{"id":761,"date":"2024-05-07T17:35:36","date_gmt":"2024-05-07T17:35:36","guid":{"rendered":"http:\/\/asiatic-insights.org\/?p=761"},"modified":"2024-05-07T17:35:36","modified_gmt":"2024-05-07T17:35:36","slug":"looking-deeper-into-the-factors-regulating-global-innovation-with-pca-and-rough-sets","status":"publish","type":"post","link":"https:\/\/civilityculturecompass.com\/?p=761","title":{"rendered":"Looking Deeper into the Factors Regulating Global Innovation with PCA and Rough Sets"},"content":{"rendered":"<p>Abstract \u2013 A country\u2019s economic and industrial<br \/>\nprogress is strongly governed by the level of its<br \/>\ninnovation. However, the conditions that influence and<br \/>\nencourage stronger innovation trends are difficult to<br \/>\ndetermine, and this is due in part to the lack of a clear<br \/>\nconsensus among diverse indicators of an economy\u2019s<br \/>\ninnovative capacity as well as to the complex relations<br \/>\nbetween such factors. This study independently<br \/>\nanalyzes a few representative indicators of innovation<br \/>\nfor various input variables considered to enable<br \/>\ninnovation and ranks and selects them based on two<br \/>\ndifferent analysis paradigms. One draws an overall<br \/>\npicture of relationships and interactions between<br \/>\ndifferent variables and describes the position of<br \/>\nsignificant countries, and the other selects a set of<br \/>\nrelevant features to extract rules typifying this<br \/>\nmultifaceted interaction. A good consensus is observed<br \/>\nfor these two analysis paradigms.<\/p>\n<p>Jinhang Du, Xin Song, Zhen Wang, Sungho Park, Tianchen Shi<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Abstract \u2013 A country\u2019s economic and industrial progress is strongly governed by the level of its innovation. However,<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-761","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/civilityculturecompass.com\/index.php?rest_route=\/wp\/v2\/posts\/761","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/civilityculturecompass.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/civilityculturecompass.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/civilityculturecompass.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/civilityculturecompass.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=761"}],"version-history":[{"count":0,"href":"https:\/\/civilityculturecompass.com\/index.php?rest_route=\/wp\/v2\/posts\/761\/revisions"}],"wp:attachment":[{"href":"https:\/\/civilityculturecompass.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=761"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/civilityculturecompass.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=761"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/civilityculturecompass.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=761"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}