"Is This Document Relevant? ... Probably": A Survey of Probabilistic Models in Information Retrieval.
Fabio CrestaniMounia LalmasC. J. van RijsbergenIain CampbellPublished in: ACM Comput. Surv. (1998)
Keyphrases
- information retrieval
- probabilistic model
- information retrieval systems
- document collections
- retrieval systems
- language model
- vector space model
- relevant documents
- probabilistic retrieval models
- language modeling
- document retrieval
- document length
- graphical models
- tf idf
- structured documents
- effective retrieval
- term weighting
- text retrieval
- patent documents
- text mining
- query expansion
- search engine
- document images
- model for information retrieval
- retrieve documents
- relevant content
- digital libraries
- ad hoc retrieval
- hidden variables
- learning to rank
- web documents
- expectation maximization
- language modeling framework
- document search
- keywords
- focused retrieval
- retrieval model
- query terms
- related documents
- information extraction
- document ranking
- generative model
- ir models
- retrieval effectiveness
- retrieved documents
- maximum likelihood
- semantic similarity
- user queries
- text documents