{"id":53215,"date":"2023-01-01T12:00:51","date_gmt":"2023-01-01T12:00:51","guid":{"rendered":"https:\/\/informaticsjournal.net\/?p=53215"},"modified":"2026-10-28T06:07:46","modified_gmt":"2026-10-28T06:07:46","slug":"%d8%aa%d8%b9%d8%b2%d9%8a%d8%b2-%d8%a7%d9%84%d8%b9%d9%84%d9%85-%d8%a7%d9%84%d9%85%d9%81%d8%aa%d9%88%d8%ad-%d8%a8%d8%a7%d9%84%d9%82%d9%8a%d8%a7%d8%b3%d8%a7%d8%aa-%d8%a7%d9%84%d8%a8%d8%a8%d9%84%d9%8a","status":"publish","type":"post","link":"https:\/\/informaticsjournal.net\/?p=53215","title":{"rendered":"\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0639\u0644\u0645 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0628\u0627\u0644\u0642\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0628\u0628\u0644\u064a\u0648\u0645\u062a\u0631\u064a\u0629: \u062f\u0644\u064a\u0644 \u0639\u0645\u0644\u064a \u0644\u0628\u0646\u0627\u0621 \u0645\u0631\u0635\u062f \u0644\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0641\u062a\u0648\u062d"},"content":{"rendered":"<div dir=\"rtl\">\n<h2><strong>1. 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\u0627\u0644\u0623\u0648\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u0641\u0631\u0646\u0633\u064a\u0629 \u0645\u0646 2013 \u0625\u0644\u0649 2019. \u0648\u0644\u0623\u0646 \u0627\u0644\u0645\u0631\u0635\u062f \u0627\u0644\u0648\u0637\u0646\u064a \u0645\u0634\u0631\u0648\u0639 \u0645\u0648\u062c\u0647 \u0646\u062d\u0648 \u0627\u0644\u0639\u0644\u0645 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u060c \u0644\u0645 \u064a\u0643\u0646 \u0628\u0648\u0633\u0639\u0647 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u060c \u0645\u062b\u0644 <bdi dir=\"ltr\">(Web of Science)<\/bdi>. \u0644\u0630\u0644\u0643 \u0623\u0646\u0634\u0623 \u0641\u0631\u064a\u0642 \u0645\u0637\u0648\u0631\u064a \u0627\u0644\u0648\u0632\u0627\u0631\u0629 \u0645\u062d\u0644\u0644\u0627\u062a <bdi dir=\"ltr\">(parsers)<\/bdi>\u060c \u0623\u064a \u0623\u062f\u0648\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0627\u0646\u062a\u0645\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0629 \u0627\u0644\u0641\u0631\u0646\u0633\u064a\u0629. \u0648\u0644\u0645 \u064a\u0643\u0646 \u0645\u0645\u0643\u0646\u064b\u0627 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0639\u0645\u0644 \u0645\u0645\u0627\u062b\u0644 \u0644\u062c\u0627\u0645\u0639\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0644\u0643\u062b\u0631\u0629 \u0635\u064a\u063a \u0627\u0644\u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0641\u064a \u0627\u0644\u0627\u0646\u062a\u0645\u0627\u0621\u0627\u062a\u060c \u0641\u0643\u0627\u0646 \u0644\u0627 \u0628\u062f \u0645\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0628\u062f\u064a\u0644\u0629.<\/p>\n<p>\u0648\u0644\u0628\u0646\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0629\u060c \u0643\u0627\u0646 \u0639\u0644\u0649 \u0623\u0645\u064a\u0646\u0629 \u0645\u0643\u062a\u0628\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0646 \u062a\u062e\u062a\u0627\u0631 \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0645\u0646\u0647\u0627\u060c \u0648\u062a\u0634\u062a\u0631\u0643 \u0641\u064a\u0647\u0627 \u0627\u0644\u0645\u0624\u0633\u0633\u0629\u060c \u0648\u062a\u0643\u0648\u0646 \u0627\u0644\u0627\u0646\u062a\u0645\u0627\u0621\u0627\u062a \u0641\u064a\u0647\u0627 \u0645\u0648\u062b\u0648\u0642\u0629. \u0648\u0628\u0639\u062f \u0639\u062f\u0629 \u0645\u062d\u0627\u0648\u0644\u0627\u062a\u060c \u0648\u0642\u0639 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0639\u0644\u0649 \u0645\u0632\u064a\u062c \u0645\u0646 \u062e\u0645\u0633\u0629 \u0645\u0635\u0627\u062f\u0631 \u0645\u062e\u062a\u0644\u0641\u0629: <bdi dir=\"ltr\">(Web of Science)<\/bdi>\u060c \u0648<bdi dir=\"ltr\">(PubMed)<\/bdi>\u060c \u0648\u0627\u0644\u0623\u0631\u0634\u064a\u0641 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0644\u0644\u062c\u0627\u0645\u0639\u0629 <bdi dir=\"ltr\">(HAL-UL)<\/bdi>\u060c \u0648<bdi dir=\"ltr\">(Lens.org)<\/bdi>\u060c \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0631\u0633\u0648\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a <bdi dir=\"ltr\">(article processing charges)<\/bdi>.