{"id":705,"date":"2008-06-01T13:05:29","date_gmt":"2008-06-01T04:05:29","guid":{"rendered":"http:\/\/www.is.doshisha.ac.jp\/~tomo\/ftw\/?p=704"},"modified":"2008-06-01T13:05:29","modified_gmt":"2008-06-01T04:05:29","slug":"scis-isis-2008","status":"publish","type":"post","link":"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/?p=705","title":{"rendered":"SCIS &amp; ISIS 2008"},"content":{"rendered":"<p><a href=\"http:\/\/www.ip.elec.mie-u.ac.jp\/scis08\/html\/index.php\">SCIS &#038; ISIS 2008<\/a>\u3068\u3044\u3046\u56fd\u969b\u4f1a\u8b70\u304c\u540d\u53e4\u5c4b\u3067\u958b\u50ac\u3055\u308c\u308b\uff0e<br \/>\n\u30bd\u30d5\u30c8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u95a2\u3059\u308b\u56fd\u969b\u4f1a\u8b70\u306a\u306e\u3060\u304c\uff0c\u7814\u7a76\u5ba4\u304b\u3089\u306f\uff0cinteractive GA\u306e\u7814\u7a76\u767a\u8868\u3092\u7530\u4e2d\u3055\u3093\uff2d\uff11\u304c\u767a\u8868\u3092\u884c\u3046\u4e88\u5b9a\uff0e<\/p>\n<blockquote><p>Discussion on a Crossover Method using Probabilistic Model for interactive Genetic<br \/>\nAlgorithm<br \/>\nIn this research, we considered applying interactive Genetic Algorithm (iGA) to a product recommendation system. Products that suit a user\u2019s preference can be presented by applying iGA to the system and learning the user\u2019s preference. However, if the user\u2019s preference is biased, the dependency among design variables should be considered. For this reason, we proposed an offspring generation with consideration for this dependency. In the proposed method, first we apply a clustering technique to the archived individuals which a user selected, and then we construct a Probabilistic Model based on that result in crossover. We plan on examining the effectiveness of the proposed mechanisms by experimenting with iGA for selecting colors and figures of symbols.<\/p><\/blockquote>\n<p>\u4eca\u5e74\u306eM1\u3067\u4e8c\u4eba\u3081\u306e\u56fd\u969b\u4f1a\u8b70\u767a\u8868\uff0e<\/p>\n","protected":false},"excerpt":{"rendered":"<p>SCIS &#038; ISIS 2008\u3068\u3044\u3046\u56fd\u969b\u4f1a\u8b70\u304c\u540d\u53e4\u5c4b\u3067\u958b\u50ac\u3055\u308c\u308b\uff0e  &hellip; <a href=\"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/?p=705\">\u7d9a\u304d\u3092\u8aad\u3080 <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-705","post","type-post","status-publish","format-standard","hentry","category-11"],"_links":{"self":[{"href":"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/index.php?rest_route=\/wp\/v2\/posts\/705","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=705"}],"version-history":[{"count":0,"href":"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/index.php?rest_route=\/wp\/v2\/posts\/705\/revisions"}],"wp:attachment":[{"href":"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=705"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=705"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/~tomo\/ftw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=705"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}