Matthias Wölbitsch
Matthias is currently working as a Data Scientist at atma.io in Graz, Austria. He is also pursuing a PhD in Computer Science at the Institute for Interactive Systems and Data Science at Graz University of Technology. Before that, he received a BSc and MSc (Dipl.-Ing.) in Computer Science from Graz University of Technology. His research interests mainly focus on the application of recommender systems, machine learning, and data mining in digitalized supply chains and beyond.
Publications
- Show Me the Money: RFID-based Article-to-Fixture Predictions for Fashion Retail Stores. In Proceedings of 14th IEEE International Conference on RFID | , , , T. Hasler, D. Helic, and S. Walk (2020).
- Mind the Gap: Exploring Shopping Preferences Across Fashion Retail Channels. In Proceedings of 28th ACM Conference on User Modelling, Adaptation and Personalization | , , , T. Hasler, S. Walk, and D. Helic (2020).
- T. Hasler, Relative Tag Locations based on Time-Differences in Read Events for Practical Applications. In IEEE Journal of Radio Frequency Identification | , M. Goller, and S. Walk (2020).
- RFID in the Wild - Analyzing Stocktake Data to Determine Detection Probabilities of Products. In Proceedings of 6th IEEE International Conference on Internet of Things: Systems, Management and Security | , , , T. Hasler, M. Goller, C. Gütl, S. Walk, and D. Helic (2019).
- Beggars Can't Be Choosers: Augmenting Sparse Data for Embedding-Based Product Recommendations in Retail Stores. In Proceedings of 27th ACM Conference on User Modelling, Adaptation and Personalization | , , , S. Walk, M. Goller, and D. Helic (2019).
- T. Hasler, Estimating Relative Tag Locations based on Time-Differences in Read Events. In Proceedings of 13th IEEE Annual International Conference on RFID | , , M. Goller, and S. Walk (2019).
- P. Kasper, P. Koncar, S. Walk, T. Santos, Modeling User Dynamics in Collaboration Websites. In Dynamics On and Of Complex Networks | , M. Strohmaier, and D. Helic (2019).
- Modeling Peer Influence in Time-Varying Networks. In Proceedings of 6th International Conference on Complex Networks and Their Applications | , , S. Walk, and D. Helic (2017).