{"id":12143,"date":"2018-01-01T00:00:00","date_gmt":"2018-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2018\/algorithmic-fairness-using-machine-learning-to-detect-disparate-impact-in-geo-based-risk-modeling\/"},"modified":"2018-01-01T00:00:00","modified_gmt":"2018-01-01T08:00:00","slug":"algorithmic-fairness-using-machine-learning-to-detect-disparate-impact-in-geo-based-risk-modeling","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2018\/algorithmic-fairness-using-machine-learning-to-detect-disparate-impact-in-geo-based-risk-modeling\/","title":{"rendered":"Algorithmic Fairness: Using Machine Learning To Detect Disparate Impact In Geo-based Risk Modeling"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Consensus Corporation<\/span> <span class=\"project-dept-year\">Computer Science, 2017-18<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Harrison Lynch,  Allen Tam,  Jing Shen<br \/>\n<strong>Advisor(s):<\/strong> Yi-Chieh (Jessica) Wu<br \/>\n<strong>Students(s):<\/strong> Daniel King (PM-S),  Abby Tisdale (PM-F),  Tiffany Fong,  Kyra Yee<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Consensus Corporation makes point-of-activation software for the sale of mobile phones. This software includes a risk prediction engine, which predicts whether or not a phone plan will be deactivated and the sale deemed fraudulent. The Consensus Clinic Team&#8217;s project is twofold: (1) improve this risk prediction engine by incorporating new features and analyzing different machine learning models and (2) detect unintended bias in the risk prediction engine.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Consensus Corporation Computer Science, 2017-18 Liaison(s): Harrison Lynch, Allen Tam, Jing Shen Advisor(s): Yi-Chieh (Jessica) Wu Students(s): Daniel King (PM-S), [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140],"tags":[203],"class_list":["post-12143","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-consensus-corporation"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12143"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12143\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}