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<dc:title xml:lang="pl"><![CDATA[Latent semantic indexing using eigenvalue analysis for efficient information retrieval]]></dc:title>
<dc:creator><![CDATA[Aswani Kumar, Cherukuri]]></dc:creator>
<dc:creator><![CDATA[Srinivas, Suripeddi]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[information retrieval]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[latent semantic indexing]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[eigenvalues]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[rank reduction]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[Singular Value Decomposition (SVD)]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[Text retrieval using Latent Semantic Indexing (LSI) with truncated Singular Value Decomposition (SVD) has been intensively studied in recent years. However, the expensive complexity involved in computing truncated SVD constitutes a major drawback of the LSI method. In this paper, we demonstrate how matrix rank approximation can influence the effectiveness of information retrieval systems.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[Besides, we present an implementation of the LSI method based on an eigenvalue analysis for rank approximation without computing truncated SVD, along with its computational details. Significant improvements in computational time while maintaining retrieval accuracy are observed over the tested document collections.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Korbicz, Józef (1951- ) - red.]]></dc:contributor>
<dc:contributor><![CDATA[Uciński, Dariusz - red.]]></dc:contributor>
<dc:date><![CDATA[2006]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/57559/AMCS_2006_16_4_11.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/64120/edition/57559/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:57559]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 16, number 4 (2006)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=paper&paper=316]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:64120]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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