<\/p>\n<p>\u0644\u0645\u0627\u0630\u0627 \u0627\u062e\u062a\u064a\u0631\u062a \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0630\u0647\u061f \u0625\u0646 <bdi dir=\"ltr\">(Web of Science)<\/bdi> \u0645\u0631\u062c\u0639 \u062f\u0648\u0644\u064a \u0641\u064a \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u0639\u0644\u0645\u064a\u0629. \u0648\u062a\u0631\u0627\u0642\u0628 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0643\u0634\u0641\u0629 \u0641\u064a <bdi dir=\"ltr\">(Web of Science)<\/bdi>\u061b \u0644\u0630\u0644\u0643 \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0639\u062a\u0628\u0627\u0631 \u0647\u0630\u0627 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0648\u062b\u0648\u0642\u064b\u0627. \u0644\u0643\u0646 <bdi dir=\"ltr\">(Web of Science)<\/bdi> \u063a\u064a\u0631 \u0645\u0635\u0645\u0645 \u0644\u064a\u0643\u0648\u0646 \u0634\u0627\u0645\u0644\u064b\u0627\u060c \u0648\u0644\u0647\u0630\u0627 \u0643\u0627\u0646 \u0644\u0627 \u0628\u062f \u0645\u0646 \u0627\u0633\u062a\u0643\u0645\u0627\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0630\u0647 \u0628\u0645\u0635\u0627\u062f\u0631 \u0623\u062e\u0631\u0649.<\/p>\n<p>\u0648<bdi dir=\"ltr\">(PubMed)<\/bdi> \u0623\u064a\u0636\u064b\u0627 \u0645\u0631\u062c\u0639 \u0639\u0627\u0644\u0645\u064a\u060c \u0648\u0639\u064f\u062f\u0651\u062a \u0627\u0644\u0627\u0646\u062a\u0645\u0627\u0621\u0627\u062a \u0641\u064a\u0647 \u0645\u0648\u062b\u0648\u0642\u0629 \u0643\u0630\u0644\u0643 \u0628\u0639\u062f \u0639\u062f\u0629 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a. \u0648\u0643\u0627\u0646 \u0627\u0644\u0623\u0631\u0634\u064a\u0641 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0644\u0644\u062c\u0627\u0645\u0639\u0629\u060c <bdi dir=\"ltr\">(HAL-UL)<\/bdi>\u060c \u0628\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u062d\u0627\u0644 \u0645\u0635\u062f\u0631\u064b\u0627 \u0645\u0647\u0645\u064b\u0627 \u0623\u064a\u0636\u064b\u0627\u060c \u0625\u0630 \u064a\u0631\u0627\u0642\u0628 \u0645\u0648\u0638\u0641\u0648 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0643\u0644 \u0625\u064a\u062f\u0627\u0639 \u0648\u064a\u062a\u0627\u0628\u0639\u0648\u0646\u0647. \u0648\u0645\u0639 \u0623\u0646 \u0628\u0639\u0636 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a\u060c \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u064a\u0647\u0627 \u0641\u064a <bdi dir=\"ltr\">(Web of Science)<\/bdi> \u0645\u062b\u0644\u064b\u0627\u060c \u063a\u064a\u0631 \u0645\u0648\u062f\u0639\u0629 \u0641\u064a <bdi dir=\"ltr\">(HAL)<\/bdi>\u060c \u0641\u0625\u0646\u0647 \u064a\u0638\u0644 \u0645\u0635\u062f\u0631\u064b\u0627 \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647\u060c \u0634\u0623\u0646\u0647 \u0634\u0623\u0646 \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u062f\u0641\u0639\u062a \u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0639\u0646\u0647\u0627 \u0631\u0633\u0648\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a. \u0648\u0623\u062e\u064a\u0631\u064b\u0627\u060c \u0639\u064f\u062f\u0651 <bdi dir=\"ltr\">(Lens.org)<\/bdi> \u0623\u064a\u0636\u064b\u0627 \u0645\u0635\u062f\u0631\u064b\u0627 \u0645\u0648\u062b\u0648\u0642\u064b\u0627 \u0628\u0639\u062f \u0628\u0639\u0636 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a.<\/p>\n<p>\u0648\u0644\u0627 \u062a\u0633\u0645\u062d \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0630\u0647 \u0643\u0644\u0647\u0627 \u0628\u0627\u0644\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0628\u0627\u0644\u0635\u064a\u063a\u0629 \u0646\u0641\u0633\u0647\u0627. \u0648\u0641\u0636\u0644\u064b\u0627 \u0639\u0646 \u0630\u0644\u0643\u060c \u064a\u062a\u0627\u062d \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0641\u064a \u0639\u062f\u0629 \u0645\u0635\u0627\u062f\u0631 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647\u060c \u0645\u062b\u0644\u064b\u0627 \u0641\u064a <bdi dir=\"ltr\">(Web of Science)<\/bdi> \u0648\u0641\u064a \u0627\u0644\u0623\u0631\u0634\u064a\u0641 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0644\u0644\u062c\u0627\u0645\u0639\u0629. \u0644\u0630\u0644\u0643 \u0643\u0627\u0646 \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0645\u0637\u0627\u0628\u0642\u0629 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0645\u0646\u0647\u0627\u060c \u0648\u062a\u0648\u062d\u064a\u062f\u0647\u0627\u060c \u0644\u0644\u062d\u0635\u0648\u0644 \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0639\u0644\u0649 \u0642\u0627\u0626\u0645\u0629 \u0645\u0648\u062d\u062f\u0629.