{"id":8594,"date":"2021-02-09T12:59:26","date_gmt":"2021-02-09T09:59:26","guid":{"rendered":"https:\/\/ssrlab.by\/?p=8594"},"modified":"2022-03-31T17:27:57","modified_gmt":"2022-03-31T14:27:57","slug":"referatar-tekstu","status":"publish","type":"post","link":"https:\/\/ssrlab.by\/en\/8594","title":{"rendered":"Text Summarizer"},"content":{"rendered":"<p>Text Summarizer\"><img loading=\"lazy\" class=\"aligncenter wp-image-8766 size-large\" src=\"https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui-1024x628.png\" alt=\"\" width=\"1024\" height=\"628\" srcset=\"https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui-1024x628.png 1024w, https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui-300x184.png 300w, https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui-768x471.png 768w, https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui.png 1313w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p style=\"text-align: center;\">\u041c\u0430\u043b\u044e\u043d\u0430\u043a 1 \u2013 \u0413\u0440\u0430\u0444\u0456\u0447\u043d\u044b \u0456\u043d\u0442\u044d\u0440\u0444\u0435\u0439\u0441 \u0441\u044d\u0440\u0432\u0456\u0441\u0430 \u00ab\u0420\u044d\u0444\u0435\u0440\u0430\u0442\u0430\u0440 \u0442\u044d\u043a\u0441\u0442\u0443\u00bb<\/p>\n<p>\u0406\u043d\u0442\u044d\u0440\u0444\u0435\u0439\u0441 \u043c\u0430\u0435 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u044b\u044f \u0432\u043e\u0431\u043b\u0430\u0441\u0446\u0456:<\/p>\n<ol>\n<li>\u043f\u043e\u043b\u0435 \u045e\u0432\u043e\u0434\u0443 \u0437\u044b\u0445\u043e\u0434\u043d\u0430\u0433\u0430 \u0442\u044d\u043a\u0441\u0442\u0430<\/li>\n<li>\u043f\u043e\u043b\u0435 \u045e\u0432\u043e\u0434\u0443 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430 \u00abthreshold\u00bb<\/li>\n<li>\u043f\u043e\u043b\u0435 \u045e\u0432\u043e\u0434\u0443 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430 \u00aberror tolerance\u00bb<\/li>\n<li>\u043f\u043e\u043b\u0435 \u045e\u0432\u043e\u0434\u0443 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u0441\u043a\u0430\u0437\u0430\u045e \u0443 \u0440\u044d\u0437\u044e\u043c\u044d<\/li>\n<li>\u043a\u043d\u043e\u043f\u043a\u0430 \u043f\u0430\u0447\u0430\u0442\u043a\u0443 \u0440\u044d\u0437\u044e\u043c\u0430\u0432\u0430\u043d\u043d\u044f<\/li>\n<li>\u043f\u043e\u043b\u0435 \u0432\u044b\u0432\u0430\u0434\u0430 \u0440\u044d\u0437\u044e\u043c\u044d<\/li>\n<\/ol>\n<p>\u041c\u0430\u0433\u0447\u044b\u043c\u044b \u0441\u0446\u044d\u043d\u0430\u0440 \u043f\u0440\u0430\u0446\u044b \u0437 \u0441\u044d\u0440\u0432\u0456\u0441\u0430\u043c:<\/p>\n<ol>\n<li>\u0443\u0432\u044f\u0434\u0437\u0456\u0446\u0435 \u043b\u044e\u0431\u044b\u044f \u0442\u044d\u043a\u0441\u0442\u0430\u0432\u044b\u044f \u0434\u0430\u0434\u0437\u0435\u043d\u044b\u044f \u045e \u043f\u043e\u043b\u0435 \u045e\u0432\u043e\u0434\u0443 \u0437\u044b\u0445\u043e\u0434\u043d\u0430\u0433\u0430 \u0442\u044d\u043a\u0441\u0442\u0443 (1)<\/li>\n<li>\u0443\u043a\u0430\u0436\u044b\u0446\u0435 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u0441\u043a\u0430\u0437\u0430\u045e \u0443 \u0440\u044d\u0437\u044e\u043c\u044d (4)<\/li>\n<li>\u043d\u0430\u0446\u0456\u0441\u043d\u0435\u0442\u0435 \u043a\u043d\u043e\u043f\u043a\u0443 \u00ab\u0420\u044d\u0437\u044e\u043c\u0430\u0432\u0430\u0446\u044c\u00bb (5)<\/li>\n<li>\u043f\u0440\u0430\u0430\u043d\u0430\u043b\u0456\u0437\u0443\u0439\u0446\u0435 \u0430\u0442\u0440\u044b\u043c\u0430\u043d\u0430\u0435 \u0440\u044d\u0437\u044e\u043c\u044d (6)<\/li>\n<li>\u043f\u0440\u044b \u043d\u0435\u0430\u0431\u0445\u043e\u0434\u043d\u0430\u0441\u0446\u0456 \u0434\u0430\u043a\u043b\u0430\u0434\u043d\u0430 \u043d\u0430\u043b\u0430\u0434\u0437\u044c\u0446\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b \u0430\u043b\u0433\u0430\u0440\u044b\u0442\u043c\u0443 (2, 3)<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><b>\u0414\u043e\u0441\u0442\u0443\u043f \u0434\u0430 \u0441\u044d\u0440\u0432\u0456\u0441\u0430 \u043f\u0440\u0430\u0437 API<\/b><\/p>\n<p>\u0414\u043b\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u0443 \u0434\u0430 \u0441\u044d\u0440\u0432\u0456\u0441\u0430 \u00ab\u0420\u044d\u0444\u0435\u0440\u0430\u0442\u0430\u0440 \u0442\u044d\u043a\u0441\u0442\u0443\u00bb \u043f\u0440\u0430\u0437 API \u043d\u0435\u0430\u0431\u0445\u043e\u0434\u043d\u0430 \u0430\u0434\u043f\u0440\u0430\u0432\u0456\u0446\u044c AJAX-\u0437\u0430\u043f\u044b\u0442 \u0442\u044b\u043f\u0443 POST \u043d\u0430 \u0430\u0434\u0440\u0430\u0441 https:\/\/corpus.by\/TextSummarizer\/api. \u041f\u0440\u0430\u0437 \u043c\u0430\u0441\u0456\u045e <strong><em>data<\/em><\/strong> \u043f\u0435\u0440\u0430\u0434\u0430\u044e\u0446\u0446\u0430 