{"id":4563,"date":"2025-06-09T13:19:10","date_gmt":"2025-06-09T11:19:10","guid":{"rendered":"https:\/\/www.escience.ac.za\/?p=4563"},"modified":"2025-06-09T13:19:11","modified_gmt":"2025-06-09T11:19:11","slug":"email-monitoring-system-using-machine-learning","status":"publish","type":"post","link":"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/email-monitoring-system-using-machine-learning\/","title":{"rendered":"Email monitoring system using machine learning"},"content":{"rendered":"<p><strong>Researcher<\/strong>: Netshamutshedzi Ndivhuwo, University of Venda<br><strong>Supervisor<\/strong>: Dr Ibidun Obagbuwa, University of the Witwatersrand, Johannesburg<\/p><p>This study investigates email monitoring systems using machine learning. In this study, we contribute to previous studies on spam problems to improve accuracy by utilising a variety of methods.<\/p><div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/06\/2191192697-Ndivhuwo-Netshamutshedzi-41521_Ndivhuwo_Netshamutshedzi_ve_48_18079_2070997828-1024x768.jpg\" alt=\"\" class=\"wp-image-4564\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/06\/2191192697-Ndivhuwo-Netshamutshedzi-41521_Ndivhuwo_Netshamutshedzi_ve_48_18079_2070997828-1024x768.jpg 1024w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/06\/2191192697-Ndivhuwo-Netshamutshedzi-41521_Ndivhuwo_Netshamutshedzi_ve_48_18079_2070997828-300x225.jpg 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/06\/2191192697-Ndivhuwo-Netshamutshedzi-41521_Ndivhuwo_Netshamutshedzi_ve_48_18079_2070997828-768x576.jpg 768w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/06\/2191192697-Ndivhuwo-Netshamutshedzi-41521_Ndivhuwo_Netshamutshedzi_ve_48_18079_2070997828-1536x1152.jpg 1536w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/06\/2191192697-Ndivhuwo-Netshamutshedzi-41521_Ndivhuwo_Netshamutshedzi_ve_48_18079_2070997828-2048x1536.jpg 2048w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/06\/2191192697-Ndivhuwo-Netshamutshedzi-41521_Ndivhuwo_Netshamutshedzi_ve_48_18079_2070997828-600x450.jpg 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div><p>&nbsp;<\/p><p><\/p>","protected":false},"excerpt":{"rendered":"<p>Researcher: Netshamutshedzi Ndivhuwo, University of VendaSupervisor: Dr Ibidun Obagbuwa, University of the Witwatersrand, Johannesburg This study investigates email monitoring systems using machine learning. In this study, we contribute to previous studies on spam problems to improve accuracy by utilising a variety of methods. &nbsp;<\/p>\n","protected":false},"author":3,"featured_media":4493,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-4563","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-capstone-projects"],"_links":{"self":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/4563","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/comments?post=4563"}],"version-history":[{"count":1,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/4563\/revisions"}],"predecessor-version":[{"id":4565,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/4563\/revisions\/4565"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media\/4493"}],"wp:attachment":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media?parent=4563"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/categories?post=4563"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/tags?post=4563"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}