{"id":7390,"date":"2018-03-20T20:09:59","date_gmt":"2018-03-20T20:09:59","guid":{"rendered":"http:\/\/www.criteo.com\/jp\/insights\/machine-learning-basics\/"},"modified":"2021-01-13T13:14:27","modified_gmt":"2021-01-13T17:14:27","slug":"%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d","status":"publish","type":"post","link":"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/","title":{"rendered":"\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\uff1f\u300d"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p>\u6a5f\u68b0\u304c\u4eba\u9593\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u3064\u3044\u3066\u306f\u3001\u904e\u53bb\u6570\u5341\u5e74\u306b\u308f\u305f\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u8b70\u8ad6\u304c\u306a\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u6620\u753b\u3084\u30c6\u30ec\u30d3\u3001\u66f8\u7c4d\u306a\u3069\u306e\u30dd\u30c3\u30d7\u30ab\u30eb\u30c1\u30e3\u30fc\u306e\u4e2d\u3067\u8a9e\u3089\u308c\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u305d\u306e\u5178\u578b\u3068\u3082\u8a00\u3048\u307e\u3059\u3002<\/p>\n<p>\u4e2d\u3067\u3082\u300c\u6a5f\u68b0\u5b66\u7fd2\u300d\u3068\u3044\u3046\u6982\u5ff5\u306f\u5e45\u5e83\u304f\u3001\u305d\u306e\u7528\u9014\u3082\u591a\u5c90\u306b\u308f\u305f\u308b\u305f\u3081\u3001\u672a\u3060\u306b\u300c\u3088\u304f\u77e5\u3089\u306a\u3044\u300d\u300c\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u3044\u3046\u4eba\u3082\u591a\u304f\u3001\u4e00\u90e8\u306b\u306f\u6050\u6016\u3055\u3048\u611f\u3058\u3066\u3044\u308b\u4eba\u3082\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u3082\u305d\u3082\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u306a\u305c\u4eca\u3001\u3053\u308c\u307b\u3069\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>\u3053\u306e\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u79c1\u305f\u3061\u306e\u5b9f\u751f\u6d3b\u306e\u4e2d\u3067\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3063\u3066\u3044\u308b\u306e\u304b\u3001\u3055\u3089\u306b\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u3069\u306e\u3088\u3046\u306b\u6349\u3048\u3089\u308c\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>\u4eba\u6c17<\/strong><strong>SF\u6620\u753b\u306e\u4e2d\u306e\u30ed\u30dc\u30c3\u30c8<\/strong><\/h3>\n<p>\u30ed\u30dc\u30c3\u30c8\u3084\u4eba\u5de5\u77e5\u80fd\u306e\u6301\u3064\u30a4\u30e1\u30fc\u30b8\u306f\u5b9f\u306b\u3055\u307e\u3056\u307e\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u6620\u753b\u3067\u306f\u3001\u30bf\u30fc\u30df\u30cd\u30fc\u30bf\u30fc\u3084\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u3001\u30d6\u30ec\u30fc\u30c9\u30e9\u30f3\u30ca\u30fc\u306e\u3088\u3046\u306b\u30ed\u30dc\u30c3\u30c8\u3084\u4eba\u5de5\u77e5\u80fd\u306e\u30c0\u30fc\u30af\u30b5\u30a4\u30c9\u3092\u63cf\u3044\u305f\u4f5c\u54c1\u3082\u3042\u308c\u3070\u3001\u30a8\u30af\u30b9\u30fb\u30de\u30ad\u30ca\u3001\u30a6\u30a8\u30b9\u30c8\u30ef\u30fc\u30eb\u30c9\u3001\u30d6\u30e9\u30c3\u30af\u30fb\u30df\u30e9\u30fc\u306e\u3088\u3046\u306b\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u5074\u9762\u3068\u30cd\u30ac\u30c6\u30a3\u30d6\u306a\u5074\u9762\u304c\u5165\u308a\u6df7\u3058\u308b\u4f5c\u54c1\