{"id":41590,"date":"2025-09-30T09:02:42","date_gmt":"2025-09-30T09:02:42","guid":{"rendered":"https:\/\/uomosul.edu.iq\/en\/computerscience\/?p=41590"},"modified":"2025-09-30T09:02:42","modified_gmt":"2025-09-30T09:02:42","slug":"1-303","status":"publish","type":"post","link":"https:\/\/uomosul.edu.iq\/en\/computerscience\/2025\/09\/30\/1-303\/","title":{"rendered":"Holding a scientific workshop titled &#8220;Using Clustering in Market Analysis and Customer Evaluation&#8221;"},"content":{"rendered":"<p><b>Under the patronage of the President of the University of Mosul, Professor Dr. (Waheed Mahmoud Al-Ibrahimi), and the supervision of the Dean of the College, Prof.Dr. Dhuha Basheer Abdullah Albazaz, the College of Computer Science and Mathematics &#8211; Department of Operations Research and Intelligent Techniques held a scientific workshop titled &#8220;Using Clustering in Market Analysis and Customer Evaluation&#8221; on Tuesday, September 30, 2025.<\/b><\/p>\n<p><b>The workshop aimed to explain the concept of clustering, which is a powerful tool in unsupervised machine learning used for analyzing data and classifying it into homogeneous groups. The workshop demonstrated how to apply this technique in market analysis and customer evaluation.<\/b><\/p>\n<p><b>Clustering has several types, including partitioning clustering, hierarchical clustering, and K-Means clustering. 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https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-content\/uploads\/sites\/11\/2025\/09\/DSC_9620-600x338.jpg 600w, https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-content\/uploads\/sites\/11\/2025\/09\/DSC_9620-768x432.jpg 768w, https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-content\/uploads\/sites\/11\/2025\/09\/DSC_9620-800x450.jpg 800w, https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-content\/uploads\/sites\/11\/2025\/09\/DSC_9620-1024x576.jpg 1024w, https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-content\/uploads\/sites\/11\/2025\/09\/DSC_9620-1200x675.jpg 1200w, https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-content\/uploads\/sites\/11\/2025\/09\/DSC_9620-1536x864.jpg 1536w, https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-content\/uploads\/sites\/11\/2025\/09\/DSC_9620-scaled.jpg 2560w\" data-sizes=\"auto\" \/>\n\t\t\t<\/dt><\/dl><br style=\"clear: both\" \/>\n\t\t<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Under the patronage of the President of the University of Mosul, Professor Dr. (Waheed Mahmoud Al-Ibrahimi), and the supervision of the Dean of the College, Prof.Dr. Dhuha Basheer Abdullah Albazaz, the College of Computer Science and Mathematics &#8211; Department of Operations Research and Intelligent Techniques held a scientific workshop titled &#8220;Using Clustering in Market Analysis and Customer Evaluation&#8221; on Tuesday, September 30, 2025. The workshop aimed to explain the concept of clustering, which is a powerful tool in unsupervised machine learning used for analyzing data and classifying it into homogeneous groups. The workshop demonstrated how to apply this technique in market <a href=\"https:\/\/uomosul.edu.iq\/en\/computerscience\/2025\/09\/30\/1-303\/\"> [Read More]<\/a><\/p>\n","protected":false},"author":24,"featured_media":41591,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-41590","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-workshops"],"_links":{"self":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/41590","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=41590"}],"version-history":[{"count":1,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/41590\/revisions"}],"predecessor-version":[{"id":41601,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/41590\/revisions\/41601"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/media\/41591"}],"wp:attachment":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/media?parent=41590"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/categories?post=41590"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/tags?post=41590"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}