{"id":861,"date":"2025-01-01T16:18:55","date_gmt":"2025-01-01T07:18:55","guid":{"rendered":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/?p=861"},"modified":"2025-03-02T16:22:24","modified_gmt":"2025-03-02T07:22:24","slug":"ite-transactions-on-media-technology-and-applications%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","status":"publish","type":"post","link":"https:\/\/wps.itc.kansai-u.ac.jp\/s-yos\/2025\/01\/861\/","title":{"rendered":"ITE Transactions on Media Technology and Applications\u306b\u8ad6\u6587\u304c\u63a1\u9332\u3055\u308c\u307e\u3057\u305f"},"content":{"rendered":"\n<p>\u5f53\u7814\u7a76\u5ba4\u306e\u8ad6\u6587\u304cITE Transactions on Media Technology and Applications\u306b\u63a1\u9332\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>T. Abe, S. Yoshida, and M. Muneyasu: Dynamic Graph Convolutional Network with Time-Series-Aware Structural Feature Extraction for Fake News Detection, ITE Transactions on Media Technology and Applications, vol. 13, no. 1, pp. 106-118, Jan. 2025 DOI: <a href=\"https:\/\/doi.org\/10.3169\/mta.13.106\" data-type=\"link\" data-id=\"https:\/\/doi.org\/10.3169\/mta.13.106\">10.3169\/mta.13.106<\/a><\/p>\n\n\n\n<p><strong>\u6982\u8981<\/strong><\/p>\n\n\n\n<p>\u3053\u306e\u8ad6\u6587\u306f\u3001SNS\u4e0a\u3067\u62e1\u6563\u3059\u308b\u30d5\u30a7\u30a4\u30af\u30cb\u30e5\u30fc\u30b9\u3092\u691c\u51fa\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u624b\u6cd5\u3092\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002\u30d5\u30a7\u30a4\u30af\u30cb\u30e5\u30fc\u30b9\u306fSNS\u4e0a\u3067\u6025\u901f\u306b\u62e1\u6563\u3057\u3001\u793e\u4f1a\u7684\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u91cd\u5927\u306a\u554f\u984c\u3067\u3059\u3002\u672c\u7814\u7a76\u3067\u306f\u3001\u30cb\u30e5\u30fc\u30b9\u306e\u62e1\u6563\u30d1\u30bf\u30fc\u30f3\u3092\u52d5\u7684\u30b0\u30e9\u30d5\u3068\u3057\u3066\u8868\u73fe\u3057\u3001\u6642\u7cfb\u5217\u60c5\u5831\u3092\u76f4\u63a5\u53d6\u308a\u5165\u308c\u305f\u69cb\u9020\u7684\u7279\u5fb4\u62bd\u51fa\u3092\u884c\u3046Dynamic Graph Convolutional Network\uff08\u52d5\u7684\u30b0\u30e9\u30d5\u7573\u307f\u8fbc\u307f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306e\u624b\u6cd5\u3067\u306f\u69cb\u9020\u7684\u7279\u5fb4\u62bd\u51fa\u3068\u6642\u7cfb\u5217\u7279\u5fb4\u62bd\u51fa\u304c\u5225\u3005\u306b\u884c\u308f\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u63d0\u6848\u624b\u6cd5\u3067\u306f\u6642\u9593\u4f9d\u5b58\u306e\u91cd\u307f\u3092\u6301\u3064\u52d5\u7684GCN\u3092\u5c0e\u5165\u3057\u3001\u30cb\u30e5\u30fc\u30b9\u62e1\u6563\u69cb\u9020\u306e\u6642\u9593\u7684\u5909\u5316\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u6349\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5b9f\u9a13\u306e\u7d50\u679c\u3001\u63d0\u6848\u624b\u6cd5\u306f\u5f93\u6765\u306e\u624b\u6cd5\u3068\u6bd4\u8f03\u3057\u3066\u9ad8\u3044\u691c\u51fa\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u3001\u7279\u306b\u62e1\u6563\u521d\u671f\u6bb5\u968e\u3067\u306e\u691c\u51fa\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7814\u7a76\u306f\u3001SNS\u4e0a\u306e\u60c5\u5831\u62e1\u6563\u5206\u6790\u3084\u30d5\u30a7\u30a4\u30af\u30cb\u30e5\u30fc\u30b9\u5bfe\u7b56\u306b\u8ca2\u732e\u3059\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>R. Fukunaga, S. Yoshida, R. Higashimoto, and