{"id":305973,"date":"2019-02-22T05:00:00","date_gmt":"2019-02-22T05:00:00","guid":{"rendered":"https:\/\/integralads.com\/insider\/ai-machine-learning-and-the-fight-against-fraud\/"},"modified":"2024-11-13T09:38:18","modified_gmt":"2024-11-13T09:38:18","slug":"ai-machine-learning-and-the-fight-against-fraud","status":"publish","type":"post","link":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/","title":{"rendered":"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044"},"content":{"rendered":"

\u904e\u53bb\u6570\u5e74\u306e\u30cb\u30e5\u30fc\u30b9\u898b\u51fa\u3057\u3092\u773a\u3081\u3066\u307f\u308b\u3068\u3001AI<\/span>\u304c\u79c1\u305f\u3061\u306e\u751f\u6d3b\u306e\u9685\u3005\u306b\u307e\u3067\u5f71\u97ff\u3092\u53ca\u307c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u5b9f\u611f\u305b\u3056\u308b\u5f97\u307e\u305b\u3093\u3002\u66f8\u304b\u308c\u305f\u6587\u7ae0\u3084\u4eba\u304c\u8a71\u3059\u8a00\u8449\u3092\u7406\u89e3\u3057\u3001\u79c1\u305f\u3061\u304c\u7f6e\u304b\u308c\u3066\u3044\u308b\u74b0\u5883\u3092\u77e5\u899a\u3059\u308b\u6a5f\u68b0\u306f\u3082\u306f\u3084\u73cd\u3057\u304f\u3082\u306a\u304f\u3001\u30d0\u30fc\u30c1\u30e3\u30eb\u3084\u30ea\u30a2\u30eb\u306e\u4e16\u754c\u306e\u3042\u3061\u3053\u3061\u3067\u30ed\u30dc\u30c3\u30c8\u304c\u6d3b\u8e8d\u3057\u3001\u79c1\u305f\u3061\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u4ed5\u4e8b\u306e\u3042\u308a\u304b\u305f\u307e\u3067\u5909\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u81ea\u52d5\u904b\u8ee2\u306f\u3082\u306f\u3084\u5922\u7269\u8a9e\u3067\u306f\u306a\u304f\u3001\u3059\u3050\u305d\u3053\u306b\u3042\u308b\u73fe\u5b9f\u3067\u3059\u3002\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30bf\u30fc\u306b\u3068\u3063\u3066\u3082\u3001\u3053\u306e\u6d41\u308c\u306f\u6c7a\u3057\u3066\u4ed6\u4eba\u4e8b\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6620\u753b\u300e\u30bf\u30fc\u30df\u30cd\u30fc\u30bf\u30fc\u300f\u3092\u60f3\u8d77\u3055\u305b\u308b\u3088\u3046\u306a\u300c\u6a5f\u68b0\u306e\u52c3\u8208\u300d\u3092\u717d\u308b\u8a18\u4e8b\u3092\u8aad\u307f\u306a\u304c\u3089\u3082\u3001\u79c1\u305f\u3061\u306f\u3044\u307e\u3060\u306b\u3053\u306e\u7834\u58ca\u7684\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u3069\u3046\u5411\u304d\u5408\u3046\u3079\u304d\u304b\u3001\u7b54\u3048\u3092\u51fa\u305b\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n

\u696d\u754c\u5168\u4f53\u3092\u6df7\u4e71\u306b\u9665\u308c\u3066\u3044\u308b\u4e00\u3064\u306e\u8981\u56e0\u306f\u3001AI<\/span>\u3084\u6a5f\u4f1a\u5b66\u7fd2\u3068\u3044\u3063\u305f\u8a00\u8449\u304c\u4eca\u307e\u3067\u3068\u306f\u7570\u306a\u308b\u610f\u5473\u3092\u6301\u3061\u306f\u3058\u3081\u3066\u3044\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u5e83\u544a\u4e0d\u6b63\u5bfe\u7b56\u306b\u3068\u3063\u3066\u3069\u306e\u3088\u3046\u306a\u610f\u5473\u304c\u3042\u308b\u306e\u304b\u3092\u8003\u3048\u308b\u524d\u306b\u3001\u307e\u305a\u306f\u3053\u306e\u8a00\u8449\u306e\u5b9a\u7fa9\u3092\u6539\u3081\u3066\u78ba\u8a8d\u3057\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

