Monographs
Big Data (Quality) Analytics – Contributions to the Assessment of Data Quality and Data-Driven Decision-Making.
Dissertation, Ulm 2022
Papers in Peer-Reviewed Journals
Assessing Completeness of IoT Data: A Novel Probabilistic Approach
Bus Inf Syst Eng (2024), https://doi.org/10.1007/s12599-024-00889-0 (with Mathias Klier, Lars Moestue and Torben Widmann)
What to buy, Pepper? – Bridging the Physical and the Digital World with Recommendations from Humanoid Robots
Journal of Decision Systems (2023), 32:2, 439-465 (with Roland Graef, Mathias Klier and Jan Felix Zolitschka)
Papers in Proceedings of Peer-Reviewed Conferences
Oldie But Goodie – Currency Beats Data Age of Customer Reviews When It Comes to Recommender System Performance
In: Proceedings of the 44th International Conference on Information Systems (ICIS) 2024, Bangkok, Thailand (with Lukas Hägele, Mathias Klier and Christian Sparn)
Age Ain’t Just a Number: Exploring the Volume vs. Age Dilemma for Textual Data to Enhance Decision Making
In: Proceedings of 19th Wirtschaftsinformatik (WI) 2024, Würzburg, Germany (with Lukas Hägele, Mathias Klier and Torben Widmann)
Tell Me Why (I Want It That Way) – Effects of Explanations and Online Customer Reviews on Trust in Recommender Systems
In: Proceedings of the 43nd International Conference on Information Systems (ICIS) 2023, Hyderabad, India (with Eva Bohnen, Phillipp Hühn and Kilian Züllig)
Event-Driven Assessment of Currency of Wiki Articles: A Novel Probability-Based Metric
In: Proceedings of the 42nd International Conference on Information Systems (ICIS) 2021, Austin, Texas (with Mathias Klier, Lars Moestue and Torben Widmann)
Explaining the Stars: Aspect-based Sentiment Analysis of Online Customer Reviews
In: Proceedings of the 27th European Conference on Information Systems (ECIS) 2019, Stockholm & Uppsala, Sweden (with Markus Binder, Bernd Heinrich, Mathias Klier and Alexander Schiller)
Anomaly-Based Duplicate Detection: A Probabilistic Approach
In: Proceedings of the 14th International Conference on Design Science Research in Information Systems and Technology (DESRIST) 2019, Worcester, Massachusetts
Event-Driven Duplicate Detection: A Probability-Based Approach
In: Proceedings of the 26th European Conference on Information Systems (ECIS) 2018, Portsmouth, UK (with Bernd Heinrich, Mathias Klier and Alexander Schiller)
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