A multi-theoretical kernel-based approach to social network-based recommendation.
Xin LiMengyue WangTing-Peng LiangPublished in: Decis. Support Syst. (2014)
Keyphrases
- social recommendation
- recommender systems
- social context
- social interaction
- collaborative filtering
- kernel methods
- social networks
- social media
- theoretical analysis
- recommendation systems
- support vector
- trust aware
- recommendation algorithms
- user preferences
- online communities
- social networking
- kernel function
- gaussian processes
- knowledge sharing
- personal preferences
- feature space
- mutual subspace method