Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking.
Jing HeXin LiLejian LiaoPublished in: IJCAI (2017)
Keyphrases
- personalized ranking
- learning to rank
- item recommendation
- bayesian analysis
- pairwise
- multiple imputation
- matrix factorization
- collaborative filtering
- implicit feedback
- loss function
- missing data
- tag recommendation
- recommender systems
- ranking functions
- relevance judgments
- ranking algorithm
- user feedback
- statistical databases
- learning to rank algorithms
- balancing exploration and exploitation
- incomplete data
- maximum likelihood
- evaluation measures
- recommendation systems
- personalized recommendation
- bayesian networks
- information retrieval
- cold start
- reinforcement learning
- missing values
- user behavior
- web search
- semi supervised
- support vector
- feature selection