{"id":3951,"date":"2024-05-01T01:30:50","date_gmt":"2024-04-30T23:30:50","guid":{"rendered":"https:\/\/nepttp.avidakizomba.co.za\/?p=3951"},"modified":"2025-06-09T12:18:25","modified_gmt":"2025-06-09T10:18:25","slug":"reviews-ratings-do-they-match","status":"publish","type":"post","link":"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/01\/reviews-ratings-do-they-match\/","title":{"rendered":"Reviews &amp; Ratings: Do they match?"},"content":{"rendered":"<p><strong>Researcher:<\/strong> Olatomiwa Akinlaja, Sol Plaatje University<br \/><strong>Supervisor:<\/strong> Dr M.S Mosia, Sol Plaatje University<\/p><p>Reviews and ratings influence us every day. We have all experienced reviews and ratings in one form or the other, usually from the applications and online platforms that require us to leave a review based on our experience. Many authors have asked the question; should we analyze the writer\u2019s intentions or perceptions. Multiple studies have been conducted within the area of Natural language processing (NLP) in order to extract value from text. We use deep learning and sentiment analysis to extract value from reviews in order to justify its respective rating.<\/p><figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/nepttp.avidakizomba.co.za\/wp-content\/uploads\/2024\/11\/akinlajaolatomiwa_59144_2426480_Capstone-Project-Final-Poster-2048x1152-1-1024x576.jpg\" alt=\"\" class=\"wp-image-3952\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/akinlajaolatomiwa_59144_2426480_Capstone-Project-Final-Poster-2048x1152-1-1024x576.jpg 1024w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/akinlajaolatomiwa_59144_2426480_Capstone-Project-Final-Poster-2048x1152-1-600x338.jpg 600w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/akinlajaolatomiwa_59144_2426480_Capstone-Project-Final-Poster-2048x1152-1-300x169.jpg 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/akinlajaolatomiwa_59144_2426480_Capstone-Project-Final-Poster-2048x1152-1-768x432.jpg 768w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/akinlajaolatomiwa_59144_2426480_Capstone-Project-Final-Poster-2048x1152-1-1536x864.jpg 1536w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/akinlajaolatomiwa_59144_2426480_Capstone-Project-Final-Poster-2048x1152-1.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><p><br \/><\/p>","protected":false},"excerpt":{"rendered":"<p>Researcher: Olatomiwa Akinlaja, Sol Plaatje UniversitySupervisor: Dr M.S Mosia, Sol Plaatje University Reviews and ratings influence us every day. We have all experienced reviews and ratings in one form or the other, usually from the applications and online platforms that require us to leave a review based<\/p>\n","protected":false},"author":1,"featured_media":4494,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-3951","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\/3951","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/comments?post=3951"}],"version-history":[{"count":1,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/3951\/revisions"}],"predecessor-version":[{"id":4465,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/3951\/revisions\/4465"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media\/4494"}],"wp:attachment":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media?parent=3951"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/categories?post=3951"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/tags?post=3951"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}