<\/p>\n<p>\u0648\u0644\u063a\u0629 <bdi dir=\"ltr\">(Python)<\/bdi> \u0645\u0644\u0627\u0626\u0645\u0629 \u0628\u0648\u062c\u0647 \u062e\u0627\u0635 \u0644\u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u0644\u0645\u0644\u0641\u0627\u062a. \u0648\u062a\u0645\u062b\u0644\u062a \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0634\u064a\u0641\u0631\u0629 \u062a\u062a\u064a\u062d \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0634\u062f\u064a\u062f\u0629 \u0627\u0644\u062a\u0628\u0627\u064a\u0646\u060c \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0639\u0631\u0651\u0641\u0627\u062a <bdi dir=\"ltr\">(DOI)<\/bdi> \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629. \u0648\u0623\u062a\u0627\u062d\u062a \u0644\u0646\u0627 \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0628\u0646\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0646\u062d\u0648 20,500 \u0645\u0646\u0634\u0648\u0631 \u0644\u0644\u0645\u062f\u0629 2016\u20132020\u060c \u0623\u064a \u0646\u062d\u0648 4,100 \u0645\u0646\u0634\u0648\u0631 \u0641\u064a \u0627\u0644\u0633\u0646\u0629 \u0644\u06404,000 \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u062a\u0630\u0629 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 (\u0645\u0646\u0647\u0645 2,400 \u0641\u0642\u0637 \u0628\u0627\u062d\u062b\u0648\u0646).<\/p>\n<p>\u0648\u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0645\u0647\u0645\u0629 \u0641\u064a \u062d\u062f \u0630\u0627\u062a\u0647\u0627. \u0641\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0641\u0631\u0646\u0633\u0627 \u064a\u0639\u062a\u0645\u062f \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062c\u0644\u0629 \u0641\u064a <bdi dir=\"ltr\">(Web of Science)<\/bdi>\u060c \u0648\u0647\u0648 \u0623\u0628\u0639\u062f \u0645\u0627 \u064a\u0643\u0648\u0646 \u0639\u0646 \u0627\u0644\u0634\u0645\u0648\u0644. \u0648\u0627\u0644\u062d\u0627\u0644 \u0623\u0646 \u0646\u062d\u0648 20% \u0645\u0646 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a <bdi dir=\"ltr\">(Web of Science)<\/bdi>\u060c \u0648\u0647\u064a \u0646\u0633\u0628\u0629 \u0643\u0628\u064a\u0631\u0629.<\/p>\n<h2><strong>2.3. \u0625\u0639\u0627\u062f\u0629 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0637\u0646\u064a\u0629 \u0628\u0644\u063a\u0629 <bdi dir=\"ltr\">(Python)<\/bdi>:<\/strong><\/h2>\n<p>\u0643\u0627\u0646\u062a \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0645\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629. \u0648\u0642\u062f \u0643\u064f\u062a\u0628\u062a \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0644\u0644\u0645\u0631\u0635\u062f \u0627\u0644\u0648\u0637\u0646\u064a \u0628\u0644\u063a\u0629 <bdi dir=\"ltr\">(JavaScript)<\/bdi>\u060c \u0648\u0647\u064a \u0644\u063a\u0629 \u0644\u0645 \u062a\u0643\u0646 \u0644\u062f\u064a\u0646\u0627 \u0641\u064a\u0647\u0627 \u0623\u064a \u0645\u0647\u0627\u0631\u0627\u062a \u062f\u0627\u062e\u0644\u064a\u0629. \u0648\u0644\u0647\u0630\u0627 \u0623\u064f\u0639\u064a\u062f\u062a \u0643\u062a\u0627\u0628\u0629 \u0647\u0630\u0647 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0643\u0627\u0645\u0644\u0629 \u0628\u0644\u063a\u0629 <bdi dir=\"ltr\">(Python)<\/bdi>.<\/p>\n<p>\u0623\u0645\u0627 \u0627\u0644\u0646\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a \u0627\u0644\u0630\u064a \u064a\u062d\u062f\u062f \u062d\u0627\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 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\u0648\u0623\u064f\u0639\u064a\u062f \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a \u0643\u0645\u0627 \u0647\u0648 \u0641\u064a \u0645\u0631\u0635\u062f \u0644\u0648\u0631\u064a\u0646. \u0643\u0645\u0627 \u0623\u064f\u0639\u064a\u062f \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0627\u0644\u0646\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a \u0644\u0644\u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u0630\u064a \u064a\u0633\u0646\u062f \u062a\u062e\u0635\u0635\u064b\u0627 \u0625\u0644\u0649 \u0643\u0644 \u0645\u0646\u0634\u0648\u0631. \u0648\u0623\u062e\u064a\u0631\u064b\u0627\u060c \u0643\u0627\u0646 \u0644\u0627 \u0628\u062f \u0645\u0646 \u062c\u0645\u0639 \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0643\u0644\u0647\u0627 \u0641\u064a \u0643\u064a\u0627\u0646 \u0648\u0627\u062d\u062f \u0645\u062a\u0645\u0627\u0633\u0643.