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\u91d1\u878d\u696d\u754c\u3067\u4eca\u5f8cAI\u6d3b\u7528\u304c\u5fc5\u8981\u306b\u306a\u3063\u305f\u7406\u7531\u3068\u306f\uff1f\u6d3b\u7528\u4e8b\u4f8b\u3082\u89e3\u8aac &#8211; <a href=\"https:\/\/financial.ctc-g.co.jp\/itinfo\/2401-financial-ai\">https:\/\/financial.ctc-g.co.jp\/itinfo\/2401-financial-ai<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1-2.\u4e0d\u6b63\u691c\u77e5AI\u306e\u4ed5\u7d44\u307f\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u306e\u5b9f\u73fe<\/h3>\n\n\n\n<p>\u4e0d\u6b63\u691c\u77e5AI\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u3066\u53d6\u5f15\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3057\u3001\u4e0d\u5be9\u306a\u53d6\u5f15\u30d1\u30bf\u30fc\u30f3\u3092\u5373\u5ea7\u306b\u691c\u51fa\u3057\u307e\u3059\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u904e\u53bb\u306e\u53d6\u5f15\u5c65\u6b74\u3084\u9867\u5ba2\u306e\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3001\u901a\u5e38\u3068\u306f\u7570\u306a\u308b\u53d6\u5f15\u3092\u77ac\u6642\u306b\u5224\u5225\u3067\u304d\u307e\u3059\u3002<br><br>\u4f8b\u3048\u3070\u3001Spend Guard\u306e\u3088\u3046\u306a\u4e0d\u6b63\u691c\u77e5AI\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u652f\u51fa\u3092\u81ea\u52d5\u7684\u306b\u76e3\u67fb\u3057\u3001\u7591\u308f\u3057\u3044\u53d6\u5f15\u3092\u62c5\u5f53\u8005\u306b\u901a\u77e5\u3059\u308b\u3053\u3068\u3067\u3001\u76e3\u67fb\u52b9\u7387\u3092\u6700\u5927\u5316\u3057\u307e\u3059\u3002\u307e\u305f\u3001AI\u306f\u8907\u6570\u306e\u53d6\u5f15\u3092\u7dcf\u5408\u7684\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u500b\u5225\u306b\u898b\u305f\u3060\u3051\u3067\u306f\u6c17\u4ed8\u304d\u306b\u304f\u3044\u4e0d\u6b63\u30d1\u30bf\u30fc\u30f3\u3082\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u91cd\u8981\u306a\u70b9\u306f\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u9001\u4fe1\u3055\u308c\u305f\u77ac\u9593\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3092\u884c\u3044\u3001\u7591\u308f\u3057\u3044\u53d6\u5f15\u304c\u691c\u51fa\u3055\u308c\u305f\u5834\u5408\u306f\u65e2\u5b58\u306e\u627f\u8a8d\u30d7\u30ed\u30bb\u30b9\u306b\u81ea\u52d5\u7684\u306b\u30ec\u30d3\u30e5\u30fc\u62c5\u5f53\u8005\u3092\u8ffd\u52a0\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002<br><br>\u3053\u306e\u3088\u3046\u306b\u3001AI\u306b\u3088\u308b\u4e0d\u6b63\u691c\u77e5\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5f93\u6765\u306e\u624b\u4f5c\u696d\u306b\u3088\u308b\u76e3\u67fb\u3067\u306f\u898b\u9003\u3055\u308c\u304c\u3061\u3060\u3063\u305f\u4e0d\u6b63\u3092\u52b9\u7387\u7684\u306b\u767a\u898b\u3057\u3001\u91d1\u878d\u53d6\u5f15\u306e\u5b89\u5168\u6027\u3092\u9ad8\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53c2\u7167: Spend Guard\uff5cAI\u306b\u3088\u308b\u4e0d\u6b63\u691c\u77e5\u30fb\u76e3\u8996 | \u88fd\u54c1 | Coupa\uff08\u30af\u30fc\u30d1\uff09 &#8211; <a href=\"https:\/\/coupa.co.jp\/community\/community-intelligence\/spend-guard\">https:\/\/coupa.co.jp\/community\/community-intelligence\/spend-guard<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1-3.AI\u306b\u3088\u308b\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u9769\u65b0\u3068\u5f93\u6765\u624b\u6cd5\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<p>AI\u306b\u3088\u308b\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5f93\u6765\u306e\u91d1\u878d\u5be9\u67fb\u3092\u5927\u304d\u304f\u5909\u9769\u3057\u3066\u3044\u307e\u3059\u3002\u4e2d\u5c0f\u4f01\u696d\u306e\u878d\u8cc7\u5be9\u67fb\u306b\u304a\u3044\u3066\u3001\u5f93\u6765\u306e\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u3088\u308b\u7d71\u8a08\u7684\u624b\u6cd5\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305fGradient Boosting Decision Tree\uff08GBDT\uff09\u3084Neural Network\u306a\u3069\u306e\u624b\u6cd5\u3078\u306e\u79fb\u884c\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<br><br>\u3053\u306e\u9769\u65b0\u306b\u3088\u308a\u3001GBDT\u3092\u7528\u3044\u305f\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u5f93\u6765\u624b\u6cd5\u3068\u6bd4\u8f03\u3057\u3066AR\u5024\u304c\u7d040.1\u9ad8\u3044\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u30c7\u30fc\u30bf\u6570\u304c1\u4e07\u4ef6\u3092\u8d85\u3048\u308b\u5834\u5408\u3001GBDT\u306e\u7cbe\u5ea6\u306f\u4ed6\u306e\u624b\u6cd5\u3068\u6bd4\u8f03\u3057\u3066\u5927\u304d\u304f\u5411\u4e0a\u3059\u308b\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<br><br>\u3055\u3089\u306b\u3001\u8907\u6570\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u5b66\u7fd2\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u5358\u4f53\u306eGBDT\u3068\u6bd4\u8f03\u3057\u3066AR\u5024\u304c0.01\u7a0b\u5ea6\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u7d50\u679c\u3001\u5f93\u6765\u306e\u624b\u6cd5\u3068\u6bd4\u8f03\u3057\u3066\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u7387\u3092\u7d0416%\u4f4e\u6e1b\u3055\u305b\u308b\u52b9\u679c\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u624b\u6cd5<\/td><td>\u7279\u5fb4<\/td><td>\u52b9\u679c<\/td><\/tr><tr><td>\u5f93\u6765\u624b\u6cd5<\/td><td>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u3088\u308b\u7d71\u8a08\u5206\u6790<\/td><td>\u57fa\u6e96\u5024<\/td><\/tr><tr><td>GBDT<\/td><td>\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u9ad8\u7cbe\u5ea6\u4e88\u6e2c<\/td><td>AR\u50240.1\u5411\u4e0a<\/td><\/tr><tr><td>\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u5b66\u7fd2<\/td><td>\u8907\u6570\u30e2\u30c7\u30eb\u306e\u7d44\u307f\u5408\u308f\u305b<\/td><td>\u30c7\u30d5\u30a9\u30eb\u30c8\u738716%\u6e1b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u53c2\u7167: \u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u4e2d\u5c0f\u4f01\u696d\u306e\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9 &#8211; <a href=\"https:\/\/sigfin.org\/?plugin=attach&amp;refer=019-04&amp;openfile=SIG-FIN-019-04.pdf\">https:\/\/sigfin.org\/?plugin=attach&amp;refer=019-04&amp;openfile=SIG-FIN-019-04.pdf<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2.\u4e0d\u6b63\u691c\u77e5AI\u306e\u5177\u4f53\u7684\u6d3b\u7528\u4e8b\u4f8b\u3068\u52b9\u679c<\/h2>\n\n\n\n<p>\u91d1\u878d\u6a5f\u95a2\u304c\u76f4\u9762\u3059\u308b\u4e0d\u6b63\u53d6\u5f15\u306e\u554f\u984c\u306b\u5bfe\u3057\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u9769\u65b0\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u7d9a\u3005\u3068\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306e\u4e0d\u6b63\u5229\u7528\u3001\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u306e\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u3001\u30de\u30cd\u30fc\u30ed\u30f3\u30c0\u30ea\u30f3\u30b0\u306a\u3069\u3001\u69d8\u3005\u306a\u4e0d\u6b63\u884c\u70ba\u306b\u5bfe\u3057\u3066\u3001AI\u306b\u3088\u308b\u9ad8\u5ea6\u306a\u691c\u77e5\u30fb\u9632\u6b62\u30b7\u30b9\u30c6\u30e0\u304c\u52b9\u679c\u3092\u767a\u63ee\u3057\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u306e\u6d3b\u7528\u4e8b\u4f8b\u304b\u3089\u3001AI\u304c\u3069\u306e\u3088\u3046\u306b\u4e0d\u6b63\u3092\u691c\u77e5\u3057\u3001\u88ab\u5bb3\u3092\u6700\u5c0f\u5316\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u5177\u4f53\u7684\u306a\u4ed5\u7d44\u307f\u3068\u6210\u679c\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2-1.\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u4e0d\u6b63\u5229\u7528\u306e\u65e9\u671f\u767a\u898b\u3068\u88ab\u5bb3\u6700\u5c0f\u5316<\/h3>\n\n\n\n<p>\u6628\u4eca\u306eEC\u30b5\u30a4\u30c8\u5229\u7528\u5897\u52a0\u306b\u4f34\u3044\u3001\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306e\u4e0d\u6b63\u5229\u7528\u88ab\u5bb3\u3082\u6df1\u523b\u5316\u3057\u3066\u3044\u307e\u3059\u30022021\u5e74\u306e\u4e0d\u6b63\u5229\u7528\u88ab\u5bb3\u984d\u306f\u7d04330\u5104\u5186\u306b\u9054\u3057\u3001\u7279\u306b\u756a\u53f7\u76d7\u7528\u306b\u3088\u308b\u88ab\u5bb3\u304c\u76ee\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<br><br>\u3053\u3046\u3057\u305f\u72b6\u6cc1\u306b\u5bfe\u3057\u3001SB\u30da\u30a4\u30e1\u30f3\u30c8\u30b5\u30fc\u30d3\u30b9\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u4e0d\u6b63\u691c\u77e5\u30b7\u30b9\u30c6\u30e0\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u81a8\u5927\u306a\u6c7a\u6e08\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u5b66\u7fd2\u3067\u5206\u6790\u3057\u3001\u4e0d\u6b63\u5229\u7528\u306e\u30ea\u30b9\u30af\u3092\u30b9\u30b3\u30a2\u5316\u3057\u3066\u901a\u77e5\u3057\u307e\u3059\u3002<br><br>\u5f93\u6765\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b3\u30fc\u30c9\u30843D\u30bb\u30ad\u30e5\u30a2\u8a8d\u8a3c\u3068\u306f\u7570\u306a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u8ca0\u62c5\u3092\u304b\u3051\u308b\u3053\u3068\u306a\u304f\u3001\u8cfc\u5165\u30dc\u30bf\u30f3\u304c\u62bc\u3055\u308c\u305f\u77ac\u9593\u306b\u4e0d\u6b63\u5224\u5b9a\u3092\u884c\u3044\u307e\u3059\u3002\u30ea\u30b9\u30af\u304c\u9ad8\u3044\u3068\u5224\u65ad\u3055\u308c\u305f\u5834\u5408\u306f\u3001\u8ffd\u52a0\u8a8d\u8a3c\u3092\u8981\u6c42\u3057\u305f\u308a\u3001\u5225\u306e\u6c7a\u6e08\u624b\u6bb5\u3092\u6848\u5185\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001\u88ab\u5bb3\u3092\u672a\u7136\u306b\u9632\u304e\u307e\u3059\u3002<br><br>\u3053\u306eAI\u4e0d\u6b63\u691c\u77e5\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001EC\u4e8b\u696d\u8005\u306f\u58f2\u4e0a\u640d\u5931\u3092\u9632\u304e\u306a\u304c\u3089\u3001\u9867\u5ba2\u306e\u4fe1\u983c\u3082\u7dad\u6301\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u7d99\u7d9a\u7684\u306b\u5b66\u7fd2\u3092\u91cd\u306d\u3001\u65b0\u305f\u306a\u4e0d\u6b63\u30d1\u30bf\u30fc\u30f3\u306b\u3082\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u53c2\u7167: \u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306e\u4e0d\u6b63\u5229\u7528\u3092\u672a\u7136\u306b\u9632\u3050\u300cAI\u4e0d\u6b63\u691c\u77e5\u300d \u305d\u306e &#8230; &#8211; <a href=\"https:\/\/www.dentsudigital.co.jp\/knowledge-charge\/articles\/2022\/1012-ai-fraud-detection\">https:\/\/www.dentsudigital.co.jp\/knowledge-charge\/articles\/2022\/1012-ai-fraud-detection<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2-2.