AI<\/span>\uff08\u30a2\u30fc\u30c6\u30a3\u30d5\u30a3\u30b7\u30e3\u30eb\u30fb\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\uff1d\u4eba\u5de5\u77e5\u80fd\uff09\u306f\u5f62\u3092\u5909\u3048\u306a\u304c\u3089\u4f55\u5341\u5e74\u3082\u524d\u304b\u3089\u5b58\u5728\u3057\u3066\u304a\u308a\u3001\u6c7a\u3057\u3066\u76ee\u65b0\u3057\u3044\u30b3\u30f3\u30bb\u30d7\u30c8\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u8fd1\u5e74\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u9032\u6b69\u3001\u51e6\u7406\u80fd\u529b\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u6025\u6fc0\u306a\u5897\u52a0\u3001\u305d\u3057\u3066\u6d88\u8cbb\u8005\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u6d3b\u52d5\u306b\u3088\u3063\u3066\u751f\u307f\u51fa\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u7206\u767a\u7684\u5897\u52a0\u304c\u3001AI<\/span>\u3092\u4e00\u6c17\u306b\u4e3b\u5f79\u306e\u5ea7\u3078\u3068\u62bc\u3057\u4e0a\u3052\u307e\u3057\u305f\u3002\u300cAI<\/span>\u300d\u3068\u3044\u3046\u8a00\u8449\u306f\u5e83\u3044\u610f\u5473\u3092\u5185\u5728\u3057\u3066\u3044\u307e\u3059\u3002\u7686\u3055\u3093\u3082\u805e\u3044\u305f\u3053\u3068\u304c\u3042\u308b\u3001\u4e16\u754c\u3092\u5909\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u591a\u304f\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u3001\u4f8b\u3048\u3070\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u30d0\u30fc\u30c1\u30e3\u30eb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3001\u81ea\u5f8b\u8d70\u884c\u8eca\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u3001\u305d\u3057\u3066\u6a5f\u4f1a\u5b66\u7fd2\u306a\u3069\u3067\u3059\u3002<\/p>\n

\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u300c\u8aad\u307f\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u3076\u3082\u306e\u300d\u3068\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u4eba\u9593\u306e\u80fd\u529b\u3067\u306f\u51e6\u7406\u3057\u304d\u308c\u306a\u3044\u3088\u3046\u306a\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3066\u30d1\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3055\u305b\u308b\u3053\u3068\u3067\u3059\u3002\u30a2\u30c9\u30c6\u30af\u696d\u754c\u3067\u306f\u3053\u306e\u6a5f\u68b0\u5b66\u7fd2\u3092\u5e83\u544a\u4e0d\u6b63\u5bfe\u7b56\u306b\u6d3b\u7528\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u4f55\u767e\u4e07\u3068\u3044\u3046\u5e83\u544a\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3092\u5206\u6790\u3057\u3001\u4e0d\u6b63\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3001\u4eba\u9593\u4ee5\u5916\u306b\u3088\u3063\u3066\u767a\u751f\u3057\u3066\u3044\u308b\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u898b\u5206\u3051\u305f\u308a\u3001\u30dc\u30c3\u30c8\u306e\u4e0d\u6b63\u884c\u52d5\u3092\u691c\u77e5\u3059\u308b\u3068\u3044\u3046\u306e\u306f\u6a5f\u68b0\u5b66\u7fd2\u304c\u5f97\u610f\u3068\u3059\u308b\u5206\u91ce\u3067\u3059\u3002<\/p>\n

IAS<\/span>\u3067\u306fAI\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u3001\u304a\u3082\u306b\u4e8c\u3064\u306e\u91cd\u8981\u306a\u4e0d\u6b63\u5bfe\u7b56\u6280\u8853\u306b\u7528\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u884c\u52d5\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u6790<\/strong><\/h3>\n

\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u4eba\u9593\u3068\u30dc\u30c3\u30c8\u306b\u3088\u308b\u308f\u305a\u304b\u306a\u30b5\u30a4\u30c8\u8a2a\u554f\u30d1\u30bf\u30fc\u30f3\u306e\u9055\u3044\u3092\u898b\u5206\u3051\u307e\u3059\u3002\u81ea\u52d5\u5316\u3055\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\uff1d\u30dc\u30c3\u30c8\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u7e70\u308a\u8fd4\u3057\u30a2\u30af\u30bb\u30b9\u3059\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3046\u3044\u3063\u305f\u7279\u5fb4\u7684\u306a\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u3092\u691c\u77e5\u3059\u308b\u3053\u3068\u304c\u3001\u30dc\u30c3\u30c8\u306b\u3088\u308b\u4e0d\u6b63\u884c\u70ba\u306e\u767a\u898b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u307b\u3068\u3093\u3069\u306e\u4eba\u9593\u306f\u540c\u3058\u30b5\u30a4\u30c8\u306b1<\/span>\u65e5\u306b\u4f55\u5ea6\u3082\u7e70\u308a\u8fd4\u3057\u3001\u540c\u3058\u9806\u756a\u3067\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\u30dc\u30c3\u30c8\u306b\u3088\u308b\u884c\u52d5\u304c\u7591\u308f\u308c\u308b\u30b5\u30a4\u30c8\u30a2\u30af\u30bb\u30b9\u3092\u767a\u898b\u3057\u305f\u5834\u5408\u306f\u3001\u3053\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u8ffd\u8de1\u3057\u3001\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u4e0d\u6b63\u306a\u3082\u306e\u3068\u5224\u5b9a\u3057\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u4eba\u9593\u306e\u5206\u6790\u3067\u306f\u3059\u3050\u306b\u4e0d\u6b63\u3068\u5224\u65ad\u3067\u304d\u306a\u3044\u3088\u3046\u306a\u30d1\u30bf\u30fc\u30f3\u3067\u3042\u3063\u3066\u3082\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n

