{"id":7044,"date":"2015-07-24T12:45:27","date_gmt":"2015-07-24T09:45:27","guid":{"rendered":"http:\/\/mindware.ru\/blog\/?p=7044"},"modified":"2015-07-24T12:45:52","modified_gmt":"2015-07-24T09:45:52","slug":"%d0%ba%d0%be%d0%bc%d0%bf%d1%8c%d1%8e%d1%82%d0%b5%d1%80%d1%8b-%d0%b8%d1%81%d0%ba%d1%83%d1%81%d1%81%d1%82%d0%b2%d0%be%d0%b2%d0%b5%d0%b4%d1%8b","status":"publish","type":"post","link":"https:\/\/mindware.ru\/blog\/%d0%ba%d0%be%d0%bc%d0%bf%d1%8c%d1%8e%d1%82%d0%b5%d1%80%d1%8b-%d0%b8%d1%81%d0%ba%d1%83%d1%81%d1%81%d1%82%d0%b2%d0%be%d0%b2%d0%b5%d0%b4%d1%8b\/","title":{"rendered":"\u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b-\u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u043e\u0432\u0435\u0434\u044b"},"content":{"rendered":"<p><a href=\"https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7174\" src=\"https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?resize=1020%2C763&#038;ssl=1\" alt=\"Frederic Bazille\" width=\"1020\" height=\"763\" srcset=\"https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?w=1200&amp;ssl=1 1200w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?resize=300%2C225&amp;ssl=1 300w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?resize=1024%2C766&amp;ssl=1 1024w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?resize=768%2C575&amp;ssl=1 768w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?resize=250%2C187&amp;ssl=1 250w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?resize=550%2C412&amp;ssl=1 550w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?resize=800%2C599&amp;ssl=1 800w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?resize=241%2C180&amp;ssl=1 241w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?resize=401%2C300&amp;ssl=1 401w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Frederic-Bazille.jpg?resize=668%2C500&amp;ssl=1 668w\" sizes=\"auto, (max-width: 1020px) 100vw, 1020px\" \/><\/a>\u0412 \u043c\u0430\u0435 2015 \u0432\u044b\u0448\u043b\u0430 \u0441\u0442\u0430\u0442\u044c\u044f \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0438\u0437 \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0420\u0443\u0442\u0433\u0435\u0440\u0437 (Saleh &amp; Elgammal, 2015). \u041e\u043d\u0438 \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u043b\u0438 \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u044e \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u0445 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 81,449 \u043a\u0430\u0440\u0442\u0438\u043d 1,119 \u0445\u0443\u0434\u043e\u0436\u043d\u0438\u043a\u043e\u0432, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u0441 15 \u0432\u0435\u043a\u0430 \u0434\u043e \u043d\u0430\u0448\u0438\u0445 \u0434\u043d\u0435\u0439. \u041a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u0430\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u043e\u043d\u0438 \u0441\u043e\u0437\u0434\u0430\u043b\u0438, \u0441\u043c\u043e\u0433\u043b\u0430 \u043d\u0430\u0443\u0447\u0438\u0442\u044c\u0441\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u044b \u043f\u043e \u0441\u0442\u0438\u043b\u044e, \u0436\u0430\u043d\u0440\u0443 \u0438 \u0445\u0443\u0434\u043e\u0436\u043d\u0438\u043a\u0443. \u0422\u043e\u0447\u043d\u043e\u0441\u0442\u044c, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u043e\u043d\u0430 \u0434\u043e\u0441\u0442\u0438\u0433\u043b\u0430 \u0437\u0430 \u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0439 \u0441\u0440\u043e\u043a: 63% \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043f\u043e \u0445\u0443\u0434\u043e\u0436\u043d\u0438\u043a\u0443, 60% &#8212; \u043f\u043e \u0436\u0430\u043d\u0440\u0443, \u0438 45% &#8212; \u043f\u043e \u0441\u0442\u0438\u043b\u044e. \u0427\u0442\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e, \u044d\u0442\u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u043b\u0438 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u0442\u044c \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0444\u0430\u043a\u0442\u044b \u2013 \u0442\u0430\u043a, \u0432\u044b\u044f\u0441\u043d\u0438\u043b\u043e\u0441\u044c. \u0447\u0442\u043e \u043d\u0430 \u0442\u0432\u043e\u0440\u0447\u0435\u0441\u0442\u0432\u043e \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0445\u0443\u0434\u043e\u0436\u043d\u0438\u043a\u043e\u0432 \u0431\u044b\u043b\u043e \u043e\u043a\u0430\u0437\u0430\u043d\u043e \u0432\u043b\u0438\u044f\u043d\u0438\u0435 \u0434\u0440\u0443\u0433\u0438\u0445 \u0442\u0432\u043e\u0440\u0446\u043e\u0432. \u042d\u0442\u043e, \u043f\u043e\u043d\u044f\u0442\u043d\u043e, \u043e\u0431\u044b\u0447\u043d\u043e\u0435 \u0434\u0435\u043b\u043e, \u043d\u043e \u0438\u043c\u0435\u043d\u043d\u043e \u043e\u0431 \u044d\u0442\u0438\u0445 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0445 \u0441\u043b\u0443\u0447\u0430\u044f\u0445 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u043e\u0432\u0435\u0434\u0430\u043c \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e \u043d\u0435 \u0431\u044b\u043b\u043e.<\/p>\n<p><a href=\"https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7175\" src=\"https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?resize=1020%2C1105&#038;ssl=1\" alt=\"Norman Rockwell\" width=\"1020\" height=\"1105\" srcset=\"https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?w=1200&amp;ssl=1 1200w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?resize=277%2C300&amp;ssl=1 277w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?resize=945%2C1024&amp;ssl=1 945w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?resize=768%2C832&amp;ssl=1 768w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?resize=250%2C271&amp;ssl=1 250w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?resize=550%2C596&amp;ssl=1 550w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?resize=800%2C867&amp;ssl=1 800w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?resize=166%2C180&amp;ssl=1 166w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/Norman-Rockwell.jpg?resize=462%2C500&amp;ssl=1 462w\" sizes=\"auto, (max-width: 1020px) 100vw, 1020px\" \/><\/a>\u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u043b, \u0447\u0442\u043e \u043a\u0430\u0440\u0442\u0438\u043d\u0430 \u0444\u0440\u0430\u043d\u0446\u0443\u0437\u0430 \u0424\u0440\u0435\u0434\u0435\u0440\u0438\u043a\u0430 \u0411\u0430\u0437\u0438\u043b\u044f (Frederic Bazille) \u00ab\u041c\u0430\u0441\u0442\u0435\u0440\u0441\u043a\u0430\u044f \u043d\u0430 \u0443\u043b\u0438\u0446\u0435 \u041b\u0430 \u041a\u043e\u043d\u0434\u0430\u043c\u0438\u043d, 9, \u0432 \u041f\u0430\u0440\u0438\u0436\u0435\u00bb, \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043d\u0430\u044f \u0432 1870 \u0433\u043e\u0434\u0443 (\u0432 \u043d\u0430\u0447\u0430\u043b\u0435 \u0441\u0442\u0430\u0442\u044c\u0438), \u0438 \u043a\u0430\u0440\u0442\u0438\u043d\u0430 \u0430\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u0441\u043a\u043e\u0433\u043e \u0445\u0443\u0434\u043e\u0436\u043d\u0438\u043a\u0430 \u041d\u043e\u0440\u043c\u0430\u043d\u0430 \u0420\u043e\u043a\u0443\u044d\u043b\u043b\u0430 (Norman Rockwell) \u00ab\u041f\u0430\u0440\u0438\u043a\u043c\u0430\u0445\u0435\u0440\u0441\u043a\u0430\u044f \u0428\u0430\u0444\u0444\u043b\u0442\u043e\u043d\u0430\u00bb, \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043d\u0430\u044f \u0432 1950 (\u0432\u044b\u0448\u0435 \u044d\u0442\u043e\u0433\u043e \u043f\u0430\u0440\u0430\u0433\u0440\u0430\u0444\u0430) \u0432\u0435\u0441\u044c\u043c\u0430 \u043f\u043e\u0445\u043e\u0436\u0438. \u0410\u0432\u0442\u043e\u0440\u044b \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u0442\u0430\u043b\u0438 \u0438\u0441\u043a\u0430\u0442\u044c \u0441\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u043e \u0442\u0430\u043a\u043e\u043c \u0444\u0430\u043a\u0442\u0435 \u0432 \u0438\u0441\u0442\u043e\u0440\u0438\u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0430, \u043d\u043e \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u043d\u0430\u0448\u043b\u0438 (<a href=\"https:\/\/medium.com\/the-physics-arxiv-blog\/when-a-machine-learning-algorithm-studied-fine-art-paintings-it-saw-things-art-historians-had-never-b8e4e7bf7d3e\" rel=\"nofollow noopener\" target=\"_blank\">\u0441\u0442\u0430\u0442\u044c\u044f \u043f\u0440\u043e \u044d\u0442\u0443 \u043d\u0430\u0445\u043e\u0434\u043a\u0443<\/a>).