Next point-of-interest recommendation via a category-aware Listwise Bayesian Personalized Ranking.
Jing HeXin LiLejian LiaoPublished in: J. Comput. Sci. (2018)
Keyphrases
- personalized ranking
- multiple imputation
- item recommendation
- learning to rank
- bayesian analysis
- pairwise
- missing data
- matrix factorization
- collaborative filtering
- loss function
- implicit feedback
- tag recommendation
- statistical databases
- ranking algorithm
- recommender systems
- user feedback
- ranking functions
- learning to rank algorithms
- bayesian networks
- missing values
- personalized recommendation
- evaluation measures
- maximum likelihood
- incomplete data
- balancing exploration and exploitation
- gaussian processes
- user queries
- user preferences
- information retrieval