Automatic Documentation and Mathematical Linguistics · 2011 · 11 citations · 9 references
ComputingComputer ScienceInformation RetrievalNatural Language ProcessingDocument RepresentationEvaluation Of Retrieval SystemsInformation Retrieval ArchitectureProbabilistic RetrievalRetrieval ModelsSearch SystemsInformation Retrieval Similarity MetricsLanguage Modeling For Information RetrievalLanguage Modeling For RetrievalProbabilistic Retrieval ModelsRetrieval
Information retrieval models are reviewed from the viewpoint of retrieval needs that cause different types of retrieval tasks. A generalized iterative query-response scheme of the retrieval process is presented. The characteristics of the system of retrieval mechanism models aimed at the support of retrieval tasks of different types, as well as at the development of the retrieval process using internal and external feedback, are stated. The use of models of multidimensional quantitative analysis based on coordinate indexing to perform external feedback is proposed.
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A vector space model for automatic indexing
Gerard Salton, Anita M.-Y. Wong, Chul‐Su Yang · Communications of the ACM · 1975 · 7.4K citations · Full text