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u044b\u044f \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b:<\/p>\n<ul>\n<li><em>text<\/em> \u2013 \u0442\u044d\u043a\u0441\u0442 \u0434\u043b\u044f \u0440\u044d\u0437\u044e\u043c\u0430\u0432\u0430\u043d\u043d\u044f (\u0430\u0431\u0430\u0432\u044f\u0437\u043a\u043e\u0432\u0430)<\/li>\n<li><em>threshold<\/em> \u2013 \u00abthreshold\u00bb \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 (\u043d\u0435\u0430\u0431\u0430\u0432\u044f\u0437\u043a\u043e\u0432\u0430, 0.05 \u043f\u0430 \u0437\u043c\u0430\u045e\u0447\u0430\u043d\u043d\u0456)<\/li>\n<li><em>tolerance<\/em> \u2013 \u00aberror tolerance\u00bb \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 (\u043d\u0435\u0430\u0431\u0430\u0432\u044f\u0437\u043a\u043e\u0432\u0430, 0.1 \u043f\u0430 \u0437\u043c\u0430\u045e\u0447\u0430\u043d\u043d\u0456)<\/li>\n<li><em>length<\/em> \u2013 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u0441\u043a\u0430\u0437\u0430\u045e \u0443 \u0440\u044d\u0437\u044e\u043c\u0435 (\u043d\u0435\u0430\u0431\u0430\u0432\u044f\u0437\u043a\u043e\u0432\u0430, 5 \u043f\u0430 \u0437\u043c\u0430\u045e\u0447\u0430\u043d\u043d\u0456)<\/li>\n<\/ul>\n<p>\u041f\u0440\u044b\u043a\u043b\u0430\u0434 AJAX-\u0437\u0430\u043f\u044b\u0442\u0443:<\/p>\n<blockquote><p><span style=\"font-family: 'courier new', courier, monospace; font-size: 12px;\">$.ajax({<br \/>\n<b>\u00a0<\/b>type: \u201cPOST\u201d,<br \/>\n<b>\u00a0<\/b>url: \u201chttps:\/\/corpus.by\/TextSummarizer\/api\u201d,<br \/>\n<b>\u00a0<\/b>data: {<br \/>\n<b>\u00a0<\/b><b>\u00a0<\/b>\u201ctext\u201d: \u201c\u0411\u0440\u044d\u0441\u0442 \u2014 \u0433\u043e\u0440\u0430\u0434 \u0443 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456, \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0446\u044b\u0439\u043d\u044b \u0446\u044d\u043d\u0442\u0440 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0439 \u0432\u043e\u0431\u043b\u0430\u0441\u0446\u0456 \u0456 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0433\u0430 \u0440\u0430\u0451\u043d\u0430, \u043d\u0430 \u0440\u0430\u0446\u044d \u0417\u0430\u0445\u043e\u0434\u043d\u0456 \u0411\u0443\u0433 \u043f\u0440\u044b \u045e\u043f\u0430\u0434\u0437\u0435\u043d\u043d\u0456 \u045e \u044f\u0433\u043e \u041c\u0443\u0445\u0430\u045e\u0446\u0430. \u0417\u0430 349 \u043a\u043c \u0430\u0434 \u041c\u0456\u043d\u0441\u043a\u0430. \u0422\u044d\u0440\u044b\u0442\u043e\u0440\u044b\u044f \u0433\u043e\u0440\u0430\u0434\u0430 \u2014 146,12 \u043a\u043c\u00b2. \u041d\u0430\u0441\u0435\u043b\u044c\u043d\u0456\u0446\u0442\u0432\u0430 343 985 \u0447\u0430\u043b. \u0417\u2019\u044f\u045e\u043b\u044f\u0435\u0446\u0446\u0430 \u0430\u0434\u043d\u044b\u043c \u0437 \u043d\u0430\u0439\u0432\u0430\u0436\u043d\u0435\u0439\u0448\u044b\u0445 \u0442\u0440\u0430\u043d\u0441\u043f\u0430\u0440\u0442\u043d\u044b\u0445 \u0432\u0443\u0437\u043b\u043e\u045e \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456. \u042d\u043a\u0430\u043d\u0430\u043c\u0456\u0447\u043d\u044b \u0456 \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b \u0446\u044d\u043d\u0442\u0440, \u0432\u0443\u0437\u0435\u043b \u0447\u044b\u0433\u0443\u043d\u0430\u043a \u0456 \u0430\u045e\u0442\u0430\u043c\u0430\u0431\u0456\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u0440\u043e\u0433, \u0430\u044d\u0440\u0430\u043f\u043e\u0440\u0442, \u0440\u0430\u0447\u043d\u044b \u043f\u043e\u0440\u0442, \u0437\u0432\u044f\u0437\u0430\u043d\u044b \u0414\u043d\u044f\u043f\u0440\u043e\u045e\u0441\u043a\u0430-\u0411\u0443\u0433\u0441\u043a\u0456\u043c \u043a\u0430\u043d\u0430\u043b\u0430\u043c \u0437 \u0431\u0430\u0441\u0435\u0439\u043d\u0430\u043c\u0456 \u0414\u043d\u044f\u043f\u0440\u0430 \u0456 \u041f\u0440\u044b\u043f\u044f\u0446\u0456. \u0423\u043f\u0435\u0440\u0448\u044b\u043d\u044e \u0437\u0433\u0430\u0434\u0432\u0430\u0435\u0446\u0446\u0430 \u045e \u00ab\u0410\u043f\u043e\u0432\u0435\u0441\u0446\u0456 \u043c\u0456\u043d\u0443\u043b\u044b\u0445 \u0433\u0430\u0434\u043e\u045e\u00bb \u043f\u0430\u0434 \u043d\u0430\u0437\u0432\u0430\u044e \u0411\u0435\u0301\u0440\u0435\u0441\u0442\u044c\u0435, \u0443 \u0433\u0456\u0441\u0442\u0430\u0440\u044b\u0447\u043d\u044b\u0445 \u043a\u0440\u044b\u043d\u0456\u0446\u0430\u0445 \u0442\u0430\u043a\u0441\u0430\u043c\u0430 \u0441\u0443\u0441\u0442\u0440\u0430\u044e\u0446\u0446\u0430 \u043d\u0430\u043f\u0456\u0441\u0430\u043d\u043d\u0456 \u0411\u0435\u0440\u0435\u0441\u0442\u0435, \u0411\u0435\u0440\u0435\u0441\u0442\u044c, \u0443 \u043d\u044f\u043c\u0435\u0446\u043a\u0456\u0445 \u043b\u0435\u0442\u0430\u043f\u0456\u0441\u0430\u0445 \u0411\u0440\u044d\u0439\u0437\u0456\u043a\u0430. \u0422\u0430\u043f\u043e\u043d\u0456\u043c \u00ab\u0411\u0435\u0440\u0430\u0441\u0446\u0435\u00bb \u045e\u0442\u0432\u0430\u0440\u044b\u045e\u0441\u044f \u0430\u0434 \u0441\u043b\u043e\u0432\u0430 \u00ab\u0431\u0435\u0301\u0440\u0430\u0441\u0442\u00bb, \u00ab\u0431\u0435\u0301\u0440\u0430\u0441\u0446\u044c\u00bb (\u0434\u0440\u044d\u0432\u0430\u0432\u0430\u044f \u0446\u0456 \u043a\u0443\u0441\u0442\u0430\u0432\u0430\u044f \u0440\u0430\u0441\u043b\u0456\u043d\u0430 \u0441\u044f\u043c\u0435\u0439\u0441\u0442\u0432\u0430 \u0432\u044f\u0437\u0430\u0432\u044b\u0445). \u0417\u043d\u0430\u0447\u044d\u043d\u043d\u0435 \u043c\u0430\u0435 \u0445\u0443\u0442\u0447\u044d\u0439 \u0437\u0430 \u045e\u0441\u0451 \u0437\u0431\u043e\u0440\u043d\u0430\u0435 \u2014 \u0431\u0435\u0440\u0430\u0441\u0442\u0430\u0432\u044b \u0433\u0430\u0439.\u201d,<br \/>\n<b>\u00a0<\/b><b>\u00a0<\/b>\u201cthreshold\u201d: \u201c0.05\u201d,<br \/>\n<b>\u00a0<\/b><b>\u00a0<\/b>\u201clength\u201d: \u201c1\u201d,<br \/>\n<b>\u00a0<\/b>},<br \/>\n<b>\u00a0<\/b>origin: \u201c*\u201d,<br \/>\n<b>\u00a0<\/b>contentType: \u201capplication\/json; charset=utf-8\u201d,<br \/>\n<b>\u00a0<\/b>headers: {<br \/>\n<b>\u00a0<\/b><b>\u00a0<\/b>\u201cx-api-key\u201d : \u201c123\u201d<br \/>\n<b>\u00a0<\/b>},<br \/>\n<b>\u00a0<\/b>success: function(msg) { },<br \/>\n<b>\u00a0<\/b>error: function(err) { }<br \/>\n});<\/span><\/p><\/blockquote>\n<p>\u0421\u0435\u0440\u0432\u0435\u0440 \u0432\u044f\u0440\u0442\u0430\u0435 JSON-\u043c\u0430\u0441\u0456\u045e \u0437 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u044b\u043c\u0456 \u043a\u043b\u044e\u0447\u0430\u043c\u0456:<\/p>\n<ul>\n<li><em>text<\/em> \u2013 \u0442\u044d\u043a\u0441\u0442 \u0434\u043b\u044f \u0440\u044d\u0437\u044e\u043c\u0430\u0432\u0430\u043d\u043d\u044f<\/li>\n<li><em>threshold<\/em> \u2013 \u00abthreshold\u00bb \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440<\/li>\n<li><em>tolerance<\/em> \u2013 \u00aberror tolerance\u00bb \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440<\/li>\n<li><em>length<\/em> \u2013 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u0441\u043a\u0430\u0437\u0430\u045e \u0443 \u0440\u044d\u0437\u044e\u043c\u0435<\/li>\n<li><em>summary<\/em> \u2013 \u0432\u044b\u043d\u0456\u043a\u043e\u0432\u0430\u0435 \u0440\u044d\u0437\u044e\u043c\u044d<\/li>\n<\/ul>\n<p>\u041d\u0430\u043f\u0440\u044b\u043a\u043b\u0430\u0434, \u043f\u0430\u0432\u043e\u0434\u043b\u0435 \u043f\u0440\u044b\u0432\u0435\u0434\u0437\u0435\u043d\u0430\u0433\u0430 \u0432\u044b\u0448\u044d\u0439 AJAX-\u0437\u0430\u043f\u044b\u0442\u0443 \u0431\u0443\u0434\u0437\u0435 \u0441\u0444\u0430\u0440\u043c\u0456\u0440\u0430\u0432\u0430\u043d\u044b \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u044b \u0430\u0434\u043a\u0430\u0437:<\/p>\n<blockquote><p><span style=\"font-family: 'courier new', courier, monospace; font-size: 12px;\">{<br \/>\n<b>\u00a0<\/b>\u201ctext\u201d: \u201c\u0411\u0440\u044d\u0441\u0442 \u2014 \u0433\u043e\u0440\u0430\u0434 \u0443 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456, \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0446\u044b\u0439\u043d\u044b \u0446\u044d\u043d\u0442\u0440 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0439 \u0432\u043e\u0431\u043b\u0430\u0441\u0446\u0456 \u0456 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0433\u0430 \u0440\u0430\u0451\u043d\u0430, \u043d\u0430 \u0440\u0430\u0446\u044d \u0417\u0430\u0445\u043e\u0434\u043d\u0456 \u0411\u0443\u0433 \u043f\u0440\u044b \u045e\u043f\u0430\u0434\u0437\u0435\u043d\u043d\u0456 \u045e \u044f\u0433\u043e \u041c\u0443\u0445\u0430\u045e\u0446\u0430. \u0417\u0430 349 \u043a\u043c \u0430\u0434 \u041c\u0456\u043d\u0441\u043a\u0430. \u0422\u044d\u0440\u044b\u0442\u043e\u0440\u044b\u044f \u0433\u043e\u0440\u0430\u0434\u0430 \u2014 146,12 \u043a\u043c\u00b2. \u041d\u0430\u0441\u0435\u043b\u044c\u043d\u0456\u0446\u0442\u0432\u0430 343 985 \u0447\u0430\u043b. \u0417\u2019\u044f\u045e\u043b\u044f\u0435\u0446\u0446\u0430 \u0430\u0434\u043d\u044b\u043c \u0437 \u043d\u0430\u0439\u0432\u0430\u0436\u043d\u0435\u0439\u0448\u044b\u0445 \u0442\u0440\u0430\u043d\u0441\u043f\u0430\u0440\u0442\u043d\u044b\u0445 \u0432\u0443\u0437\u043b\u043e\u045e \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456. \u042d\u043a\u0430\u043d\u0430\u043c\u0456\u0447\u043d\u044b \u0456 \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b \u0446\u044d\u043d\u0442\u0440, \u0432\u0443\u0437\u0435\u043b \u0447\u044b\u0433\u0443\u043d\u0430\u043a \u0456 \u0430\u045e\u0442\u0430\u043c\u0430\u0431\u0456\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u0440\u043e\u0433, \u0430\u044d\u0440\u0430\u043f\u043e\u0440\u0442, \u0440\u0430\u0447\u043d\u044b \u043f\u043e\u0440\u0442, \u0437\u0432\u044f\u0437\u0430\u043d\u044b \u0414\u043d\u044f\u043f\u0440\u043e\u045e\u0441\u043a\u0430-\u0411\u0443\u0433\u0441\u043a\u0456\u043c \u043a\u0430\u043d\u0430\u043b\u0430\u043c \u0437 \u0431\u0430\u0441\u0435\u0439\u043d\u0430\u043c\u0456 \u0414\u043d\u044f\u043f\u0440\u0430 \u0456 \u041f\u0440\u044b\u043f\u044f\u0446\u0456. \u0423\u043f\u0435\u0440\u0448\u044b\u043d\u044e \u0437\u0433\u0430\u0434\u0432\u0430\u0435\u0446\u0446\u0430 \u045e \u00ab\u0410\u043f\u043e\u0432\u0435\u0441\u0446\u0456 \u043c\u0456\u043d\u0443\u043b\u044b\u0445 \u0433\u0430\u0434\u043e\u045e\u00bb \u043f\u0430\u0434 \u043d\u0430\u0437\u0432\u0430\u044e \u0411\u0435\u0301\u0440\u0435\u0441\u0442\u044c\u0435, \u0443 \u0433\u0456\u0441\u0442\u0430\u0440\u044b\u0447\u043d\u044b\u0445 \u043a\u0440\u044b\u043d\u0456\u0446\u0430\u0445 \u0442\u0430\u043a\u0441\u0430\u043c\u0430 \u0441\u0443\u0441\u0442\u0440\u0430\u044e\u0446\u0446\u0430 \u043d\u0430\u043f\u0456\u0441\u0430\u043d\u043d\u0456 \u0411\u0435\u0440\u0435\u0441\u0442\u0435, \u0411\u0435\u0440\u0435\u0441\u0442\u044c, \u0443 \u043d\u044f\u043c\u0435\u0446\u043a\u0456\u0445 \u043b\u0435\u0442\u0430\u043f\u0456\u0441\u0430\u0445 \u0411\u0440\u044d\u0439\u0437\u0456\u043a\u0430. \u0422\u0430\u043f\u043e\u043d\u0456\u043c \u00ab\u0411\u0435\u0440\u0430\u0441\u0446\u0435\u00bb \u045e\u0442\u0432\u0430\u0440\u044b\u045e\u0441\u044f \u0430\u0434 \u0441\u043b\u043e\u0432\u0430 \u00ab\u0431\u0435\u0301\u0440\u0430\u0441\u0442\u00bb, \u00ab\u0431\u0435\u0301\u0440\u0430\u0441\u0446\u044c\u00bb (\u0434\u0440\u044d\u0432\u0430\u0432\u0430\u044f \u0446\u0456 \u043a\u0443\u0441\u0442\u0430\u0432\u0430\u044f \u0440\u0430\u0441\u043b\u0456\u043d\u0430 \u0441\u044f\u043c\u0435\u0439\u0441\u0442\u0432\u0430 \u0432\u044f\u0437\u0430\u0432\u044b\u0445). \u0417\u043d\u0430\u0447\u044d\u043d\u043d\u0435 \u043c\u0430\u0435 \u0445\u0443\u0442\u0447\u044d\u0439 \u0437\u0430 \u045e\u0441\u0451 \u0437\u0431\u043e\u0440\u043d\u0430\u0435 \u2014 \u0431\u0435\u0440\u0430\u0441\u0442\u0430\u0432\u044b \u0433\u0430\u0439.\u201d,<br \/>\n<b>\u00a0<\/b>\u201cthreshold\u201d: \u201c0.05\u201d,<br \/>\n<b>\u00a0<\/b>\u201ctolerance\u201d: \u201c0.1\u201d,<br \/>\n<b>\u00a0<\/b>\u201clength\u201d: \u201c1\u201d,<br \/>\n<b>\u00a0<\/b>\u201csummary\u201d: \u201c\u0411\u0440\u044d\u0441\u0442 \u2014 \u0433\u043e\u0440\u0430\u0434 \u0443 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456, \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0446\u044b\u0439\u043d\u044b \u0446\u044d\u043d\u0442\u0440 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0439 \u0432\u043e\u0431\u043b\u0430\u0441\u0446\u0456 \u0456 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0433\u0430 \u0440\u0430\u0451\u043d\u0430, \u043d\u0430 \u0440\u0430\u0446\u044d \u0417\u0430\u0445\u043e\u0434\u043d\u0456 \u0411\u0443\u0433 \u043f\u0440\u044b \u045e\u043f\u0430\u0434\u0437\u0435\u043d\u043d\u0456 \u045e \u044f\u0433\u043e \u041c\u0443\u0445\u0430\u045e\u0446\u0430.\u201d,<br \/>\n}<\/span><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<p><b>\u0421\u043f\u0430\u0441\u044b\u043b\u043a\u0456 \u043d\u0430 \u043a\u0440\u044b\u043d\u0456\u0446\u044b<\/b><\/p>\n<p>\u0421\u0442\u0430\u0440\u043e\u043d\u043a\u0430 \u0441\u044d\u0440\u0432\u0456\u0441\u0430 \u2013 <a href=\"https:\/\/corpus.by\/TextSummarizer\/?lang=be\" target=\"_blank\" rel=\"noopener\">https:\/\/corpus.by\/TextSummarizer\/?lang=be<\/a>The\u00a0<a href=\"https:\/\/corpus.by\/TextSummarizer\/?lang=en\" target=\"_blank\" rel=\"noopener\"><strong>\u00abText Summarizer\u00bb<\/strong><\/a> service is designed to automatically summarize arbitrary text documents. It takes any text data as an input and returns its summary as an output.<\/p>\n<p>&nbsp;<\/p>\n<p><b>Basic terms and concepts<\/b><\/p>\n<p><em>Source text<\/em> \u2013 any input text data to summarize.<\/p>\n<p><em>Summary<\/em> \u2013 a shortened version of the source text.<\/p>\n<p><em>Summarization<\/em> \u2013 the process of making the summary of the source text.<\/p>\n<p><em>Text mining<\/em> \u2013 the process of deriving useful information from text.<\/p>\n<p>&nbsp;<\/p>\n<p><b>Practical value<\/b><\/p>\n<p>Text summarization is used in many text mining algorithms like classification and clustering in order to reduce text sizes and increase performance accordingly.<\/p>\n<p>&nbsp;<\/p>\n<p><b>Service operation algorithm<\/b><\/p>\n<p>The algorithm is based on <a href=\"https:\/\/arxiv.org\/abs\/1109.2128\">this paper<\/a>.