{"id":951,"date":"2022-03-21T07:00:00","date_gmt":"2022-03-21T07:00:00","guid":{"rendered":"http:\/\/cvsc.upcebu.edu.ph\/?p=951"},"modified":"2025-05-21T06:29:58","modified_gmt":"2025-05-21T06:29:58","slug":"a-novel-hybrid-dematel-k-means-clustering-algorithm-for-modeling-the-barriers-of-green-computing-adoption-in-the-philippines","status":"publish","type":"post","link":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/2022\/03\/21\/a-novel-hybrid-dematel-k-means-clustering-algorithm-for-modeling-the-barriers-of-green-computing-adoption-in-the-philippines\/","title":{"rendered":"A novel hybrid DEMATEL-K-means clustering algorithm for modeling the barriers of green computing adoption in the Philippines"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Dharyll%20Prince%20Mariscal%20Abellana\">Dharyll Prince Mariscal\u00a0Abellana,\u00a0<\/a><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Paula%20Esplanada%20Mayol\">Paula Esplanada\u00a0Mayol<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/172.17.1.35\/wp-content\/uploads\/2022\/08\/Journal-of-Modelling-in-Manangement-Abellana.png\" alt=\"\" class=\"wp-image-952\" width=\"357\" height=\"492\" srcset=\"https:\/\/cvsc.upcebu.edu.ph\/wp-content\/uploads\/2022\/08\/Journal-of-Modelling-in-Manangement-Abellana.png 244w, https:\/\/cvsc.upcebu.edu.ph\/wp-content\/uploads\/2022\/08\/Journal-of-Modelling-in-Manangement-Abellana-218x300.png 218w\" sizes=\"(max-width: 357px) 100vw, 357px\" \/><\/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 class=\"wp-block-paragraph\">This paper aims to propose a novel hybrid-decision-making trial and evaluation laboratory-K means clustering algorithm as a decision-making framework for analyzing the barriers of green computing adoption.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Design\/methodology\/approach<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A literature review is conducted to extract relevant green computing barriers. An expert elicitation process is performed to finalize the barriers and to establish their corresponding interrelationships.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Findings<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The proposed approach offers a comprehensive framework for modeling the barriers of green computing adoption.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Research limitations\/implications<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The results of this paper provide insights on how the barriers of green computing adoption facilitate the adoption of stakeholders. Moreover, the paper provides a framework for analyzing the structural relationships that exist between factors in a tractable manner.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Originality\/value<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The paper is one of the very first attempts to analyze the barriers of green computing adoption. Furthermore, it is the first to offer lenses in a Philippine perspective. The paper offers a novel algorithm that can be useful in modeling the barriers of innovation, particularly, in green computing adoption.<\/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=Decision-making\">Decision-making<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Algorithms\">Algorithms<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Decision+support+systems\">Decision support systems<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Data+mining\">Data mining<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Computing\">Computing<\/a><\/li><li><a href=\"https:\/\/www.emerald.com\/insight\/search?q=Operations+research\">Operations research<\/a><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">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\/JM2-06-2020-0161\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Dharyll Prince Mariscal\u00a0Abellana,\u00a0Paula Esplanada\u00a0Mayol Abstract Purpose This paper aims to propose a novel hybrid-decision-making trial and evaluation laboratory-K means clustering algorithm as a decision-making framework for analyzing the barriers of green computing adoption. Design\/methodology\/approach A literature review is conducted to extract relevant green computing barriers. An expert elicitation process is performed to finalize the barriers [&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-951","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\/951","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=951"}],"version-history":[{"count":1,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/posts\/951\/revisions"}],"predecessor-version":[{"id":1990,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/posts\/951\/revisions\/1990"}],"wp:attachment":[{"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/media?parent=951"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/categories?post=951"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cvsc.upcebu.edu.ph\/index.php\/wp-json\/wp\/v2\/tags?post=951"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}