Conference on System Sciences (HICSS-55)}, author={Kucklick, Jan-Peter}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 29539 |
@inproceedings{Kucklick_2022, title={Towards a model- and data-focused taxonomy of XAI systems}, booktitle={Wirtschaftsinformatik 2022 Proceedings}, author={Kucklick, Jan-Peter}, year={2022} }
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2022 | Journal Article | LibreCat-ID: 32866
@article{Shollo_Hopf_Thiess_Müller_2022, title={Shifting ML value creation mechanisms: A process model of ML value creation}, volume={31}, DOI={10.1016/j.jsis.2022.101734}, number={3101734}, journal={The Journal of Strategic Information Systems}, publisher={Elsevier BV}, author={Shollo, Arisa and Hopf, Konstantin and Thiess, Tiemo and Müller, Oliver}, year={2022} }
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2022 | Journal Article | LibreCat-ID: 35620
@article{Kucklick_Müller_2022, title={Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal}, DOI={10.1145/3567430}, journal={ACM Transactions on Management Information Systems}, publisher={Association for Computing Machinery (ACM)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 36912
@inproceedings{Löhr_Brennig_Bartelheimer_Beverungen_Müller_2022, title={Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing}, DOI={10.1007/978-3-031-16103-2_18}, booktitle={International Conference on Business Process Management}, author={Löhr, Bernd and Brennig, Katharina and Bartelheimer, Christian and Beverungen, Daniel and Müller, Oliver}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 42631
@inproceedings{Caron_2022, title={Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift}, DOI={10.1109/bigdata55660.2022.10020933}, booktitle={2022 IEEE International Conference on Big Data (Big Data)}, publisher={IEEE}, author={Caron, Matthew}, year={2022} }
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2022 | Conference Paper | LibreCat-ID: 25113
@inproceedings{Caron_Bäumer_Müller_2022, title={Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models}, booktitle={55th Hawaii International Conference on System Sciences (HICSS)}, author={Caron, Matthew and Bäumer, Frederik S. and Müller, Oliver}, year={2022} }
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2021 | Conference Paper | LibreCat-ID: 21204 |
@inproceedings{Kucklick_Müller_2021, title={A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal}, booktitle={ The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 22514 |
@inproceedings{Kucklick_Müller_Beverungen_Müller_2021, title={Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach}, booktitle={European Conference on Information Systems}, author={Kucklick, Jan-Peter and Müller, Jennifer and Beverungen, Daniel and Müller, Oliver}, year={2021} }
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2021 | Book Chapter | LibreCat-ID: 32868
@inbook{Nagbøl_Müller_Krancher_2021, place={Cham}, title={Designing a Risk Assessment Tool for Artificial Intelligence Systems}, DOI={10.1007/978-3-030-82405-1_32}, booktitle={The Next Wave of Sociotechnical Design}, publisher={Springer International Publishing}, author={Nagbøl, Per Rådberg and Müller, Oliver and Krancher, Oliver}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 24547
@inproceedings{Müller_Caron_Döring_Heuwinkel_Baumeister, title={PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data}, booktitle={8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021)}, author={Müller, Oliver and Caron, Matthew and Döring, Michael and Heuwinkel, Tim and Baumeister, Jochen} }
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2021 | Conference Paper | LibreCat-ID: 25029
@inproceedings{Caron_Gulenko_Müller_2021, title={To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock}, booktitle={42nd International Conference on Information Systems (ICIS 2021)}, author={Caron, Matthew and Gulenko, Maryna and Müller, Oliver}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 26812 |
@inproceedings{Leffrang_Müller_2021, title={Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts}, DOI={10.1109/TREX53765.2021.00009}, booktitle={IEEE Workshop on TRust and EXpertise in Visual Analytics}, author={Leffrang, Dirk and Müller, Oliver}, year={2021} }
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2020 | Conference Paper | LibreCat-ID: 17348