<\/p>\n<p>Input:<\/p>\n<ul>\n<li id=\"ST\">Source text, <em>ST<\/em> (string)<\/li>\n<li id=\"T\">Threshold parameter, <em>T<\/em> (float)<\/li>\n<li id=\"ET\">Error tolerance parameter, <em>ET<\/em> (float)<\/li>\n<li id=\"L\">Summary length in sentences, <em>L<\/em> (integer)<\/li>\n<\/ul>\n<p>Output:<\/p>\n<ul>\n<li>Summary, <em>S<\/em> (string)<\/li>\n<\/ul>\n<p>Algorithm:<\/p>\n<ol>\n<li>let <em>T_w = log(N \/ N_w)<\/em> for each word <em>w<\/em> in <em>ST<\/em>, where <em>N<\/em> is the <em>ST<\/em> sentences number, <em>N_w<\/em> is the number of sentences containing word <em>w<\/em><\/li>\n<li>let <em>L_w_i<\/em> be the number of occurrences of word <em>w <\/em>in the <em>i<\/em>-th sentence<\/li>\n<li>let <em>W_i<\/em> be a set of <em>i<\/em>-th sentence words<\/li>\n<li>let <em>G = (V, E, W)<\/em> be an undirected complete graph with vertices <em>V<\/em>, edges <em>E<\/em> and edge weights <em>W<\/em>, where<br \/>\n<em>V = {the s-th serial number in ST | \u2200 sentence s \u2208 ST}<\/em>,<br \/>\n<em>E = {(i, j) | \u2200 i, j \u2208 V \u2a2f V, i \u2260 j}<\/em>,<br \/>\n<em>W = {Num_i_j \/ (\u221aDen_i * \u221aDen_j) | \u2200 (i, j) \u2208 E)}<\/em>, where<br \/>\n<em>Num_i_j = sum of L_w_i * L_w_j * T_w^2 <\/em>for each word <em>w<\/em> in <em>W_i \u2229 W_j<\/em>,<br \/>\n<em>Den_i = sum of (L_w_i * T_w)^2 <\/em>for each word <em>w<\/em> in the <em>i<\/em>-th sentence<\/li>\n<li>for each edge <em>e \u2208 E<\/em> with weight <em>w \u2208 W<\/em>:<br \/>\n<b>\u2003<\/b>if <em>w &gt; T<\/em> then:<br \/>\n<b>\u2003<\/b><b>\u2003<\/b><em>w = 1<\/em><br \/>\n<b>\u2003<\/b>else:<br \/>\n<b>\u2003<\/b><b>\u2003<\/b><em>E = E \\ {e}<\/em><\/li>\n<li>for each remaining edge <em>(i, j) \u2208 E<\/em> with weight <em>w \u2208 W<\/em>:<br \/>\n<b>\u2003<\/b><em>w = w \/ (D_i * D_j)<\/em><br \/>\n, where <em>D_i<\/em> is the <em>i<\/em>-th vertex degree<\/li>\n<li>let <em>M<\/em> be an incidence matrix of the resulting graph <em>G<\/em><\/li>\n<li>for each element <em>(i, j) \u2208 M<\/em> with value <em>M_i_j <\/em>and corresponding edge weight <em>w \u2208 W<\/em>:<br \/>\n<b>\u2003<\/b>if <em>M_i_j \u2260 0<\/em> then:<br \/>\n<b>\u2003<\/b><b>\u2003<\/b><em>M_i_j = w<\/em><\/li>\n<li>let <em>R<\/em> be a <em>N<\/em>-vector; initially <em>R = (1 \/ N, 1 \/ N, &#8230;, 1 \/ N)<\/em><\/li>\n<li>while the Euclidean norm of <em>R<\/em> values at the current and previous iterations is greater than <em>ET<\/em>:<br \/>\n<b>\u2003<\/b><em>R = M^T \u2a2f R<\/em><\/li>\n<li>sort R in descending order<\/li>\n<li>extract the <em>L<\/em> most valuable sentences from <em>ST<\/em> corresponding to the first <em>L<\/em> coordinates of <em>R<\/em><\/li>\n<li>join the extracted sentences into the summary <em>S <\/em>in the order of appearance in <em>ST<\/em> and return <em>S<\/em><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><b>User interface description<\/b><\/p>\n<p>The interface of the service is shown in Figure 1.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui-1.png\" class=\"grouped_elements\" rel=\"tc-fancybox-group8594\" title=\"Text Summarizer\"><img loading=\"lazy\" class=\"wp-image-8769 size-large aligncenter\" src=\"https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui-1-1024x630.png\" alt=\"\" width=\"1024\" height=\"630\" srcset=\"https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui-1-1024x630.png 1024w, https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui-1-300x185.png 300w, https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui-1-768x473.png 768w, https:\/\/ssrlab.by\/wp-content\/uploads\/2021\/02\/ui-1.png 1314w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p style=\"text-align: center;\">Figure 1 \u2013 Graphical interface of the service \u00abText Summarizer\u00bb<\/p>\n<p>The interface has the following areas:<\/p>\n<ol>\n<li>source text input field<\/li>\n<li>threshold input field<\/li>\n<li>error tolerance input field<\/li>\n<li>summary length input field<\/li>\n<li>start summarization button<\/li>\n<li>summary output field<\/li>\n<\/ol>\n<p>Possible scenario for working with the service:<\/p>\n<ol>\n<li>enter any text data in the source text input field (1)<\/li>\n<li>specify the summary sentences number (4)<\/li>\n<li>press the \u00abSummarize\u00bb button (5)<\/li>\n<li>analyze the resulting summary (6)<\/li>\n<li>fine tune the algorithm parameters if necessary (2, 3)<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><b>Access to the service via the API<\/b><\/p>\n<p>To access the \u00abText Summarizer\u00bb via the API, you need to send an AJAX request of the POST type to the address https:\/\/corpus.by\/TextSummarizer\/api. The following parameters are