SocialFM: A Social Recommender System with Factorization Machines.
Juming ZhouDong WangYue DingLitian YinPublished in: WAIM (1) (2016)
Keyphrases
- recommender systems
- matrix factorization
- collaborative filtering
- trust aware
- social interaction
- social networks
- information filtering
- social media
- user preferences
- pairwise
- information overload
- social context
- singular value decomposition
- rating prediction
- parallel machines
- social relationships
- personal preferences
- factorization methods
- data sets
- kronecker product
- online dating
- learning community
- low rank
- website
- user profiles