<\/p>\n<p>\u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0625\u0646\u0634\u0627\u0621 \u0645\u0631\u0635\u062f \u0644\u0644\u0639\u0644\u0645 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u064a \u0645\u0648\u0636\u0639 \u0627\u0647\u062a\u0645\u0627\u0645 \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0648\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0623\u062e\u0631\u0649 \u0641\u064a \u0641\u0631\u0646\u0633\u0627. \u0648\u0644\u0647\u0630\u0627 \u0628\u062f\u0627 \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u062c\u062f\u064b\u0627 \u0627\u0644\u062a\u0641\u0643\u064a\u0631\u060c \u0645\u0646\u0630 \u0628\u062f\u0627\u064a\u0629 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0641\u064a \u0643\u064a\u0641\u064a\u0629 \u0625\u0639\u0627\u062f\u0629 \u0627\u0633\u062a\u0639\u0645\u0627\u0644\u0647. \u0648\u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u0627\u062e\u062a\u064a\u0631\u062a \u0623\u062f\u0648\u0627\u062a \u062d\u0631\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0634\u064a\u0641\u0631\u0629\u060c \u0647\u064a <bdi dir=\"ltr\">(Gitlab)<\/bdi> \u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629\u060c \u0648\u062f\u0641\u0627\u062a\u0631 <bdi dir=\"ltr\">(Jupyter notebooks)<\/bdi> \u0644\u0644\u0634\u064a\u0641\u0631\u0629 \u0646\u0641\u0633\u0647\u0627.<\/p>\n<p>\u0648\u0643\u0627\u0646\u062a \u0627\u0644\u0641\u0643\u0631\u0629 \u062a\u0642\u062f\u064a\u0645 \u0623\u062f\u0627\u0629 \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u062a\u0646\u0632\u064a\u0644\u0647\u0627 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\u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0644\u0623\u0646\u0647\u0627 \u062a\u062a\u064a\u062d \u0627\u0644\u062a\u062d\u0642\u0642 \u0641\u064a \u0643\u0644 \u062e\u0637\u0648\u0629 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0623\u0646 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u062a\u0639\u0645\u0644 \u0643\u0645\u0627 \u0647\u0648 \u0645\u062a\u0648\u0642\u0639. \u0648\u0647\u064a \u0623\u064a\u0636\u064b\u0627 \u0639\u0645\u0644\u064a\u0629 \u062c\u062f\u064b\u0627 \u0644\u0634\u0631\u062d \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646. \u0625\u0630 \u064a\u0645\u0643\u0646 \u0625\u0636\u0627\u0641\u0629 \u0646\u0635\u0648\u0635 \u0648\u0635\u0648\u0631 \u0625\u0644\u0649 \u0627\u0644\u062f\u0641\u0627\u062a\u0631 \u0644\u062c\u0639\u0644 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0623\u064a\u0633\u0631 \u0641\u0647\u0645\u064b\u0627.<\/p>\n<p>\u0648\u0643\u0644 \u0633\u0637\u0631 \u0645\u0646 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0645\u0632\u0648\u062f \u0628\u062a\u0639\u0644\u064a\u0642 \u062a\u0648\u0636\u064a\u062d\u064a \u0644\u0643\u064a \u064a\u062a\u0645\u0643\u0646 \u0623\u064a \u0634\u062e\u0635\u060c \u062d\u062a\u0649 \u062f\u0648\u0646 \u0623\u064a \u0645\u0639\u0631\u0641\u0629 \u0628\u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0645\u0646 \u0641\u0647\u0645\u0647 \u0648\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0634\u064a\u0641\u0631\u0629\u060c \u0645\u062b\u0644\u064b\u0627 \u0628\u062a\u063a\u064a\u064a\u0631 \u0627\u0633\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u0629.<\/p>\n<h2><strong>2.4. \u0645\u0627 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u061f:<\/strong><\/h2>\n<p>\u0644\u0646\u0646\u0638\u0631 \u0639\u0646 \u0643\u062b\u0628 \u0641\u064a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u064a \u062d\u064f\u0635\u0644 \u0639\u0644\u064a\u0647\u0627 \u0639\u0627\u0645 2021. \u0643\u0627\u0646 \u0645\u0631\u0635\u062f 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dir=\"ltr\">(Bracco, 2020)<\/bdi>.<\/p>\n<p>\u062a\u0642\u062f\u0645 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0646\u0638\u0631\u0629 \u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0639\u0644\u0649 \u0633\u0646\u0629 \u0648\u0627\u062d\u062f\u0629. \u0648\u0642\u062f \u0623\u064f\u0639\u062f\u0651\u062a \u0647\u0630\u0647 \u0627\u0644\u0646\u0633\u062e\u0629 \u0645\u0646 \u0645\u0631\u0635\u062f \u062c\u0627\u0645\u0639\u0629 \u0644\u0648\u0631\u064a\u0646 \u0641\u064a \u064a\u0646\u0627\u064a\u0631 2021\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0633\u0646\u0629 2019. \u0641\u0641\u064a \u064a\u0646\u0627\u064a\u0631 2021\u060c \u0644\u0645 \u064a\u0643\u0646 \u0643\u062b\u064a\u0631 \u0645\u0646 \u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0633\u0646\u0629 2020 \u0642\u062f \u0627\u0633\u062a\u0648\u0641\u0649 \u0627\u0644\u0634\u0631\u0648\u0637 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0644\u0644\u0625\u062a\u0627\u062d\u0629 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\u0627\u0633\u062a\u0639\u0645\u0627\u0644\u0647.