IAS<\/span>\u306f\u30011<\/span>\u65e5\u306b100<\/span>\u5104\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3082\u306e\u30c7\u30fc\u30bf\u3092\u89b3\u6e2c\u3057\u3066\u3044\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u547c\u3070\u308c\u308b\u3053\u306e\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u80fd\u529b\u306f\u3001\u9650\u3089\u308c\u305f\u91cf\u306e\u30c7\u30fc\u30bf\u3057\u304b\u6271\u3048\u306a\u3044\u3001\u3042\u308b\u3044\u306f\u7279\u5b9a\u306e\u89e3\u6790\u624b\u6cd5\u3057\u304b\u6301\u305f\u306a\u3044\u30d9\u30f3\u30c0\u30fc\u306b\u6bd4\u3079\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u5bfe\u611b\u4e0d\u6b63\u3092\u691c\u77e5\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u305d\u308c\u306f\u3001\u9032\u5316\u3057\u7d9a\u3051\u308b\u4e0d\u6b63\u306e\u624b\u6cd5\u3092\u7d20\u65e9\u304f\u89e3\u6790\u3057\u3066\u5bfe\u5fdc\u3057\u3001\u4e0d\u6b63\u5bfe\u7b56\u3092\u304b\u3044\u304f\u3050\u308d\u3046\u3068\u3059\u308b\u65b0\u305f\u306a\u30dc\u30c3\u30c8\u306e\u51fa\u73fe\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3059\u308bUber<\/span>\u3084Amazon<\/span>\u306a\u3069\u306e\u4e8b\u696d\u8005\u306f\u3001\u3053\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u81ea\u52d5\u904b\u8ee2\u3084\u30c9\u30ed\u30fc\u30f3\u306b\u3088\u308b\u914d\u9054\u306e\u3088\u3046\u306a\u6280\u8853\u7684\u306a\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u5f79\u7acb\u3066\u3066\u3044\u307e\u3059\u3002\u79c1\u305f\u3061\u306f\u540c\u3058\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u3001\u30de\u30fc\u30b1\u30bf\u30fc\u304c\u6295\u3058\u308b\u30c7\u30b8\u30bf\u30eb\u5e83\u544a\u3078\u306e\u6295\u8cc7\u3092\u5b88\u308b\u305f\u3081\u306b\u3082\u5f79\u7acb\u3066\u308b\u3079\u304d\u3060\u3068\u8003\u3048\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n

\u30d6\u30e9\u30a6\u30b6\u30fc\u3068\u7aef\u672b\u5206\u6790<\/h3>\n

\u6a5f\u68b0\u5b66\u7fd2\u3067\u30d6\u30e9\u30a6\u30b6\u306e\u6a5f\u80fd\u3068\u30e6\u30fc\u30b6\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30de\u30c3\u30c1\u30f3\u30b0\u3055\u305b\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u7121\u52b9\u306a\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5e38\u306b\u5909\u5316\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u74b0\u5883\u3068\u4e0d\u6b63\u624b\u6cd5\u3092\u30de\u30c3\u30c1\u30f3\u30b0\u3057\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u7279\u5b9a\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u691c\u51fa\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u6b63\u3057\u3044\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001\u5206\u6790\u306b\u5fc5\u8981\u306a\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u3066\u306f\u3058\u3081\u3066\u3001\u3053\u306e\u5206\u6790\u624b\u6cd5\u306f\u30dc\u30c3\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4e00\u7db2\u6253\u5c3d\u306b\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n

