Deep learning based recommender system using cross convolutional filters

Seungyeon Lee, Dohyun Kim

Abstract: Highlights•We developed a new recommender system using CNN with cross convolutional filters.•The cross filters capture the higher-order interactions between users and items.•The proposed method uses global pooling to alleviate the overfitting problem.