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Proceedings Paper

Method of determining of keywords in English texts based on the DKPro Core
Author(s): Oleg V. Bisikalo; Waldemar Wójcik; Olexand V. Yahimovich; Saule Smailova
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Paper Abstract

The new method of the keywords determining based on finding the connections between word forms of the English text with the instrumental capabilities of package DKPro Core is suggested in this article. The method, which is illustrated with examples of analysis, aimed at solving problems of efficient processing of text documents – indexing, abstracting, clustering and classification. As a result of theoretical and experimental studies it is found that the developed method found more keywords, specified by the author of the text, compared to analogues and had better quality characteristics. The proposed method of determining of the keywords differs from existing in that it uses additional information about the complex relationships between members of an English sentence.

Paper Details

Date Published: 28 September 2016
PDF: 9 pages
Proc. SPIE 10031, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016, 100314T (28 September 2016); doi: 10.1117/12.2249225
Show Author Affiliations
Oleg V. Bisikalo, Vinnytsia National Technical Univ. (Ukraine)
Waldemar Wójcik, Lublin Univ. of Technology (Poland)
Olexand V. Yahimovich, Vinnytsia National Technical Univ. (Ukraine)
Saule Smailova, D. Serikbayev East Kazakhstan State Technical Univ. (Kazakhstan)


Published in SPIE Proceedings Vol. 10031:
Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016
Ryszard S. Romaniuk, Editor(s)

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