\u6a5f\u68b0\u5b66\u7fd2\u306e\u6b21\u306b\u6765\u308b\u3082\u306e<\/h3>\n

\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u30d6\u30e9\u30f3\u30c9\u6bc0\u640d\u3084\u4e0d\u6b63\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3092\u9632\u3050\u306e\u306b\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u6280\u8853\u306e\u6838\u3068\u306a\u308b\u8981\u7d20\u3067\u3059\u3002IAS<\/span>\u306f\u3055\u3089\u306b\uff12\u3064\u306e\u5206\u91ce\u3067\u3001\u30d9\u30ea\u30d5\u30a3\u30b1\u30fc\u30b7\u30e7\u30f3\u6280\u8853\u3092\u9032\u5316\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n

AI<\/span>\u306b\u3088\u308b\u81ea\u52d5\u5316<\/h3>\n

AI<\/span>\u306b\u3088\u308b\u30eb\u30fc\u30c1\u30f3\u4f5c\u696d\u306e\u81ea\u52d5\u5316\u306f\u3001\u4e00\u5b9a\u306e\u30eb\u30fc\u30eb\u306b\u5247\u3063\u3066\u884c\u308f\u308c\u308b\u5927\u91cf\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u306b\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u79c1\u305f\u3061\u306f\u3001\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u304a\u5ba2\u69d8\u304c\u6c42\u3081\u308b\u30b9\u30b1\u30fc\u30eb\u306b\u5bfe\u5fdc\u3055\u305b\u308b\u305f\u3081\u3001\u4eca\u5f8c\u3082\u3053\u306e\u6280\u8853\u306e\u9032\u5316\u3092\u8ffd\u6c42\u3057\u3066\u3044\u304d\u307e\u3059\u3002AI<\/span>\u306b\u3088\u308b\u81ea\u52d5\u5316\u306f\u3001\u4eba\u9593\u306e\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u4ecb\u5165\u3059\u308b\u3053\u3068\u306a\u304f\u3088\u308a\u9ad8\u5ea6\u306b\u72b6\u6cc1\u3092\u5206\u6790\u30fb\u5b66\u7fd2\u3057\u3001\u5b66\u3093\u3060\u5185\u5bb9\u304b\u3089\u63a8\u8ad6\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u305d\u3046\u3084\u3063\u3066\u5f97\u305f\u77e5\u898b\u3092\u696d\u52d9\u306b\u9084\u5143\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u9ad8\u5ea6\u3067\u52b9\u7387\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n

\u6b21\u4e16\u4ee3\u306e\u6a5f\u68b0\u5b66\u7fd2<\/h3>\n

\u79c1\u305f\u3061\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u7279\u306b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u5f37\u5316\u5b66\u7fd2\u306e\u6280\u8853\u958b\u767a\u306b\u529b\u3092\u6ce8\u3044\u3067\u3044\u307e\u3059\u3002\u3053\u306e\u4e8c\u3064\u306e\u6280\u8853\u306f\u65e2\u5b58\u306e\u9818\u57df\u77e5\u8b58\u306b\u5bfe\u3059\u308b\u4f9d\u5b58\u5ea6\u304c\u4f4e\u304f\u3001\u4e0d\u6b63\u306e\u691c\u77e5\u3068\u9632\u6b62\u30e2\u30c7\u30eb\u3092\u81ea\u5df1\u4fee\u6b63\u3057\u306a\u304c\u3089\u3001\u7d50\u679c\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u4eba\u5de5\u77e5\u80fd\u304c\u30c7\u30b8\u30bf\u30eb\u696d\u754c\u3084\u793e\u4f1a\u306b\u5927\u304d\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u306f\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u3002\u30de\u30fc\u30b1\u30bf\u30fc\u306b\u3068\u3063\u3066\u305d\u308c\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30b8\u30bf\u30eb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306b\u3088\u3063\u3066\u751f\u307f\u51fa\u3055\u308c\u308b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u3001AI<\/span>\u306e\u81ea\u52d5\u5316\u3084\u6a5f\u68b0\u5b66\u7fd2\u3067\u7684\u78ba\u306b\u51e6\u7406\u3057\u3001\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u62c5\u5f53\u8005\u306e\u77e5\u6075\u3068\u52aa\u529b\u3068\u5e83\u544a\u4e88\u7b97\u304c\u7121\u99c4\u306b\u6d88\u8017\u3055\u308c\u308b\u3053\u3068\u304c\u306a\u3044\u3088\u3046\u3001IAS<\/span>\u306f\u3053\u308c\u304b\u3089\u3082\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6700\u524d\u7dda\u306b\u7acb\u3061\u3001\u4e0d\u6b63\u3068\u95d8\u3063\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n