passed through the <strong><em>data<\/em><\/strong> array:<\/p>\n<ul>\n<li><em>text<\/em> \u2013 text to summarize (mandatory)<\/li>\n<li><em>threshold<\/em> \u2013 threshold parameter (optional, 0.05 by default)<\/li>\n<li><em>tolerance<\/em> \u2013 error tolerance parameter (optional, 0.1 by default)<\/li>\n<li><em>length<\/em> \u2013 summary length in sentences (optional, 5 by default)<\/li>\n<\/ul>\n<p>Example of AJAX-request:<\/p>\n<blockquote><p><span style=\"font-family: 'courier new', courier, monospace; font-size: 12px;\">$.ajax({<br \/>\n<b>\u00a0<\/b>type: \u201cPOST\u201d,<br \/>\n<b>\u00a0<\/b>url: \u201chttps:\/\/corpus.by\/TextSummarizer\/api\u201d,<br \/>\n<b>\u00a0<\/b>data: {<br \/>\n<b>\u00a0<\/b><b>\u00a0<\/b>\u201ctext\u201d: \u201c\u0411\u0440\u044d\u0441\u0442 \u2014 \u0433\u043e\u0440\u0430\u0434 \u0443 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456, \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0446\u044b\u0439\u043d\u044b \u0446\u044d\u043d\u0442\u0440 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0439 \u0432\u043e\u0431\u043b\u0430\u0441\u0446\u0456 \u0456 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0433\u0430 \u0440\u0430\u0451\u043d\u0430, \u043d\u0430 \u0440\u0430\u0446\u044d \u0417\u0430\u0445\u043e\u0434\u043d\u0456 \u0411\u0443\u0433 \u043f\u0440\u044b \u045e\u043f\u0430\u0434\u0437\u0435\u043d\u043d\u0456 \u045e \u044f\u0433\u043e \u041c\u0443\u0445\u0430\u045e\u0446\u0430. \u0417\u0430 349 \u043a\u043c \u0430\u0434 \u041c\u0456\u043d\u0441\u043a\u0430. \u0422\u044d\u0440\u044b\u0442\u043e\u0440\u044b\u044f \u0433\u043e\u0440\u0430\u0434\u0430 \u2014 146,12 \u043a\u043c\u00b2. \u041d\u0430\u0441\u0435\u043b\u044c\u043d\u0456\u0446\u0442\u0432\u0430 343 985 \u0447\u0430\u043b. \u0417\u2019\u044f\u045e\u043b\u044f\u0435\u0446\u0446\u0430 \u0430\u0434\u043d\u044b\u043c \u0437 \u043d\u0430\u0439\u0432\u0430\u0436\u043d\u0435\u0439\u0448\u044b\u0445 \u0442\u0440\u0430\u043d\u0441\u043f\u0430\u0440\u0442\u043d\u044b\u0445 \u0432\u0443\u0437\u043b\u043e\u045e \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456. \u042d\u043a\u0430\u043d\u0430\u043c\u0456\u0447\u043d\u044b \u0456 \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b \u0446\u044d\u043d\u0442\u0440, \u0432\u0443\u0437\u0435\u043b \u0447\u044b\u0433\u0443\u043d\u0430\u043a \u0456 \u0430\u045e\u0442\u0430\u043c\u0430\u0431\u0456\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u0440\u043e\u0433, \u0430\u044d\u0440\u0430\u043f\u043e\u0440\u0442, \u0440\u0430\u0447\u043d\u044b \u043f\u043e\u0440\u0442, \u0437\u0432\u044f\u0437\u0430\u043d\u044b \u0414\u043d\u044f\u043f\u0440\u043e\u045e\u0441\u043a\u0430-\u0411\u0443\u0433\u0441\u043a\u0456\u043c \u043a\u0430\u043d\u0430\u043b\u0430\u043c \u0437 \u0431\u0430\u0441\u0435\u0439\u043d\u0430\u043c\u0456 \u0414\u043d\u044f\u043f\u0440\u0430 \u0456 \u041f\u0440\u044b\u043f\u044f\u0446\u0456. \u0423\u043f\u0435\u0440\u0448\u044b\u043d\u044e \u0437\u0433\u0430\u0434\u0432\u0430\u0435\u0446\u0446\u0430 \u045e \u00ab\u0410\u043f\u043e\u0432\u0435\u0441\u0446\u0456 \u043c\u0456\u043d\u0443\u043b\u044b\u0445 \u0433\u0430\u0434\u043e\u045e\u00bb \u043f\u0430\u0434 \u043d\u0430\u0437\u0432\u0430\u044e \u0411\u0435\u0301\u0440\u0435\u0441\u0442\u044c\u0435, \u0443 \u0433\u0456\u0441\u0442\u0430\u0440\u044b\u0447\u043d\u044b\u0445 \u043a\u0440\u044b\u043d\u0456\u0446\u0430\u0445 \u0442\u0430\u043a\u0441\u0430\u043c\u0430 \u0441\u0443\u0441\u0442\u0440\u0430\u044e\u0446\u0446\u0430 \u043d\u0430\u043f\u0456\u0441\u0430\u043d\u043d\u0456 \u0411\u0435\u0440\u0435\u0441\u0442\u0435, \u0411\u0435\u0440\u0435\u0441\u0442\u044c, \u0443 \u043d\u044f\u043c\u0435\u0446\u043a\u0456\u0445 \u043b\u0435\u0442\u0430\u043f\u0456\u0441\u0430\u0445 \u0411\u0440\u044d\u0439\u0437\u0456\u043a\u0430. \u0422\u0430\u043f\u043e\u043d\u0456\u043c \u00ab\u0411\u0435\u0440\u0430\u0441\u0446\u0435\u00bb \u045e\u0442\u0432\u0430\u0440\u044b\u045e\u0441\u044f \u0430\u0434 \u0441\u043b\u043e\u0432\u0430 \u00ab\u0431\u0435\u0301\u0440\u0430\u0441\u0442\u00bb, \u00ab\u0431\u0435\u0301\u0440\u0430\u0441\u0446\u044c\u00bb (\u0434\u0440\u044d\u0432\u0430\u0432\u0430\u044f \u0446\u0456 \u043a\u0443\u0441\u0442\u0430\u0432\u0430\u044f \u0440\u0430\u0441\u043b\u0456\u043d\u0430 \u0441\u044f\u043c\u0435\u0439\u0441\u0442\u0432\u0430 \u0432\u044f\u0437\u0430\u0432\u044b\u0445). \u0417\u043d\u0430\u0447\u044d\u043d\u043d\u0435 \u043c\u0430\u0435 \u0445\u0443\u0442\u0447\u044d\u0439 \u0437\u0430 \u045e\u0441\u0451 \u0437\u0431\u043e\u0440\u043d\u0430\u0435 \u2014 \u0431\u0435\u0440\u0430\u0441\u0442\u0430\u0432\u044b \u0433\u0430\u0439.