{"id":634,"date":"2019-11-13T00:06:08","date_gmt":"2019-11-13T00:06:08","guid":{"rendered":"http:\/\/1.15.156.47\/wordpress\/?p=634"},"modified":"2023-04-06T23:45:33","modified_gmt":"2023-04-06T23:45:33","slug":"country-innovation-path-a-retrospect-study-of-country-innovation-path","status":"publish","type":"post","link":"https:\/\/weijiabin.xyz\/?p=634","title":{"rendered":"Country Innovation Path: A retrospect study of country innovation path"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"634\" class=\"elementor elementor-634\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-87874a1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"87874a1\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cdc3b10\" data-id=\"cdc3b10\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f79686a elementor-widget elementor-widget-image\" data-id=\"f79686a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.6.8 - 27-07-2022 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1680\" height=\"1124\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2022\/06\/2019-09-23-01_53_13-1.gif\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b79b107 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b79b107\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aef1c56\" data-id=\"aef1c56\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a876f32 elementor-widget elementor-widget-text-editor\" data-id=\"a876f32\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.6.8 - 27-07-2022 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>In this study, we used patent application author information data from WIPO to analyze the innovation path different countries adopted in the past 50 years. With the aid of dynamic time\u00a0<em>warping<\/em> (DTW) algorithm, we first measure the similarities among the temporal sequences of the percentage of resident patent applicants (applicants that reside in the country\/all applicants mentioned in the application in the country) and then use hierarchical clustering algorithm to clustering different countries&#8217; time sequences into 6 typical innovation paths.\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7ee706e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7ee706e\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-695177f\" data-id=\"695177f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-77bf240 elementor-widget elementor-widget-image\" data-id=\"77bf240\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"915\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2019\/11\/Screen-Shot-2019-09-23-at-11.07.03-AM-1024x915.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9bff99e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9bff99e\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-91d83fc\" data-id=\"91d83fc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b44f502 elementor-widget elementor-widget-ha-slider happy-addon ha-slider\" data-id=\"b44f502\" data-element_type=\"widget\" data-settings=\"{&quot;animation_speed&quot;:300,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:3000,&quot;loop&quot;:&quot;yes&quot;,&quot;navigation&quot;:&quot;arrow&quot;}\" data-widget_type=\"ha-slider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t<div class=\"hajs-slick ha-slick ha-slick--slider\">\n\n\t\t\t\n\t\t\t\t<div class=\"ha-slick-slide slick-slide\">\n\t\t\t\t\t<div class=\"ha-slick-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"ha-slick-img\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2019\/11\/Screen-Shot-2019-09-22-at-10.14.17-PM-1024x575.png\" alt=\"\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\n\t\t\t\t<div class=\"ha-slick-slide slick-slide\">\n\t\t\t\t\t<div class=\"ha-slick-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"ha-slick-img\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2019\/11\/Screen-Shot-2019-09-22-at-10.02.29-PM-1024x533.png\" alt=\"\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\n\t\t\t\t<div class=\"ha-slick-slide slick-slide\">\n\t\t\t\t\t<div class=\"ha-slick-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"ha-slick-img\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2019\/11\/Screen-Shot-2019-09-22-at-10.10.20-PM-1024x559.png\" alt=\"\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\n\t\t\t\t<div class=\"ha-slick-slide slick-slide\">\n\t\t\t\t\t<div class=\"ha-slick-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"ha-slick-img\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2019\/11\/Screen-Shot-2019-09-22-at-10.10.43-PM-1024x565.png\" alt=\"\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\n\t\t\t\t<div class=\"ha-slick-slide slick-slide\">\n\t\t\t\t\t<div class=\"ha-slick-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"ha-slick-img\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2019\/11\/Screen-Shot-2019-09-22-at-10.13.59-PM-1024x571.png\" alt=\"\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\n\t\t\t\t<div class=\"ha-slick-slide slick-slide\">\n\t\t\t\t\t<div class=\"ha-slick-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"ha-slick-img\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2019\/11\/Screen-Shot-2019-09-22-at-10.19.27-PM-1024x559.png\" alt=\"\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\n\t\t<\/div>\n\n\t\t\t\t\t<button type=\"button\" class=\"slick-prev\"><i aria-hidden=\"true\" class=\"fas fa-chevron-left\"><\/i><\/button>\n\t\t\n\t\t\t\t\t<button type=\"button\" class=\"slick-next\"><i aria-hidden=\"true\" class=\"fas fa-chevron-right\"><\/i><\/button>\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e39399f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e39399f\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d949b7b\" data-id=\"d949b7b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e7a0dde elementor-widget elementor-widget-text-editor\" data-id=\"e7a0dde\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Let&#8217;s have a close look at trend in Europe and UK region<\/strong><\/p><p>Overall, Germany is the most innovative country, having the largest patent applicants proportion. More specifically,\u00a0the patent applicant inflows and outflows are very balanced in Germany and France. UK outputs more applicants than it inputs, while Switzerland attracts much more foreign applicants than it sends out.\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8d3c079 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8d3c079\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5872cfc\" data-id=\"5872cfc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1b4fb2e elementor-widget elementor-widget-image\" data-id=\"1b4fb2e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"943\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2019\/11\/Screen-Shot-2019-09-23-at-2.22.13-PM-1024x943.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4482e80 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4482e80\" data-element_type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6ae5a76\" data-id=\"6ae5a76\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-22e8a56 elementor-widget elementor-widget-image\" data-id=\"22e8a56\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"944\" src=\"https:\/\/weijiabin.xyz\/wp-content\/uploads\/2019\/11\/Screen-Shot-2019-09-23-at-2.22.23-PM-1024x944.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>In this study, we used patent application author information data from WIPO to analyze the innovation path different countries adopted in the past 50 years. With the aid of dynamic time\u00a0warping (DTW) algorithm, we first measure the similarities among the temporal sequences of the percentage of resident patent applicants (applicants that reside in the country\/all [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[17,18],"tags":[19,29],"class_list":["post-634","post","type-post","status-publish","format-standard","hentry","category-ai-ml","category-data-analytics-visualization","tag-data-driven","tag-network-analysis","entry"],"_links":{"self":[{"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/posts\/634","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=634"}],"version-history":[{"count":33,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/posts\/634\/revisions"}],"predecessor-version":[{"id":1445,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=\/wp\/v2\/posts\/634\/revisions\/1445"}],"wp:attachment":[{"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=634"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=634"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/weijiabin.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=634"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}