{"id":1725,"date":"2021-01-16T19:12:01","date_gmt":"2021-01-16T17:12:01","guid":{"rendered":"http:\/\/journals.khnu.km.ua\/vestnik\/?p=1725"},"modified":"2021-04-19T12:22:39","modified_gmt":"2021-04-19T09:22:39","slug":"%d1%96%d0%bd%d1%84%d0%be%d1%80%d0%bc%d0%b0%d1%86%d1%96%d0%b9%d0%bd%d0%b0-%d1%82%d0%b5%d1%85%d0%bd%d0%be%d0%bb%d0%be%d0%b3%d1%96%d1%8f-%d1%82%d0%b5%d0%bc%d0%b0%d1%82%d0%b8%d1%87%d0%bd%d0%be%d1%97","status":"publish","type":"post","link":"https:\/\/journals.khnu.km.ua\/vestnik\/?p=1725","title":{"rendered":"\u0406\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0439\u043d\u0430 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u044f \u0442\u0435\u043c\u0430\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043b\u0430\u0441\u0438\u0444\u0456\u043a\u0430\u0446\u0456\u0457 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0438\u0445 \u043f\u043e\u0432\u0456\u0434\u043e\u043c\u043b\u0435\u043d\u044c"},"content":{"rendered":"

\u0406\u041d\u0424\u041e\u0420\u041c\u0410\u0426\u0406\u0419\u041d\u0410 \u0422\u0415\u0425\u041d\u041e\u041b\u041e\u0413\u0406\u042f \u0422\u0415\u041c\u0410\u0422\u0418\u0427\u041d\u041e\u0407 \u041a\u041b\u0410\u0421\u0418\u0424\u0406\u041a\u0410\u0426\u0406\u0407 \u0422\u0415\u041a\u0421\u0422\u041e\u0412\u0418\u0425 \u041f\u041e\u0412\u0406\u0414\u041e\u041c\u041b\u0415\u041d\u042c<\/p>\n

INFORMATION TECHNOLOGY FOR THEMATIC CLASSIFICATION OF TEXT MESSAGES<\/p>\n

<\/a> \u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 203-210. \u041d\u043e\u043c\u0435\u0440: \u21165, 2019 (277)<\/strong>
\n\u0410\u0432\u0442\u043e\u0440\u0438: <\/strong>
\n\u041e.\u0412. \u041c\u0410\u0417\u0423\u0420\u0415\u0426\u042c, \u041e.\u042e. \u0422\u0418\u041c\u0423\u0428, \u0410.\u041f. \u0424\u0415\u0414\u041e\u0420\u041a\u041e
\n\u0425\u043c\u0435\u043b\u044c\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442
\nO. MAZURETS, O. TYMUSH, A. FEDORKO
\nKhmelnytskyi National University
\nDOI:<\/strong> https:\/\/www.doi.org\/10.31891\/2307-5732-2019-277-5-203-210<\/a>
\n\u0420\u0435\u0446\u0435\u043d\u0437\u0456\u044f\/Peer review :<\/strong> 19.05.2019 \u0440.
\n\u041d\u0430\u0434\u0440\u0443\u043a\u043e\u0432\u0430\u043d\u0430\/Printed :<\/strong> 23.07.2019 \u0440.<\/p>\n

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\n\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430:<\/strong> \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0456 \u043f\u043e\u0432\u0456\u0434\u043e\u043c\u043b\u0435\u043d\u043d\u044f, \u043a\u043b\u0430\u0441\u0438\u0444\u0456\u043a\u0430\u0446\u0456\u044f, \u043a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430.<\/p>\n

\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u0430 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u0430\u043d\u0433\u043b\u0456\u0439\u0441\u044c\u043a\u043e\u044e \u043c\u043e\u0432\u043e\u044e<\/strong><\/p>\n

The article considers the information technology for thematic classification of text messages. Developed approach is used to define the sets of keywords for news headings based on the TFIDF evaluation method and developed mathematical and algorithmic models to determine the affiliation of test news to current news headings. Based on the developed information technology of thematic sorting of textual information, two software products were created: a system of definition the keywords sets for news headings and a system of thematic sorting of news. The news keywords sets definition system allows you to define a set of keywords from the provided data that is considered to be equivalent to generalized semantic content for news items. As a result of using the software system for analysing the input data in the sets of news for all relevant thematic, the output is received in the form of an appropriate number of sets of keywords, which are subsequently considered as news portraits of these sections. The system of news thematic sorting allows the input data in the form of textual content of the test news to get the output data in the form of digital metrics that reflect the assessment of the test news belonging to each heading. For this, an automated comparison of the plurality of news content words and the plurality of news headline keywords is performed. The developed test software systems were used to investigate the effectiveness of information technology themed textual sorting. For this purpose, automated thematic definition for test news samples was carried out using developed software products. The results of the information technology efficiency investigation showed that in most cases the software system, which was made in accordance with the proposed information technology of thematic sorting of text information, successfully completed news sorting by headings, and the average success of sorting by headings was 94.4%.
\nKeywords:<\/strong> text messages, classification, keywords.<\/p>\n

References<\/strong><\/p>\n

    \n
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  5. Krak Y. The practice implementation of the information technology for automated definition of semantic terms sets in the content of educational materials \/ Y. Krak, O. Barmak, O. Mazurets \/\/ CEUR Workshop Proceedings, 2139. \u2013 2018. \u2013 P. 245\u2013254.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

    \u0406\u041d\u0424\u041e\u0420\u041c\u0410\u0426\u0406\u0419\u041d\u0410 \u0422\u0415\u0425\u041d\u041e\u041b\u041e\u0413\u0406\u042f \u0422\u0415\u041c\u0410\u0422\u0418\u0427\u041d\u041e\u0407 \u041a\u041b\u0410\u0421\u0418\u0424\u0406\u041a\u0410\u0426\u0406\u0407 \u0422\u0415\u041a\u0421\u0422\u041e\u0412\u0418\u0425 \u041f\u041e\u0412\u0406\u0414\u041e\u041c\u041b\u0415\u041d\u042c INFORMATION TECHNOLOGY FOR THEMATIC CLASSIFICATION OF TEXT MESSAGES \u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 203-210. \u041d\u043e\u043c\u0435\u0440: \u21165, 2019 (277) \u0410\u0432\u0442\u043e\u0440\u0438: \u041e.\u0412. \u041c\u0410\u0417\u0423\u0420\u0415\u0426\u042c, \u041e.\u042e. \u0422\u0418\u041c\u0423\u0428, \u0410.\u041f. \u0424\u0415\u0414\u041e\u0420\u041a\u041e \u0425\u043c\u0435\u043b\u044c\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 O. MAZURETS, O. TYMUSH, A. FEDORKO Khmelnytskyi National University DOI: https:\/\/www.doi.org\/10.31891\/2307-5732-2019-277-5-203-210 \u0420\u0435\u0446\u0435\u043d\u0437\u0456\u044f\/Peer review : 19.05.2019 \u0440. \u041d\u0430\u0434\u0440\u0443\u043a\u043e\u0432\u0430\u043d\u0430\/Printed : 23.07.2019 \u0440. \u0410\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u043c\u043e\u0432\u043e\u044e \u043e\u0440\u0438\u0433\u0456\u043d\u0430\u043b\u0443 \u0423 \u0441\u0442\u0430\u0442\u0442\u0456 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[18],"tags":[],"_links":{"self":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1725"}],"collection":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1725"}],"version-history":[{"count":3,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1725\/revisions"}],"predecessor-version":[{"id":5901,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1725\/revisions\/5901"}],"wp:attachment":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1725"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1725"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1725"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}