A Probabilistic Model for Using Social Networks in Personalized Item Recommendation.
Allison June-Barlow ChaneyDavid M. BleiTina Eliassi-RadPublished in: RecSys (2015)
Keyphrases
- probabilistic model
- social networks
- item recommendation
- social influence
- collaborative filtering
- matrix factorization
- personalized ranking
- tag recommendation
- personalized recommendation
- social network analysis
- language model
- recommender systems
- bayesian networks
- link prediction
- user profiles
- social interaction
- user model
- social media
- implicit feedback
- context aware
- topic models
- contextual information
- complex networks
- community structure
- image retrieval