Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics
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Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics, 2011, Number 1, Pages 128–136 (Mi vagtu104)  
This article is cited in 1 scientific paper (total in 1 paper)

COMPUTER SOFTWARE AND COMPUTING EQUIPMENT

Intellectual analysis of scientific documentation corpus

Ya. A. Sedova, I. Yu. Kvyatkovskaya

Astrakhan State Technical University
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Abstract: A modified algorithm of marking out key terms from the text, a semantic model of a document corpus allowing to represent it as a graph for the following analysis, and an algorithm of a document corpus synthesis with adjusted signs using the results of the global network information retrieval are offered in the paper. The approach to process abstracts of masters’ and doctoral theses is considered. The experiment of finding out semantically similar groups in a document corpus is described.
Keywords: intelligent analysis of text data, semantic model, ontology, latent semantic analysis, cluster analysis, information retrieval system.
Received: 27.12.2010
Document Type: Article
UDC: 004.912
Language: Russian
Citation: Ya. A. Sedova, I. Yu. Kvyatkovskaya, “Intellectual analysis of scientific documentation corpus”, Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics, 2011, no. 1, 128–136
Citation in format AMSBIB
\Bibitem{SedKvy11}
\by Ya.~A.~Sedova, I.~Yu.~Kvyatkovskaya
\paper Intellectual analysis of scientific documentation corpus
\jour Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics
\yr 2011
\issue 1
\pages 128--136
\mathnet{http://mi.mathnet.ru/vagtu104}
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  • https://www.mathnet.ru/eng/vagtu/y2011/i1/p128
    • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    		Вестник Астраханского государственного технического университета. Серия: Управление, вычислительная техника и информатика
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    Full-text PDF :83
    References:36
    First page:1
     
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