\u201d,<br \/>\n<b>\u00a0<\/b><b>\u00a0<\/b>\u201cthreshold\u201d: \u201c0.05\u201d,<br \/>\n<b>\u00a0<\/b><b>\u00a0<\/b>\u201clength\u201d: \u201c1\u201d,<br \/>\n<b>\u00a0<\/b>},<br \/>\n<b>\u00a0<\/b>origin: \u201c*\u201d,<br \/>\n<b>\u00a0<\/b>contentType: \u201capplication\/json; charset=utf-8\u201d,<br \/>\n<b>\u00a0<\/b>headers: {<br \/>\n<b>\u00a0<\/b><b>\u00a0<\/b>\u201cx-api-key\u201d : \u201c123\u201d<br \/>\n<b>\u00a0<\/b>},<br \/>\n<b>\u00a0<\/b>success: function(msg) { },<br \/>\n<b>\u00a0<\/b>error: function(err) { }<br \/>\n});<\/span><\/p><\/blockquote>\n<p>The server returns a JSON-array with the following keys:<\/p>\n<ul>\n<li><em>text<\/em> \u2013 text to summarize<\/li>\n<li><em>threshold<\/em> \u2013 threshold parameter<\/li>\n<li><em>tolerance<\/em> \u2013 error tolerance parameter<\/li>\n<li><em>length<\/em> \u2013 summary length in sentences<\/li>\n<li><em>summary<\/em> \u2013 resulting summary<\/li>\n<\/ul>\n<p>For example, the following reply will be formed on the above listed AJAX-request:<\/p>\n<blockquote><p><span style=\"font-family: 'courier new', courier, monospace; font-size: 12px;\">{<br \/>\n<b>\u00a0<\/b>\u201ctext\u201d: \u201c\u0411\u0440\u044d\u0441\u0442 \u2014 \u0433\u043e\u0440\u0430\u0434 \u0443 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456, \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0446\u044b\u0439\u043d\u044b \u0446\u044d\u043d\u0442\u0440 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0439 \u0432\u043e\u0431\u043b\u0430\u0441\u0446\u0456 \u0456 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0433\u0430 \u0440\u0430\u0451\u043d\u0430, \u043d\u0430 \u0440\u0430\u0446\u044d \u0417\u0430\u0445\u043e\u0434\u043d\u0456 \u0411\u0443\u0433 \u043f\u0440\u044b \u045e\u043f\u0430\u0434\u0437\u0435\u043d\u043d\u0456 \u045e \u044f\u0433\u043e \u041c\u0443\u0445\u0430\u045e\u0446\u0430. \u0417\u0430 349 \u043a\u043c \u0430\u0434 \u041c\u0456\u043d\u0441\u043a\u0430. \u0422\u044d\u0440\u044b\u0442\u043e\u0440\u044b\u044f \u0433\u043e\u0440\u0430\u0434\u0430 \u2014 146,12 \u043a\u043c\u00b2. \u041d\u0430\u0441\u0435\u043b\u044c\u043d\u0456\u0446\u0442\u0432\u0430 343 985 \u0447\u0430\u043b. \u0417\u2019\u044f\u045e\u043b\u044f\u0435\u0446\u0446\u0430 \u0430\u0434\u043d\u044b\u043c \u0437 \u043d\u0430\u0439\u0432\u0430\u0436\u043d\u0435\u0439\u0448\u044b\u0445 \u0442\u0440\u0430\u043d\u0441\u043f\u0430\u0440\u0442\u043d\u044b\u0445 \u0432\u0443\u0437\u043b\u043e\u045e \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456. \u042d\u043a\u0430\u043d\u0430\u043c\u0456\u0447\u043d\u044b \u0456 \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b \u0446\u044d\u043d\u0442\u0440, \u0432\u0443\u0437\u0435\u043b \u0447\u044b\u0433\u0443\u043d\u0430\u043a \u0456 \u0430\u045e\u0442\u0430\u043c\u0430\u0431\u0456\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u0440\u043e\u0433, \u0430\u044d\u0440\u0430\u043f\u043e\u0440\u0442, \u0440\u0430\u0447\u043d\u044b \u043f\u043e\u0440\u0442, \u0437\u0432\u044f\u0437\u0430\u043d\u044b \u0414\u043d\u044f\u043f\u0440\u043e\u045e\u0441\u043a\u0430-\u0411\u0443\u0433\u0441\u043a\u0456\u043c \u043a\u0430\u043d\u0430\u043b\u0430\u043c \u0437 \u0431\u0430\u0441\u0435\u0439\u043d\u0430\u043c\u0456 \u0414\u043d\u044f\u043f\u0440\u0430 \u0456 \u041f\u0440\u044b\u043f\u044f\u0446\u0456. \u0423\u043f\u0435\u0440\u0448\u044b\u043d\u044e \u0437\u0433\u0430\u0434\u0432\u0430\u0435\u0446\u0446\u0430 \u045e \u00ab\u0410\u043f\u043e\u0432\u0435\u0441\u0446\u0456 \u043c\u0456\u043d\u0443\u043b\u044b\u0445 \u0433\u0430\u0434\u043e\u045e\u00bb \u043f\u0430\u0434 \u043d\u0430\u0437\u0432\u0430\u044e \u0411\u0435\u0301\u0440\u0435\u0441\u0442\u044c\u0435, \u0443 \u0433\u0456\u0441\u0442\u0430\u0440\u044b\u0447\u043d\u044b\u0445 \u043a\u0440\u044b\u043d\u0456\u0446\u0430\u0445 \u0442\u0430\u043a\u0441\u0430\u043c\u0430 \u0441\u0443\u0441\u0442\u0440\u0430\u044e\u0446\u0446\u0430 \u043d\u0430\u043f\u0456\u0441\u0430\u043d\u043d\u0456 \u0411\u0435\u0440\u0435\u0441\u0442\u0435, \u0411\u0435\u0440\u0435\u0441\u0442\u044c, \u0443 \u043d\u044f\u043c\u0435\u0446\u043a\u0456\u0445 \u043b\u0435\u0442\u0430\u043f\u0456\u0441\u0430\u0445 \u0411\u0440\u044d\u0439\u0437\u0456\u043a\u0430. \u0422\u0430\u043f\u043e\u043d\u0456\u043c \u00ab\u0411\u0435\u0440\u0430\u0441\u0446\u0435\u00bb \u045e\u0442\u0432\u0430\u0440\u044b\u045e\u0441\u044f \u0430\u0434 \u0441\u043b\u043e\u0432\u0430 \u00ab\u0431\u0435\u0301\u0440\u0430\u0441\u0442\u00bb, \u00ab\u0431\u0435\u0301\u0440\u0430\u0441\u0446\u044c\u00bb (\u0434\u0440\u044d\u0432\u0430\u0432\u0430\u044f \u0446\u0456 \u043a\u0443\u0441\u0442\u0430\u0432\u0430\u044f \u0440\u0430\u0441\u043b\u0456\u043d\u0430 \u0441\u044f\u043c\u0435\u0439\u0441\u0442\u0432\u0430 \u0432\u044f\u0437\u0430\u0432\u044b\u0445). \u0417\u043d\u0430\u0447\u044d\u043d\u043d\u0435 \u043c\u0430\u0435 \u0445\u0443\u0442\u0447\u044d\u0439 \u0437\u0430 \u045e\u0441\u0451 \u0437\u0431\u043e\u0440\u043d\u0430\u0435 \u2014 \u0431\u0435\u0440\u0430\u0441\u0442\u0430\u0432\u044b \u0433\u0430\u0439.