Research commentary on recommendations with side information: A survey and research directions.

Zhu Sun,Qing Guo,Jie Yang,Hui Fang,Guibing Guo,Jie Zhang,Robin Burke

Electronic Commerce Research and Applications（2019）

引用 165|浏览2

暂无评分

摘要

•A comprehensive systematic survey on recommendation systems with side information.•Two orthogonal perspectives on identified for classifying and concluding literature.•Sufficient discussions and analysis are given for guiding research on this topic.•Potential directions are given for future research.

查看译文

关键词

Research commentary,Recommender systems,Side information,Memory-based methods,Latent factor models,Representation learning,Deep learning,Flat features,Social networks,Feature hierarchies,Knowledge graphs

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要