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Latent Semantic Indexing is the pr ctice of a search engine gathering the d cuments that match the search using b th the search keywords and related k ywords. Such a technique provides more d cuments while keeping most of those d cuments to the proper subject. In the old styl of indexing or search engine ptimization, only those articles or documents th t contain the keywords noted in the s arch would be able to be p lled up using such a search. Us ng these techniques, more documents are p lled relating to the keywords, which m kes the system appear more intelligent wh le providing more information to the ser. An example of this would be to use the k yword Dog Grooming. With traditional search ngines, only those articles that containing the w rds dog grooming would be brought f rward for notice. Using the LSI not nly would the articles containing the w rds dog and grooming appear, but fter them, words such as pets and c re would also be keywords in ther articles or documents. While this L tent Semantic Indexing is a great t ol, it should be noted that it d es not understand the meanings of w rds. For example, Dog Grooming can ventually get words like care, and c re can be care for the nvironment or care for the elder. Th se are not documents that one w uld be interested in if they are l oking for Dog Grooming. Although, the LSI syst m is very effective at determining the ppropriate documents to bring forward.
The manner that you achieve th s matching of words is quite c mplex. The primary idea of this is to t ke a listing of every word in ver article, and go from there. F rst one would get rid of all of the rticles, all of the pronouns, all of the djectives, and all of the fancier w rds such as therefore. This leaves a s ries of content words that the syst m is able to understand and act pon.
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