@inproceedings{Kucklick_Müller_2020, title={Location, location, location: Satellite image-based real-estate appraisal}, booktitle={Symposium on Statistical Challenges in Electronic Commerce Research (SCECR)}, author={Kucklick, Jan-Peter and Müller, Oliver}, year={2020} }
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2020 | Conference Paper | LibreCat-ID: 17140
@inproceedings{Thiess_Müller_Tonelli_2020, title={Design Principles for Explainable Sales Win-Propensity Prediction Systems}, DOI={https://doi.org/10.30844/wi_2020_c8-thiess}, booktitle={International Conference on Wirtschaftsinformatik}, author={Thiess, Tiemo and Müller, Oliver and Tonelli, Lorenzo}, year={2020} }
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2020 | Conference Paper | LibreCat-ID: 17095
@inproceedings{Grytz_Krohn-Grimberghe_Müller_2020, title={Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach}, booktitle={European Conference on Information Systems}, author={Grytz, Raphael and Krohn-Grimberghe, Artus and Müller, Oliver}, year={2020} }
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2020 | Conference Paper | LibreCat-ID: 35660
@inproceedings{Kucklick_Kamm_Schneider_vom Brocke_2020, title={Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores}, booktitle={Proceedings of the 53rd Hawaii International Conference on System Sciences}, author={Kucklick, Jan-Peter and Kamm, Michael Reiner and Schneider, Johannes and vom Brocke, Jan}, year={2020} }
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2020 | Journal Article | LibreCat-ID: 35662
@article{Kamm_Kucklick_Schneider_vom Brocke_2020, title={Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1}, volume={38}, DOI={10.1080/10580530.2020.1855486}, number={4}, journal={Information Systems Management}, publisher={Informa UK Limited}, author={Kamm, Michael Reiner and Kucklick, Jan-Peter and Schneider, Johannes and vom Brocke, Jan}, year={2020}, pages={270–286} }
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2020 | Conference Paper | LibreCat-ID: 21563
@inproceedings{Caron_Müller_2020, title={Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility}, DOI={10.1109/BigData50022.2020.9378134}, booktitle={2020 IEEE International Conference on Big Data (Big Data)}, author={Caron, Matthew and Müller, Oliver}, year={2020}, pages={4383–4391} }
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2019 | Conference Paper | LibreCat-ID: 17096
@inproceedings{Sommerauer_Müller_Maxim_Østman_2019, title={The Effect of Marker-less Augmented Reality on Task and Learning Performance}, booktitle={International Conference on Wirtschaftsinformatik}, author={Sommerauer, Peter and Müller, Oliver and Maxim, Leonard and Østman, Nils}, year={2019} }
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2018 | Journal Article | LibreCat-ID: 17094
@article{Suomi_Müller_vom Brocke_2018, title={Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital}, volume={19}, number={4}, journal={Journal of Information Technology Theory and Application}, author={Suomi, Reima and Müller, Oliver and vom Brocke, Jan}, year={2018}, pages={3} }
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2018 | Conference Paper | LibreCat-ID: 17099
@inproceedings{Thiess_Müller_2018, title={Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry}, booktitle={European Conference on Information Systems}, author={Thiess, Tiemo and Müller, Oliver}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 17098
@inproceedings{Sommerauer_Müller_2018, title={Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations}, booktitle={European Conference on Information Systems}, author={Sommerauer, Peter and Müller, Oliver}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 17097
@inproceedings{Bösch_Müller_Schneider_2018, title={Emotional contagion through online newspapers}, booktitle={European Conference on Information Systems}, author={Bösch, Kevin and Müller, Oliver and Schneider, Johannes}, year={2018} }
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2016 | Conference Paper | LibreCat-ID: 17103
@inproceedings{Fay_Müller_vom Brocke_2016, title={Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance}, booktitle={European Conference on Information Systems}, author={Fay, Maria and Müller, Oliver and vom Brocke, Jan}, year={2016} }
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2016 | Conference Paper | LibreCat-ID: 17102
@inproceedings{Schmiedel_Müller_Debortoli_vom Brocke_2016, title={Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis}, booktitle={European Conference on Information Systems}, author={Schmiedel, Theresa and Müller, Oliver and Debortoli, Stefan and vom Brocke, Jan}, year={2016} }
