{"id":43366,"date":"2026-09-07T11:24:25","date_gmt":"2026-09-07T11:24:25","guid":{"rendered":"https:\/\/uomosul.edu.iq\/en\/computerscience\/?p=43366"},"modified":"2026-09-07T11:24:25","modified_gmt":"2026-09-07T11:24:25","slug":"1-724","status":"publish","type":"post","link":"https:\/\/uomosul.edu.iq\/en\/computerscience\/2026\/09\/07\/1-724\/","title":{"rendered":"master\u2019s thesis \u00a0by &#8220;Reem Ahmad Mahmmod &#8221; Department of Computer Science"},"content":{"rendered":"<p>master\u2019s thesis \u00a0by &#8220;<strong>Reem Ahmad Mahmmod<\/strong> &#8221; Department of Computer Science<\/p>\n<p>Discussion of the master\u2019s thesis in the College of Computer Science and Mathematics -Department of Computer Science\u00a0 entitled:<\/p>\n<p>&#8220;<strong>An Artificial Intelligence System for Analyzing Nonverbal Attention Behavior Using Computer Vision Techniques<\/strong>&#8221;<\/p>\n<p><strong>supervised by<\/strong> \u00a0Dr. <strong>Amera Istiqlal Badran<\/strong><\/p>\n<p><strong>The thesis addressed<\/strong> : the development of an artificial intelligence system for analyzing nonverbal attention behavior using computer vision techniques and deep learning.<\/p>\n<p><strong>The study addressed<\/strong>: the analysis of nonverbal facial visual indicators, such as eye and mouth movements, feature extraction and fusion to determine attention and fatigue states, with an alert provided to the user when fatigue is detected, and generating an analytical report on the user\u2019s condition.<\/p>\n<p><strong>The study aims to \u00a0<\/strong>design and develop an intelligent system capable of analyzing nonverbal attention behavior in real time, detecting fatigue, and alerting the user, thereby contributing to enhancing safety during computer use.<\/p>\n<p>The discussion committee consists of<\/p>\n<p><strong>Dr. \u00a0Alaa Yaseen Taqa\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0(Chairman)<\/strong><\/p>\n<p><strong>Dr. \u00a0Ruba Talal Ibrahim \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0(Member)<\/strong><\/p>\n<p><strong>Dr. Hasan Maher Ahmed\u00a0\u00a0\u00a0 \u00a0(Member)<\/strong><\/p>\n<p><strong>Dr. Amera Istiqlal Badran\u00a0 \u00a0\u00a0(Member and Supervisor)<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>master\u2019s thesis \u00a0by &#8220;Reem Ahmad Mahmmod &#8221; Department of Computer Science Discussion of the master\u2019s thesis in the College of Computer Science and Mathematics -Department of Computer Science\u00a0 entitled: &#8220;An Artificial Intelligence System for Analyzing Nonverbal Attention Behavior Using Computer Vision Techniques&#8221; supervised by \u00a0Dr. Amera Istiqlal Badran The thesis addressed : the development of an artificial intelligence system for analyzing nonverbal attention behavior using computer vision techniques and deep learning. The study addressed: the analysis of nonverbal facial visual indicators, such as eye and mouth movements, feature extraction and fusion to determine attention and fatigue states, with an alert provided <a href=\"https:\/\/uomosul.edu.iq\/en\/computerscience\/2026\/09\/07\/1-724\/\"> [Read More]<\/a><\/p>\n","protected":false},"author":24,"featured_media":43367,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-43366","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-viva"],"_links":{"self":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/43366","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/comments?post=43366"}],"version-history":[{"count":1,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/43366\/revisions"}],"predecessor-version":[{"id":43368,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/43366\/revisions\/43368"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/media\/43367"}],"wp:attachment":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/media?parent=43366"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/categories?post=43366"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/tags?post=43366"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}