\n

\u203b\u3053\u306e\u8a18\u4e8b\u306f\u82f1\u8a9e\u7248Insider\u306b\u63b2\u8f09\u306e\u300cAI, machine learning, and the fight against fraud<\/a>\u300d\u3092\u3082\u3068\u306b\u3001IAS Insider Japan\u7de8\u96c6\u30c1\u30fc\u30e0\u304c\u7ffb\u8a33\u3001\u7de8\u96c6\u3057\u307e\u3057\u305f\u3002<\/h6>\n","protected":false},"excerpt":{"rendered":"

\u904e\u53bb\u6570\u5e74\u306e\u30cb\u30e5\u30fc\u30b9\u898b\u51fa\u3057\u3092\u773a\u3081\u3066\u307f\u308b\u3068\u3001AI\u304c\u79c1\u305f\u3061\u306e\u751f\u6d3b\u306e\u9685\u3005\u306b\u307e\u3067\u5f71\u97ff\u3092\u53ca\u307c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u5b9f\u611f\u305b\u3056\u308b\u5f97\u307e\u305b\u3093\u3002\u66f8\u304b\u308c\u305f\u6587\u7ae0\u3084\u4eba\u304c\u8a71\u3059\u8a00\u8449\u3092\u7406\u89e3\u3057\u3001\u79c1\u305f\u3061\u304c\u7f6e\u304b\u308c\u3066\u3044\u308b\u74b0\u5883\u3092\u77e5\u899a\u3059\u308b\u6a5f\u68b0\u306f\u3082\u306f\u3084\u73cd\u3057\u304f\u3082\u306a\u304f\u3001\u30d0\u30fc\u30c1\u30e3\u30eb\u3084\u30ea\u30a2\u30eb\u306e\u4e16\u754c\u306e\u3042\u3061\u3053\u3061\u3067\u30ed\u30dc\u30c3\u30c8\u304c\u6d3b\u8e8d\u3057\u3001\u79c1\u305f\u3061\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u4ed5\u4e8b\u306e\u3042\u308a\u304b\u305f\u307e\u3067\u5909\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u81ea\u52d5\u904b\u8ee2\u306f\u3082\u306f\u3084\u5922\u7269\u8a9e\u3067\u306f\u306a\u304f\u3001\u3059\u3050\u305d\u3053\u306b\u3042\u308b\u73fe\u5b9f\u3067\u3059\u3002\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30bf\u30fc\u306b\u3068\u3063\u3066\u3082\u3001\u3053\u306e\u6d41\u308c\u306f\u6c7a\u3057\u3066\u4ed6\u4eba\u4e8b\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6620\u753b\u300e\u30bf\u30fc\u30df\u30cd\u30fc\u30bf\u30fc\u300f\u3092\u60f3\u8d77\u3055\u305b\u308b\u3088\u3046\u306a\u300c\u6a5f\u68b0\u306e\u52c3\u8208\u300d\u3092\u717d\u308b\u8a18\u4e8b\u3092\u8aad\u307f\u306a\u304c\u3089\u3082\u3001\u79c1\u305f\u3061\u306f\u3044\u307e\u3060\u306b\u3053\u306e\u7834\u58ca\u7684\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u3069\u3046\u5411\u304d\u5408\u3046\u3079\u304d\u304b\u3001\u7b54\u3048\u3092\u51fa\u305b\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n","protected":false},"author":1,"featured_media":293783,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[366,351],"tags":[423,348],"class_list":["post-305973","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ad-fraud-jp","category-topics-jp","tag-ai-jp","tag-348"],"acf":[],"yoast_head":"\nAI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044 - Integral Ad Science<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044\" \/>\n<meta property=\"og:description\" content=\"\u904e\u53bb\u6570\u5e74\u306e\u30cb\u30e5\u30fc\u30b9\u898b\u51fa\u3057\u3092\u773a\u3081\u3066\u307f\u308b\u3068\u3001AI\u304c\u79c1\u305f\u3061\u306e\u751f\u6d3b\u306e\u9685\u3005\u306b\u307e\u3067\u5f71\u97ff\u3092\u53ca\u307c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u5b9f\u611f\u305b\u3056\u308b\u5f97\u307e\u305b\u3093\u3002\u66f8\u304b\u308c\u305f\u6587\u7ae0\u3084\u4eba\u304c\u8a71\u3059\u8a00\u8449\u3092\u7406\u89e3\u3057\u3001\u79c1\u305f\u3061\u304c\u7f6e\u304b\u308c\u3066\u3044\u308b\u74b0\u5883\u3092\u77e5\u899a\u3059\u308b\u6a5f\u68b0\u306f\u3082\u306f\u3084\u73cd\u3057\u304f\u3082\u306a\u304f\u3001\u30d0\u30fc\u30c1\u30e3\u30eb\u3084\u30ea\u30a2\u30eb\u306e\u4e16\u754c\u306e\u3042\u3061\u3053\u3061\u3067\u30ed\u30dc\u30c3\u30c8\u304c\u6d3b\u8e8d\u3057\u3001\u79c1\u305f\u3061\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u4ed5\u4e8b\u306e\u3042\u308a\u304b\u305f\u307e\u3067\u5909\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u81ea\u52d5\u904b\u8ee2\u306f\u3082\u306f\u3084\u5922\u7269\u8a9e\u3067\u306f\u306a\u304f\u3001\u3059\u3050\u305d\u3053\u306b\u3042\u308b\u73fe\u5b9f\u3067\u3059\u3002\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30bf\u30fc\u306b\u3068\u3063\u3066\u3082\u3001\u3053\u306e\u6d41\u308c\u306f\u6c7a\u3057\u3066\u4ed6\u4eba\u4e8b\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6620\u753b\u300e\u30bf\u30fc\u30df\u30cd\u30fc\u30bf\u30fc\u300f\u3092\u60f3\u8d77\u3055\u305b\u308b\u3088\u3046\u306a\u300c\u6a5f\u68b0\u306e\u52c3\u8208\u300d\u3092\u717d\u308b\u8a18\u4e8b\u3092\u8aad\u307f\u306a\u304c\u3089\u3082\u3001\u79c1\u305f\u3061\u306f\u3044\u307e\u3060\u306b\u3053\u306e\u7834\u58ca\u7684\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u3069\u3046\u5411\u304d\u5408\u3046\u3079\u304d\u304b\u3001\u7b54\u3048\u3092\u51fa\u305b\u3066\u3044\u307e\u305b\u3093\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/\" \/>\n<meta