{"id":310566,"date":"2017-05-04T07:47:28","date_gmt":"2017-05-04T11:47:28","guid":{"rendered":"http:\/\/spaceweekly.com\/?guid=eb6528e86694d27dba0f0e913df93749"},"modified":"2017-05-04T07:47:28","modified_gmt":"2017-05-04T11:47:28","slug":"does-my-algorithm-work-theres-no-shortcut-for-community-detection","status":"publish","type":"post","link":"https:\/\/spaceweekly.com\/?p=310566","title":{"rendered":"Does my algorithm work? There&#8217;s no shortcut for community detection"},"content":{"rendered":"<p>Community detection is an important tool for scientists studying networks. It provides descriptions of the large-scale network by dividing its nodes into related communities. To test community detection algorithms, researchers run the algorithm on known data from a real-world network and check to see if their results match up with existing node labels\u2014metadata\u2014from that network.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Community detection is an important tool for scientists studying networks. It provides descriptions of the large-scale network by dividing its nodes into related communities. To test community detection algorithms, researchers run the algorithm on known data from a real-world network and check to see if their results match up with existing node labels&mdash;metadata&mdash;from that network.<\/p>\n","protected":false},"author":0,"featured_media":615444,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-310566","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/310566","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=310566"}],"version-history":[{"count":1,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/310566\/revisions"}],"predecessor-version":[{"id":310567,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/310566\/revisions\/310567"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/media\/615444"}],"wp:attachment":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=310566"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=310566"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=310566"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}