Time-aware Collaborative Filtering with the Piecewise Decay Function

Pei Wu, Chi Ho Yeung, Weiping Liu +2

In this paper, we determine the appropriate decay function for item-based collaborative filtering (CF). Instead of intuitive deduction, we introduce the Similarity-Signal-to-Noise-…