\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u30fb\u30e2\u30d0\u30a4\u30eb\u6c7a\u6e08\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5f37\u5316<\/h3>\n\n\n\n<p>AI\u3092\u6d3b\u7528\u3057\u305f\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u3068\u30e2\u30d0\u30a4\u30eb\u6c7a\u6e08\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306f\u3001\u6b21\u4e16\u4ee3\u306e\u8a8d\u8a3c\u6280\u8853\u3067\u5927\u304d\u304f\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u6700\u65b0\u306eAI\u642d\u8f09\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u9854\u8a8d\u8a3c\u3084\u6307\u7d0b\u8a8d\u8a3c\u306a\u3069\u306e\u751f\u4f53\u8a8d\u8a3c\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u5b66\u7fd2\u3067\u5206\u6790\u3057\u3001\u306a\u308a\u3059\u307e\u3057\u3084\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u3092\u9632\u6b62\u3057\u307e\u3059\u3002<br><br>\u3055\u3089\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u666e\u6bb5\u306e\u53d6\u5f15\u30d1\u30bf\u30fc\u30f3\u3084\u7aef\u672b\u306e\u64cd\u4f5c\u7279\u6027\u3092AI\u304c\u5b66\u7fd2\u3057\u3001\u901a\u5e38\u3068\u7570\u306a\u308b\u4e0d\u81ea\u7136\u306a\u884c\u52d5\u3092\u691c\u77e5\u3057\u305f\u5834\u5408\u306f\u3001\u5373\u5ea7\u306b\u53d6\u5f15\u3092\u505c\u6b62\u3057\u307e\u3059\u3002\u7279\u306b\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u52a0\u901f\u5ea6\u30bb\u30f3\u30b5\u30fc\u3084\u30b8\u30e3\u30a4\u30ed\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u5f97\u3089\u308c\u308b\u30c7\u30fc\u30bf\u306f\u3001\u672c\u4eba\u306e\u7279\u5fb4\u7684\u306a\u52d5\u304d\u3092\u793a\u3059\u91cd\u8981\u306a\u6307\u6a19\u3068\u306a\u308a\u307e\u3059\u3002<br><br>\u6700\u65b0\u306e\u6280\u8853\u3067\u306f\u3001\u4f4d\u7f6e\u60c5\u5831\u3084\u30c7\u30d0\u30a4\u30b9\u306e\u4f7f\u7528\u30d1\u30bf\u30fc\u30f3\u306a\u3069\u3082\u5206\u6790\u5bfe\u8c61\u3068\u306a\u308a\u3001\u3088\u308a\u7cbe\u5bc6\u306a\u672c\u4eba\u78ba\u8a8d\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u306e\u691c\u77e5\u7387\u306f\u5f93\u6765\u6bd4\u3067\u5927\u304d\u304f\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<br><br>\u3053\u306e\u3088\u3046\u306b\u3001AI\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5229\u4fbf\u6027\u3092\u640d\u306a\u3046\u3053\u3068\u306a\u304f\u3001\u3088\u308a\u5f37\u56fa\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5b9f\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56<\/td><td>\u52b9\u679c<\/td><\/tr><tr><td>\u751f\u4f53\u8a8d\u8a3cAI<\/td><td>\u306a\u308a\u3059\u307e\u3057\u9632\u6b62<\/td><\/tr><tr><td>\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u5206\u6790<\/td><td>\u4e0d\u81ea\u7136\u306a\u53d6\u5f15\u306e\u5373\u6642\u505c\u6b62<\/td><\/tr><tr><td>\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u6d3b\u7528<\/td><td>\u672c\u4eba\u7279\u5b9a\u306e\u7cbe\u5ea6\u5411\u4e0a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u53c2\u7167: \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fc\u30b3\u30fc\u30c9\u3068\u306f\uff1f\u30aa\u30f3\u30e9\u30a4\u30f3\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8981\u3068\u306a\u308b &#8230; &#8211; <a href=\"https:\/\/sekasuma.co.jp\/media\/%E3%82%BB%E3%82%AD%E3%83%A5%E3%83%AA%E3%83%86%E3%82%A3%E3%83%BC%E3%82%B3%E3%83%BC%E3%83%89%E3%81%A8%E3%81%AF%EF%BC%9F%E3%82%AA%E3%83%B3%E3%83%A9%E3%82%A4%E3%83%B3%E3%82%BB%E3%82%AD%E3%83%A5%E3%83%AA\/\">https:\/\/sekasuma.co.jp\/media\/%E3%82%BB%E3%82%AD%E3%83%A5%E3%83%AA%E3%83%86%E3%82%A3%E3%83%BC%E3%82%B3%E3%83%BC%E3%83%89%E3%81%A8%E3%81%AF%EF%BC%9F%E3%82%AA%E3%83%B3%E3%83%A9%E3%82%A4%E3%83%B3%E3%82%BB%E3%82%AD%E3%83%A5%E3%83%AA\/<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2-3.AML\u5bfe\u7b56\u306e\u5f37\u5316\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u76e3\u8996<\/h3>\n\n\n\n<p>\u91d1\u878d\u6a5f\u95a2\u306eAML\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u304a\u3044\u3066\u3001\u53d6\u5f15\u76e3\u8996\u30b7\u30b9\u30c6\u30e0\u306e\u30a2\u30e9\u30fc\u30c8\u306e\u7d0495%\u304c\u507d\u967d\u6027\u3067\u3042\u308b\u3053\u3068\u304c\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u554f\u984c\u306b\u5bfe\u3057\u3001AI\u3092\u6d3b\u7528\u3057\u305f2\u6bb5\u968e\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u52b9\u679c\u3092\u767a\u63ee\u3057\u3066\u3044\u307e\u3059\u3002<br><br>\u307e\u305a\u3001AI\u306b\u3088\u308b\u9ad8\u5ea6\u306a\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u96c6\u56e3\u3092\u9069\u5207\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u901a\u5e38\u3068\u306f\u7570\u306a\u308b\u6d3b\u52d5\u306e\u8aa4\u5206\u985e\u3092\u9632\u304e\u3001\u4e0d\u8981\u306a\u30a2\u30e9\u30fc\u30c8\u306e\u767a\u751f\u3092\u6291\u5236\u3067\u304d\u307e\u3059\u3002<br><br>\u6b21\u306b\u3001AI\u306b\u3088\u308b\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u5206\u6790\u30e2\u30c7\u30eb\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5404\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u6700\u9069\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u95be\u5024\u3092\u8a2d\u5b9a\u3057\u3001\u4e0d\u6b63\u53d6\u5f15\u306e\u691c\u77e5\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u53d6\u308a\u7d44\u307f\u3067\u3059\u3002<br><br>\u3055\u3089\u306b\u3001\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3084\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u5411\u4e0a\u3057\u3001\u3088\u308a\u52b9\u7387\u7684\u306aAML\u5bfe\u7b56\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3084\u9867\u5ba2\u306e\u30c7\u30e5\u30fc\u30c7\u30ea\u30b8\u30a7\u30f3\u30b9\u30d7\u30ed\u30bb\u30b9\u306a\u3069\u3001\u5e45\u5e83\u3044\u9818\u57df\u3067AI\u306e\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53c2\u7167: \u30a2\u30f3\u30c1\u30de\u30cd\u30fc \u30ed\u30f3\u30c0\u30ea\u30f3\u30b0 \uff08AML\uff09\u306b \u304a\u3051\u308bAI\uff1a \u5909\u5316\u306f\u9032\u884c\u4e2d &#8211; <a href=\"https:\/\/jp.niceactimize.com\/Lists\/white-papers\/ai_aml_insight_report_jp.pdf\">https:\/\/jp.niceactimize.com\/Lists\/white-papers\/ai_aml_insight_report_jp.pdf<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3.AI\u306b\u3088\u308b\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u9769\u65b0\u3068\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306e\u9032\u5316<\/h2>\n\n\n\n<p>\u91d1\u878d\u696d\u754c\u306b\u304a\u3051\u308bAI\u306e\u6d3b\u7528\u306f\u3001\u4fe1\u7528\u8a55\u4fa1\u306e\u57fa\u6e96\u3092\u5927\u304d\u304f\u5909\u9769\u3057\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e\u8ca1\u52d9\u30c7\u30fc\u30bf\u4e2d\u5fc3\u306e\u8a55\u4fa1\u304b\u3089\u3001\u53e3\u5ea7\u5165\u51fa\u91d1\u60c5\u5831\u3084SNS\u30c7\u30fc\u30bf\u306a\u3069\u3001\u591a\u69d8\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u65b0\u3057\u3044\u8a55\u4fa1\u624b\u6cd5\u3078\u306e\u79fb\u884c\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u7279\u306b\u6ce8\u76ee\u3059\u3079\u304d\u306f\u3001\u30ce\u30f3\u30d0\u30f3\u30af\u3084\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u4f01\u696d\u306b\u3088\u308b\u9769\u65b0\u7684\u306a\u53d6\u308a\u7d44\u307f\u3068\u3001\u4e2d\u5c0f\u4f01\u696d\u5411\u3051\u878d\u8cc7\u306b\u304a\u3051\u308bAI\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u6d3b\u7528\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u6700\u65b0\u306eAI\u6280\u8853\u304c\u3082\u305f\u3089\u3059\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306e\u9032\u5316\u3068\u3001\u305d\u308c\u306b\u3088\u3063\u3066\u5b9f\u73fe\u3055\u308c\u308b\u65b0\u3057\u3044\u4fe1\u7528\u8a55\u4fa1\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-1.\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u65b0\u3057\u3044\u4fe1\u7528\u8a55\u4fa1\u57fa\u6e96<\/h3>\n\n\n\n<p>\u5f93\u6765\u306e\u4fe1\u7528\u8a55\u4fa1\u306f\u8ca1\u52d9\u30c7\u30fc\u30bf\u306e\u307f\u306b\u4f9d\u5b58\u3057\u3001\u30ea\u30fc\u30de\u30f3\u30b7\u30e7\u30c3\u30af\u6642\u306b\u306f\u683c\u4ed8\u3051\u306e\u826f\u3044\u4f01\u696d\u304b\u3089\u3082\u30c7\u30d5\u30a9\u30eb\u30c8\u304c\u767a\u751f\u3059\u308b\u306a\u3069\u3001\u305d\u306e\u9650\u754c\u304c\u9732\u5448\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u3001\u73fe\u5728\u306f\u53e3\u5ea7\u5165\u51fa\u91d1\u30c7\u30fc\u30bf\u3084SNS\u30c7\u30fc\u30bf\u306a\u3069\u3001\u591a\u69d8\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u65b0\u3057\u3044\u4fe1\u7528\u8a55\u4fa1\u304c\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002<br><br>\u7279\u306b\u3001\u9280\u884c\u306e\u53e3\u5ea7\u5165\u51fa\u91d1\u30c7\u30fc\u30bf\u306f\u3001\u4f01\u696d\u306e\u4fe1\u7528\u72b6\u6cc1\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u628a\u63e1\u3067\u304d\u308b\u8cb4\u91cd\u306a\u60c5\u5831\u6e90\u3067\u3059\u3002\u65e5\u672c\u9280\u884c\u3068\u306e\u5171\u540c\u7814\u7a76\u3067\u306f\u3001\u5165\u51fa\u91d1\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u300c\u5165\u51fa\u91d1\u683c\u4ed8\u300d\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u8ca1\u52d9\u683c\u4ed8\u3092\u88dc\u5b8c\u3057\u3001\u4f01\u696d\u306e\u4fe1\u7528\u72b6\u6cc1\u3092\u6708\u6b21\u3067\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br><br>\u3055\u3089\u306b\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30ec\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u767b\u5834\u306b\u3088\u308a\u3001PC\u3084\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u878d\u8cc7\u7533\u8fbc\u304b\u3089\u5be9\u67fb\u307e\u3067\u304c\u5b8c\u7d50\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u8ca1\u52d9\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306a\u304f\u3001\u53e3\u5ea7\u5165\u51fa\u91d1\u60c5\u5831\u3084SNS\u30c7\u30fc\u30bf\u306a\u3069\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u77ed\u671f\u8cb8\u51fa\u3092\u4e2d\u5fc3\u306b\u5c55\u958b\u3059\u308b\u3053\u3068\u3067\u30ea\u30b9\u30af\u3092\u6291\u5236\u3057\u3066\u3044\u307e\u3059\u3002<br><br>\u3053\u308c\u3089\u306e\u9769\u65b0\u7684\u306a\u53d6\u308a\u7d44\u307f\u306b\u3088\u308a\u3001\u878d\u8cc7\u5bfe\u8c61\u4f01\u696d\u306e\u62e1\u5927\u3068\u5be9\u67fb\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u304c\u5b9f\u73fe\u3057\u3001\u3088\u308a\u591a\u304f\u306e\u4f01\u696d\u304c\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53c2\u7167: AI\u3092\u6d3b\u7528\u3057\u305f\u4fe1\u7528\u8a55\u4fa1\u624b\u6cd5\u306e \u73fe\u72b6\u3068\u3053\u308c\u304b\u3089 &#8211; <a href=\"https:\/\/www.boj.or.jp\/finsys\/c_aft\/workshop\/data\/rel190215d2.pdf\">https:\/\/www.boj.or.jp\/finsys\/c_aft\/workshop\/data\/rel190215d2.pdf<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-2.