Attention-based dynamic user modeling and Deep Collaborative filtering recommendation

Ruiqin Wang, Zongda Wu, Jungang Lou, Yunliang Jiang

Abstract: Highlights:•a time-aware attention mechanism to model dynamic user preferences.•a two-stage DL model with representation learning and matching function learning.•a CF model with low-order and high-order feature interaction learning ability.