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100 Publications


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.
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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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2021 | Conference Paper | LibreCat-ID: 26812 | OA
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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2020 | Conference Paper | LibreCat-ID: 17348
J.-P. Kucklick and O. Müller, “Location, location, location: Satellite image-based real-estate  appraisal,” in Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.
LibreCat | arXiv
 

2020 | Conference Paper | LibreCat-ID: 17140
T. Thiess, O. Müller, and L. Tonelli, “Design Principles for Explainable Sales Win-Propensity Prediction Systems,” in International Conference on Wirtschaftsinformatik, 2020.
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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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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.
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2019 | Journal Article | LibreCat-ID: 4682
T. Schmiedel, O. Müller, and J. vom Brocke, “Topic Modeling as a Strategy of Inquiry in Organizational Research: A Tutorial With an Application Example on Organizational Culture,” Organizational Research Methods, pp. 941--968, 2019.
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2019 | Book Chapter | LibreCat-ID: 16251
O. Müller, “Structuring Unstructured Data—Or: How Machine Learning Can Make You a Wine Sommelier,” in The Art of Structuring, 2019.
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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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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 | Conference Paper | LibreCat-ID: 4676
P. Sommerauer and O. Müller, “Augmented Reality in Informal Learning Environments: Investigating Short-term and Long-term Effects,” in Hawaii International Conference on System Sciences, 2018.
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2018 | Journal Article | LibreCat-ID: 4679
R. Jaakonmäki, A. Simons, O. Müller, and J. vom Brocke, “ECM implementations in practice: objectives, processes, and technologies,” Journal of Enterprise Information Management, no. 5, pp. 704--723, 2018.
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2018 | Journal Article | LibreCat-ID: 4681
O. Müller, M. Fay, and J. vom Brocke, “The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics,” Journal of Management Information Systems, no. 2, pp. 488--509, 2018.
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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 | Conference Paper | LibreCat-ID: 4683
R. Jaakonmäki, O. Müller, and J. vom Brocke, “The Impact of Content, Context, and Creator on User Engagement in Social Media Marketing,” in Hawaii International Conference on System Sciences, 2017.
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2017 | Journal Article | LibreCat-ID: 4687
O. Müller, A. Simons, and M. Weinmann, “Beyond crowd judgments: Data-driven estimation of market value in association football,” European Journal of Operational Research, no. 2, pp. 611--624, 2017.
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