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Using Linear Algebra for Intelligent Information Retrieval Export

No. UT-CS-94-270. (1994)

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algebra for information intelligent linear retrieval

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. Currently, most approaches to retrieving textual materials from scientific databases depend on a lexical match between words in users' requests and those in or assigned to documents in a database. Because of the tremendous diversity in the words people use to describe the same document, lexical methods are necessarily incomplete and imprecise. Using the singular value decomposition (SVD), one can take advantage of the implicit higher-order structure in the association of terms with documents...


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