Explaining collaborative filtering recommendations.
Jonathan L. HerlockerJoseph A. KonstanJohn RiedlPublished in: CSCW (2000)
Keyphrases
- collaborative filtering
- recommender systems
- making recommendations
- recommendation quality
- personalized recommendation
- collaborative filtering algorithms
- recommendation systems
- cold start
- online dating
- user preferences
- matrix factorization
- user ratings
- content based filtering
- cold start problem
- hybrid recommendation
- demographic information
- latent factor models
- recommendation algorithms
- item recommendation
- data sparsity
- collaborative filtering recommendation
- active user
- product recommendation
- information filtering
- movie recommendation
- rating prediction
- user profiles
- collaborative recommendation
- social tagging systems
- information overload
- transfer learning
- collaborative filtering recommender systems
- social networks
- user feedback