{"id":418,"date":"2023-04-13T10:07:26","date_gmt":"2023-04-13T01:07:26","guid":{"rendered":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/?page_id=418"},"modified":"2025-03-02T16:37:34","modified_gmt":"2025-03-02T07:37:34","slug":"information_retrieval","status":"publish","type":"page","link":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/information_retrieval\/","title":{"rendered":"\u60c5\u5831\u691c\u7d22"},"content":{"rendered":"\n<div class=\"wp-block-cover alignfull is-light\" style=\"min-height:190px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1280\" class=\"wp-block-cover__image-background wp-image-29\" alt=\"\" src=\"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/03\/26023726_m.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/03\/26023726_m.jpg 1920w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/03\/26023726_m-300x200.jpg 300w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/03\/26023726_m-1024x683.jpg 1024w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/03\/26023726_m-768x512.jpg 768w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/03\/26023726_m-1536x1024.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-white-color has-text-color\">\u7814\u7a76\u30c6\u30fc\u30de<\/p>\n\n\n\n<div class=\"wp-block-group is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-23441af8 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center has-white-color has-text-color has-large-font-size\">\u60c5\u5831\u691c\u7d22\u3000Information Retrieval<\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u591a\u69d8\u5316<\/h2>\n\n\n\n<p>\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6e80\u8db3\u3059\u308b\u30a2\u30a4\u30c6\u30e0\u3092\u898b\u3064\u3051\u308b\u624b\u52a9\u3051\u3092\u3059\u308b\u305f\u3081\u306b\u3001Web\u30b5\u30fc\u30d3\u30b9\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u7cbe\u5ea6\u3060\u3051\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u985e\u4f3c\u3057\u305f\u30a2\u30a4\u30c6\u30e0\u304c\u591a\u304f\u63a8\u85a6\u3055\u308c\u3001\u65b0\u3057\u3044\u767a\u898b\u306e\u30c1\u30e3\u30f3\u30b9\u304c\u5931\u308f\u308c\u308b\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u79c1\u305f\u3061\u306f\u3001\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u3001\u591a\u69d8\u6027\u3092\u8003\u616e\u3057\u305f\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u7814\u7a76\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u7814\u7a76\u3067\u306f\u3001\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GNN\uff09\u3092\u57fa\u76e4\u3068\u3057\u3066\u3001\u97f3\u697d\u3084\u5546\u54c1\u306e\u63a8\u85a6\u306b\u304a\u3051\u308b\u30ab\u30c6\u30b4\u30ea\u306e\u591a\u69d8\u5316\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u3084\u30a2\u30a4\u30c6\u30e0\u3092\u30ce\u30fc\u30c9\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u30a2\u30a4\u30c6\u30e0\u306e\u76f8\u4e92\u4f5c\u7528\uff08\u4f8b\uff1a\u8996\u8074\u3001\u30af\u30ea\u30c3\u30af\u3001\u3044\u3044\u306d\uff09\u3092\u30a8\u30c3\u30b8\u3068\u3059\u308b\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u95a2\u9023\u3059\u308b\u30a2\u30a4\u30c6\u30e0\u306e\u30ab\u30c6\u30b4\u30ea\u304c\u5747\u7b49\u306b\u306a\u308b\u3088\u3046\u306b\u30a8\u30c3\u30b8\u3092\u9078\u629e\u3057\u3066\u3001\u30b5\u30d6\u30b0\u30e9\u30d5\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u3053\u306e\u30b5\u30d6\u30b0\u30e9\u30d5\u3092GNN\u306b\u5165\u529b\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u53d7\u3051\u308b\u30ab\u30c6\u30b4\u30ea\u306e\u504f\u308a\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5b66\u7fd2\u30b5\u30f3\u30d7\u30eb\u306e\u4e2d\u3067\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u76f8\u4e92\u4f5c\u7528\u304c\u5c11\u306a\u3044\u30ab\u30c6\u30b4\u30ea\u306e\u30a2\u30a4\u30c6\u30e0\u3092\u7a4d\u6975\u7684\u306b\u5b66\u7fd2\u306b\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u7cbe\u5ea6\u3092\u5927\u5e45\u306b\u72a0\u7272\u306b\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u591a\u69d8\u306a\u63a8\u85a6\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-medium is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"142\" src=\"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Divesified_RecSys-300x142.png\" alt=\"\" class=\"wp-image-519\" srcset=\"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Divesified_RecSys-300x142.png 300w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Divesified_RecSys-1024x485.png 1024w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Divesified_RecSys-768x364.png 768w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Divesified_RecSys-1536x727.png 1536w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Divesified_RecSys-2048x970.png 2048w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><figcaption