A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews.
Guang-Neng HuXin-Yu DaiYunya SongShujian HuangJiajun ChenPublished in: CoRR (2016)
Keyphrases
- social relations
- rating prediction
- collaborative filtering
- social context
- social networks
- online social networks
- personal interests
- social influence
- user preferences
- customer reviews
- social relationships
- personalized recommendation
- online reviews
- recommender systems
- recommendation algorithms
- link prediction
- latent factor models
- user ratings
- cold start problem
- product recommendation
- social activities
- data sparsity
- active learning
- search engine
- demographic information
- contextual information