{"id":1121,"date":"2023-06-20T06:24:00","date_gmt":"2023-06-20T06:24:00","guid":{"rendered":"http:\/\/cvsc.upcebu.edu.ph\/?p=1121"},"modified":"2025-05-21T06:28:49","modified_gmt":"2025-05-21T06:28:49","slug":"an-empirical-study-on-the-use-of-a-facial-emotion-recognition-system-in-guidance-counseling-utilizing-the-technology-acceptance-model-and-the-general-comfort-questionnaire","status":"publish","type":"post","link":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/2023\/06\/20\/an-empirical-study-on-the-use-of-a-facial-emotion-recognition-system-in-guidance-counseling-utilizing-the-technology-acceptance-model-and-the-general-comfort-questionnaire\/","title":{"rendered":"An empirical study on the use of a facial emotion recognition system in guidance counseling utilizing the technology acceptance model and the general comfort questionnaire"},"content":{"rendered":"\n<p><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Dhong%20Fhel%20K.%20Gom-os\">Dhong Fhel K.\u00a0Gom-os,\u00a0<\/a><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Kelvin%20Y.%20Yong\">Kelvin Y.\u00a0Yong<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"243\" height=\"336\" src=\"https:\/\/cvsc.upcebu.edu.ph\/wp-content\/uploads\/2023\/06\/Applied-Computing-and-Informatics-Gom-os-1.png\" alt=\"\" class=\"wp-image-1122\" srcset=\"https:\/\/cvsc.upcebu.edu.ph\/wp-content\/uploads\/2023\/06\/Applied-Computing-and-Informatics-Gom-os-1.png 243w, https:\/\/cvsc.upcebu.edu.ph\/wp-content\/uploads\/2023\/06\/Applied-Computing-and-Informatics-Gom-os-1-217x300.png 217w\" sizes=\"(max-width: 243px) 100vw, 243px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Abstract<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Purpose<\/h3>\n\n\n\n<p>The goal of this study is to test the real-world use of an emotion recognition system.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Design\/methodology\/approach<\/h3>\n\n\n\n<p>The researchers chose an existing algorithm that displayed high accuracy and speed. Four emotions: happy, sadness, anger and surprise, are used from six of the universal emotions, associated by their own mood markers. The mood-matrix interface is then coded as a web application. Four guidance counselors and 10 students participated in the testing of the mood-matrix. Guidance counselors answered the technology acceptance model (TAM) to assess its usefulness, and the students answered the general comfort questionnaire (GCQ) to assess their comfort levels.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Findings<\/h3>\n\n\n\n<p>Results from TAM found that the mood-matrix has significant use for the guidance counselors and the GCQ finds that the students were comfortable during testing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Originality\/value<\/h3>\n\n\n\n<p>No study yet has tested an emotion recognition system applied to counseling or any mental health or psychological transactions.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"page__keywords-label\">Keywords<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Emotion+recognition\">Emotion recognition<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Facial+emotion+recognition\">Facial emotion recognition<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Mental+health\">Mental health<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Computer+vision\">Computer vision<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Guidance%C2%A0counseling\">Guidance\u00a0counseling<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Technology+acceptance+model\">Technology acceptance model<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=General+comfort+questionnaire\">General comfort questionnaire<\/a><\/li><\/ul>\n\n\n\n<p>Link to the Article<\/p>\n\n\n\n<figure class=\"wp-block-embed\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/doi.org\/10.1108\/ACI-06-2022-0154\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Dhong Fhel K.\u00a0Gom-os,\u00a0Kelvin Y.\u00a0Yong Abstract Purpose The goal of this study is to test the real-world use of an emotion recognition system. Design\/methodology\/approach The researchers chose an existing algorithm that displayed high accuracy and speed. Four emotions: happy, sadness, anger and surprise, are used from six of the universal emotions, associated by their own mood [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[7],"tags":[],"class_list":["post-1121","post","type-post","status-publish","format-standard","hentry","category-recent-publications"],"_links":{"self":[{"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/posts\/1121","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/comments?post=1121"}],"version-history":[{"count":1,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/posts\/1121\/revisions"}],"predecessor-version":[{"id":1947,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/posts\/1121\/revisions\/1947"}],"wp:attachment":[{"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/media?parent=1121"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/categories?post=1121"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/tags?post=1121"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}