Method of determining of keywords in English texts based on the DKPro Core

Oleg V. Bisikalo; Waldemar Wójcik; Olexand V. Yahimovich; Saule Smailova

doi:10.1117/12.2249225

28 September 2016 Method of determining of keywords in English texts based on the DKPro Core

Oleg V. Bisikalo, Waldemar Wójcik, Olexand V. Yahimovich, Saule Smailova

Proceedings Volume 10031, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016; 100314T (2016) https://doi.org/10.1117/12.2249225
Event: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016, 2016, Wilga, Poland

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.

Citation Download Citation

Oleg V. Bisikalo, Waldemar Wójcik, Olexand V. Yahimovich, and Saule Smailova "Method of determining of keywords in English texts based on the DKPro Core", Proc. SPIE 10031, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016, 100314T (28 September 2016); https://doi.org/10.1117/12.2249225

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available