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2015 | Conference Paper | LibreCat-ID: 17105
@inproceedings{Gorbacheva_Stein_Schmiedel_Müller_2015, title={A gender perspective on business process management competences offered on professional online social networks}, DOI={10.18151/7217329}, booktitle={European Conference on Information Systems}, author={Gorbacheva, Elena and Stein, Armin and Schmiedel, Theresa and Müller, Oliver}, year={2015} }
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2015 | Journal Article | LibreCat-ID: 17108
@article{vom Brocke_Müller_Debortoli_Reuter_2015, title={Potenzialbeurteilung neuer Technologien im Prozesscontrolling}, volume={26}, DOI={10.15358/0935-0381_2014_2_83}, number={2}, journal={Controlling}, publisher={Verlag Franz Vahlen}, author={vom Brocke, Jan and Müller, Oliver and Debortoli, Stefan and Reuter, Nadine}, year={2015}, pages={83–89} }
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2015 | Conference Paper | LibreCat-ID: 17106
@inproceedings{Korotina_Müller_Debortoli_2015, title={Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process.}, booktitle={International Conference on Wirtschaftsinformatik}, author={Korotina, Anastasiia and Müller, Oliver and Debortoli, Stefan}, year={2015}, pages={1710–1724} }
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2014 | Journal Article | LibreCat-ID: 17107
@article{Kohlborn_Müller_Poeppelbuss_Roeglinger_2014, title={Interview with Michael Rosemann on ambidextrous business process management}, DOI={10.1108/bpmj-02-2014-0012}, journal={Business Process Management Journal}, publisher={Emerald Group Publishing Limited}, author={Kohlborn, Thomas and Müller, Oliver and Poeppelbuss, Jens and Roeglinger, Maximilian}, year={2014}, pages={634–638} }
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2014 | Book Chapter | LibreCat-ID: 17109
@inbook{Raffl_Lucke_Müller_Zimmermann_Vom Brocke_2014, title={Handbuch für offene gesellschaftliche Innovation}, volume={11}, booktitle={TOGI-Schriftenreihe}, publisher={ePubli GmbH}, author={Raffl, Celina and Lucke, Jörn and Müller, Oliver and Zimmermann, Hans-Dieter and Vom Brocke, Jan}, year={2014} }
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2014 | Conference Paper | LibreCat-ID: 17116
@inproceedings{Herbst_Simons_vom Brocke_Müller_Debortoli_Vakulenko_2014, title={Identifying and characterizing topics in enterprise content management: a latent semantic analysis of vendor case studies}, booktitle={European Conference on Information Systems}, author={Herbst, Andrea and Simons, Alexander and vom Brocke, Jan and Müller, Oliver and Debortoli, Stefan and Vakulenko, Svitlana}, year={2014} }
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2014 | Conference Paper | LibreCat-ID: 17117
@inproceedings{Reuter_Vakulenko_vom Brocke_Debortoli_Müller_2014, title={Identifying the role of information systems in achieving energy-related environmental sustainability using text mining}, booktitle={European Conference on Information Systems}, author={Reuter, Nadine and Vakulenko, Svitlana and vom Brocke, Jan and Debortoli, Stefan and Müller, Oliver}, year={2014} }
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2014 | Journal Article | LibreCat-ID: 17118
@article{vom Brocke_Debortoli_Müller_Reuter_2014, title={How In-memory Technology Can Create Business Value: Insights from the Hilti Case}, volume={34}, DOI={10.17705/1cais.03407}, number={1}, journal={Communications of the Association for Information Systems}, author={vom Brocke, Jan and Debortoli, Stefan and Müller, Oliver and Reuter, Nadine}, year={2014}, pages={7} }
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2014 | Conference Paper | LibreCat-ID: 17111
@inproceedings{Vakulenko_Müller_Brocke_2014, title={Enriching iTunes App Store categories via topic modeling}, booktitle={International Conference on Information Systems}, author={Vakulenko, Svitlana and Müller, Oliver and Brocke, Jan vom}, year={2014} }
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2012 | Journal Article | LibreCat-ID: 17123
@article{von Lucke_Herzberg_Kluge_vom Brocke_Müller_Zimmermann_2012, title={Open Societal Innovation: The Alemannic Definition}, DOI={10.2139/ssrn.2195435}, journal={SSRN Electronic Journal}, author={von Lucke, Jörn and Herzberg, Johann and Kluge, Ulrike and vom Brocke, Jan and Müller, Oliver and Zimmermann, Hans-Dieter}, year={2012} }
