CPLR: Collaborative pairwise learning to rank for personalized recommendation.
Hongzhi LiuZhonghai WuXing ZhangPublished in: Knowl. Based Syst. (2018)
Keyphrases
- learning to rank
- personalized recommendation
- pairwise
- collaborative filtering
- loss function
- user feedback
- recommender systems
- ranking functions
- user interests
- evaluation measures
- relevance judgments
- user preferences
- ranking svm
- multi class
- direct optimization
- recommendation systems
- similarity measure
- semi supervised
- information retrieval
- implicit feedback
- retrieval systems
- learning to rank algorithms
- information overload
- recommendation algorithms
- precision and recall
- user profiles
- website
- web users
- document retrieval
- web documents
- pairwise classification
- feature vectors