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100 Publications
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2022 | Conference Paper | LibreCat-ID: 41486
Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation
M. Caron, C. Bartelheimer, O. Müller, in: Proceeding of the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.
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M. Caron, C. Bartelheimer, O. Müller, in: Proceeding of the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.
2022 | Conference Paper | LibreCat-ID: 36912
Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing
B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, O. Müller, in: International Conference on Business Process Management, 2022.
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B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, O. Müller, in: International Conference on Business Process Management, 2022.
2022 | Conference Paper | LibreCat-ID: 25113
Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models
M. Caron, F.S. Bäumer, O. Müller, in: 55th Hawaii International Conference on System Sciences (HICSS), 2022.
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M. Caron, F.S. Bäumer, O. Müller, in: 55th Hawaii International Conference on System Sciences (HICSS), 2022.
2021 | Conference Paper | LibreCat-ID: 21204 | 
A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, in: The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
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J.-P. Kucklick, O. Müller, in: The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
2021 | Conference Paper | LibreCat-ID: 22514 |
Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach
J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.
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J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.
2021 | Conference Paper | LibreCat-ID: 24547
PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data
O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
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O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
2021 | Conference Paper | LibreCat-ID: 25029
To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock
M. Caron, M. Gulenko, O. Müller, in: 42nd International Conference on Information Systems (ICIS 2021), 2021.
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M. Caron, M. Gulenko, O. Müller, in: 42nd International Conference on Information Systems (ICIS 2021), 2021.
2021 | Conference Paper | LibreCat-ID: 26812 |
Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts
D. Leffrang, O. Müller, in: IEEE Workshop on TRust and EXpertise in Visual Analytics, 2021.
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D. Leffrang, O. Müller, in: IEEE Workshop on TRust and EXpertise in Visual Analytics, 2021.
2020 | Conference Paper | LibreCat-ID: 17348
Location, location, location: Satellite image-based real-estate appraisal
J.-P. Kucklick, O. Müller, in: Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.
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J.-P. Kucklick, O. Müller, in: Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.
2020 | Conference Paper | LibreCat-ID: 17140
Design Principles for Explainable Sales Win-Propensity Prediction Systems
T. Thiess, O. Müller, L. Tonelli, in: International Conference on Wirtschaftsinformatik, 2020.
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| DOI
T. Thiess, O. Müller, L. Tonelli, in: International Conference on Wirtschaftsinformatik, 2020.
2020 | Conference Paper | LibreCat-ID: 17095
Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach
R. Grytz, A. Krohn-Grimberghe, O. Müller, in: European Conference on Information Systems, 2020.
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R. Grytz, A. Krohn-Grimberghe, O. Müller, in: European Conference on Information Systems, 2020.
2020 | Conference Paper | LibreCat-ID: 21563
Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility
M. Caron, O. Müller, in: 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 4383–4391.
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M. Caron, O. Müller, in: 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 4383–4391.
2019 | Journal Article | LibreCat-ID: 4682
Topic Modeling as a Strategy of Inquiry in Organizational Research: A Tutorial With an Application Example on Organizational Culture
T. Schmiedel, O. Müller, J. vom Brocke, Organizational Research Methods (2019) 941--968.
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T. Schmiedel, O. Müller, J. vom Brocke, Organizational Research Methods (2019) 941--968.
2019 | Book Chapter | LibreCat-ID: 16251
Structuring Unstructured Data—Or: How Machine Learning Can Make You a Wine Sommelier
O. Müller, in: The Art of Structuring, 2019.
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| DOI
O. Müller, in: The Art of Structuring, 2019.
2019 | Conference Paper | LibreCat-ID: 17096
The Effect of Marker-less Augmented Reality on Task and Learning Performance
P. Sommerauer, O. Müller, L. Maxim, N. Østman, in: International Conference on Wirtschaftsinformatik, 2019.
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P. Sommerauer, O. Müller, L. Maxim, N. Østman, in: International Conference on Wirtschaftsinformatik, 2019.
2019 | Journal Article | LibreCat-ID: 4684
Conceptualizing smart service systems
D. Beverungen, O. Müller, M. Matzner, J. Mendling, J. vom Brocke, Electronic Markets 29 (2019) 7–18.
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D. Beverungen, O. Müller, M. Matzner, J. Mendling, J. vom Brocke, Electronic Markets 29 (2019) 7–18.
2018 | Conference Paper | LibreCat-ID: 4676
Augmented Reality in Informal Learning Environments: Investigating Short-term and Long-term Effects
P. Sommerauer, O. Müller, in: Hawaii International Conference on System Sciences, 2018.
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P. Sommerauer, O. Müller, in: Hawaii International Conference on System Sciences, 2018.
2018 | Journal Article | LibreCat-ID: 4679
ECM implementations in practice: objectives, processes, and technologies
R. Jaakonmäki, A. Simons, O. Müller, J. vom Brocke, Journal of Enterprise Information Management (2018) 704--723.
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R. Jaakonmäki, A. Simons, O. Müller, J. vom Brocke, Journal of Enterprise Information Management (2018) 704--723.
2018 | Journal Article | LibreCat-ID: 4681
The Effect of Big Data and Analytics on Firm Performance: An Econometric Analysis Considering Industry Characteristics
O. Müller, M. Fay, J. vom Brocke, Journal of Management Information Systems (2018) 488--509.
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| DOI
O. Müller, M. Fay, J. vom Brocke, Journal of Management Information Systems (2018) 488--509.
2018 | Journal Article | LibreCat-ID: 17094
Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital
R. Suomi, O. Müller, J. vom Brocke, Journal of Information Technology Theory and Application 19 (2018) 3.
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R. Suomi, O. Müller, J. vom Brocke, Journal of Information Technology Theory and Application 19 (2018) 3.
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