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3044\u305a\u308c\u306e\u4f5c\u54c1\u306b\u3082\u5171\u901a\u3059\u308b\u306e\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u3092\u52a9\u3051\u305f\u4eba\u9593\u306e\u4e3b\u4eba\u516c\u304c\u3001\u81ea\u8eab\u306e\u884c\u70ba\u304c\u679c\u305f\u3057\u3066\u6b63\u3057\u304b\u3063\u305f\u306e\u304b\u3001\u3042\u308b\u3044\u306f\u9593\u9055\u3063\u305f\u3053\u3068\u3060\u3063\u305f\u306e\u304b\u3001\u3068\u3044\u3046\u5224\u65ad\u306e\u9593\u3067\u677f\u631f\u307f\u306b\u306a\u308b\u59ff\u304c\u63cf\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>\u73fe\u5b9f\u4e16\u754c\u306e\u4e2d\u306e\u4eba\u5de5\u77e5\u80fd<\/strong><\/h3>\n<p>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u6a5f\u68b0\u306f\u3001\u3059\u3067\u306b\u79c1\u305f\u3061\u306e\u66ae\u3089\u3057\u306b\u6b20\u304b\u3059\u3053\u3068\u306e\u3067\u304d\u306a\u3044\u5b58\u5728\u3068\u3057\u3066\u3001\u65e5\u5e38\u751f\u6d3b\u306b\u6df1\u304f\u6d78\u900f\u3057\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u3001\u79c1\u305f\u3061\u306f\u81ea\u5b85\u3067Amazon Echo\u3084Google Home\u306a\u3069\u306e\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3068\u4f1a\u8a71\u3057\u3001Siri\u304c\u79c1\u305f\u3061\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u8cea\u554f\u306b\u7b54\u3048\u305f\u308a\u3001\u307e\u305fGPS\u304c\u73fe\u5728\u4f4d\u7f6e\u3092\u6559\u3048\u3001\u76ee\u7684\u5730\u307e\u3067\u6848\u5185\u3057\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u6a5f\u68b0\u306f\u3001\u4e0d\u6c17\u5473\u306a\u8d64\u3044\u76ee\u306e\u4ed8\u3044\u305f\u30c1\u30bf\u30f3\u88fd\u306e\u9aa8\u683c\u3001\u3042\u308b\u3044\u306f\u30ab\u30d0\u30fc\u306e\u88cf\u5074\u304c\u30ef\u30a4\u30e4\u30fc\u3084\u30de\u30a4\u30af\u30ed\u30c1\u30c3\u30d7\u3067\u57cb\u3081\u5c3d\u304f\u3055\u308c\u305f\u4eba\u9593\u306e\u6a21\u578b\u3067\u306f\u306a\u304f\u3001\u8868\u304b\u3089\u306f\u898b\u3048\u306a\u3044\u5468\u56f2\u306e\u3044\u305f\u308b\u3068\u3053\u308d\u3001\u3064\u307e\u308a\u30b9\u30de\u30fc\u30c8\u30c7\u30d0\u30a4\u30b9\u306e\u4e2d\u306b\u96a0\u308c\u3066\u304a\u308a\u3001\u305f\u3068\u3048\u3070Google\u691c\u7d22\u306e\u539f\u52d5\u529b\u3068\u306a\u3063\u3066\u3001\u79c1\u305f\u3061\u306e\u884c\u52d5\u3084\u66ae\u3089\u3057\u3092\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u5f37\u529b\u306b\u652f\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Criteo\u304c\u5148\u3054\u308d\u516c\u958b\u3057\u305f<a href=\"https:\/\/www.criteo.com\/blog\/commerce-trends-2018\/\">2018\u5e74\u7248\u30c7\u30b8\u30bf\u30eb\u30b3\u30de\u30fc\u30b9\uff06\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u5c55\u671b\u30ec\u30dd\u30fc\u30c8<\/a><em>\uff08\u82f1\u8a9e\uff09<\/em>\u3067\u3082\u7d39\u4ecb\u3057\u3066\u3044\u308b\u901a\u308a\u3001\u30de\u30fc\u30b1\u30bf\u30fc\u306f\u4eca\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u4f7f\u3063\u305f\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u304c\u3082\u305f\u3089\u3059\u3067\u3042\u308d\u3046\u5927\u304d\u306a\u30c1\u30e3\u30f3\u30b9\u3092\u624b\u306b\u3057\u3066\u3044\u307e\u3059\u3002 \u305f\u3068\u3048\u307057%\u306e\u30de\u30fc\u30b1\u30bf\u30fc\u304c\u3001Amazon\u306eAlexa\u3084Apple\u306eSiri\u306e\u3088\u3046\u306a\u97f3\u58f0\u8a8d\u8b58\u30c7\u30d0\u30a4\u30b9\u3092\u3001\u4eca\u5f8c2\u5e74\u9593\u306e\u5185\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u3060\u308d\u3046\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>\u305d\u3082\u305d\u3082\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\uff1f<\/strong><\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u6280\u8853\u306e1\u5206\u91ce\u3067\u3001\u660e\u78ba\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3057\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u81ea\u52d5\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u6280\u8853\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u4f5c\u696d\u306e\u5b9f\u884c\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3084\u77e5\u8b58\u306e\u3059\u3079\u3066\u3092\u4eba\u9593\u304c\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u6559\u3048\u306a\u304f\u3066\u3082\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u81ea\u3089\u304c\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u5b66\u7fd2\u30fb\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4e0e\u3048\u3089\u308c\u308b\u30c7\u30fc\u30bf\u304c\u591a\u3051\u308c\u3070\u591a\u3044\u307b\u3069\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u307e\u3059\u307e\u3059\u8ce2\u304f\u306a\u308a\u3001\u6642\u9593\u3068\u3068\u3082\u306b\u4f5c\u696d\u306e\u7cbe\u5ea6\u3084\u80fd\u529b\u304c\u5411\u4e0a\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p><em>\uff08\u8ffd\u52a0\u60c5\u5831\uff1a<\/em> <a href=\"https:\/\/www.criteo.com\/blog\/machine-learning-quiz\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em>\u300c\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30ec\u30b9\u300d\u306e\u4e16\u754c\u3067\u751f\u304d\u6b8b\u308c\u308b\u304b\uff1f<\/em><em>Criteo<\/em><em>\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30af\u30a4\u30ba\uff08\u82f1\u8a9e\uff09\u3067\u8a66\u3057\u3066\u307f\u307e\u3057\u3087\u3046<\/em><\/a><em>\uff09<\/em><\/p>\n<p>\u6700\u8fd1\u306e\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u30bf\u30a4\u30e0\u30ba\u306e\u8a18\u4e8b\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u300c\u6700\u5148\u7aef\u306e\u4eba\u5de5\u77e5\u80fd\u7814\u7a76\u306b\u306f\u3001<a href=\"https:\/\/www.wired.com\/2015\/04\/jeff-dean\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08DNN\uff09<\/a>\u3068\u547c\u3070\u308c\u308b\u6570\u5b66\u7684\u624b\u6cd5\u304c\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u3002 \u3053\u308c\u306f\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u81ea\u3089\u304c\u30bf\u30b9\u30af\u3092\u5b66\u7fd2\u3059\u308b\u6570\u5b66\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308a\u3001\u305f\u3068\u3048\u3070\u6570\u767e\u4e07\u306e\u72ac\u306e\u5199\u771f\u3092\u89e3\u6790\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u305d\u308c\u3089\u3092\u300c\u72ac\u300d\u3068\u3057\u3066\u8a8d\u8b58\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u3002\u3053\u306e\u6570\u5b66\u7684\u6982\u5ff5\u306f\u3059\u3067\u306b1950\u5e74\u4ee3\u306b\u63d0\u5531\u3055\u308c\u3066\u306f\u3044\u305f\u3082\u306e\u306e\u30015\u5e74\u307b\u3069\u524d\u307e\u3067\u306f\u4e00\u90e8\u306e\u5b66\u8005\u3084\u696d\u754c\u5185\u306e\u307f\u3067\u6271\u308f\u308c\u3066\u3044\u305f\u5206\u91ce\u3067\u3042\u3063\u305f\u300d<\/p>\n<p>Google\u306e\u4eba\u5de5\u77e5\u80fd\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3042\u308bGoogle