property=\"og:site_name\" content=\"Integral Ad Science\" \/>\n<meta property=\"article:published_time\" content=\"2019-02-22T05:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-13T09:38:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/integralads.com\/wp-content\/uploads\/2023\/06\/AI-760-760-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"760\" \/>\n\t<meta property=\"og:image:height\" content=\"760\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"IAS TEAM\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@integralads\" \/>\n<meta name=\"twitter:site\" content=\"@integralads\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"IAS TEAM\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/\"},\"author\":{\"name\":\"IAS TEAM\",\"@id\":\"https:\/\/integralads.com\/#\/schema\/person\/dbee79df007713b5bab3127e3f349399\"},\"headline\":\"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044\",\"datePublished\":\"2019-02-22T05:00:00+00:00\",\"dateModified\":\"2024-11-13T09:38:18+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/\"},\"wordCount\":30,\"publisher\":{\"@id\":\"https:\/\/integralads.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/integralads.com\/wp-content\/uploads\/2023\/06\/AI-760-760-1.jpg\",\"keywords\":[\"AI\",\"\u6a5f\u68b0\u5b66\u7fd2\"],\"articleSection\":[\"\u30a2\u30c9\u30d5\u30e9\u30a6\u30c9\",\"\u30c8\u30d4\u30c3\u30af\u30b9\u5225\"],\"inLanguage\":\"ja-JP\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/\",\"url\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/\",\"name\":\"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044 - Integral Ad Science\",\"isPartOf\":{\"@id\":\"https:\/\/integralads.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/integralads.com\/wp-content\/uploads\/2023\/06\/AI-760-760-1.jpg\",\"datePublished\":\"2019-02-22T05:00:00+00:00\",\"dateModified\":\"2024-11-13T09:38:18+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#breadcrumb\"},\"inLanguage\":\"ja-JP\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja-JP\",\"@id\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#primaryimage\",\"url\":\"https:\/\/integralads.com\/wp-content\/uploads\/2023\/06\/AI-760-760-1.jpg\",\"contentUrl\":\"https:\/\/integralads.com\/wp-content\/uploads\/2023\/06\/AI-760-760-1.jpg\",\"width\":760,\"height\":760},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/integralads.com\/jp\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/integralads.com\/#website\",\"url\":\"https:\/\/integralads.com\/\",\"name\":\"Integral Ad Science\",\"description\":\"The Hidden Cost of MFA Webinar\",\"publisher\":{\"@id\":\"https:\/\/integralads.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/integralads.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja-JP\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/integralads.com\/#organization\",\"name\":\"Integral Ad Science\",\"url\":\"https:\/\/integralads.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja-JP\",\"@id\":\"https:\/\/integralads.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/integralads.com\/wp-content\/uploads\/2023\/10\/IAS_Square-Logo-600x600-1.png\",\"contentUrl\":\"https:\/\/integralads.com\/wp-content\/uploads\/2023\/10\/IAS_Square-Logo-600x600-1.png\",\"width\":600,\"height\":600,\"caption\":\"Integral Ad Science\"},\"image\":{\"@id\":\"https:\/\/integralads.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/integralads\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/integralads.com\/#\/schema\/person\/dbee79df007713b5bab3127e3f349399\",\"name\":\"IAS TEAM\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja-JP\",\"@id\":\"https:\/\/integralads.