Probabilistic models for personalizing web search.
David A. SontagKevyn Collins-ThompsonPaul N. BennettRyen W. WhiteSusan T. DumaisBodo BillerbeckPublished in: WSDM (2012)
Keyphrases
- web search
- probabilistic model
- graphical models
- web information retrieval
- search engine
- web search engines
- generative model
- language model
- latent variables
- search result
- query logs
- conditional random fields
- expectation maximization
- bayesian networks
- search queries
- hidden variables
- bayesian inference
- relevance ranking
- probabilistic modeling
- language modeling
- product search
- anchor text
- federated search
- neural network
- web pages
- social networks