Publications

1. Illoominate–Data Shapley Values for Debugging Neighborhood-based Recommender Systems
   ACM Transactions on Recommender Systems, 2026
   B. Kersbergen, O. Sprangers, B. Karlaš, M. de Rijke, S. Schelter
   PDF Code

2. Scalable Data Debugging for Neighborhood-based Recommendation with Data Shapley Values
   ACM RecSys 2025 (Spotlight Oral)
   B. Kersbergen, O. Sprangers, B. Karlaš, M. de Rijke, S. Schelter
   PDF Code Video Slides

3. Expanding Boundaries in Scalable Session-Based Recommendations
   PhD thesis, University of Amsterdam, 2025
   B. Kersbergen
   PDF UvA

4. ETUDE - Evaluating the Inference Latency of Session-Based Models at Scale
   IEEE ICDE 2024
   B. Kersbergen, O. Sprangers, F. Kootte, S. Guha, M. de Rijke, S. Schelter
   PDF Code

5. Serving Low-Latency Session-Based Recommendations at bol.com
   ECIR 2022 (industry talk)
   B. Kersbergen, O. Sprangers, S. Schelter
   PDF

6. Serenade - Low-Latency Session-Based Recommendation in e-Commerce at Scale.
   ACM SIGMOD 2022
   B. Kersbergen, O. Sprangers, S. Schelter
   PDF Code Video

7. Learnings from a Retail Recommendation System on Billions of Interactions at bol.com.
   IEEE ICDE 2021
   B. Kersbergen, S. Schelter
   PDF