2 papers
cs.IR2025
Solving cold start in news recommendations: a RippleNet-based system for large scale media outlet
Karol Radziszewski, Michał Szpunar, Piotr Ociepka +1
We present a scalable recommender system implementation based on RippleNet, tailored for the media domain with a production deployment in Onet.pl, one of Poland's largest online me…
cs.IR2024
Enhancing Prediction Models with Reinforcement Learning
Karol Radziszewski, Piotr Ociepka
We present a large-scale news recommendation system implemented at Ringier Axel Springer Polska, focusing on enhancing prediction models with reinforcement learning techniques. The…