Liangliang He

Personalized Standard Deviations Improve the Baseline Estimation of Collaborative Filtering Recommendation

2020 · Applied Sciences

Baseline estimation is a critical component for latent factor-based collaborative filtering (CF) recommendations to obtain baseline predictions by evaluating global deviations for both users and items from personalized ratings. Classical baseline estimation presupposes that the …