EigenRank: a ranking-oriented approach to collaborative filtering.
Nathan Nan LiuQiang YangPublished in: SIGIR (2008)
Keyphrases
- collaborative filtering
- learning to rank
- maximum margin matrix factorization
- implicit feedback
- recommender systems
- matrix factorization
- ranking algorithm
- web search
- user preferences
- link analysis
- user specific
- data sparsity
- rating prediction
- ranking functions
- recommendation systems
- user profiles
- query dependent
- transfer learning
- user similarity
- social networks
- information retrieval
- web page recommendation
- collaborative filtering algorithms
- cold start problem
- cold start
- user ratings
- personalized recommendation
- neural network
- evaluation measures