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International Conference on Information Technology: Coding and Computing (ITCC'04) Volume 1
Information Retrieval with Principal Components
Las Vegas, Nevada
April 05-April 07
ISBN: 0-7695-2108-8
Albert Hoang, George Washington University, DC
Latent semantic indexing is a linear data reduction technique used in informational retrieval applications. The method of principal components is a popular linear data reduction technique that has been used in many applications. In this paper how the principal components method is used in information retrieval is presented, and how the latent semantic indexing is related to the principal component method is shown. Two experiments of monolingual and multilingual searches are described to show the feasibility of the method of principal components in information retrieval.
Citation:
Albert Hoang, "Information Retrieval with Principal Components," itcc, vol. 1, pp.262, International Conference on Information Technology: Coding and Computing (ITCC'04) Volume 1, 2004
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