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/255e04bda9c08f76d15834db86e6d973bed5d92c701c65e4e3781e74f8b79551?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/255e04bda9c08f76d15834db86e6d973bed5d92c701c65e4e3781e74f8b79551?s=96&d=mm&r=g\",\"caption\":\"IAS TEAM\"},\"description\":\"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"sameAs\":[\"https:\/\/integralads.com\"],\"jobTitle\":\"TEST\",\"url\":\"https:\/\/integralads.com\/jp\/insider\/author\/ias2023\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044 - Integral Ad Science","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/","og_locale":"en_US","og_type":"article","og_title":"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044","og_description":"\u904e\u53bb\u6570\u5e74\u306e\u30cb\u30e5\u30fc\u30b9\u898b\u51fa\u3057\u3092\u773a\u3081\u3066\u307f\u308b\u3068\u3001AI\u304c\u79c1\u305f\u3061\u306e\u751f\u6d3b\u306e\u9685\u3005\u306b\u307e\u3067\u5f71\u97ff\u3092\u53ca\u307c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u5b9f\u611f\u305b\u3056\u308b\u5f97\u307e\u305b\u3093\u3002\u66f8\u304b\u308c\u305f\u6587\u7ae0\u3084\u4eba\u304c\u8a71\u3059\u8a00\u8449\u3092\u7406\u89e3\u3057\u3001\u79c1\u305f\u3061\u304c\u7f6e\u304b\u308c\u3066\u3044\u308b\u74b0\u5883\u3092\u77e5\u899a\u3059\u308b\u6a5f\u68b0\u306f\u3082\u306f\u3084\u73cd\u3057\u304f\u3082\u306a\u304f\u3001\u30d0\u30fc\u30c1\u30e3\u30eb\u3084\u30ea\u30a2\u30eb\u306e\u4e16\u754c\u306e\u3042\u3061\u3053\u3061\u3067\u30ed\u30dc\u30c3\u30c8\u304c\u6d3b\u8e8d\u3057\u3001\u79c1\u305f\u3061\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u4ed5\u4e8b\u306e\u3042\u308a\u304b\u305f\u307e\u3067\u5909\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u81ea\u52d5\u904b\u8ee2\u306f\u3082\u306f\u3084\u5922\u7269\u8a9e\u3067\u306f\u306a\u304f\u3001\u3059\u3050\u305d\u3053\u306b\u3042\u308b\u73fe\u5b9f\u3067\u3059\u3002\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30bf\u30fc\u306b\u3068\u3063\u3066\u3082\u3001\u3053\u306e\u6d41\u308c\u306f\u6c7a\u3057\u3066\u4ed6\u4eba\u4e8b\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6620\u753b\u300e\u30bf\u30fc\u30df\u30cd\u30fc\u30bf\u30fc\u300f\u3092\u60f3\u8d77\u3055\u305b\u308b\u3088\u3046\u306a\u300c\u6a5f\u68b0\u306e\u52c3\u8208\u300d\u3092\u717d\u308b\u8a18\u4e8b\u3092\u8aad\u307f\u306a\u304c\u3089\u3082\u3001\u79c1\u305f\u3061\u306f\u3044\u307e\u3060\u306b\u3053\u306e\u7834\u58ca\u7684\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u3069\u3046\u5411\u304d\u5408\u3046\u3079\u304d\u304b\u3001\u7b54\u3048\u3092\u51fa\u305b\u3066\u3044\u307e\u305b\u3093\u3002","og_url":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/","og_site_name":"Integral Ad Science","article_published_time":"2019-02-22T05:00:00+00:00","article_modified_time":"2024-11-13T09:38:18+00:00","og_image":[{"width":760,"height":760,"url":"https:\/\/integralads.com\/wp-content\/uploads\/2023\/06\/AI-760-760-1.jpg","type":"image\/jpeg"}],"author":"IAS TEAM","twitter_card":"summary_large_image","twitter_creator":"@integralads","twitter_site":"@integralads","twitter_misc":{"Written by":"IAS TEAM","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#article","isPartOf":{"@id":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/"},"author":{"name":"IAS TEAM","@id":"https:\/\/integralads.com\/#\/schema\/person\/dbee79df007713b5bab3127e3f349399"},"headline":"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044","datePublished":"2019-02-22T05:00:00+00:00","dateModified":"2024-11-13T09:38:18+00:00","mainEntityOfPage":{"@id":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/"},"wordCount":30,"publisher":{"@id":"https:\/\/integralads.com\/#organization"},"image":{"@id":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#primaryimage"},"thumbnailUrl":"https:\/\/integralads.com\/wp-content\/uploads\/2023\/06\/AI-760-760-1.jpg","keywords":["AI","\u6a5f\u68b0\u5b66\u7fd2"],"articleSection":["\u30a2\u30c9\u30d5\u30e9\u30a6\u30c9","\u30c8\u30d4\u30c3\u30af\u30b9\u5225"],"inLanguage":"ja-JP"},{"@type":"WebPage","@id":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/","url":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/","name":"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044 - Integral Ad Science","isPartOf":{"@id":"https:\/\/integralads.