\u30ce\u30f3\u30d0\u30f3\u30af\u30fb\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u4f01\u696d\u306e\u878d\u8cc7\u5be9\u67fb\u9769\u547d<\/h3>\n\n\n\n<p>\u30ce\u30f3\u30d0\u30f3\u30af\u3084\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u4f01\u696d\u306e\u878d\u8cc7\u5be9\u67fb\u3067\u306f\u3001AI\u306b\u3088\u308b\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u304c\u9769\u65b0\u7684\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e\u9280\u884c\u878d\u8cc7\u3067\u306f\u6570\u9031\u9593\u304b\u304b\u3063\u3066\u3044\u305f\u5be9\u67fb\u304c\u3001AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u6700\u77ed\u6570\u5206\u3067\u5b8c\u4e86\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br><br>\u4f01\u696d\u306e\u4f1a\u8a08\u30c7\u30fc\u30bf\u3001\u53d6\u5f15\u5c65\u6b74\u3001\u3055\u3089\u306bSNS\u30c7\u30fc\u30bf\u307e\u3067\u3092\u7dcf\u5408\u7684\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u306a\u4e0e\u4fe1\u5224\u65ad\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u5be9\u67fb\u3067\u306f\u898b\u843d\u3068\u3055\u308c\u3066\u3044\u305f\u512a\u826f\u306a\u4f01\u696d\u3078\u306e\u878d\u8cc7\u6a5f\u4f1a\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<br><br>\u7279\u7b46\u3059\u3079\u304d\u306f\u3001\u66f8\u985e\u63d0\u51fa\u306e\u7c21\u7d20\u5316\u3068\u8fc5\u901f\u306a\u8cc7\u91d1\u8abf\u9054\u304c\u5b9f\u73fe\u3055\u308c\u3001\u4e2d\u5c0f\u4f01\u696d\u306e\u8cc7\u91d1\u7e70\u308a\u6539\u5584\u306b\u5927\u304d\u304f\u8ca2\u732e\u3057\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u4e00\u65b9\u3067\u3001\u9280\u884c\u878d\u8cc7\u3068\u6bd4\u8f03\u3057\u3066\u91d1\u5229\u304c\u9ad8\u3081\u306b\u8a2d\u5b9a\u3055\u308c\u308b\u50be\u5411\u306b\u3042\u308b\u305f\u3081\u3001\u4f01\u696d\u306f\u81ea\u793e\u306e\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u8cc7\u91d1\u8abf\u9054\u624b\u6bb5\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>AI\u878d\u8cc7\u306e\u7279\u5fb4<\/td><td>\u5185\u5bb9<\/td><\/tr><tr><td>\u5be9\u67fb\u6642\u9593<\/td><td>\u6700\u77ed\u6570\u5206\u3067\u5b8c\u4e86<\/td><\/tr><tr><td>\u8a55\u4fa1\u5bfe\u8c61<\/td><td>\u4f1a\u8a08\u30c7\u30fc\u30bf\u3001\u53d6\u5f15\u5c65\u6b74\u3001SNS\u30c7\u30fc\u30bf\u306a\u3069<\/td><\/tr><tr><td>\u30e1\u30ea\u30c3\u30c8<\/td><td>\u66f8\u985e\u7c21\u7d20\u5316\u3001\u8fc5\u901f\u306a\u8cc7\u91d1\u8abf\u9054<\/td><\/tr><tr><td>\u30c7\u30e1\u30ea\u30c3\u30c8<\/td><td>\u6bd4\u8f03\u7684\u9ad8\u91d1\u5229<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u53c2\u7167: AI\u878d\u8cc7\u306e\u57fa\u790e\u77e5\u8b58\u3002\u4e2d\u5c0f\u4f01\u696d\u30fb\u500b\u4eba\u4e8b\u696d\u4e3b\u306b\u5fc5\u9808\u306e\u5099\u3048\u3068\u306f &#8211; \u300c\u91d1\u878d &#8230; &#8211; <a href=\"https:\/\/financenavi.jp\/basic-knowledge\/ai-loan\/\">https:\/\/financenavi.jp\/basic-knowledge\/ai-loan\/<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-3.\u4e2d\u5c0f\u4f01\u696d\u5411\u3051\u878d\u8cc7\u306eAI\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u6d3b\u7528\u3068\u91d1\u878d\u5305\u6442<\/h3>\n\n\n\n<p>AI\u306b\u3088\u308b\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u4e2d\u5c0f\u4f01\u696d\u5411\u3051\u878d\u8cc7\u306b\u304a\u3044\u3066\u91d1\u878d\u5305\u6442\u3092\u5b9f\u73fe\u3059\u308b\u91cd\u8981\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u30022017\u5e74\u4ee5\u964d\u3001J-Score\u3084\u30c9\u30b3\u30e2\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306a\u3069\u306e\u30b5\u30fc\u30d3\u30b9\u304c\u767b\u5834\u3057\u3001\u5f93\u6765\u306f\u878d\u8cc7\u3092\u53d7\u3051\u306b\u304f\u304b\u3063\u305f\u4f01\u696d\u306b\u3082\u8cc7\u91d1\u8abf\u9054\u306e\u6a5f\u4f1a\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<br><br>AI\u306f\u4f01\u696d\u306e\u5c5e\u6027\u3001\u8cc7\u91d1\u30d5\u30ed\u30fc\u3001\u5546\u54c1\u306e\u6d41\u901a\u72b6\u6cc1\u306a\u3069\u3001\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u5f93\u6765\u306e\u62c5\u4fdd\u3084\u8ca1\u52d9\u8af8\u8868\u306b\u4f9d\u5b58\u3057\u306a\u3044\u65b0\u3057\u3044\u5be9\u67fb\u57fa\u6e96\u3092\u78ba\u7acb\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5275\u696d\u9593\u3082\u306a\u3044\u4f01\u696d\u3084\u5c0f\u898f\u6a21\u4e8b\u696d\u8005\u3082\u3001\u4e8b\u696d\u306e\u5c06\u6765\u6027\u3084\u6210\u9577\u53ef\u80fd\u6027\u3092\u8a55\u4fa1\u3055\u308c\u308b\u6a5f\u4f1a\u3092\u5f97\u3066\u3044\u307e\u3059\u3002<br><br>\u305f\u3060\u3057\u3001AI\u306b\u3088\u308b\u5be9\u67fb\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306b\u3088\u308b\u5dee\u5225\u3084\u3001\u4e00\u5ea6\u4f4e\u8a55\u4fa1\u3092\u53d7\u3051\u308b\u3068\u6539\u5584\u304c\u96e3\u3057\u3044\u3068\u3044\u3063\u305f\u8ab2\u984c\u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u30c7\u30ed\u30a4\u30c8\u30c8\u30fc\u30de\u30c4\u306e\u8a66\u7b97\u3067\u306f\u3001AI\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u6d78\u900f\u306b\u3088\u308a2030\u5e74\u307e\u3067\u306b\u65b0\u305f\u306b3.4\uff5e5.4\u5104\u4eba\u304c\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u6392\u9664\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3068\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53c2\u7167: DX \u6642\u4ee3\u306e\u91d1\u878d\u5305\u6442 &#8211; <a href=\"https:\/\/www.yu-cho-f.jp\/wp-content\/uploads\/2022spring_articles06.pdf\">https:\/\/www.yu-cho-f.jp\/wp-content\/uploads\/2022spring_articles06.pdf<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4.AI\u6d3b\u7528\u306e\u8ab2\u984c\u3068\u672a\u6765\u5c55\u671b\uff1a\u91d1\u878d\u696d\u754c\u306e\u6b21\u306a\u308b\u9769\u65b0<\/h2>\n\n\n\n<p>\u91d1\u878d\u696d\u754c\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u306f\u3001\u5f93\u6765\u306e\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb\u3092\u5927\u304d\u304f\u5909\u9769\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u4e0d\u6b63\u691c\u77e5\u3068\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u5206\u91ce\u3067\u306f\u3001AI\u306b\u3088\u3063\u3066\u65b0\u305f\u306a\u4fa1\u5024\u304c\u751f\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u4fdd\u8b77\u3001\u502b\u7406\u7684\u306a\u8ab2\u984c\u3078\u306e\u5bfe\u5fdc\u3001\u305d\u3057\u3066\u6b21\u4e16\u4ee3\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306e\u5c55\u671b\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u7279\u306b\u6ce8\u76ee\u3059\u3079\u304d\u306f\u3001AI\u306b\u3088\u308b\u4e0d\u6b63\u691c\u77e5\u306e\u7cbe\u5ea6\u5411\u4e0a\u3068\u3001\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u9769\u65b0\u7684\u306a\u9032\u5316\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u6280\u8853\u9769\u65b0\u306b\u3088\u308a\u3001\u91d1\u878d\u6a5f\u95a2\u306f\u3088\u308a\u5b89\u5168\u3067\u52b9\u7387\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u306e\u878d\u5408\u3084\u3001CBDC\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u4eca\u5f8c\u3055\u3089\u306a\u308b\u767a\u5c55\u304c\u671f\u5f85\u3055\u308c\u308b\u5206\u91ce\u306b\u3064\u3044\u3066\u3082\u89e6\u308c\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4-1.AI\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3078\u306e\u5bfe\u5fdc<\/h3>\n\n\n\n<p>\u91d1\u878d\u696d\u754c\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u5316\u306e\u9032\u5c55\u3068\u3068\u3082\u306b\u305d\u306e\u91cd\u8981\u6027\u304c\u5897\u3057\u3066\u3044\u307e\u3059\u3002\u300cPrivate AI\u300d\u304c\u63d0\u4f9b\u3059\u308b\u9769\u65b0\u7684\u306a\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u306e\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5b89\u5fc3\u3057\u3066\u751f\u6210AI\u3092\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30c7\u30fc\u30bf\u306e\u533f\u540d\u5316\u3068\u9ad8\u5ea6\u306a\u6697\u53f7\u5316\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u300199.9%\u306e\u7cbe\u5ea6\u3067\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u3092\u691c\u77e5\u3057\u307e\u3059\u3002<br><br>\u91d1\u878d\u6a5f\u95a2\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u4fdd\u8b77\u3057\u306a\u304c\u3089\u3001\u30d0\u30a4\u30a2\u30b9\u306e\u306a\u3044\u502b\u7406\u7684\u306aAI\u306e\u5b9f\u73fe\u306b\u5411\u3051\u305f\u53d6\u308a\u7d44\u307f\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6709\u52b9\u6d3b\u7528\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u6280\u8853\u306e\u5c0e\u5165\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u306e\u6700\u5c0f\u5316\u306a\u3069\u304c\u91cd\u70b9\u7684\u306b\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002<br><br>\u30de\u30af\u30cb\u30ab\u793e\u306f\u3001\u5b9f\u74b0\u5883\u3067\u306e\u30c7\u30e2\u30f3\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u3001\u751f\u6210AI\u306e\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u6280\u8853\u306e\u6709\u52b9\u6027\u3092\u5b9f\u8a3c\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5b89\u5168\u6027\u3068\u4fe1\u983c\u6027\u304c\u5927\u304d\u304f\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u9805\u76ee<\/td><td>\u5185\u5bb9<\/td><\/tr><tr><td>\u4e3b\u306a\u6280\u8853<\/td><td>Private AI\u3001\u30c7\u30fc\u30bf\u533f\u540d\u5316\u3001\u6697\u53f7\u5316<\/td><\/tr><tr><td>\u5b9f\u73fe\u6a5f\u80fd<\/td><td>\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u691c\u77e5\u3001\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77<\/td><\/tr><tr><td>\u91cd\u70b9\u5206\u91ce<\/td><td>\u502b\u7406\u7684AI\u5b9f\u73fe\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u5bfe\u7b56<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u53c2\u7167: \u751f\u6210AI\u5c0e\u5165\u4f01\u696d\u304c\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\uff01\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u5f37\u5316\u3092\u5b9f\u73fe &#8230; &#8211; <a href=\"https:\/\/www.macnica.co.jp\/business\/dx\/manufacturers\/privateai\/seminar_01.html\">https:\/\/www.macnica.co.jp\/business\/dx\/manufacturers\/privateai\/seminar_01.html<\/a><\/p>\n\n\n\n<p>\u53c2\u7167: \u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u767d\u66f8 2024<br><a