Towards query log based personalization using topic models.
Mark James CarmanFabio CrestaniMorgan HarveyMark BailliePublished in: CIKM (2010)
Keyphrases
- topic models
- query logs
- web search
- search experience
- search engine
- improving web search
- web search engines
- topic modeling
- latent dirichlet allocation
- faq retrieval
- user queries
- text mining
- query suggestion
- probabilistic model
- latent topics
- co occurrence
- generative model
- search history
- query terms
- probabilistic topic models
- query log analysis
- text documents
- search queries
- context aware
- recommender systems
- search logs
- user preferences
- usage data
- clickthrough data
- latent topic models
- information retrieval
- user model
- databases
- retrieval systems
- collaborative filtering
- active learning
- web pages