M. Muneyasu: Enhancing Robustness to Noisy Labels by Explicit Disentanglement of Similar Classes in Feature Space using Contrastive Learning, ITE Transactions on Media Technology and Applications, vol. 13, no. 1, pp. 91-105, Jan. 2025 DOI: <a href=\"https:\/\/doi.org\/10.3169\/mta.13.91\">10.3169\/mta.13.91<\/a><\/p>\n\n\n\n<p><strong>\u6982\u8981<\/strong><\/p>\n\n\n\n<p>\u3053\u306e\u8ad6\u6587\u306f\u3001\u30ce\u30a4\u30ba\u30e9\u30d9\u30eb\uff08\u8aa4\u3063\u305f\u30e9\u30d9\u30eb\uff09\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306e\u753b\u50cf\u5206\u985e\u306e\u7cbe\u5ea6\u5411\u4e0a\u624b\u6cd5\u3092\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u8a13\u7df4\u306b\u306f\u5927\u91cf\u306e\u753b\u50cf\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u30af\u30e9\u30a6\u30c9\u30bd\u30fc\u30b7\u30f3\u30b0\u3084\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u304b\u3089\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u306b\u306f\u8aa4\u3063\u305f\u30e9\u30d9\u30eb\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u3053\u308c\u304c\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u4f4e\u4e0b\u3092\u62db\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u63d0\u6848\u624b\u6cd5\u306f\u3001\u5bfe\u7167\u5b66\u7fd2\uff08contrastive learning\uff09\u3092\u7528\u3044\u3066\u3001\u7279\u5fb4\u7a7a\u9593\u3067\u985e\u4f3c\u3057\u305f\u30af\u30e9\u30b9\u3092\u660e\u793a\u7684\u306b\u5206\u96e2\u3057\u307e\u3059\u3002\u307e\u305a\u3001\u30af\u30e9\u30b9\u9593\u306e\u985e\u4f3c\u6027\u3092\u8a08\u7b97\u3057\u3066\u4f3c\u3066\u3044\u308b\u30af\u30e9\u30b9\u3092\u7279\u5b9a\u3057\u3001\u6b21\u306b\u65b0\u3057\u3044\u640d\u5931\u95a2\u6570\u3092\u5c0e\u5165\u3057\u3066\u985e\u4f3c\u30af\u30e9\u30b9\u306e\u30b5\u30f3\u30d7\u30eb\u7279\u5fb4\u3092\u7279\u5fb4\u7a7a\u9593\u3067\u5206\u96e2\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u624b\u6cd5\u3067\u306f\u89e3\u6c7a\u3067\u304d\u306a\u304b\u3063\u305f\u985e\u4f3c\u30af\u30e9\u30b9\u306e\u6df7\u5408\u554f\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>CIFAR-10\u3001CIFAR-100\u3001WebVision\u3001Clothing1M\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306e\u5b9f\u9a13\u306b\u3088\u308a\u3001\u63d0\u6848\u624b\u6cd5\u306f\u69d8\u3005\u306a\u30ce\u30a4\u30ba\u30d1\u30bf\u30fc\u30f3\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u9ad8\u3044\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u3001\u7279\u306b\u9ad8\u3044\u30ce\u30a4\u30ba\u7387\u3067\u306e\u6027\u80fd\u5411\u4e0a\u304c\u9855\u8457\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7814\u7a76\u306f\u3001\u30ce\u30a4\u30ba\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306e\u753b\u50cf\u8a8d\u8b58\u30e2\u30c7\u30eb\u306e\u8a13\u7df4\u7cbe\u5ea6\u5411\u4e0a\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f53\u7814\u7a76\u5ba4\u306e\u8ad6\u6587\u304cITE Transactions on Media Technology and Applications\u306b\u63a1\u9332\u3055\u308c\u307e\u3057\u305f\u3002 T. Abe, S. Yoshida, and M. 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