{"id":1119,"date":"2018-04-27T00:21:47","date_gmt":"2018-04-27T04:21:47","guid":{"rendered":"http:\/\/community.mis.temple.edu\/seminars\/?p=1119"},"modified":"2018-04-30T13:49:06","modified_gmt":"2018-04-30T17:49:06","slug":"alexander-tuzhilin","status":"publish","type":"post","link":"https:\/\/community.mis.temple.edu\/seminars\/alexander-tuzhilin\/","title":{"rendered":"May 4 \u2013  Alexander Tuzhilin to Present \u201cLearning to Generate Indistinguishable Product Reviews\u201d"},"content":{"rendered":"<p style=\"text-align: center\"><strong>Learning to Generate Indistinguishable Product Reviews<\/strong><\/p>\n<p style=\"text-align: center\">by<\/p>\n<p style=\"text-align: center\"><strong>Alexander Tuzhilin<\/strong><\/p>\n<p style=\"text-align: center\">Professor of Information Systems and the Leonard N. Stern Professor of Business<\/p>\n<p style=\"text-align: center\">NYU Stern School of Business<\/p>\n<p style=\"text-align: center\">Friday, May 4, 2018<\/p>\n<p style=\"text-align: center\">10:30 AM \u2013 noon<\/p>\n<p style=\"text-align: center\">Speakman Hall Suite 200<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Abstract<\/strong><\/p>\n<p>In this paper, we purpose a novel method called RevGAN to generate user reviews using a combination of Hierarchical AutoEncoder (hAE) and Conditional GAN (cGAN). We describe the proposed method and empirically demonstrate that it significantly outperforms several important benchmarks on the Amazon Review Dataset, and is also empirically indistinguishable from organic user reviews.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learning to Generate Indistinguishable Product Reviews by Alexander Tuzhilin Professor of Information Systems and the Leonard N. Stern Professor of Business NYU Stern School of Business Friday, May 4, 2018 10:30 AM \u2013 noon Speakman Hall Suite 200 &nbsp; Abstract In this paper, we purpose a novel method called RevGAN to generate user reviews using [&hellip;]<\/p>\n","protected":false},"author":11079,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1],"tags":[783214,783215,2441],"class_list":{"0":"post-1119","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-uncategorized","7":"tag-alexander-tuzhilin","8":"tag-nyu","9":"tag-product-reviews","10":"entry"},"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/community.mis.temple.edu\/seminars\/wp-json\/wp\/v2\/posts\/1119","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/community.mis.temple.edu\/seminars\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/community.mis.temple.edu\/seminars\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/seminars\/wp-json\/wp\/v2\/users\/11079"}],"replies":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/seminars\/wp-json\/wp\/v2\/comments?post=1119"}],"version-history":[{"count":3,"href":"https:\/\/community.mis.temple.edu\/seminars\/wp-json\/wp\/v2\/posts\/1119\/revisions"}],"predecessor-version":[{"id":1123,"href":"https:\/\/community.mis.temple.edu\/seminars\/wp-json\/wp\/v2\/posts\/1119\/revisions\/1123"}],"wp:attachment":[{"href":"https:\/\/community.mis.temple.edu\/seminars\/wp-json\/wp\/v2\/media?parent=1119"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/community.mis.temple.edu\/seminars\/wp-json\/wp\/v2\/categories?post=1119"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/community.mis.temple.edu\/seminars\/wp-json\/wp\/v2\/tags?post=1119"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}