Personalized document re-ranking based on Bayesian probabilistic matrix factorization.
Fei CaiShangsong LiangMaarten de RijkePublished in: SIGIR (2014)
Keyphrases
- probabilistic matrix factorization
- document ranking
- collaborative filtering
- matrix factorization
- ranked list
- personalized search
- recommender systems
- short list
- document retrieval
- retrieved documents
- ranking algorithm
- maximal marginal relevance
- multilingual information retrieval
- user profiles
- ranking functions
- information retrieval
- bayesian networks
- e learning
- retrieval systems
- learning to rank
- web documents
- information retrieval systems
- document images
- keywords
- variational bayesian
- maximum likelihood
- retrieval strategies
- query specific
- document clustering
- single document summarization
- web search
- relevance ranking
- tf idf
- relevant documents
- language model
- relevance scores
- bayesian inference