Analyzing the Impact of Social Connections on Rating Behavior in Social Recommender Systems.
Carine Pierrette MukamakuzaPublished in: UMAP (2017)
Keyphrases
- social connections
- recommender systems
- user interests
- collaborative filtering
- social networks
- social media
- personalized recommendation
- social activities
- user preferences
- rating prediction
- matrix factorization
- trust aware
- social behavior
- information overload
- user profiles
- recommendation quality
- user model
- user activity
- netflix prize
- human behavior
- user ratings
- social interaction
- social factors
- social relations
- personal preferences
- information retrieval
- collaborative filtering recommender systems
- recommendation systems
- complex networks
- user behavior
- social network analysis