<\/p>\n<p>\u0648\u0644\u064a\u0633 \u0627\u0644\u063a\u0631\u0636 \u0645\u0646\u0647 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0628\u062d\u062b\u060c \u0628\u0644 \u0623\u0646 \u064a\u0635\u0628\u062d \u0623\u062f\u0627\u0629 \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0639\u0644\u0649 \u0648\u0636\u0639 \u062e\u0637\u0629 \u0639\u0645\u0644 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0646\u0647\u0648\u0636 \u0628\u0627\u0644\u0639\u0644\u0645 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u064a.<\/p>\n<h2><strong>3.3. \u0645\u0647\u0627\u0631\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0643\u062a\u0628\u0629:<\/strong><\/h2>\n<p>\u064a\u0645\u062b\u0644 \u0647\u0630\u0627 \u0627\u0644\u0639\u0645\u0644 \u0625\u0646\u062c\u0627\u0632\u064b\u0627 \u0645\u0647\u0645\u064b\u0627 \u0644\u062c\u0627\u0645\u0639\u062a\u0646\u0627. \u0644\u0643\u0646 \u0628\u0644\u0648\u063a\u0647 \u062a\u0637\u0644\u0651\u0628 \u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0627\u0631\u0627\u062a \u0643\u062b\u064a\u0631\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0643\u062a\u0628\u0629. \u0641\u0644\u0645 \u064a\u0634\u0627\u0631\u0643 \u0641\u064a \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0625\u0644\u0627 \u0634\u062e\u0635 \u0648\u0627\u062d\u062f \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0644\u0648\u0631\u064a\u0646\u060c \u0647\u0648 \u0623\u0645\u064a\u0646\u0629 \u0645\u0643\u062a\u0628\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u062a\u064a \u0644\u0645 \u062a\u0643\u0646 \u0644\u062f\u064a\u0647\u0627 \u0645\u0647\u0627\u0631\u0627\u062a \u0633\u0627\u0628\u0642\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629. \u0648\u0644\u0630\u0644\u0643 \u0643\u0627\u0646 \u062a\u0639\u0644\u0645 \u0644\u063a\u0629 <bdi dir=\"ltr\">(Python)<\/bdi>\u060c \u0648\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u062f\u0641\u0627\u062a\u0631 <bdi dir=\"ltr\">(Jupyter)<\/bdi>\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0628\u064a\u0626\u0629 <bdi dir=\"ltr\">(Git)<\/bdi> \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647 \u062a\u062d\u062f\u064a\u064b\u0627. \u0648\u0642\u062f \u062f\u0631\u0651\u0628\u062a \u0646\u0641\u0633\u0647\u0627 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u0623\u062a\u064a\u062d\u062a \u0644\u0647\u0627 \u0641\u0631\u0635\u0629 \u0645\u062a\u0627\u0628\u0639\u0629 \u062f\u0648\u0631\u0629 \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0645\u062f\u062a\u0647\u0627 12 \u0633\u0627\u0639\u0629 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061b \u0644\u0643\u0646 \u0630\u0644\u0643 \u0644\u064a\u0633 \u0634\u0627\u0626\u0639\u064b\u0627 \u062d\u0642\u064b\u0627 \u0628\u064a\u0646 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\u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0634\u0627\u0642.<\/p>\n<p>\u0648\u0644\u0645 \u062a\u0643\u0646 \u0627\u0644\u0635\u0639\u0648\u0628\u0627\u062a \u0627\u0644\u062a\u064a \u0648\u0627\u062c\u0647\u0646\u0627\u0647\u0627 \u062a\u0642\u0646\u064a\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0641\u0643\u0631\u064a\u0629 \u0623\u064a\u0636\u064b\u0627: \u0645\u0627 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0646\u0633\u0628\u061f \u0648\u0643\u064a\u0641 \u062a\u064f\u0646\u0634\u0623 \u0634\u064a\u0641\u0631\u0629 \u0645\u0641\u0647\u0648\u0645\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u0639\u0645\u0627\u0644\u061f \u0648\u0643\u064a\u0641 \u062a\u064f\u0639\u0631\u0636 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u064a \u0644\u0645 \u062a\u0643\u0646\u060c \u0641\u064a \u0627\u0644\u0628\u062f\u0627\u064a\u0629\u060c \u0641\u064a \u0623\u0641\u0636\u0644 \u062d\u0627\u0644\u0627\u062a\u0647\u0627\u061f<\/p>\n<p>\u0648\u0643\u0627\u0646\u062a \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0645\u0646 \u0645\u0631\u0635\u062f \u0644\u0648\u0631\u064a\u0646 \u0645\u0648\u0636\u0639 \u0627\u0647\u062a\u0645\u0627\u0645 