A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews.
Guang-Neng HuXin-Yu DaiYunya SongShujian HuangJiajun ChenPublished in: IJCAI (2015)
Keyphrases
- social relations
- rating prediction
- collaborative filtering
- social context
- online social networks
- personal interests
- social networks
- user preferences
- social influence
- online reviews
- social relationships
- link prediction
- personalized recommendation
- recommender systems
- latent factor models
- contextual information
- user ratings
- cold start problem
- matrix factorization
- website
- decision trees
- collaborative filtering algorithms
- customer reviews
- cold start
- learning algorithm
- product recommendation
- social networking sites
- opinion mining
- recommendation systems
- user profiles
- reputation models