\u7d99\u7d9a\u7684\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\uff08CI\uff09\u74b0\u5883<\/a>\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u5909\u66f4\u304c\u983b\u7e41\u306b\u884c\u308f\u308c\u308b\u305f\u3081\u3001\u305d\u308c\u306b\u5bfe\u5fdc\u3059\u308b\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u9078\u5b9a\u304c\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u30c6\u30b9\u30c8\u306e\u30ab\u30d0\u30ec\u30c3\u30b8\u3092\u7dad\u6301\u3057\u3001\u54c1\u8cea\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\nAI\/ML\u30e2\u30c7\u30eb\u6d3b\u7528<\/h2>\n
\u6700\u8fd1\u3067\u306f\u3001\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u3084\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u3092\u5229\u7528\u3057\u305f\u30c6\u30b9\u30c8\u30a4\u30f3\u30d1\u30af\u30c8\u5206\u6790\u306e\u624b\u6cd5\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6280\u8853\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3001\u5909\u66f4\u306b\u5bfe\u3059\u308b\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u5f71\u97ff\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u904e\u53bb\u306e\u5909\u66f4\u5c65\u6b74\u3084\u30c6\u30b9\u30c8\u7d50\u679c\u3092\u57fa\u306b\u3057\u3066\u3001\u6700\u3082\u5f71\u97ff\u3092\u53d7\u3051\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/p>\n
AI\/ML\u306b\u3088\u308b\u5206\u6790\u306f\u3001\u5f93\u6765\u306e\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u624b\u6cd5\u3088\u308a\u3082\u9ad8\u3044\u7cbe\u5ea6\u3092\u6301\u3061\u3001\u30c6\u30b9\u30c8\u306e\u52b9\u7387\u5316\u3092\u56f3\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7279\u306b\u3001\u8907\u96d1\u306a\u30b7\u30b9\u30c6\u30e0\u3084\u5927\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3044\u3066\u306f\u3001\u624b\u52d5\u3067\u306e\u5206\u6790\u304c\u56f0\u96e3\u306a\u305f\u3081\u3001AI\u306e\u5c0e\u5165\u304c\u6709\u52b9\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u30c1\u30fc\u30e0\u306f\u3088\u308a\u6226\u7565\u7684\u306a\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u5909\u66f4\u5c65\u6b74\u30c7\u30fc\u30bf\u53d6\u5f97<\/h2>\n
\u5909\u66f4\u5c65\u6b74\u30c7\u30fc\u30bf\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u958b\u767a\u904e\u7a0b\u306b\u304a\u3051\u308b\u3059\u3079\u3066\u306e\u5909\u66f4\u3092\u8a18\u9332\u3057\u305f\u60c5\u5831\u3067\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u306f\u3001\u30b3\u30fc\u30c9\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08VCS\uff09\u3092\u901a\u3058\u3066\u53d6\u5f97\u3055\u308c\u3001\u3069\u306e\u90e8\u5206\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u66f4\u3055\u308c\u305f\u304b\u3092\u8a73\u3057\u304f\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c6\u30b9\u30c8\u30a4\u30f3\u30d1\u30af\u30c8\u5206\u6790\u306b\u304a\u3044\u3066\u306f\u3001\u3053\u306e\u30c7\u30fc\u30bf\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n
\u5177\u4f53\u7684\u306b\u306f\u3001\u5909\u66f4\u5c65\u6b74\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u7279\u5b9a\u306e\u6a5f\u80fd\u3084\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3092\u53d7\u3051\u305f\u304b\u3092\u7406\u89e3\u3057\u3001\u95a2\u9023\u3059\u308b\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u5909\u66f4\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u30ea\u30b9\u30af\u8a55\u4fa1\u306b\u3082\u5f79\u7acb\u3064\u305f\u3081\u3001\u512a\u5148\u9806\u4f4d\u3092\u3064\u3051\u305f\u30c6\u30b9\u30c8\u306e\u5b9f\u65bd\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u7cbe\u5ea6\u8a55\u4fa1\u65b9\u6cd5<\/h2>\n