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u062d\u062b <bdi dir=\"ltr\">(Research Department)<\/bdi> \u0628\u0627\u0644\u062f\u0631\u062c\u0629 \u0627\u0644\u0623\u0648\u0644\u0649. \u0648\u0646\u064f\u0634\u0631\u062a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0628\u064a\u0646 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0627\u0644\u0639\u0644\u0645\u064a\u0629. \u063a\u064a\u0631 \u0623\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0648\u0631\u062f\u0648\u062f \u0627\u0644\u0641\u0639\u0644 \u062c\u0627\u0621\u062a \u0641\u064a \u0645\u0639\u0638\u0645\u0647\u0627 \u0645\u0646 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a\u0629 \u0644\u0644\u062c\u0627\u0645\u0639\u0629\u060c \u0648\u0628\u0642\u062f\u0631 \u0623\u0642\u0644 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0639\u0644\u0645\u0627\u0621 \u0623\u0646\u0641\u0633\u0647\u0645.<\/p>\n<h2><strong>4. \u0627\u0644\u062e\u0627\u062a\u0645\u0629: \u0623\u064a \u0645\u0633\u062a\u0642\u0628\u0644 \u0644\u0645\u0631\u0635\u062f \u0644\u0648\u0631\u064a\u0646 \u0644\u0644\u0639\u0644\u0645 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u061f:<\/strong><\/h2>\n<p>\u0623\u064f\u0639\u064a\u062f \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639\u060c \u0648\u064a\u0645\u0643\u0646 \u0642\u064a\u0627\u0633 \u0646\u062c\u0627\u062d\u0647\u0627 \u0628\u062a\u0632\u0627\u064a\u062f \u0639\u062f\u062f \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0646\u0634\u0631 \u0646\u0633\u062e\u062a\u0647\u0627 \u0627\u0644\u062e\u0627\u0635\u0629.<\/p>\n<p>\u063a\u064a\u0631 \u0623\u0646\u0647\u0627 \u062a\u062a\u0637\u0644\u0628 \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0644\u0648\u0631\u064a\u0646 \u0645\u0648\u0627\u0631\u062f \u0643\u0628\u064a\u0631\u0629. \u0641\u062d\u062a\u0649 \u0645\u0639 \u0648\u062c\u0648\u062f \u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641\u064a <bdi dir=\"ltr\">(readme)<\/bdi> \u0648\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u062f\u0642\u064a\u0642\u0629\u060c \u0648\u0644\u0623\u0646 \u0623\u0645\u0646\u0627\u0621 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0645\u0643\u0644\u0641\u064a\u0646 \u0628\u0647\u0630\u0627 \u0627\u0644\u0645\u0648\u0636\u0648\u0639 \u0644\u0627 \u064a\u0645\u0644\u0643\u0648\u0646 \u0641\u064a \u0623\u063a\u0644\u0628 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0645\u0647\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0645\u0627 \u0632\u0627\u0644\u062a \u0647\u0646\u0627\u0643 \u0623\u0633\u0626\u0644\u0629 \u0643\u062b\u064a\u0631\u0629 \u064a\u062c\u0628 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0646\u0647\u0627. \u0648\u0643\u0627\u0646 \u0644\u0627 \u0628\u062f \u0645\u0646 \u062c\u062f\u0648\u0644\u0629 \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0643\u062b\u064a\u0631\u0629\u060c \u0641\u0636\u0644\u064b\u0627 \u0639\u0646 \u0625\u062f\u062e\u0627\u0644 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0646\u0641\u0633\u0647\u0627 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0630\u0627\u062a \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n<p>\u0648\u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0645\u0631\u0635\u062f \u0627\u0644\u0648\u0637\u0646\u064a \u0644\u0644\u0639\u0644\u0645 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u060c \u0628\u0641\u0636\u0644 \u0639\u0645\u0644 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0645\u0646 \u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0645\u0643\u0644\u0641 \u0628\u062a\u0637\u0648\u064a\u0631\u0647\u0627 \u0641\u064a \u0627\u0644\u0648\u0632\u0627\u0631\u0629 \u0648\u0627\u0644\u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0645\u0639 \u062c\u0627\u0645\u0639\u0629 \u0644\u0648\u0631\u064a\u0646\u060c \u062a\u0648\u0641\u0631 \u0648\u0638\u064a\u0641\u0629 \u0645\u062f\u0645\u062c\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0633\u0648\u0645 \u0628\u064a\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u064a \u0645\u0628\u0627\u0634\u0631\u0629. \u0648\u0633\u062a\u0628\u0633\u0637 \u0647\u0630\u0647 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0648\u062a\u0642\u0644\u0644 \u0643\u062b\u064a\u0631\u064b\u0627 \u0639\u0628\u0621 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0644\u0627\u0632\u0645 \u0644\u0625\u0639\u062f\u0627\u062f \u0645\u0631\u0635\u062f \u0645\u062d\u0644\u064a.