class=\"wp-element-caption\">\u76f8\u4e92\u4f5c\u7528\u30b0\u30e9\u30d5\u3068\u30ab\u30c6\u30b4\u30ea\u3092\u8003\u616e\u3057\u305f\u30a8\u30c3\u30b8\u9078\u629e<\/figcaption><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>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><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u30af\u30ed\u30b9\u30c9\u30e1\u30a4\u30f3\u63a8\u85a6<\/h2>\n\n\n\n<p>\u30af\u30ed\u30b9\u30c9\u30e1\u30a4\u30f3\u63a8\u85a6\u306f\u3001\u8907\u6570\u306e\u7570\u306a\u308b\u9818\u57df\u3084\u30ab\u30c6\u30b4\u30ea\u9593\u3067\u60c5\u5831\u3092\u5171\u6709\u3057\u3001\u4e00\u3064\u306e\u9818\u57df\u3067\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u597d\u307f\u3084\u884c\u52d5\u304b\u3089\u5225\u306e\u9818\u57df\u3067\u306e\u63a8\u85a6\u3092\u884c\u3046\u6280\u8853\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u304c\u6620\u753b\u306e\u9818\u57df\u3067\u597d\u3080\u50be\u5411\u3084\u884c\u52d5\u3092\u3082\u3068\u306b\u3001\u97f3\u697d\u306e\u63a8\u85a6\u3092\u884c\u3046\u3088\u3046\u306a\u5834\u9762\u3067\u6d3b\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u6280\u8853\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u69d8\u3005\u306a\u8208\u5473\u3084\u55dc\u597d\u3092\u5e83\u3044\u7bc4\u56f2\u3067\u7406\u89e3\u3057\u3001\u3088\u308a\u9069\u5207\u306a\u63a8\u85a6\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u8fd1\u5e74\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u65e2\u5b58\u306e\u30af\u30ed\u30b9\u30c9\u30e1\u30a4\u30f3\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u8907\u6570\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u308f\u305f\u308b\u30e6\u30fc\u30b6\u30fc\u306e\u55dc\u597d\u304c\u5747\u4e00\u3067\u3042\u308b\u3068\u4eee\u5b9a\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u30a2\u30a4\u30c6\u30e0\u306e\u95a2\u9023\u6027\u306e\u985e\u4f3c\u6027\u3092\u6349\u3048\u3066\u63a8\u85a6\u3092\u884c\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7570\u306a\u308b\u30c9\u30e1\u30a4\u30f3\u9593\u3067\u6301\u3064\u8208\u5473\u306f\u591a\u69d8\u3067\u3001\u3053\u308c\u3092\u9069\u5207\u306b\u6349\u3048\u308b\u306e\u306f\u96e3\u3057\u3044\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u3001\u5f53\u7814\u7a76\u5ba4\u3067\u306f\u6575\u5bfe\u7684\u5b66\u7fd2\u306e\u8003\u3048\u65b9\u3092\u53d6\u308a\u5165\u308c\u305f\u65b0\u3057\u3044\u30af\u30ed\u30b9\u30c9\u30e1\u30a4\u30f3\u63a8\u85a6\u30e2\u30c7\u30eb\u3092\u7814\u7a76\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u55dc\u597d\u3068\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u55dc\u597d\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u3088\u308a\u6e80\u8db3\u5ea6\u306e\u9ad8\u3044\u30af\u30ed\u30b9\u30c9\u30e1\u30a4\u30f3\u63a8\u85a6\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div 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style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"521\" src=\"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Reranking-1024x521.png\" alt=\"\" class=\"wp-image-544\" style=\"width:512px;height:261px\" srcset=\"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Reranking-1024x521.png 1024w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Reranking-300x153.png 300w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Reranking-768x391.png 768w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Reranking-1536x781.png 1536w, https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-content\/uploads\/sites\/280\/2023\/04\/HP_Reranking-2048x1041.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u6620\u50cf\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u306e\u6982\u8981<\/figcaption><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>S. Yoshida, M. Muneyasu, T. Ogawa, and M. Haseyama : Heterogenerous-Graph-Based Video Search Reranking Using Topic Relevance, IEICE Trans. Fundamentals, vol. E103-A, no.12, pp. 1529-1540, Dec. 2020&nbsp;<strong>DOI:<\/strong>&nbsp;<a href=\"https:\/\/doi.org\/10.1587\/transfun.2020SMP0023\">10.1587\/transfun.2020SMP0023<\/a><\/li>\n\n\n\n<li>T. Fujii, S. Yoshida and M. Muneyasu : Video Search Reranking with Relevance Feedback Using Visual and Textual Similarities, IEICE Trans. Fundamentals, vol. E102-A, no.12, pp. 1900-1909, Dec. 2019&nbsp;<strong>DOI:<\/strong>&nbsp;<a href=\"https:\/\/doi.org\/10.1587\/transfun.E102.A.1900\">10.1587\/transfun.E102.A.1900<\/a><\/li>\n\n\n\n<li>S. Yoshida, T. Ogawa, M. Haseyama and M. Muneyasu : Graph-Based Video Search Reranking with Local and Global Consistency Analysis, IEICE Trans. Inf. &amp; Syst., vol. E101-D, no.5, pp. 1430-1440, May 2018&nbsp;<strong>DOI:<\/strong>&nbsp;<a href=\"https:\/\/doi.org\/10.1587\/transinf.2017EDP7277\">10.1587\/transinf.2017EDP7277<\/a><\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u591a\u69d8\u5316 \u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6e80\u8db3\u3059\u308b\u30a2\u30a4\u30c6\u30e0\u3092\u898b\u3064\u3051\u308b\u624b\u52a9\u3051\u3092\u3059\u308b\u305f\u3081\u306b\u3001Web\u30b5\u30fc\u30d3\u30b9\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u7cbe\u5ea6\u3060\u3051\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u985e\u4f3c\u3057\u305f\u30a2\u30a4\u30c6\u30e0\u304c\u591a\u304f\u63a8\u85a6 [&hellip;]<\/p>\n","protected":false},"author":285,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-418","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/pages\/418","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/types\/page"}],"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=418"}],"version-history":[{"count":10,"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/pages\/418\/revisions"}],"predecessor-version":[{"id":869,"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/pages\/418\/revisions\/869"}],"wp:attachment":[{"href":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/wp-json\/wp\/v2\/media?parent=418"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}