Haobing Liu

A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future Directions

2022 · ACM Transactions on Information Systems

Traditional recommendation systems are faced with two long-standing obstacles, namely data sparsity and cold-start problems, which promote the emergence and development of Cross-Domain Recommendation (CDR). The core idea of CDR is to leverage information collected …