<\/p>\n<p>\u0648\u0644\u0645 \u062a\u0643\u0646 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0645\u0646 \u0645\u0631\u0635\u062f \u0644\u0648\u0631\u064a\u0646 \u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0627\u0644\u0645\u0631\u0635\u062f \u0627\u0644\u0648\u0637\u0646\u064a\u060c \u0648\u0625\u0646 \u0623\u064f\u0639\u064a\u062f \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0628\u0639\u0636 \u0623\u062c\u0632\u0627\u0621 \u0634\u064a\u0641\u0631\u0629 \u0627\u0644\u0645\u0631\u0635\u062f \u0627\u0644\u0648\u0637\u0646\u064a. \u0623\u0645\u0627 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0641\u0645\u062e\u062a\u0644\u0641\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0634\u0623\u0646. \u0625\u0630 \u0644\u0645 \u064a\u0639\u062f \u0639\u0644\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0622\u0646 \u0633\u0648\u0649 \u062c\u0645\u0639 \u0642\u0648\u0627\u0626\u0645 \u0645\u0639\u0631\u0651\u0641\u0627\u062a <bdi dir=\"ltr\">(DOI)<\/bdi> \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 (\u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0634\u064a\u0641\u0631\u0629 \u0645\u0631\u0635\u062f \u0644\u0648\u0631\u064a\u0646) \u0648\u0625\u0631\u0633\u0627\u0644\u0647\u0627 \u0625\u0644\u0649 \u0627\u0644\u0648\u0632\u0627\u0631\u0629. \u0648\u064a\u0645\u0643\u0646 \u0644\u0644\u0648\u0632\u0627\u0631\u0629 \u0639\u0646\u062f\u0626\u0630 \u062a\u062d\u062f\u064a\u062b \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0644\u0625\u0633\u0646\u0627\u062f \u0643\u0644 \u0645\u0639\u0631\u0651\u0641 <bdi dir=\"ltr\">(DOI)<\/bdi> \u0625\u0644\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629\u061b \u062b\u0645 \u064a\u0645\u0643\u0646 \u0644\u0643\u0644 \u0645\u0624\u0633\u0633\u0629 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639 \u0627\u0644\u0645\u0631\u0635\u062f \u0627\u0644\u0648\u0637\u0646\u064a. \u0648\u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0645\u0641\u0635\u0644\u0629 \u0628\u062f\u0642\u0629 <bdi dir=\"ltr\">(Bracco et al., 2022)<\/bdi>. \u0648\u0644\u0630\u0644\u0643 \u0641\u0647\u064a \u062a\u0645\u062b\u0644 \u0639\u0645\u0644\u064b\u0627 \u0623\u0642\u0644 \u0644\u0644\u0645\u0643\u062a\u0628\u0627\u062a\u060c \u0644\u0623\u0646 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u062a\u064f\u0639\u0631\u0636 \u0628\u0633\u0647\u0648\u0644\u0629 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639 \u0648\u064a\u0628\u060c \u0648\u062a\u062d\u0633\u064a\u0646\u064b\u0627 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0627\u0644\u0648\u0627\u0631\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0631\u0635\u062f \u0627\u0644\u0648\u0637\u0646\u064a.<\/p>\n<p>\u0648\u0647\u0643\u0630\u0627 \u0645\u0647\u0651\u062f \u0645\u0631\u0635\u062f \u0644\u0648\u0631\u064a\u0646 \u0644\u0644\u0639\u0644\u0645 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0637\u0631\u064a\u0642 \u0644\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0648\u0627\u0633\u0639 \u0644\u0647\u0630\u0647 \u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0639\u0644\u0645 \u0627\u0644\u0645\u0641\u062a\u0648\u062d.<\/p>\n<p>\u0648\u0628\u0648\u0635\u0641\u0647\u0627 \u0623\u0648\u0644 \u0645\u0624\u0633\u0633\u0629 \u062a\u0639\u064a\u062f \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0627\u0644\u0648\u0637\u0646\u064a\u0629\u060c \u0637\u0644\u0628\u062a \u0627\u0644\u0648\u0632\u0627\u0631\u0629 \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0644\u0648\u0631\u064a\u0646 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0631\u0635\u062f \u0627\u0644\u0648\u0637\u0646\u064a \u0627\u0644\u062a\u0627\u0644\u064a\u060c \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0641\u0631\u064a\u0642\u0647\u0627 \u0648\u0645\u0639 \u0627\u0644\u0645\u0639\u0647\u062f \u0627\u0644\u0648\u0637\u0646\u064a \u0644\u0644\u0628\u062d\u062b \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 <bdi dir=\"ltr\">(Inria)<\/bdi>. \u0648\u0633\u064a\u062a\u0636\u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u0631\u0635\u062f \u0627\u0644\u062c\u062f\u064a\u062f\u060c \u0627\u0644\u0630\u064a \u0633\u064a\u064f\u0637\u0648\u064e\u0651\u0631 \u0628\u064a\u0646 2021 \u06482023\u060c \u0645\u0624\u0634\u0631\u0627\u062a \u0639\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0623\u064a\u0636\u064b\u0627.