{"id":2209,"date":"2023-09-25T14:31:43","date_gmt":"2023-09-25T09:31:43","guid":{"rendered":"http:\/\/vestnik.polytech.tj\/?p=2209"},"modified":"2023-09-25T14:37:58","modified_gmt":"2023-09-25T09:37:58","slug":"%d1%8d%d0%ba%d1%81%d0%bf%d0%b5%d1%80%d0%b8%d0%bc%d0%b5%d0%bd%d1%82%d0%b0%d0%bb%d1%8c%d0%bd%d1%8b%d0%b9-%d0%bf%d1%80%d0%be%d0%b3%d1%80%d0%b0%d0%bc%d0%bc%d0%bd%d1%8b%d0%b9-%d1%81%d1%82%d0%b5%d0%bd%d0%b4","status":"publish","type":"post","link":"https:\/\/vestnik.polytech.tj\/?p=2209&lang=ru","title":{"rendered":"\u042d\u041a\u0421\u041f\u0415\u0420\u0418\u041c\u0415\u041d\u0422\u0410\u041b\u042c\u041d\u042b\u0419 \u041f\u0420\u041e\u0413\u0420\u0410\u041c\u041c\u041d\u042b\u0419 \u0421\u0422\u0415\u041d\u0414 \u0414\u041b\u042f  \u0418\u0417\u0412\u041b\u0415\u0427\u0415\u041d\u0418\u042f \u041a\u041b\u042e\u0427\u0415\u0412\u042b\u0425 \u0421\u041b\u041e\u0412"},"content":{"rendered":"<p><!--vcv no format--><!-- vcwb\/dynamicElementComment:a4c83db6 --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-a4c83db6\" data-vce-do-apply=\"all el-a4c83db6\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:3630a1ee --><\/p>\n<div class=\"vce-col vce-col--md-78p vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-3630a1ee\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-3630a1ee\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-3630a1ee\"><!-- vcwb\/dynamicElementComment:5f647457 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-5f647457\" data-vce-do-apply=\"all el-5f647457\">\n<p><strong><span style=\"font-size: 14pt;\">\u0410\u0432\u0442\u043e\u0440\u044b<\/span><\/strong><\/p>\n<p><strong>&nbsp; &nbsp; &nbsp; \u0412\u0430\u043d\u044e\u0448\u043a\u0438\u043d \u0410. \u0421.<\/strong><em> \u2013 \u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b, \u041f\u0441\u043a\u043e\u0432\u0441\u043a\u0438\u0439 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 <\/em><em>\u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442, \u0433. \u041f\u0441\u043a\u043e\u0432, \u0420\u043e\u0441\u0441\u0438\u044f<\/em><\/p>\n<p><strong>&nbsp; &nbsp; \u0413\u0440\u0430\u0449\u0435\u043d\u043a\u043e \u041b. \u0410.<\/strong><em> \u2013 \u043c\u043b\u0430\u0434\u0448\u0438\u0439 \u043d\u0430\u0443\u0447\u043d\u044b\u0439 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0438&nbsp; <\/em><em>\u0410\u041d \u0420\u0422, \u0433. \u0414\u0443\u0448\u0430\u043d\u0431\u0435, \u0422\u0430\u0434\u0436\u0438\u043a\u0438\u0441\u0442\u0430\u043d<\/em><\/p>\n<p><em>&nbsp;<\/em><span style=\"font-size: 14pt;\"><strong>\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f<\/strong><\/span><\/p>\n<p><em>&nbsp; &nbsp; \u041e\u043f\u0438\u0441\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0434\u043b\u044f \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0430\u0441\u043f\u0435\u043a\u0442\u043e\u0432 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0441\u043b\u043e\u0432 \u0438\u0437 \u0442\u0435\u043a\u0441\u0442\u043e\u0432 \u043d\u0430 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u044f\u0437\u044b\u043a\u0430\u0445. \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044e \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u043e\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0442\u0440\u0430\u043a\u0442\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0442\u0435\u043a\u0441\u0442\u043e\u0432; \u0440\u0430\u0441\u0447\u0435\u0442 \u0438 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0435\u0439 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0440\u044f\u0434\u0430 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0445 \u0433\u0440\u0430\u0444\u043e\u0432\u044b\u0445 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u043e\u0432. \u041f\u0440\u0435\u0434\u0443\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u0430 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u0430 \u0441\u0442\u0435\u043d\u0434\u0430. \u041f\u0435\u0440\u0432\u044b\u0435 \u0438\u0441\u043f\u044b\u0442\u0430\u043d\u0438\u044f \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u0438 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0440\u0430\u0437\u0431\u0440\u043e\u0441 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0441\u043b\u043e\u0432 \u043f\u0440\u0438 \u0432\u0430\u0440\u044c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0440\u0430\u0437\u043c\u0435\u0440\u043e\u0432 \u0442\u0435\u043a\u0441\u0442\u043e\u0432.<\/em><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0441\u043b\u043e\u0432\u0430<\/strong><\/span><\/p>\n<p><em>&nbsp;\u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0442\u0435\u043a\u0441\u0442\u043e\u0432, \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0441\u043b\u043e\u0432\u0430, \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f, \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u044b\u0439 \u0441\u0442\u0435\u043d\u0434.<\/em><\/p>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:5f647457 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:3630a1ee --><!-- vcwb\/dynamicElementComment:4e31df8d --><\/p>\n<div class=\"vce-col vce-col--md-22p vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last\" id=\"el-4e31df8d\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-4e31df8d\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-4e31df8d\"><!-- vcwb\/dynamicElementComment:695cb2ae --><!-- \/vcwb\/dynamicElementComment:695cb2ae --><!-- vcwb\/dynamicElementComment:ecdfaf43 --><!-- \/vcwb\/dynamicElementComment:ecdfaf43 --><!-- vcwb\/dynamicElementComment:695cb2ae --><!