<a href=\"https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7167\" src=\"https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?resize=1020%2C448&#038;ssl=1\" alt=\"\u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0434\u0432\u0443\u0445 \u043a\u0430\u0440\u0442\u0438\u043d\" width=\"1020\" height=\"448\" srcset=\"https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?w=1115&amp;ssl=1 1115w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?resize=300%2C132&amp;ssl=1 300w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?resize=1024%2C450&amp;ssl=1 1024w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?resize=768%2C338&amp;ssl=1 768w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?resize=250%2C110&amp;ssl=1 250w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?resize=550%2C242&amp;ssl=1 550w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?resize=800%2C352&amp;ssl=1 800w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?resize=410%2C180&amp;ssl=1 410w, https:\/\/i0.wp.com\/mindware.ru\/blog\/wp-content\/uploads\/2015\/07\/comparison.jpg?resize=683%2C300&amp;ssl=1 683w\" sizes=\"auto, (max-width: 1020px) 100vw, 1020px\" \/><\/a>\u0416\u0435\u043b\u0442\u044b\u043c \u0432\u044b\u0434\u0435\u043b\u0435\u043d\u044b \u043e\u0447\u0435\u043d\u044c \u043f\u043e\u0445\u043e\u0436\u0438\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u044b, \u043a\u0440\u0430\u0441\u043d\u044b\u043c \u2013 \u0441\u0445\u043e\u0436\u0430\u044f \u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0446\u0438\u044f, \u0430 \u0441\u0438\u043d\u0438\u043c \u2013 \u0441\u0445\u043e\u0436\u0438\u0435 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043d\u044b\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b. \u0411\u0435\u0437 \u0432\u0441\u044f\u043a\u0438\u0445 \u043d\u0430\u0442\u044f\u0436\u0435\u043a \u043c\u043e\u0436\u043d\u043e \u0441\u043a\u0430\u0437\u0430\u0442\u044c, \u0447\u0442\u043e \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0439 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c \u0441\u0434\u0435\u043b\u0430\u043b, \u043f\u0443\u0441\u0442\u044c \u0438 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0435, \u043d\u043e \u043e\u0442\u043a\u0440\u044b\u0442\u0438\u0435.<\/p>\n<p>\u0421\u0430\u043c\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u043d\u0435 \u0441\u0447\u0438\u0442\u0430\u044e\u0442, \u0447\u0442\u043e \u0442\u0430\u043a\u0438\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0437\u0430\u043c\u0435\u043d\u044f\u0442 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u043e\u0432\u0435\u0434\u043e\u0432, \u043d\u043e, \u043d\u0430 \u043c\u043e\u0439 \u0432\u0437\u0433\u043b\u044f\u0434, \u044d\u0442\u043e \u0441\u043a\u0440\u043e\u043c\u043d\u043e\u0441\u0442\u044c. \u041d\u0435 \u0437\u043d\u0430\u044e \u043a\u0430\u043a \u0432\u044b, \u0430 \u0443 \u043c\u0435\u043d\u044f \u043d\u0435\u0442 \u0441\u043e\u043c\u043d\u0435\u043d\u0438\u0439, \u0447\u0442\u043e \u0432\u0441\u043a\u043e\u0440\u0435 \u043d\u0430 \u044d\u0442\u043e\u043c \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0438 \u0431\u0443\u0434\u0435\u0442 \u0435\u0449\u0435 \u043c\u043d\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0439. \u041a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0443\u0447\u0430\u0442 \u00ab\u043f\u043e\u043d\u0438\u043c\u0430\u0442\u044c\u00bb \u0436\u0438\u0432\u043e\u043f\u0438\u0441\u044c, \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043d\u0430\u0447\u043d\u0435\u0442 \u043f\u0440\u0438\u0431\u043b\u0438\u0436\u0430\u0442\u044c\u0441\u044f \u043a \u043c\u0430\u043a\u0441\u0438\u043c\u0443\u043c\u0443, \u043c\u044b \u0443\u0437\u043d\u0430\u0435\u043c \u0435\u0449\u0435 \u043c\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0445 \u0444\u0430\u043a\u0442\u043e\u0432 \u0438\u0437 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0430. \u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043d\u0430\u0443\u0447\u0430\u0442\u0441\u044f \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u00ab\u043f\u043e\u043d\u0438\u043c\u0430\u0442\u044c\u00bb, \u043d\u043e \u0438 \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u0448\u0435\u0434\u0435\u0432\u0440\u0430\u043b\u044c\u043d\u044b\u0435 \u043a\u0430\u0440\u0442\u0438\u043d\u044b, \u0441\u043a\u0443\u043b\u044c\u043f\u0442\u0443\u0440\u044b \u0438 \u043c\u0443\u0437\u044b\u043a\u0443.