Cold-Start Item and User Recommendation with Decoupled Completion and Transduction.
Iman BarjastehRana ForsatiFarzan MasrourAbdol-Hossein EsfahanianHayder RadhaPublished in: RecSys (2015)
Keyphrases
- cold start
- recommender systems
- cold start problem
- collaborative filtering
- user preferences
- item recommendation
- user ratings
- personalized recommendation
- data sparsity
- recommendation algorithms
- tag recommendation
- implicit feedback
- matrix factorization
- user interests
- item based collaborative filtering
- recommendation systems
- recommendation quality
- data sparseness
- music recommendation
- information overload
- user feedback
- user profiles
- information retrieval
- user model
- eye tracking
- user interaction
- image retrieval
- search engine