href=\"https:\/\/www.ipa.go.jp\/publish\/wp-security\/eid2eo0000007gv4-att\/2024_Chap1.pdf\">https:\/\/www.ipa.go.jp\/publish\/wp-security\/eid2eo0000007gv4-att\/2024_Chap1.pdf<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4-2.AI\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u502b\u7406\u7684\u554f\u984c\u3068\u30d0\u30a4\u30a2\u30b9\u5bfe\u7b56<\/h3>\n\n\n\n<p>AI\u306b\u3088\u308b\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3067\u306f\u3001\u502b\u7406\u7684\u306a\u8ab2\u984c\u3068\u30d0\u30a4\u30a2\u30b9\u3078\u306e\u5bfe\u7b56\u304c\u91cd\u8981\u306a\u8ad6\u70b9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br><br>AI\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u306f\u3001\u6b74\u53f2\u7684\u306a\u793e\u4f1a\u7684\u504f\u898b\u304c\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u30de\u30a4\u30ce\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3078\u306e\u4e0d\u516c\u5e73\u306a\u8a55\u4fa1\u306b\u3064\u306a\u304c\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u533b\u7642\u5206\u91ce\u3067\u306f\u3001\u5973\u6027\u3084\u5c11\u6570\u6d3e\u306e\u30c7\u30fc\u30bf\u4e0d\u8db3\u306b\u3088\u308a\u8a3a\u65ad\u7cbe\u5ea6\u304c\u4f4e\u4e0b\u3059\u308b\u554f\u984c\u304c\u5831\u544a\u3055\u308c\u3066\u304a\u308a\u3001\u91d1\u878d\u5206\u91ce\u3067\u3082\u540c\u69d8\u306e\u8ab2\u984c\u304c\u6307\u6458\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br><br>\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u3059\u308b\u5177\u4f53\u7684\u306a\u5bfe\u7b56\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u53d6\u308a\u7d44\u307f\u304c\u9032\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305a\u3001\u591a\u69d8\u306a\u80cc\u666f\u3092\u6301\u3064\u30e1\u30f3\u30d0\u30fc\u3067AI\u30c1\u30fc\u30e0\u3092\u69cb\u6210\u3057\u3001\u958b\u767a\u6bb5\u968e\u304b\u3089\u504f\u898b\u3092\u6392\u9664\u3057\u307e\u3059\u3002\u6b21\u306b\u3001\u3059\u3079\u3066\u306e\u793e\u4f1a\u30b0\u30eb\u30fc\u30d7\u3092\u516c\u5e73\u306b\u4ee3\u8868\u3059\u308b\u30c7\u30fc\u30bf\u3067AI\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30e2\u30c7\u30eb\u306e\u5b9a\u671f\u7684\u306a\u76e3\u8996\u3068\u8abf\u6574\u3092\u884c\u3044\u3001\u30d0\u30a4\u30a2\u30b9\u306e\u767a\u751f\u3092\u9632\u6b62\u3057\u307e\u3059\u3002<br><br>\u3053\u306e\u3088\u3046\u306b\u3001AI\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u502b\u7406\u7684\u306a\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u3067\u3001\u3088\u308a\u516c\u5e73\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306e\u5b9f\u73fe\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u8ab2\u984c<\/td><td>\u5bfe\u7b56<\/td><\/tr><tr><td>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u504f\u308a<\/td><td>\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u691c\u8a3c<\/td><\/tr><tr><td>\u793e\u4f1a\u7684\u30d0\u30a4\u30a2\u30b9<\/td><td>\u591a\u69d8\u306a\u30c1\u30fc\u30e0\u7de8\u6210\u306b\u3088\u308b\u958b\u767a<\/td><\/tr><tr><td>\u8a55\u4fa1\u306e\u4e0d\u516c\u5e73\u6027<\/td><td>\u5b9a\u671f\u7684\u306a\u30e2\u30c7\u30eb\u76e3\u8996\u3068\u8abf\u6574<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u53c2\u7167: AI\u30d0\u30a4\u30a2\u30b9\u3068\u306f\u4f55\u3067\u3059\u304b? | IBM &#8211; <a href=\"https:\/\/www.ibm.com\/jp-ja\/topics\/ai-bias\">https:\/\/www.ibm.com\/jp-ja\/topics\/ai-bias<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4-3.\u6b21\u4e16\u4ee3\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306e\u9032\u5316\u3068AI\u6280\u8853\u306e\u5c06\u6765\u5c55\u671b<\/h3>\n\n\n\n<p>\u91d1\u878d\u696d\u754c\u306b\u304a\u3051\u308bAI\u6280\u8853\u306f\u30012025\u5e74\u307e\u3067\u306b\u3055\u3089\u306a\u308b\u9032\u5316\u3092\u9042\u3052\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u306f\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068AI\u306e\u878d\u5408\u3067\u3001\u3053\u308c\u306b\u3088\u308a\u5e02\u5834\u5206\u6790\u306e\u7cbe\u5ea6\u304c\u73fe\u5728\u306e10\u500d\u4ee5\u4e0a\u306b\u5411\u4e0a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<br><br>\u307e\u305f\u3001\u81ea\u5df1\u5b66\u7fd2\u578bAI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u767a\u5c55\u306b\u3088\u308a\u3001\u5e02\u5834\u306e\u5909\u52d5\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u4e88\u6e2c\u3057\u3001\u6700\u9069\u306a\u6295\u8cc7\u5224\u65ad\u3092\u81ea\u52d5\u3067\u884c\u3046\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7528\u5316\u3082\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u4e2d\u592e\u9280\u884c\u30c7\u30b8\u30bf\u30eb\u901a\u8ca8\uff08CBDC\uff09\u306e\u5b9f\u7528\u5316\u306b\u5411\u3051\u3066\u3001AI\u306b\u3088\u308b\u53d6\u5f15\u76e3\u8996\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3082\u52a0\u901f\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4e0d\u6b63\u53d6\u5f15\u306e\u691c\u77e5\u7387\u304c99%\u4ee5\u4e0a\u306b\u9054\u3059\u308b\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br><br>\u3055\u3089\u306b\u3001\u30aa\u30fc\u30d7\u30f3\u30d0\u30f3\u30ad\u30f3\u30b0\u306e\u666e\u53ca\u306b\u3088\u308a\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u304c\u9032\u307f\u3001\u500b\u3005\u306e\u9867\u5ba2\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u5546\u54c1\u63d0\u6848\u3084\u8cc7\u7523\u904b\u7528\u30a2\u30c9\u30d0\u30a4\u30b9\u304c\u53ef\u80fd\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u53c2\u7167: \u307f\u305a\u307b\u3068\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u306e\u878d\u5408\uff1a\u6b21\u4e16\u4ee3\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306e\u5c55\u671b | Reinforz &#8230; &#8211; <a href=\"https:\/\/reinforz.co.jp\/bizmedia\/24806\/\">https:\/\/reinforz.co.jp\/bizmedia\/24806\/<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">## \u8a18\u4e8b\u306e\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u91d1\u878d\u696d\u754c\u306b\u304a\u3051\u308bAI\u6280\u8853\u306e\u9769\u65b0\u7684\u306a\u6d3b\u7528\u306b\u3064\u3044\u3066\u3001\u4e3b\u306b\u4e0d\u6b63\u691c\u77e5\u3068\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u89b3\u70b9\u304b\u3089\u89e3\u8aac\u3057\u3066\u304d\u307e\u3057\u305f\u3002AI\u306b\u3088\u308b\u4e0d\u6b63\u691c\u77e5\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u53d6\u5f15\u76e3\u8996\u3084\u7570\u5e38\u691c\u77e5\u3092\u5b9f\u73fe\u3057\u3001\u91d1\u878d\u6a5f\u95a2\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u5927\u304d\u304f\u5f37\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u5206\u91ce\u3067\u306f\u3001\u5f93\u6765\u306e\u5be9\u67fb\u65b9\u6cd5\u306b\u6bd4\u3079\u3066\u3001\u3088\u308a\u7cbe\u7dfb\u306a\u4e0e\u4fe1\u5224\u65ad\u304c\u53ef\u80fd\u3068\u306a\u308a\u3001\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u6027\u304c\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<br><br>\u4eca\u5f8c\u306e\u8ab2\u984c\u3068\u3057\u3066\u306f\u3001\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u4fdd\u8b77\u3084AI\u306e\u5224\u65ad\u306b\u95a2\u3059\u308b\u8aac\u660e\u8cac\u4efb\u306e\u78ba\u4fdd\u304c\u91cd\u8981\u3067\u3059\u3002\u307e\u305f\u3001\u4e2d\u5c0f\u91d1\u878d\u6a5f\u95a2\u3078\u306eAI\u5c0e\u5165\u652f\u63f4\u3084\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3082\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u696d\u754c\u306f\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u307f\u306a\u304c\u3089\u3001\u3055\u3089\u306a\u308b\u6280\u8853\u9769\u65b0\u3068\u30b5\u30fc\u30d3\u30b9\u5411\u4e0a\u3092\u76ee\u6307\u3057\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u5c0e\u5165\u3067\u5b9f\u73fe\u3059\u308b\u91d1\u878dDX\u306e\u5b89\u5168\u6027\u3068\u52b9\u7387\u5316<\/h2>\n\n\n\n<p>\u91d1\u878d\u696d\u754c\u3067\u306eAI\u6d3b\u7528\u306f\u3001\u4e0d\u6b63\u691c\u77e5\u3084\u4fe1\u7528\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306b\u304a\u3044\u3066\u3001\u5927\u304d\u306a\u6210\u679c\u3092\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u4e0d\u6b63\u53d6\u5f15\u306e\u691c\u51fa\u3084\u3001\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u65b0\u3057\u3044\u4fe1\u7528\u8a55\u4fa1\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u306b\u3088\u308a\u3001\u3088\u308a\u5b89\u5168\u3067\u52b9\u7387\u7684\u306a\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u304c\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<br><br>\u3053\u3046\u3057\u305f\u91d1\u878d\u696d\u754c\u306eAI\u6d3b\u7528\u306f\u3001\u4eca\u5f8c\u3055\u3089\u306b\u52a0\u901f\u3059\u308b\u3053\u3068\u304c\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002\u3057\u304b\u3057\u3001AI\u306e\u5c0e\u5165\u306b\u306f\u5c02\u9580\u7684\u306a\u77e5\u8b58\u3068\u30ce\u30a6\u30cf\u30a6\u304c\u5fc5\u8981\u3067\u3059\u3002\u5f53\u793e\u306eDX\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u304b\u3089\u904b\u7528\u307e\u3067\u3001\u5305\u62ec\u7684\u306a\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<br><br>\u696d\u52d9\u52b9\u7387\u5316\u3084\u30b3\u30b9\u30c8\u524a\u6e1b\u3001\u65b0\u898f\u30d3\u30b8\u30cd\u30b9\u306e\u5275\u51fa\u3092\u304a\u8003\u3048\u306e\u91d1\u878d\u6a5f\u95a2\u69d8\u306f\u3001\u305c\u3072\u5f53\u793e\u306eDX\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u3092\u3054\u691c\u8a0e\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u25bc\u25bc\u25bc\u304a\u554f\u3044\u5408\u308f\u305b\u306f\u4e0b\u8a18\u307e\u3067\u25bc\u25bc\u25bc<\/p>\n\n\n\n<p><a href=\"https:\/\/www.kk-sun.co.jp\/dx_support\/\">DX Support | \u682a\u5f0f\u4f1a\u793e\u30b5\u30f3 \u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30ab\u30f3\u30d1\u30cb\u30fc<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u91d1\u878d\u696d\u754c\u306f\u4eca\u3001\u304b\u3064\u3066\u306a\u3044\u5927\u304d\u306a\u5909\u9769\u671f\u3092\u8fce\u3048\u3066\u3044\u307e\u3059 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":816,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-815","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dx_support"],"_links":{"self":[{"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/posts\/815","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/comments?post=815"}],"version-history":[{"count":1,"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/posts\/815\/revisions"}],"predecessor-version":[{"id":817,"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/posts\/815\/revisions\/817"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/media\/816"}],"wp:attachment":[{"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/media?parent=815"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/categories?post=815"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kk-sun.co.jp\/blog\/wp-json\/wp\/v2\/tags?post=815"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}