<\/p>\n<p>\u0410 \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u0442\u044c \u043d\u0430\u043c?<\/p>\n<p>Saleh, B., &amp; Elgammal, A. (2015). Large-scale Classification of fine-art paintings: Learning the right metric on the right feature. <em>Arxiv.org<\/em>. \u041f\u043e\u043b\u043d\u044b\u0439 \u0442\u0435\u043a\u0441\u0442: <a href=\"http:\/\/arxiv.org\/pdf\/1505.00855v1.pdf\" rel=\"nofollow noopener\" target=\"_blank\">http:\/\/arxiv.org\/pdf\/1505.00855v1.pdf<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0412 \u043c\u0430\u0435 2015 \u0432\u044b\u0448\u043b\u0430 \u0441\u0442\u0430\u0442\u044c\u044f \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0438\u0437 \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0420\u0443\u0442\u0433\u0435\u0440\u0437 (Saleh &amp; Elgammal, 2015). \u041e\u043d\u0438 \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u043b\u0438 \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u044e \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u0445 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 81,449 \u043a\u0430\u0440\u0442\u0438\u043d 1,119 \u0445\u0443\u0434\u043e\u0436\u043d\u0438\u043a\u043e\u0432, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u0441 15 \u0432\u0435\u043a\u0430 \u0434\u043e \u043d\u0430\u0448\u0438\u0445 \u0434\u043d\u0435\u0439. \u041a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u0430\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u043e\u043d\u0438 \u0441\u043e\u0437\u0434\u0430\u043b\u0438, \u0441\u043c\u043e\u0433\u043b\u0430 \u043d\u0430\u0443\u0447\u0438\u0442\u044c\u0441\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u044b \u043f\u043e \u0441\u0442\u0438\u043b\u044e, \u0436\u0430\u043d\u0440\u0443 \u0438 \u0445\u0443\u0434\u043e\u0436\u043d\u0438\u043a\u0443. \u0422\u043e\u0447\u043d\u043e\u0441\u0442\u044c, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u043e\u043d\u0430 \u0434\u043e\u0441\u0442\u0438\u0433\u043b\u0430 \u0437\u0430 \u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0439 \u0441\u0440\u043e\u043a: 63% \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043f\u043e \u0445\u0443\u0434\u043e\u0436\u043d\u0438\u043a\u0443,&hellip; <a class=\"wc-moretag\" href=\"https:\/\/mindware.ru\/blog\/%d0%ba%d0%be%d0%bc%d0%bf%d1%8c%d1%8e%d1%82%d0%b5%d1%80%d1%8b-%d0%b8%d1%81%d0%ba%d1%83%d1%81%d1%81%d1%82%d0%b2%d0%be%d0%b2%d0%b5%d0%b4%d1%8b\/\">Read&nbsp;More<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[1292,830,23],"tags":[1730,1731,1609,888,1732,632,1733],"class_list":["post-7044","post","type-post","status-publish","format-standard","hentry","category-1292","category-830","category-23","tag-1730","tag-1731","tag-1609","tag-888","tag-1732","tag-632","tag-1733"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/pZwE9-1PC","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"jetpack-related-posts":[],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/mindware.ru\/blog\/wp-json\/wp\/v2\/posts\/7044","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mindware.ru\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindware.ru\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindware.ru\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mindware.ru\/blog\/wp-json\/wp\/v2\/comments?post=7044"}],"version-history":[{"count":7,"href":"https:\/\/mindware.ru\/blog\/wp-json\/wp\/v2\/posts\/7044\/revisions"}],"predecessor-version":[{"id":7177,"href":"https:\/\/mindware.ru\/blog\/wp-json\/wp\/v2\/posts\/7044\/revisions\/7177"}],"wp:attachment":[{"href":"https:\/\/mindware.ru\/blog\/wp-json\/wp\/v2\/media?parent=7044"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindware.ru\/blog\/wp-json\/wp\/v2\/categories?post=7044"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindware.ru\/blog\/wp-json\/wp\/v2\/tags?post=7044"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}