{"id":16107,"date":"2022-06-19T00:00:00","date_gmt":"2022-06-19T00:00:00","guid":{"rendered":"https:\/\/engineering.uodiyala.edu.iq\/%d8%aa%d8%af%d8%b1%d9%8a%d8%b3%d9%8a-%d9%85%d9%86-%d9%83%d9%84%d9%8a%d8%a9-%d8%a7%d9%84%d9%87%d9%86%d8%af%d8%b3%d8%a9-%d9%8a%d9%86%d8%b4%d8%b1-%d8%a8%d8%ad%d8%ab%d8%a7%d9%8b-%d8%b9%d9%84%d9%85-12\/"},"modified":"2023-03-12T03:49:52","modified_gmt":"2023-03-12T03:49:52","slug":"%d8%aa%d8%af%d8%b1%d9%8a%d8%b3%d9%8a-%d9%85%d9%86-%d9%83%d9%84%d9%8a%d8%a9-%d8%a7%d9%84%d9%87%d9%86%d8%af%d8%b3%d8%a9-%d9%8a%d9%86%d8%b4%d8%b1-%d8%a8%d8%ad%d8%ab%d8%a7%d9%8b-%d8%b9%d9%84%d9%85-12","status":"publish","type":"post","link":"https:\/\/engineering.uodiyala.edu.iq\/?p=16107","title":{"rendered":"\u062a\u062f\u0631\u064a\u0633\u064a \u0645\u0646 \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u064a\u0646\u0634\u0631 \u0628\u062d\u062b\u0627\u064b \u0639\u0644\u0645\u064a\u0627\u064b \u0639\u0627\u0644\u0645\u064a\u0627\u064b"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\"><span dir=\"RTL\">\u0646\u0634\u0631 \u0639\u0636\u0648 \u0627\u0644\u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a\u0629 \u0645\u0646 \u0642\u0633\u0645 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0628\u062c\u0627\u0645\u0639\u0629 \u062f\u064a\u0627\u0644\u0649 \u0645. \u062f \u062d\u0633\u064a\u0646 \u0641\u0627\u0644\u062d \u0645\u0647\u062f\u064a \u0628\u062d\u062b \u0639\u0644\u0645\u064a&nbsp; \u0641\u064a \u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u062f\u0648\u0644\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u062d\u0633\u0627\u0628\u064a \u0648\u0639\u0644\u0645 \u0627\u0644\u0623\u0639\u0635\u0627\u0628 \u0628\u0627\u0645\u0631\u064a\u0643\u0627&nbsp; \u0648\u0627\u0644\u0645\u0635\u0646\u0641\u0629 \u0636\u0645\u0646 \u0645\u0633\u062a\u0648\u0639\u0628\u0627\u062a \u0633\u0643\u0648\u0628\u0633 \u0648\u0643\u0644\u0627\u0631\u064a\u0641\u064a\u062a \u0630\u0627\u062a \u062a\u0635\u0646\u064a\u0641<\/span> Q1 Cite Score 5.4&nbsp; <span dir=\"RTL\">\u0648\u0645\u0639\u0627\u0645\u0644 \u062a\u0627\u062b\u064a\u0631 3.933 \u0648\u0630\u0644\u0643 \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0628\u0627\u062d\u062b\u064a\u0646 \u0645\u0646 \u0627\u0644\u0647\u0646\u062f \u0648\u0627\u0641\u063a\u0627\u0646\u0633\u062a\u0627\u0646 \u0628\u0639\u0646\u0648\u0627\u0646<\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: center;\"><strong><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">Large-Scale Textual Datasets and Deep Learning for the Prediction of Depressed Symptoms<\/span><\/span><\/strong><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\"><span dir=\"RTL\">\u0647\u062f\u0641 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0649 \u0637\u0631\u064a\u0642\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u062a\u064a \u062a\u0635\u0641 \u0623\u0639\u0631\u0627\u0636 \u0627\u0644\u0627\u0643\u062a\u0626\u0627\u0628 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629<\/span> (RNN) <span dir=\"RTL\">\u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0645\u062f\u0649<\/span> (LSTM) <span dir=\"RTL\">\u0644\u0627\u0646 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u062d\u0648\u0644 \u0627\u0644\u0639\u0627\u0644\u0645 \u064a\u0639\u0627\u0646\u0648\u0646 \u0645\u0646 \u0627\u0644\u0627\u0643\u062a\u0626\u0627\u0628 \u0648\u064a\u062a\u0637\u0644\u0628 \u062a\u0642\u064a\u064a\u0645 \u0648\u0639\u0644\u0627\u062c \u0648\u0645\u0646\u0639 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u0643\u0634\u0641 \u0627\u0644\u0645\u0628\u0643\u0631 \u0639\u0646 \u0623\u0639\u0631\u0627\u0636 \u0627\u0644\u0627\u0643\u062a\u0626\u0627\u0628 \u062d\u064a\u062b \u062a\u062a\u0648\u0633\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0627\u0644\u0627\u0643\u062a\u0626\u0627\u0628<\/span>.&nbsp;<\/span><\/span><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\"><span dir=\"RTL\">\u062a\u0636\u0645\u0646 \u0627\u0644\u0628\u062d\u062b \u062a\u0645\u064a\u064a\u0632 \u0623\u0639\u0631\u0627\u0636 \u0627\u0644\u0627\u0643\u062a\u0626\u0627\u0628 \u0639\u0646 \u0625\u0634\u0627\u0631\u0627\u062a \u0639\u062f\u0645 \u0627\u0644\u0627\u0643\u062a\u0626\u0627\u0628 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 (\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0627\u0643\u062a\u0626\u0627\u0628) \u062d\u064a\u062b \u062a\u0645\u064a\u0632\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0642\u062a\u0631\u062d\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u0639\u0631\u0627\u0636<\/span>.