Clustering of Authors’ Texts of English Fiction in the Vector Space of Semantic Fields
نویسندگان
چکیده
منابع مشابه
Clustering of Authors’ Texts of English Fiction in the Vector Space of Semantic Fields
This paper describes the analysis of possible differentiation of the author’s idiolect in the space of semantic fields; it also analyzes the clustering of text documents in the vector space of semantic fields and in the semantic space with orthogonal basis. The analysis showed that using the vector space model on the basis of semantic fields is efficient in cluster analysis algorithms of author...
متن کاملThe Clustering of Author's Texts of English Fiction in the Vector Space of Semantic Fields
The clustering of text documents in the vector space of semantic fields and in the semantic space with orthogonal basis has been analysed. It is shown that using the vector space model with the basis of semantic fields is effective in the cluster analysis algorithms of author’s texts in English fiction. The analysis of the author’s texts distribution in cluster structure showed the presence of ...
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ژورنال
عنوان ژورنال: Cybernetics and Information Technologies
سال: 2014
ISSN: 1314-4081
DOI: 10.2478/cait-2014-0030