\u30c6\u30b9\u30c8\u30a4\u30f3\u30d1\u30af\u30c8\u5206\u6790\u306e\u7cbe\u5ea6\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u7528\u3044\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u6b63\u3057\u304f\u7279\u5b9a\u3055\u308c\u305f\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u5272\u5408\u3001\u8aa4\u3063\u3066\u7279\u5b9a\u3055\u308c\u305f\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u6570\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u4f7f\u3048\u3070\u3001\u5206\u6790\u624b\u6cd5\u306e\u52b9\u679c\u3092\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u3055\u3089\u306b\u3001\u5b9f\u969b\u306b\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3057\u305f\u7d50\u679c\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5206\u6790\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002\u3053\u306e\u3088\u3046\u306b\u3001\u8a55\u4fa1\u65b9\u6cd5\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u306f\u3001\u30c6\u30b9\u30c8\u30a4\u30f3\u30d1\u30af\u30c8\u5206\u6790\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n
ROI\u8a55\u4fa1<\/h2>\n
\u30c6\u30b9\u30c8\u30a4\u30f3\u30d1\u30af\u30c8\u5206\u6790\u306e\u5c0e\u5165\u306b\u306f\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u305f\u3081\u3001\u305d\u306e\u6295\u8cc7\u5bfe\u52b9\u679c\uff08ROI\uff09\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u6642\u9593\u306e\u7bc0\u7d04\u3084\u30d0\u30b0\u306e\u65e9\u671f\u767a\u898b\u3001\u30c6\u30b9\u30c8\u306e\u52b9\u7387\u5316\u306a\u3069\u304c\u3001\u3069\u308c\u3060\u3051\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u306b\u3064\u306a\u304c\u3063\u305f\u304b\u3092\u5206\u6790\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002ROI\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3067\u3001\u30c6\u30b9\u30c8\u6226\u7565\u306e\u898b\u76f4\u3057\u3084\u6539\u5584\u70b9\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n
ROI\u8a55\u4fa1\u306b\u306f\u3001\u5b9a\u91cf\u7684\u306a\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306a\u304f\u3001\u5b9a\u6027\u7684\u306a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3082\u91cd\u8981\u3067\u3059\u3002\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u304b\u3089\u306e\u610f\u898b\u3084\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u306e\u54c1\u8cea\u5411\u4e0a\u306b\u95a2\u3059\u308b\u611f\u60f3\u306a\u3069\u3092\u96c6\u3081\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u7dcf\u5408\u7684\u306a\u8a55\u4fa1\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u5c06\u6765\u7684\u306a\u6295\u8cc7\u5224\u65ad\u306b\u5f79\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n
\u8ab2\u984c\u3068\u5bfe\u7b56<\/h2>\n
\u30c6\u30b9\u30c8\u30a4\u30f3\u30d1\u30af\u30c8\u5206\u6790\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5909\u66f4\u5c65\u6b74\u30c7\u30fc\u30bf\u306e\u6b63\u78ba\u6027\u3084\u3001AI\/ML\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u8cea\u304c\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u5f37\u5316\u3084\u3001\u30e2\u30c7\u30eb\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u30c1\u30fc\u30e0\u5185\u3067\u306e\u60c5\u5831\u5171\u6709\u3084\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3082\u8ab2\u984c\u3068\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u7570\u306a\u308b\u6280\u8853\u3084\u5c02\u9580\u6027\u3092\u6301\u3064\u30e1\u30f3\u30d0\u30fc\u304c\u96c6\u307e\u308b\u5834\u5408\u3001\u5171\u901a\u306e\u7406\u89e3\u3092\u6301\u3064\u3053\u3068\u304c\u96e3\u3057\u3044\u305f\u3081\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3092\u901a\u3058\u3066\u77e5\u8b58\u3092\u5171\u6709\u3059\u308b\u52aa\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n
\u307e\u3068\u3081<\/h2>\n
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