{"id":7780,"date":"2016-07-12T11:00:55","date_gmt":"2016-07-12T15:00:55","guid":{"rendered":"http:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=7780"},"modified":"2016-07-12T09:50:35","modified_gmt":"2016-07-12T13:50:35","slug":"colleges-can-now-figure-out-which-students-will-be-successful-even-before-classes-start","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/colleges-can-now-figure-out-which-students-will-be-successful-even-before-classes-start\/7780\/","title":{"rendered":"Colleges Can Now Figure Out Which Students Will Be Successful \u2014 Even Before Classes Start"},"content":{"rendered":"By the end of some students&#8217;\u00a0first two weeks in a college course, an analytical model\u00a0can determine with 75% accuracy rate how well they&#8217;ll end up doing. But should it? For the 2,200 students at community colleges and historically black universities, the Open Academic Analytics Initiative in 2014 \u2014 a program developed by Marist College and business analytics firm Pentaho \u2014tracked habits likeclicking on online reading materials, whether they\u00a0posted to online forums, and how long they needed to complete their\u00a0homework. The data then funelled\u00a0into a\u00a0system\u00a0designed to predict\u00a0academic success, stage interventions, and push for higher graduation rates. Other colleges have <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/colleges-can-now-figure-out-which-students-will-be-successful-even-before-classes-start\/7780\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>By the end of some students&#8217;\u00a0first two weeks in a college course, an analytical model\u00a0can determine with 75% accuracy rate how well they&#8217;ll end up doing. But should it? For the 2,200 students at community colleges and historically black universities, the Open Academic Analytics Initiative in 2014 \u2014 a program developed by Marist College and [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11],"tags":[727,42,726,725],"class_list":["post-7780","post","type-post","status-publish","format-standard","hentry","category-industry-news","tag-academics","tag-big-data","tag-data-collection","tag-higher-education"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/7780","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=7780"}],"version-history":[{"count":3,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/7780\/revisions"}],"predecessor-version":[{"id":7783,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/7780\/revisions\/7783"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=7780"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=7780"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=7780"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}