Relational Collaborative Filtering: Modeling Multiple Item Relations for Recommendation.
Xin XinXiangnan HeYongfeng ZhangYongdong ZhangJoemon M. JosePublished in: CoRR (2019)
Keyphrases
- collaborative filtering
- recommender systems
- personalized recommendation
- user preferences
- cold start problem
- latent factor models
- item recommendation
- user ratings
- recommendation algorithms
- collaborative filtering recommendation algorithm
- hybrid recommendation
- recommendation systems
- matrix factorization
- cold start
- making recommendations
- data sparsity
- item based collaborative filtering
- user profiles
- rating prediction
- user interests
- collaborative filtering recommendation
- user similarity
- pearson correlation coefficient
- active user
- relational databases
- online dating
- user feedback
- database
- databases
- multiple relations
- algebraic operations
- social networks
- collaborative filtering algorithms
- user behavior
- database systems
- web search
- information filtering
- relational data
- transfer learning