-- vcwb\/dynamicElementComment:b67eda33 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-b67eda33\" data-vce-do-apply=\"all el-b67eda33\">\n<table style=\"border-collapse: collapse; width: 100%; height: 42px;\" border=\"1\">\n<tbody>\n<tr style=\"height: 42px;\">\n<td style=\"width: 100%; height: 42px;\">\n<p style=\"line-height: 1;\"><span style=\"font-size: 14pt;\">\u042f\u0437\u044b\u043a<\/span><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">\u0440\u0443\u0441\u0441\u043a\u0438\u0439<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:b67eda33 --><!-- vcwb\/dynamicElementComment:695cb2ae --><!-- \/vcwb\/dynamicElementComment:695cb2ae --><!-- vcwb\/dynamicElementComment:ecdfaf43 --><!-- \/vcwb\/dynamicElementComment:ecdfaf43 --><!-- vcwb\/dynamicElementComment:ab142696 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-ab142696\" data-vce-do-apply=\"all el-ab142696\">\n<table style=\"border-collapse: collapse; width: 100%; height: 42px;\" border=\"1\">\n<tbody>\n<tr style=\"height: 42px;\">\n<td style=\"width: 100%; height: 42px;\">\n<p style=\"line-height: 1;\"><span style=\"font-size: 14pt;\">\u0422\u0438\u043f<\/span><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:ab142696 --><!-- vcwb\/dynamicElementComment:695cb2ae --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-695cb2ae\" data-vce-do-apply=\"all el-695cb2ae\">\n<table style=\"border-collapse: collapse; width: 100%; height: 42px;\" border=\"1\">\n<tbody>\n<tr style=\"height: 42px;\">\n<td style=\"width: 100%; height: 42px;\">\n<p style=\"line-height: 1;\"><span style=\"font-size: 14pt;\">\u0413\u043e\u0434<\/span><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">2017<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:695cb2ae --><!-- vcwb\/dynamicElementComment:ecdfaf43 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-ecdfaf43\" data-vce-do-apply=\"all el-ecdfaf43\">\n<table style=\"border-collapse: collapse; width: 100%; height: 42px;\" border=\"1\">\n<tbody>\n<tr style=\"height: 42px;\">\n<td style=\"width: 100%; height: 42px;\">\n<p style=\"line-height: 1;\"><span style=\"font-size: 14pt;\">\u0421\u0442\u0440\u0430\u043d\u0438\u0446\u0430<\/span><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">15-19<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:ecdfaf43 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:4e31df8d --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:a4c83db6 --><!-- vcwb\/dynamicElementComment:2d39b305 --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-2d39b305\" data-vce-do-apply=\"all el-2d39b305\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:cb85e196 --><\/p>\n<div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-cb85e196\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-cb85e196\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-cb85e196\"><!-- vcwb\/dynamicElementComment:e3a9005c --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-e3a9005c\" data-vce-do-apply=\"all el-e3a9005c\">\n<p><span style=\"font-size: 14pt;\"><strong>\u0421\u043f\u0438\u0441\u043e\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u043b\u0438\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u044b<\/strong><\/span><\/p>\n<ol>\n<li><em>\u0412\u0430\u043d\u044e\u0448\u043a\u0438\u043d \u0410.\u0421. \u041c\u0435\u0442\u043e\u0434\u044b \u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u0441\u043b\u043e\u0432 \/ \u0410.\u0421. \u0412\u0430\u043d\u044e\u0448\u043a\u0438\u043d, \u041b.\u0410. \u0413\u0440\u0430\u0449\u0435\u043d\u043a\u043e \/\/ \u041d\u043e\u0432\u044b\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0432 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445. \u2013 2016. \u2013 \u211619 \u2013 \u0421. 85\u201393.<\/em><\/li>\n<li><em>Marujo L., Gershman A., Carbonell J., Frederking R. Supervised Topical Key Phrase Extraction of News Stories using Crowdsourcing, Light Filtering and Co-reference Normalization. Lrec 2012. pp 399\u2013403.<\/em><\/li>\n<li><em>Mihalcea R., Tarau P. TextRank: Bringing order into texts Proc. EMNLP 2004. Vol. 4 pp. 404\u2013411.<\/em><\/li>\n<li><em>Palshikar G. Keyword Extraction from a Single Document Using Centrality Measures. Pattern Recognit. Mach. Intell, LNCS 2007. Vol. 4851 pp. 503\u2013510.<\/em><\/li>\n<li><em>Rose S., Engel D., Cramer N., Cowley W. Automatic Keyword Extraction from Individual Documents. Text Min. Appl. Theory. 2010. pp. 1\u201320.<\/em><\/li>\n<\/ol>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:e3a9005c --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:cb85e196 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:2d39b305 --><!-- vcwb\/dynamicElementComment:b0a292e9 --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-b0a292e9\" data-vce-do-apply=\"all el-b0a292e9\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:93026944 --><\/p>\n<div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-93026944\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-93026944\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-93026944\"><!-- vcwb\/dynamicElementComment:beec196d --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-beec196d\" data-vce-do-apply=\"all el-beec196d\">\n<p><strong><span style=\"font-size: 14pt;\">\u0414\u0430\u0442\u0430 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438<\/span><\/strong><\/p>\n<p>2023-09-25<\/p>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:beec196d --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:93026944 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:b0a292e9 --><!--vcv no format--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0410\u0432\u0442\u043e\u0440\u044b &nbsp; 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