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58 Publications
2024 | Journal Article | LibreCat-ID: 53130 |
M. Stumpe, P. Dieter, G. Schryen, O. Müller, and D. Beverungen, “Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study,” Transportation Research Part A: Policy and Practice, 2024.
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2023 | Journal Article | LibreCat-ID: 45299
J.-P. Kucklick, “HIEF: a holistic interpretability and explainability framework,” Journal of Decision Systems, pp. 1–41, 2023, doi: 10.1080/12460125.2023.2207268.
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2023 | Journal Article | LibreCat-ID: 45112
D. Beverungen et al., “Digital Responsibility – a Multilevel Framework for Responsible Digitalization,” Business & Information Systems Engineering, vol. 65, no. 4, pp. 463–474, 2023, doi: https://doi.org/10.1007/s12599-023-00822-x.
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2023 | Conference Paper | LibreCat-ID: 37312 |
D. Leffrang, K. Bösch, and O. Müller, “Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time,” presented at the Hawaii International Conference on System Sciences, 2023.
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2023 | Conference Paper | LibreCat-ID: 50121
D. Leffrang, “AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization,” in International Conference on Information Systems, Hyderabad, India, 2023, no. 10.
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2023 | Conference Paper | LibreCat-ID: 50118
D. Leffrang, “The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization,” in Wirtschaftsinformatik Conference, Paderborn, 2023, no. 19.
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2023 | Conference Paper | LibreCat-ID: 50431 |
H. Halimeh, F. Freese, and O. Müller, “Event Recommendations through the Lens of Vision and Language Foundation Models,” presented at the Workshop on Recommenders in Tourism, co-located with the 17th ACM Conference on Recommender Systems, 2023.
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2023 | Conference Paper | LibreCat-ID: 45270 |
H. Halimeh, M. Caron, and O. Müller, “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features,” presented at the Hawaii International Conference on System Sciences, 2023.
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2023 | Conference Paper | LibreCat-ID: 50437
R. Reimann and M. Caron, “Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach,” presented at the Wirtschaftsinformatik, Paderborn, Germany, 2023.
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2023 | Conference Paper | LibreCat-ID: 37058
K. Brennig and O. Müller, “More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency,” presented at the 56th Hawaii International Conference on System Sciences, Lāhainā, 2023.
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2023 | Conference Paper | LibreCat-ID: 50459
J. Brock et al., “A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities,” 2023.
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2022 | Conference Paper | LibreCat-ID: 27506 |
J.-P. Kucklick, “Visual Interpretability of Image-based Real Estate Appraisal,” presented at the Hawaii International Conference on System Science (HICSS), Virtual, 2022.
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2022 | Conference Paper | LibreCat-ID: 29539 |
J.-P. Kucklick, “Towards a model- and data-focused taxonomy of XAI systems,” presented at the Wirtschaftsinformatik 2022 (WI22), Nürnberg (online), 2022.
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2022 | Journal Article | LibreCat-ID: 32866
A. Shollo, K. Hopf, T. Thiess, and O. Müller, “Shifting ML value creation mechanisms: A process model of ML value creation,” The Journal of Strategic Information Systems, vol. 31, no. 3, Art. no. 101734, 2022, doi: 10.1016/j.jsis.2022.101734.
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2022 | Journal Article | LibreCat-ID: 35620
J.-P. Kucklick and O. Müller, “Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal,” ACM Transactions on Management Information Systems, 2022, doi: 10.1145/3567430.
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2022 | Conference Paper | LibreCat-ID: 36912
B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, and O. Müller, “Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing,” 2022, doi: 10.1007/978-3-031-16103-2_18.
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2022 | Conference Paper | LibreCat-ID: 42631
M. Caron, “Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift,” presented at the 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 2022, doi: 10.1109/bigdata55660.2022.10020933.
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2022 | Conference Paper | LibreCat-ID: 25113
M. Caron, F. S. Bäumer, and O. Müller, “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models,” presented at the 55th Hawaii International Conference on System Sciences (HICSS), Online, 2022.
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2021 | Conference Paper | LibreCat-ID: 21204 |
J.-P. Kucklick and O. Müller, “A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal,” in The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
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2021 | Conference Paper | LibreCat-ID: 22514 |
J.-P. Kucklick, J. Müller, D. Beverungen, and O. Müller, “Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach,” in European Conference on Information Systems, Virtual, 2021.
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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 |
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: 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: 35660
J.-P. Kucklick, M. R. Kamm, J. Schneider, and J. vom Brocke, “Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores,” presented at the 53th Annual Hawaii International Conference on System Sciences (HICSS-53), 2020.
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2020 | Journal Article | LibreCat-ID: 35662
M. R. Kamm, J.-P. Kucklick, J. Schneider, and J. vom Brocke, “Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1,” Information Systems Management, vol. 38, no. 4, pp. 270–286, 2020, doi: 10.1080/10580530.2020.1855486.
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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 | 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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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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2016 | Conference Paper | LibreCat-ID: 17103
M. Fay, O. Müller, and J. vom Brocke, “Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance,” presented at the European Conference on Information Systems , 2016.
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2016 | Conference Paper | LibreCat-ID: 17102
T. Schmiedel, O. Müller, S. Debortoli, and J. vom Brocke, “Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis,” 2016.
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2015 | Conference Paper | LibreCat-ID: 17106
A. Korotina, O. Müller, and S. Debortoli, “Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process.,” in International Conference on Wirtschaftsinformatik, 2015, pp. 1710–1724.
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2014 | Book Chapter | LibreCat-ID: 17109
C. Raffl, J. Lucke, O. Müller, H.-D. Zimmermann, and J. Vom Brocke, “Handbuch für offene gesellschaftliche Innovation,” in TOGI-Schriftenreihe, vol. 11, ePubli GmbH, 2014.
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2014 | Conference Paper | LibreCat-ID: 17116
A. Herbst, A. Simons, J. vom Brocke, O. Müller, S. Debortoli, and S. Vakulenko, “Identifying and characterizing topics in enterprise content management: a latent semantic analysis of vendor case studies,” in European Conference on Information Systems, 2014.
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2014 | Conference Paper | LibreCat-ID: 17117
N. Reuter, S. Vakulenko, J. vom Brocke, S. Debortoli, and O. Müller, “Identifying the role of information systems in achieving energy-related environmental sustainability using text mining,” in European Conference on Information Systems, 2014.
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2014 | Conference Paper | LibreCat-ID: 17111
S. Vakulenko, O. Müller, and J. vom Brocke, “Enriching iTunes App Store categories via topic modeling,” 2014.
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