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#primaryimage"},"image":{"@id":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#primaryimage"},"thumbnailUrl":"https:\/\/integralads.com\/wp-content\/uploads\/2023\/06\/AI-760-760-1.jpg","datePublished":"2019-02-22T05:00:00+00:00","dateModified":"2024-11-13T09:38:18+00:00","breadcrumb":{"@id":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#breadcrumb"},"inLanguage":"ja-JP","potentialAction":[{"@type":"ReadAction","target":["https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/"]}]},{"@type":"ImageObject","inLanguage":"ja-JP","@id":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#primaryimage","url":"https:\/\/integralads.com\/wp-content\/uploads\/2023\/06\/AI-760-760-1.jpg","contentUrl":"https:\/\/integralads.com\/wp-content\/uploads\/2023\/06\/AI-760-760-1.jpg","width":760,"height":760},{"@type":"BreadcrumbList","@id":"https:\/\/integralads.com\/jp\/insider\/ai-machine-learning-and-the-fight-against-fraud\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/integralads.com\/jp\/"},{"@type":"ListItem","position":2,"name":"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2 vs \u5e83\u544a\u4e0d\u6b63\u306e\u95d8\u3044"}]},{"@type":"WebSite","@id":"https:\/\/integralads.com\/#website","url":"https:\/\/integralads.com\/","name":"Integral Ad Science","description":"The Hidden Cost of MFA Webinar","publisher":{"@id":"https:\/\/integralads.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/integralads.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja-JP"},{"@type":"Organization","@id":"https:\/\/integralads.com\/#organization","name":"Integral Ad Science","url":"https:\/\/integralads.com\/","logo":{"@type":"ImageObject","inLanguage":"ja-JP","@id":"https:\/\/integralads.com\/#\/schema\/logo\/image\/","url":"https:\/\/integralads.com\/wp-content\/uploads\/2023\/10\/IAS_Square-Logo-600x600-1.png","contentUrl":"https:\/\/integralads.com\/wp-content\/uploads\/2023\/10\/IAS_Square-Logo-600x600-1.png","width":600,"height":600,"caption":"Integral Ad Science"},"image":{"@id":"https:\/\/integralads.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/integralads"]},{"@type":"Person","@id":"https:\/\/integralads.com\/#\/schema\/person\/dbee79df007713b5bab3127e3f349399","name":"IAS TEAM","image":{"@type":"ImageObject","inLanguage":"ja-JP","@id":"https:\/\/integralads.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/255e04bda9c08f76d15834db86e6d973bed5d92c701c65e4e3781e74f8b79551?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/255e04bda9c08f76d15834db86e6d973bed5d92c701c65e4e3781e74f8b79551?s=96&d=mm&r=g","caption":"IAS TEAM"},"description":"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.","sameAs":["https:\/\/integralads.com"],"jobTitle":"TEST","url":"https:\/\/integralads.com\/jp\/insider\/author\/ias2023\/"}]}},"_links":{"self":[{"href":"https:\/\/integralads.com\/jp\/wp-json\/wp\/v2\/posts\/305973","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/integralads.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/integralads.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/integralads.com\/jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/integralads.com\/jp\/wp-json\/wp\/v2\/comments?post=305973"}],"version-history":[{"count":0,"href":"https:\/\/integralads.com\/jp\/wp-json\/wp\/v2\/posts\/305973\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/integralads.com\/jp\/wp-json\/wp\/v2\/media\/293783"}],"wp:attachment":[{"href":"https:\/\/integralads.com\/jp\/wp-json\/wp\/v2\/media?parent=305973"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/integralads.com\/jp\/wp-json\/wp\/v2\/categories?post=305973"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/integralads.com\/jp\/wp-json\/wp\/v2\/tags?post=305973"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}