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2012 | Conference Paper | LibreCat-ID: 17124
@inproceedings{Janiesch_Fischer_Matzner_Müller_2012, title={Business activity management for service networks in cloud environments}, DOI={10.1145/2093185.2093187}, booktitle={Workshop on Middleware for Service Oriented Computing}, author={Janiesch, Christian and Fischer, Robin and Matzner, Martin and Müller, Oliver}, year={2012}, pages={1–6} }
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2011 | Conference Paper | LibreCat-ID: 17125
@inproceedings{Janiesch_Matzner_Müller_Vollmer_Becker_2011, title={Slipstream: architecture options for real-time process analytics}, DOI={10.1145/1982185.1982252}, booktitle={Proceedings of the ACM Symposium on Applied Computing}, author={Janiesch, Christian and Matzner, Martin and Müller, Oliver and Vollmer, Robert and Becker, Jörg}, year={2011}, pages={295–300} }
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2010 | Book Chapter | LibreCat-ID: 17129
@inbook{Becker_Knackstedt_Müller_Benölken_Schmitt_Thillainathan_Schulke_2010, title={Online-Produktkonfiguratoren – Status quo und Entwicklungsperspektiven}, DOI={10.1007/978-3-642-11859-3_6}, booktitle={Vertriebsinformationssysteme}, publisher={Springer-Verlag}, author={Becker, Jörg and Knackstedt, Ralf and Müller, Oliver and Benölken, Alexander and Schmitt, Oliver and Thillainathan, Mayooran and Schulke, André}, year={2010}, pages={85–104} }
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2010 | Conference Paper | LibreCat-ID: 17130
@inproceedings{Becker_Müller_Woditsch_2010, title={An ontology-based natural language service discovery engine--design and experimental evaluation}, booktitle={European Conference on Information Systems}, author={Becker, Jörg and Müller, Oliver and Woditsch, Manuel}, year={2010} }
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2009 | Book Chapter | LibreCat-ID: 17131
@inbook{Becker_Matzner_Müller_2009, title={Comparing Architectural Styles for Service-Oriented Architectures – a REST vs. SOAP Case Study}, DOI={10.1007/b137171_22}, booktitle={Information Systems Development}, publisher={Springer}, author={Becker, Jörg and Matzner, Martin and Müller, Oliver}, year={2009}, pages={207–215} }
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2009 | Conference Paper | LibreCat-ID: 17132
@inproceedings{Becker_Bergener_Müller_Müller-Wienbergen_2009, title={Documentation of flexible business processes-A healthcare case study}, booktitle={Americas Conference on Information Systems}, author={Becker, Jörg and Bergener, Katrin and Müller, Oliver and Müller-Wienbergen, Felix}, year={2009}, pages={93} }
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2009 | Conference Paper | LibreCat-ID: 17133
@inproceedings{Müller-Wienbergen_Seidel_Müller_Knackstedt_Becker_2009, title={A design research study on enhancing creativity-The case of developing product-service bundles}, booktitle={European Conference on Information Systems}, author={Müller-Wienbergen, Felix and Seidel, Stefan and Müller, Oliver and Knackstedt, Ralf and Becker, Joerg}, year={2009} }
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2008 | Book Chapter | LibreCat-ID: 17137
@inbook{Knackstedt_Müller_2008, title={Serviceorientierte Informationssystemarchitekturen zur Integration von Produktion und Dienstleistung am Beispiel des WEEE-Recycling}, DOI={10.1007/978-3-7908-2056-0_12}, booktitle={Wertschöpfungsnetzwerke}, publisher={Physica-Verlag HD}, author={Knackstedt, Ralf and Müller, Oliver}, year={2008}, pages={235–252} }
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2008 | Conference Paper | LibreCat-ID: 17138
@inproceedings{Becker_Matzner_Müller_Winkelmann_2008, title={Towards a semantic data quality management-using ontologies to assess master data quality in retailing}, booktitle={Americas Conference on Information Systems}, author={Becker, Jörg and Matzner, Martin and Müller, Oliver and Winkelmann, Axel}, year={2008}, pages={129} }
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2008 | Conference Paper | LibreCat-ID: 17139
@inproceedings{Knackstedt_Kuropka_Müller_Polyvyanyy_2008, title={An ontology-based service discovery approach for the provisioning of product-service bundles}, booktitle={European Conference on Information Systems}, author={Knackstedt, Ralf and Kuropka, Dominik and Müller, Oliver and Polyvyanyy, Artem}, year={2008} }
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