{"id":837,"date":"2024-09-24T12:02:09","date_gmt":"2024-09-24T03:02:09","guid":{"rendered":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/?p=837"},"modified":"2024-09-24T12:02:09","modified_gmt":"2024-09-24T03:02:09","slug":"pattern-recognition-letters%e3%81%ab%e8%ab%96%e6%96%87%e3%81%8c%e6%8e%a1%e9%8c%b2%e3%81%95%e3%82%8c%e3%81%be%e3%81%97%e3%81%9f-2","status":"publish","type":"post","link":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/2024\/09\/837\/","title":{"rendered":"Pattern Recognition Letters\u306b\u8ad6\u6587\u304c\u63a1\u9332\u3055\u308c\u307e\u3057\u305f"},"content":{"rendered":"\n<p>\u5f53\u7814\u7a76\u5ba4\u306e\u8ad6\u6587\u304cPattern Recognition Letters\u306b\u63a1\u9332\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>T. Sugiyama, S. Yoshida, and M. Muneyasu: DRGNN: Disentangled Representation Graph Neural Network for Diverse Category-level Recommendations, Pattern Recognition Letters, vol. 186, pp. 78-84, Oct. 2024\u00a0<strong>DOI:<\/strong>\u00a0<a href=\"https:\/\/doi.org\/10.1016\/j.patrec.2024.09.008\">10.1016\/j.patrec.2024.09.008<\/a><\/p>\n\n\n\n<p><strong>\u6982\u8981<\/strong><\/p>\n\n\n\n<p>\u3053\u306e\u8ad6\u6587\u306f\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\uff08RecSys\uff09\u306b\u304a\u3051\u308b\u591a\u69d8\u6027\u3068\u7cbe\u5ea6\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u65b0\u624b\u6cd5\u300cDRGNN\uff08Disentangled Representation Graph Neural Network\uff09\u300d\u3092\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002\u73fe\u4ee3\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30b5\u30fc\u30d3\u30b9\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u305d\u306e\u7cbe\u5ea6\u5411\u4e0a\u306b\u4f34\u3044\u3001\u7279\u5b9a\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u504f\u91cd\u3059\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>DRGNN\u306f\u3001\u3053\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u4e8c\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u5c0e\u5165\u3057\u3066\u3044\u307e\u3059\u3002\u7b2c\u4e00\u306b\u3001disentangled representation learning \u3092\u7528\u3044\u3066\u30a2\u30a4\u30c6\u30e0\u55dc\u597d\u3068\u30ab\u30c6\u30b4\u30ea\u30fc\u55dc\u597d\u3092\u5206\u96e2\u3057\u307e\u3059\u3002\u7b2c\u4e8c\u306b\u3001category-aware positive sampling \u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u504f\u308a\u3092\u7de9\u548c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6211\u3005\u306f\u5b9f\u969b\u306eE\u30b3\u30de\u30fc\u30b9\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u3066\u5b9f\u8a3c\u5b9f\u9a13\u3092\u884c\u3044\u3001DRGNN\u304c\u65e2\u5b58\u306e\u6700\u5148\u7aef\u624b\u6cd5\u3068\u6bd4\u8f03\u3057\u3066\u3001\u63a8\u85a6\u306e\u591a\u69d8\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u3064\u3064\u3001\u9ad8\u3044\u7cbe\u5ea6\u3092\u7dad\u6301\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574\u306b\u3088\u308a\u3001\u591a\u69d8\u6027\u3068\u7cbe\u5ea6\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u67d4\u8edf\u306b\u5236\u5fa1\u3067\u304d\u308b\u3053\u3068\u3082\u5b9f\u8a3c\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u7814\u7a76\u306f\u3001\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GNN\uff09\u3092\u57fa\u76e4\u3068\u3057\u305f\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u65b0\u624b\u6cd5\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u5411\u4e0a\u3068\u65b0\u898f\u30a2\u30a4\u30c6\u30e0\u306e\u767a\u898b\u6a5f\u4f1a\u306e\u5897\u52a0\u306b\u5bc4\u4e0e\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f53\u7814\u7a76\u5ba4\u306e\u8ad6\u6587\u304cPattern Recognition Letters\u306b\u63a1\u9332\u3055\u308c\u307e\u3057\u305f\u3002 T. Sugiyama, S. Yoshida, and M. Muneyasu: DRGNN: Disentangled Rep [&hellip;]<\/p>\n","protected":false},"author":285,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-837","post","type-post","status-publish","format-standard","hentry","category-publications"],"_links":{"self":[{"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/posts\/837","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/users\/285"}],"replies":[{"embeddable":true,"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/comments?post=837"}],"version-history":[{"count":1,"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/posts\/837\/revisions"}],"predecessor-version":[{"id":838,"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/posts\/837\/revisions\/838"}],"wp:attachment":[{"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/media?parent=837"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/categories?post=837"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/tags?post=837"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}