{"id":5803,"date":"2017-12-27T11:18:28","date_gmt":"2017-12-27T02:18:28","guid":{"rendered":"https:\/\/www.waseda.jp\/fpse\/winpec\/?p=5803"},"modified":"2017-12-27T11:18:28","modified_gmt":"2017-12-27T02:18:28","slug":"%e3%80%90%e9%85%8d%e5%b8%83%e8%b3%87%e6%96%99%e3%81%ae%e3%81%94%e6%a1%88%e5%86%85%e3%80%9112%e6%9c%8812%e6%97%a5%e7%8f%be%e6%94%bf%e7%a0%94%e3%82%bb%e3%83%9f%e3%83%8a%e3%83%bc%ef%bc%88presenter-yevge","status":"publish","type":"post","link":"https:\/\/www.waseda.jp\/fpse\/winpec\/news\/2017\/12\/27\/5803\/","title":{"rendered":"\u3010\u914d\u5e03\u8cc7\u6599\u306e\u3054\u6848\u5185\u301112\u670812\u65e5\u73fe\u653f\u7814\u30bb\u30df\u30ca\u30fc\uff08Presenter: Yevgeniy Golovchenko\uff09\/ Informaiton about the Lecture Material of the WINPEC Seminar on December 12."},"content":{"rendered":"<p><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\"><span style=\"color: #000000;\">\u00a0<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span lang=\"EN-US\"><span style=\"font-family: Arial;\">12<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u6708<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">12<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u65e5\uff08\u706b\uff09\u73fe\u653f\u7814\u30bb\u30df\u30ca\u30fc\u3067\u914d\u5e03\u3055\u308c\u305f\u8cc7\u6599\u304c\u3001<\/span><\/span><span style=\"color: #000000;\"><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u8b1b\u5e2b\u3067\u3042\u308b<span lang=\"EN-US\">Yevgeniy Golovchenko \u5148\u751f\u306eweb\u30b5\u30a4\u30c8\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u307e\u3057\u305f\u3002\u7686\u69d8\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/span><\/span><\/span><\/p>\n<p><a href=\"http:\/\/golovchenko.github.io\/waseda.html\">http:\/\/golovchenko.github.io\/waseda.html<\/a><\/p>\n<p>The Lecture Materials of the WINPEC Seminar on December 12\u00a0have been\u00a0uploaded on <span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\"><span lang=\"EN-US\">Yevgeniy Golovchenko&#8217;s<\/span><\/span> website.<\/p>\n<p><a href=\"http:\/\/golovchenko.github.io\/waseda.html\">http:\/\/golovchenko.github.io\/waseda.html<\/a><\/p>\n<p><span lang=\"EN-US\"><span style=\"color: #000000; font-family: Arial;\">\u00a0<\/span><\/span><\/p>\n<p>\u30bb\u30df\u30ca\u30fc\u8a73\u7d30<\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3010\u65e5\u3000\u6642\u3011<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">12<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u6708<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">12<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u65e5\uff08\u706b\uff09<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">10:40~12:10<\/span><\/span><\/span><\/p>\n<p><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\"><span style=\"color: #000000;\">\u3010\u5834\u3000\u6240\u3011\u65e9\u7a32\u7530\u5927\u5b66\u3000\u65e9\u7a32\u7530\u30ad\u30e3\u30f3\u30d1\u30b9\uff13\u53f7\u9928\uff11\uff10\u968e\u7b2c\u4e00\u4f1a\u8b70\u5ba4<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3010\u8b1b\u3000\u5e2b\u3011<\/span><span style=\"font-family: Arial;\"> <span lang=\"EN-US\">Yevgeniy Golovchenko (PhD Fellow, University of Copenhagen)<\/span><\/span><\/span><\/p>\n<p><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\"><span style=\"color: #000000;\">\u3010\u8b1b\u6f14\u30bf\u30a4\u30c8\u30eb\u3011\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u306e\u5b9f\u7fd2<\/span><\/span><\/p>\n<p><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\"><span style=\"color: #000000;\">\u3010\u62db\u8058\u6559\u54e1\u3011\u6238\u5802\u5eb7\u4e4b<\/span><\/span><\/p>\n<p><span lang=\"EN-US\"><span style=\"color: #000000; font-family: Arial;\">\u00a0<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3010<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">TIME<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3011<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">Tuesday,Dec.12. 10:40~12:10<\/span><\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3010<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">Venue<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3011<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">The meeting room (conference room) #1, BUILDING 3 &#8211; Floor 10..<\/span><\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3010<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">Presenter<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3011<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">Yevgeniy Golovchenko (PhD Fellow, University of Copenhagen)<\/span><\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3010<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">Title<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3011<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">Statistical Analysis of Text: Topic Modeling<\/span><\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3010<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">Organizer<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3011<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">Prof. Yasuyuki Todo<\/span><\/span><\/span><\/p>\n<p><span lang=\"EN-US\"><span style=\"color: #000000; font-family: Arial;\">\u00a0<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3010\u8981\u65e8<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">\/ Abstract<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3011\u672c\u8b1b\u6f14\u3067\u306f\u3001<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">R<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3092\u5229\u7528\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u306e\u624b\u6cd5\u3092\u7d39\u4ecb\u3059\u308b\u3002\u7279\u306b<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">Structural Topic Modeling (STM)<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3002\u53d7\u8b1b\u751f\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u6301\u53c2\u3057\u3066\u3001\u5b9f\u969b\u306b<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">R<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3092\u4f7f\u3063\u3066\u4f5c\u696d\u3092\u3059\u308b\u3053\u3068\u304c\u671b\u307e\u308c\u308b\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u524d\u3082\u3063\u3066<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">R<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u304a\u3088\u3073<\/span><span lang=\"EN-US\"><span style=\"font-family: Arial;\">RStudio<\/span><\/span><span style=\"font-family: '\uff2d\uff33 \u30b4\u30b7\u30c3\u30af'; font-size: 10pt;\">\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u53c2\u52a0\u3057\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u3002<\/span><\/span><\/p>\n<p><span lang=\"EN-US\"><span style=\"color: #000000; font-family: Arial;\">Participants are expected to bring their own computer and actually work with R. Therefore, please install R and RStudio in advance and participate.<\/span><\/span><\/p>\n<p><span lang=\"EN-US\"><span style=\"color: #000000; font-family: Arial;\">\u00a0<\/span><\/span><\/p>\n<p><span lang=\"EN-US\"><span style=\"color: #000000; font-family: Arial;\">The workshop will present the core principals behind the unsupervised machine learning approach towards text with an emphasis on Structural Topic Modeling (STM). Furthermore, the event will offer practical hands-on experience with topic model analysis of text in R. <\/span><\/span><\/p>\n<p><span lang=\"EN-US\"><span style=\"color: #000000; font-family: Arial;\">Social scientists have used quantitative content analysis for decades to understand the breadth of frames, topics and discourses. The approach can be used for descriptive purposes, such as the study of policy change throughout time. It can also be used for causal inquiries, such the study of the media\u2019s effect on political opinions and attitudes among citizens.\u00a0 Manual content analysis, however, can be both highly time consuming and limited to only a small proportion of the text corpus. The workshop will introduce the recent advancements in Topic Modeling as an attempt to automate content analysis in order enable a study of large data sets. Furthermore, the workshop will lead to a discussion of the benefits of topic modeling in relation to other methodologies within both computer science and social science. <\/span><\/span><\/p>\n<p><span lang=\"EN-US\"><span style=\"color: #000000; font-family: Arial;\">\u00a0<\/span><\/span><\/p>\n<p><span lang=\"EN-US\"><span style=\"color: #000000; font-family: Arial;\">\u00a0<\/span><\/span><\/p>\n<p>\u203b\u8b1b\u5e2b\u306eYevgeniy Golovchenko\u5148\u751f\u3088\u308a12\/12\u306e\u30bb\u30df\u30ca\u30fc\u306e\u30a4\u30f3\u30d5\u30a9\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u9802\u304d\u307e\u3057\u305f\u3002\u4e0b\u8a18\uff35\uff32\uff2c\u3088\u308a\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u203bWe received the important information about the seminar on Dec.12 from Prof. Yevgeniy Golovchenko . Please confirm from the following URL.<\/p>\n<p><a href=\"https:\/\/waseda.box.com\/s\/t50w04d2f22mj8petmt580dcpwkibwn7\">https:\/\/waseda.box.com\/s\/t50w04d2f22mj8petmt580dcpwkibwn7<\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00a0 12\u670812\u65e5\uff08\u706b\uff09\u73fe\u653f\u7814\u30bb\u30df\u30ca\u30fc\u3067\u914d\u5e03\u3055\u308c\u305f\u8cc7\u6599\u304c\u3001\u8b1b\u5e2b\u3067\u3042\u308bYevgeniy Golovchenko \u5148\u751f\u306eweb\u30b5\u30a4\u30c8\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u307e\u3057\u305f\u3002\u7686\u69d8\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 http:\/\/golovchenko.git [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[103,104,105,1],"tags":[99,18],"class_list":["post-5803","post","type-post","status-publish","format-standard","hentry","category-news-en","category-other-en","category-other","category-news","tag-events-en","tag-events"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.waseda.jp\/fpse\/winpec\/wp-json\/wp\/v2\/posts\/5803","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.waseda.jp\/fpse\/winpec\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.waseda.jp\/fpse\/winpec\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/fpse\/winpec\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/fpse\/winpec\/wp-json\/wp\/v2\/comments?post=5803"}],"version-history":[{"count":0,"href":"https:\/\/www.waseda.jp\/fpse\/winpec\/wp-json\/wp\/v2\/posts\/5803\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.waseda.jp\/fpse\/winpec\/wp-json\/wp\/v2\/media?parent=5803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.waseda.jp\/fpse\/winpec\/wp-json\/wp\/v2\/categories?post=5803"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.waseda.jp\/fpse\/winpec\/wp-json\/wp\/v2\/tags?post=5803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}