{"id":3415,"date":"2022-10-04T13:33:23","date_gmt":"2022-10-04T04:33:23","guid":{"rendered":"https:\/\/noah.ees.hokudai.ac.jp\/bio\/?page_id=3415"},"modified":"2026-04-03T16:54:14","modified_gmt":"2026-04-03T07:54:14","slug":"mds","status":"publish","type":"page","link":"https:\/\/noah.ees.hokudai.ac.jp\/bio\/?page_id=3415&lang=en","title":{"rendered":"Similarity between staff"},"content":{"rendered":"\n<p>Similarity between staff can be defined by degree of possessing keywords selected in common. Two staffs who share more keywords show higher similarity and seem to be in a similar research field. The position of each staff can be plotted in the two dimensional map based on the keyword similarity by means of the&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/en.wikipedia.org\/wiki\/Multidimensional_scaling\" target=\"_blank\"><strong>multi dimentional scaling<\/strong>&nbsp;(MDS)<\/a>&nbsp;method. This multidimensional data analyzing method can visualize similarity and help to recognize the general view of a data set.<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>You can see a full name by focusing a mouse cursor over the each plot.<\/li><li>Clicking the name display a page of staff\u2019s information.<\/li><li>Colors of the names shows the course a staff belongs to.<\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Similarity between staff can be defined by degree of possessing keywords selected in common. Two staffs who sh [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"mds-template.php","meta":{"_locale":"en_US","_original_post":"http:\/\/noah.ees.hokudai.ac.jp\/bio\/?page_id=295","footnotes":""},"class_list":["post-3415","page","type-page","status-publish","hentry","en-US"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/noah.ees.hokudai.ac.jp\/bio\/index.php?rest_route=\/wp\/v2\/pages\/3415","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/noah.ees.hokudai.ac.jp\/bio\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/noah.ees.hokudai.ac.jp\/bio\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/noah.ees.hokudai.ac.jp\/bio\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/noah.ees.hokudai.ac.jp\/bio\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3415"}],"version-history":[{"count":3,"href":"https:\/\/noah.ees.hokudai.ac.jp\/bio\/index.php?rest_route=\/wp\/v2\/pages\/3415\/revisions"}],"predecessor-version":[{"id":3474,"href":"https:\/\/noah.ees.hokudai.ac.jp\/bio\/index.php?rest_route=\/wp\/v2\/pages\/3415\/revisions\/3474"}],"wp:attachment":[{"href":"https:\/\/noah.ees.hokudai.ac.jp\/bio\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3415"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}