Ranking-Oriented Collaborative Filtering: A Listwise Approach.
Shuaiqiang WangShanshan HuangTie-Yan LiuJun MaZhumin ChenJari VeijalainenPublished in: ACM Trans. Inf. Syst. (2016)
Keyphrases
- learning to rank
- collaborative filtering
- ranking svm
- recommender systems
- learning to rank algorithms
- ranking functions
- ranking algorithm
- matrix factorization
- evaluation measures
- query dependent
- ranking models
- evaluation metrics
- loss function
- user feedback
- implicit feedback
- user preferences
- user profiles
- balancing exploration and exploitation
- relevance judgments