&nbsp;<\/span><\/span><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\"><span dir=\"RTL\">\u0627\u062b\u0628\u062a\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0646\u0647 \u064a\u0645\u0643\u0646 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u0643\u062a\u0626\u0627\u0628 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629, \u0644\u0647\u0630\u0627 \u0627\u0644\u0633\u0628\u0628 \u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0627\u0643\u062a\u0626\u0627\u0628 \u0645\u0639\u064b\u0627<\/span>.<\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\"><span dir=\"RTL\">\u0644\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0632\u064a\u0627\u0631\u0629 \u0631\u0627\u0628\u0637 \u0627\u0644\u0628\u062d\u062b<\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/www.hindawi.com\/journals\/cin\/2022\/5731532\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">https:\/\/www.hindawi.com\/journals\/cin\/2022\/5731532<\/span><\/span><\/a><\/p>\n<p style=\"text-align: justify;\">&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\"><img decoding=\"async\" alt=\"\" src=\"\/uploads\/\u0627\u0644\u0627\u062e\u0628\u0627\u0631 \u0648\u0627\u0644\u0646\u0634\u0627\u0637\u0627\u062a\/2022\/June\/(19-6)-6\/1 (1).jpg\" style=\"width:700px\" \/><\/span><\/span><\/p>\n<p style=\"text-align: center;\">&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\"><img decoding=\"async\" alt=\"\" src=\"\/uploads\/\u0627\u0644\u0627\u062e\u0628\u0627\u0631 \u0648\u0627\u0644\u0646\u0634\u0627\u0637\u0627\u062a\/2022\/June\/(19-6)-6\/1 (2).jpg\" style=\"height:270px; width:700px\" \/><\/span><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0646\u0634\u0631 \u0639\u0636\u0648 \u0627\u0644\u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0633\u064a\u0629 \u0645\u0646 \u0642\u0633\u0645 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0641\u064a \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0628\u062c\u0627\u0645\u0639\u0629 \u062f\u064a\u0627\u0644\u0649 \u0645. \u062f \u062d\u0633\u064a\u0646 \u0641\u0627\u0644\u062d \u0645\u0647\u062f\u064a \u0628\u062d\u062b \u0639\u0644\u0645\u064a\u00a0 \u0641\u064a \u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u062f\u0648\u0644\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u062d\u0633\u0627\u0628\u064a \u0648\u0639\u0644\u0645 \u0627\u0644\u0623\u0639\u0635\u0627\u0628 \u0628\u0627\u0645\u0631\u064a\u0643\u0627\u00a0 \u0648\u0627\u0644\u0645\u0635\u0646\u0641\u0629 \u0636\u0645\u0646 \u0645\u0633\u062a\u0648\u0639\u0628\u0627\u062a \u0633\u0643\u0648\u0628\u0633 \u0648\u0643\u0644\u0627\u0631\u064a\u0641\u064a\u062a \u0630\u0627\u062a \u062a\u0635\u0646\u064a\u0641 Q1 Cite Score 5.4\u00a0 \u0648\u0645\u0639\u0627\u0645\u0644 \u062a\u0627\u062b\u064a\u0631 3.933 \u0648\u0630\u0644\u0643 \u0628\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0628\u0627\u062d\u062b\u064a\u0646 \u0645\u0646 \u0627\u0644\u0647\u0646\u062f \u0648\u0627\u0641\u063a\u0627\u0646\u0633\u062a\u0627\u0646<\/p>\n","protected":false},"author":1,"featured_media":16108,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"pmpro_default_level":"","footnotes":""},"categories":[103],"tags":[],"class_list":["post-16107","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-103","pmpro-has-access"],"_links":{"self":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/16107","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16107"}],"version-history":[{"count":1,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/16107\/revisions"}],"predecessor-version":[{"id":19605,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/16107\/revisions\/19605"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/media\/16108"}],"wp:attachment":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16107"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16107"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16107"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}