<\/p>\n<h2><strong>\u0627\u0644\u0645\u0631\u0627\u062c\u0639:<\/strong><\/h2>\n<ul dir=\"ltr\">\n<li>French National Plan for Open Science: <a href=\"https:\/\/www.enseignementsup-recherche.gouv.fr\/sites\/default\/files\/content_migration\/document\/SO_A4_2018_EN_01_leger_982501.pdf\">https:\/\/www.enseignementsup-recherche.gouv.fr\/sites\/default\/files\/content_migration\/document\/SO_A4_2018_EN_01_leger_982501.pdf<\/a><\/li>\n<li>HAL-UL: <a href=\"https:\/\/hal.univ-lorraine.fr\/\">https:\/\/hal.univ-lorraine.fr\/<\/a><\/li>\n<li>Alstete, J. W., Beutell, N. J., &amp; Meyer, J. P. (Eds.). (2018). Evaluating scholarship and research impact: history, practices, and policy development. Emerald. <a href=\"https:\/\/doi.org\/10.1108\/9781787563872\">https:\/\/doi.org\/10.1108\/9781787563872<\/a><\/li>\n<li>Bracco, L. (2020). Barom\u00e8tre lorrain de la Science Ouverte. [Source code]. HAL-UL. <a href=\"https:\/\/hal.univ-lorraine.fr\/hal-03450104v1\">https:\/\/hal.univ-lorraine.fr\/hal-03450104v1<\/a><\/li>\n<li>Bracco, L., L\u2019H\u00f4te, A., Jeangirard, E., &amp; Torny, D. (2022). Extending the open monitoring of open science: A new framework for the French Open Science Monitor (BSO). [Preprint]. HAL-UL. <a href=\"https:\/\/hal.archives-ouvertes.fr\/hal-03651518\">https:\/\/hal.archives-ouvertes.fr\/hal-03651518<\/a><\/li>\n<li>Cagan, R. (2013). The San Francisco declaration on research assessment. Disease Models &amp; Mechanisms, 6(4), 869\u2013870. <a href=\"https:\/\/doi.org\/10.1242\/dmm.012955\">https:\/\/doi.org\/10.1242\/dmm.012955<\/a><\/li>\n<li>Gingras, Y. (2014). Les d\u00e9rives de l\u2019\u00e9valuation de la recherche. Du bon usage de la bibliom\u00e9trie, Raisons d\u2019agir.<\/li>\n<li>Jeangirard, E. (2019, June 4). Monitoring Open Access at a national level: French case study [conference presentation]. ELPUB 2019 23rd edition of the International Conference on Electronic Publishing, Marseille, France. <a href=\"https:\/\/dx.doi.org\/10.4000\/proceedings.elpub.2019.20\">https:\/\/dx.doi.org\/10.4000\/proceedings.elpub.2019.20<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>1. \u0645\u0642\u062f\u0645\u0629: \u0645\u0627 \u0632\u0627\u0644\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0639\u0645\u0644\u0629 \u0641\u064a \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0628\u062d\u062b \u0645\u0648\u062c\u0647\u0629 \u0641\u064a \u0627\u0644\u063a\u0627\u0644\u0628 \u0646\u062d\u0648 \u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0623\u0648 \u0645\u0624\u0634\u0631 (h)\u060c \u0643\u0645\u0627 \u0641\u064a (Web of Science). \u063a\u064a\u0631 \u0623\u0646 \u0627\u0644\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0645\u0648\u064a\u0644 \u062a\u062f\u0641\u0639 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0625\u0644\u0649\u2026<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[627,642,640],"tags":[571,1627,2454,1224,2453],"class_list":["post-53215","post","type-post","status-publish","format-standard","hentry","category-issue-81","category-publishing-open-access","category-information-knowledge-management","tag-571","tag-1627","tag-2454","tag-1224","tag-2453"],"_links":{"self":[{"href":"https:\/\/informaticsjournal.net\/index.php?rest_route=\/wp\/v2\/posts\/53215","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/informaticsjournal.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/informaticsjournal.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/informaticsjournal.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/informaticsjournal.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=53215"}],"version-history":[{"count":8,"href":"https:\/\/informaticsjournal.net\/index.php?rest_route=\/wp\/v2\/posts\/53215\/revisions"}],"predecessor-version":[{"id":56106,"href":"https:\/\/informaticsjournal.net\/index.php?rest_route=\/wp\/v2\/posts\/53215\/revisions\/56106"}],"wp:attachment":[{"href":"https:\/\/informaticsjournal.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=53215"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/informaticsjournal.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=53215"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/informaticsjournal.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=53215"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}