The Social Network Role in Improving Recommendation Performance of Collaborative Filtering.
Waleed ReafeeNaomie SalimPublished in: DaEng (2013)
Keyphrases
- collaborative filtering
- recommender systems
- social networks
- online dating
- matrix factorization
- link prediction
- user preferences
- user similarity
- personalized recommendation
- data sparsity
- recommendation systems
- social network analysis
- web page recommendation
- recommendation algorithms
- collaborative filtering recommendation
- cold start
- recommendation quality
- personal interests
- item recommendation
- social tagging systems
- deal with information overload
- user profiles
- product recommendation
- cold start problem
- online social networks
- social relationships
- user interests
- social network services
- item based collaborative filtering
- collaborative filtering recommendation algorithm
- content based filtering
- latent factor models
- transfer learning
- user ratings
- social web
- social influence