{"id":13594,"date":"2023-01-01T00:00:00","date_gmt":"2023-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/?p=13594"},"modified":"2023-05-15T09:29:24","modified_gmt":"2023-05-15T16:29:24","slug":"clustering-analysis-and-prediction-on-ebay-m2m-messaging","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2023\/clustering-analysis-and-prediction-on-ebay-m2m-messaging\/","title":{"rendered":"Clustering, Analysis, and Prediction on eBay M2M Messaging"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">eBay<\/span> <span class=\"project-dept-year\">Computer Science, 2022\u201323<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Rahul Agarwal, Kishore Paul, Raphael Tsow<br \/>\n<strong>Advisor(s):<\/strong> Melissa O\u2019Neill<br \/>\n<strong>Students(s):<\/strong> Amy Tam (PM), Wyatt Chang, David Garcia, Cynthia Hom, Andy Liu, Amani Maina-Kilaas<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>The eBay Clinic team is training model(s) on member-to-member (M2M) messaging data, which makes up a majority of users\u2019 interactions, for sentiment analysis and topic modeling to improve existing eBay models and identify new opportunities. By leveraging machine learning and natural language processing techniques on eBay\u2019s M2M data, eBay can better understand user behavior in order to better facilitate the sale of goods and services between buyers and sellers globally. eBay is a leading online marketplace for consumers worldwide.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>eBay Computer Science, 2022\u201323 Liaison(s): Rahul Agarwal, Kishore Paul, Raphael Tsow Advisor(s): Melissa O\u2019Neill Students(s): Amy Tam (PM), Wyatt Chang, [&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":[666],"class_list":["post-13594","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-ebay"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13594","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=13594"}],"version-history":[{"count":1,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13594\/revisions"}],"predecessor-version":[{"id":13658,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13594\/revisions\/13658"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=13594"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=13594"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=13594"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}