\u201d,<br \/>\n<b>\u00a0<\/b>\u201cthreshold\u201d: \u201c0.05\u201d,<br \/>\n<b>\u00a0<\/b>\u201ctolerance\u201d: \u201c0.1\u201d,<br \/>\n<b>\u00a0<\/b>\u201clength\u201d: \u201c1\u201d,<br \/>\n<b>\u00a0<\/b>\u201csummary\u201d: \u201c\u0411\u0440\u044d\u0441\u0442 \u2014 \u0433\u043e\u0440\u0430\u0434 \u0443 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456, \u0430\u0434\u043c\u0456\u043d\u0456\u0441\u0442\u0440\u0430\u0446\u044b\u0439\u043d\u044b \u0446\u044d\u043d\u0442\u0440 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0439 \u0432\u043e\u0431\u043b\u0430\u0441\u0446\u0456 \u0456 \u0411\u0440\u044d\u0441\u0446\u043a\u0430\u0433\u0430 \u0440\u0430\u0451\u043d\u0430, \u043d\u0430 \u0440\u0430\u0446\u044d \u0417\u0430\u0445\u043e\u0434\u043d\u0456 \u0411\u0443\u0433 \u043f\u0440\u044b \u045e\u043f\u0430\u0434\u0437\u0435\u043d\u043d\u0456 \u045e \u044f\u0433\u043e \u041c\u0443\u0445\u0430\u045e\u0446\u0430.\u201d,<br \/>\n}<\/span><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<p><b>Source references<\/b><\/p>\n<p>Service page \u2013 <a href=\"https:\/\/corpus.by\/TextSummarizer\/?lang=en\" target=\"_blank\" rel=\"noopener\">https:\/\/corpus.by\/TextSummarizer\/?lang=en<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Text Summarizer&#8221;> \u041c\u0430\u043b\u044e\u043d\u0430\u043a 1 \u2013 \u0413\u0440\u0430\u0444\u0456\u0447\u043d\u044b \u0456\u043d\u0442\u044d\u0440\u0444\u0435\u0439\u0441 \u0441\u044d\u0440\u0432\u0456\u0441\u0430 \u00ab\u0420\u044d\u0444\u0435\u0440\u0430\u0442\u0430\u0440 \u0442\u044d\u043a\u0441\u0442\u0443\u00bb \u0406\u043d\u0442\u044d\u0440\u0444\u0435\u0439\u0441 \u043c\u0430\u0435 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u044b\u044f \u0432\u043e\u0431\u043b\u0430\u0441\u0446\u0456: \u043f\u043e\u043b\u0435 \u045e\u0432\u043e\u0434\u0443 \u0437\u044b\u0445\u043e\u0434\u043d\u0430\u0433\u0430 \u0442\u044d\u043a\u0441\u0442\u0430 \u043f\u043e\u043b\u0435 \u045e\u0432\u043e\u0434\u0443 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430 \u00abthreshold\u00bb \u043f\u043e\u043b\u0435 \u045e\u0432\u043e\u0434\u0443 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430 \u00aberror tolerance\u00bb \u043f\u043e\u043b\u0435 \u045e\u0432\u043e\u0434\u0443 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u0441\u043a\u0430\u0437\u0430\u045e \u0443 \u0440\u044d\u0437\u044e\u043c\u044d \u043a\u043d\u043e\u043f\u043a\u0430 \u043f\u0430\u0447\u0430\u0442\u043a\u0443 \u0440\u044d\u0437\u044e\u043c\u0430\u0432\u0430\u043d\u043d\u044f \u043f\u043e\u043b\u0435 \u0432\u044b\u0432\u0430\u0434\u0430 \u0440\u044d\u0437\u044e\u043c\u044d \u041c\u0430\u0433\u0447\u044b\u043c\u044b \u0441\u0446\u044d\u043d\u0430\u0440 \u043f\u0440\u0430\u0446\u044b \u0437 \u0441\u044d\u0440\u0432\u0456\u0441\u0430\u043c: \u0443\u0432\u044f\u0434\u0437\u0456\u0446\u0435 \u043b\u044e\u0431\u044b\u044f \u0442\u044d\u043a\u0441\u0442\u0430\u0432\u044b\u044f \u0434\u0430\u0434\u0437\u0435\u043d\u044b\u044f \u045e \u043f\u043e\u043b\u0435 \u045e\u0432\u043e\u0434\u0443 \u0437\u044b\u0445\u043e\u0434\u043d\u0430\u0433\u0430 \u0442\u044d\u043a\u0441\u0442\u0443 (1) \u0443\u043a\u0430\u0436\u044b\u0446\u0435 [&hellip;]<\/p>\n<a class = \"excerpt\" href=\"https:\/\/ssrlab.by\/en\/8594\">Read more...<\/a>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[5,290,329],"tags":[],"_links":{"self":[{"href":"https:\/\/ssrlab.by\/en\/wp-json\/wp\/v2\/posts\/8594"}],"collection":[{"href":"https:\/\/ssrlab.by\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ssrlab.by\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ssrlab.by\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ssrlab.by\/en\/wp-json\/wp\/v2\/comments?post=8594"}],"version-history":[{"count":15,"href":"https:\/\/ssrlab.by\/en\/wp-json\/wp\/v2\/posts\/8594\/revisions"}],"predecessor-version":[{"id":9118,"href":"https:\/\/ssrlab.by\/en\/wp-json\/wp\/v2\/posts\/8594\/revisions\/9118"}],"wp:attachment":[{"href":"https:\/\/ssrlab.by\/en\/wp-json\/wp\/v2\/media?parent=8594"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ssrlab.by\/en\/wp-json\/wp\/v2\/categories?post=8594"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ssrlab.by\/en\/wp-json\/wp\/v2\/tags?post=8594"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}