STEFANOVSKIY, Dmitry, Mikhail ALEXANDROV, Aleš BOUREK and Tomas HALA. CONCEPTS IDENTIFICATION IN A DOCUMENT WITH NETWORK ACTIVATION METHOD. In Galina Setlak, Krassimir Markov. Transactions on Business and Engineering Intelligent Applications. 1st ed. Rzeszow; Sofia: ITHEA, 2014, p. 93-97. ISBN 978-954-16-0068-9.
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Basic information
Original name CONCEPTS IDENTIFICATION IN A DOCUMENT WITH NETWORK ACTIVATION METHOD
Authors STEFANOVSKIY, Dmitry (643 Russian Federation), Mikhail ALEXANDROV (643 Russian Federation), Aleš BOUREK (203 Czech Republic, guarantor, belonging to the institution) and Tomas HALA (203 Czech Republic).
Edition 1st ed. Rzeszow; Sofia, Transactions on Business and Engineering Intelligent Applications, p. 93-97, 5 pp. 2014.
Publisher ITHEA
Other information
Original language English
Type of outcome Chapter(s) of a specialized book
Field of Study 10201 Computer sciences, information science, bioinformatics
Country of publisher Poland
Confidentiality degree is not subject to a state or trade secret
Publication form printed version "print"
RIV identification code RIV/00216224:14110/14:00078594
Organization unit Faculty of Medicine
ISBN 978-954-16-0068-9
Keywords in English topic identification; text classification; network activation
Tags EL OK
Changed by Changed by: Soňa Böhmová, učo 232884. Changed: 21/1/2015 18:15.
Abstract
In the paper concepts are considered as groups of semantically related keywords. To reveal such groups we propose the technology based on a) constructing network of terms on the basis of procedure of segmentation; b) revealing groups of terms using network activation method. We demonstrate the proposed technology on two examples related to medical problems and social problems. The results proved to be very promising with the point of view of experts. The presented work is a pilot study.
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