Artificial intelligence

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The use of lexemes fields in data mining of texts arrays

Pavlyshenko B.1
1 Ivan Franko Lviv National University

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UDC: 519.765:519.767:004.89
Publication Language: Ukrainian
Stuc. intelekt. 2013; 18(1):98–109

Abstract: The model of semantic and thematic lexemes fields for data mining of text documents has been proposed. The vector model of text documents in the semantic space was considered. The basis of this space is formed by frequency-distributional characteristics of semantic and thematic fields. The experimental analysis of texts samples showed high efficiency of lexemes fields usage in the classification analysis of texts authorship.

Keywords: data mining, Bayesian classification, semantic and thematic fields, vector space model of text documents, texts classification

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