"Recommendation"

Hierarchical Multi-view Attention for Neural Review-Based Recommendation

Many E-commerce platforms allow users to write their opinions towards products, and these reviews contain rich semantic information for users and items. Hence review analysis has been widely used in recommendation systems. However, most existing …

Hybrid Neural Recommendation with Joint Deep Representation Learning of Ratings and Reviews

Rating-based methods (e.g., collaborative filtering) in recommendation can explicitly model users and items from their rating patterns, nevertheless suffer from the natural data sparsity problem. In other hand, user-generated reviews can provide rich …