Brain\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u3063\u3066\u5bfe\u8c61\uff08\u3053\u306e\u5834\u5408\u306f\u732b\u306e\u753b\u50cf\uff09\u306e\u8b58\u5225\u306b\u6210\u529f\u3057\u305f\u6700\u521d\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e1\u3064\u3067\u3057\u305f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-7391 size-full\" src=\"http:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/google-data-centers-19-e1517232197859.jpg\" alt=\"\" width=\"1200\" height=\"900\" srcset=\"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/google-data-centers-19-e1517232197859.jpg 1200w, https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/google-data-centers-19-e1517232197859-300x225.jpg 300w, https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/google-data-centers-19-e1517232197859-768x576.jpg 768w, https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/google-data-centers-19-e1517232197859-1024x768.jpg 1024w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/>Google\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u5185\u306b\u8a2d\u7f6e\u3055\u308c\u305f\u30b5\u30fc\u30d0\u30fc\uff08Image by Google\uff09<\/p>\n<p>&nbsp;<\/p>\n<p>\u3053\u306e\u7814\u7a76\u30c1\u30fc\u30e0\u3067\u306f\u300116,000\u500b\u306eCPU\u30b3\u30a2\u3067\u69cb\u6210\u3055\u308c\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u69cb\u7bc9\u3057\u3066\u3001YouTube\u304b\u3089\u30e9\u30f3\u30c0\u30e0\u306b\u62bd\u51fa\u3057\u305f1,000\u4e07\u679a\u306e\u753b\u50cf\u3092\u89e3\u6790\u3059\u308b\u5b9f\u9a13\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u305d\u306e\u5f8c\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b20,000\u500b\u306e\u7570\u306a\u308b\u30a2\u30a4\u30c6\u30e0\u3092\u898b\u305b\u305f\u3068\u3053\u308d\u3001\u4eba\u9593\u304c\u732b\u306e\u5b9a\u7fa9\u3092\u6559\u3048\u306a\u304f\u3066\u3082\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u732b\u306e\u753b\u50cf\u3059\u3079\u3066\u3092\u6b63\u78ba\u306b\u8b58\u5225\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u306e\u3067\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u91cd\u8981\u306a\u70b9\u306f\u3001\u5404\u30c7\u30fc\u30bf\u306b\u306f\u7279\u306b\u30e9\u30d9\u30eb\u304c\u4ed8\u3051\u3089\u308c\u3066\u3044\u305f\u308f\u3051\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u300c\u732b\u300d\u3068\u3044\u3046\u30e9\u30d9\u30eb\u304c\u4ed8\u3044\u305f\u753b\u50cf\u306f\u306a\u304f\u3001\u732b\u304c\u3069\u306e\u3088\u3046\u306a\u5916\u898b\u3092\u3057\u3066\u3044\u308b\u304b\u3092\u8aac\u660e\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3082\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u30b7\u30b9\u30c6\u30e0\u306f\u3053\u3046\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u3001\u732b\u306e\u7279\u5b9a\u306b\u6210\u529f\u3057\u305f\u306e\u3067\u3059\u3002<\/p>\n<p>\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3057\u3066\u3001\u4eba\u9593\u306b\u306f\u592a\u5200\u6253\u3061\u3067\u304d\u306a\u3044\u30b9\u30d4\u30fc\u30c9\u3068\u7cbe\u5ea6\u3067\u4f5c\u696d\u3092\u3053\u306a\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u975e\u5e38\u306b\u9b45\u529b\u7684\u304b\u3064\u5c06\u6765\u6709\u671b\u306a\u6280\u8853\u3067\u3042\u308b\u3053\u3068\u306f\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u3002 <a href=\"https:\/\/criteo-2421.docs.contently.com\/v\/idc-research-can-machines-be-creative\" target=\"_blank\" rel=\"noopener noreferrer\">\u30df\u30ea\u79d2\u5358\u4f4d\u3067\u306e\u5165\u672d\uff0f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u305f\u308a<\/a>\u3001\u3042\u308b\u3044\u306f1,000\u4e07\u679a\u306e\u5199\u771f\u306e\u4e2d\u304b\u3089\u732b\u306e\u5199\u771f\u3092\u8b58\u5225\u3057\u305f\u308a\u2026\u3001\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u307e\u3055\u306b\u7121\u9650\u306e\u53ef\u80fd\u6027\u3092\u79d8\u3081\u305f\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306a\u306e\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>\u306a\u305c\u3001\u305d\u308c\u307b\u3069\u30c7\u30fc\u30bf\u304c\u91cd\u8981\u306a\u306e\uff1f<\/strong><\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3092\u6210\u529f\u3055\u305b\u308b\u306b\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u3092\u300c\u8a13\u7df4\u300d\u3059\u308b\u305f\u3081\u306e\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u8d64\u3061\u3083\u3093\u304c\u81ea\u5206\u306e\u5468\u308a\u306e\u4e16\u754c\u3092\u5b66\u7fd2\u3059\u308b\u306e\u3068\u540c\u69d8\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u3082\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u5b66\u7fd2\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u30c7\u30fc\u30bf\u304c\u591a\u3051\u308c\u3070\u591a\u3044\u307b\u3069\u3001\u3088\u308a\u591a\u304f\u3092\u5b66\u7fd2\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u8fd1\u5e74\u3067\u306f\u3001\u65b0\u305f\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3084\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u304a\u304b\u3052\u3067\u6a5f\u68b0\u5b66\u7fd2\u304c\u683c\u6bb5\u306b\u9032\u6b69\u3057\u3001\u4eca\u3084\u30b5\u30fc\u30d0\u306e\u51e6\u7406\u80fd\u529b\u306f\u304b\u3064\u3066\u306a\u3044\u307b\u3069\u306b\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f\u3001Google Brain\u304c\u732b\u306e\u8b58\u5225\u306b\u5229\u7528\u3057\u305f\u60c5\u5831\u3067\u3059\u3002<\/p>\n<ul>\n<li>CPU\u30b3\u30a2\uff1a16,000\u500b<\/li>\n<li><span style=\"font-size: 1rem\">\u4eba\u5de5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u306e\u30ce\u30fc\u30c9\uff1a10\u5104<\/span><\/li>\n<li><span style=\"font-size: 1rem\">YouTube\u304b\u3089\u306e\u753b\u50cf\uff1a1,000\u4e07\u679a<\/span><\/li>\n<li><span style=\"font-size: 1rem\">\u5b66\u7fd2\u671f\u9593\uff1a3\u65e5<\/span><\/li>\n<\/ul>\n<p>\u305d\u308c\u3067\u3082\u306a\u304a\u3001\u4eba\u9593\u306e\u8133\u306e\u51e6\u7406\u80fd\u529b\u306b\u306f\u5230\u5e95\u53ca\u3073\u307e\u305b\u3093\u3002<\/p>\n<ul>\n<li>\u4eba\u9593\u306e\u30cb\u30e5\u30fc\u30ed\u30f3\uff1a\uff5e860\u5104<\/li>\n<li>\u4eba\u9593\u306e\u30b7\u30ca\u30d7\u30b9\uff1a\uff5e100\u5146<\/li>\n<\/ul>\n<p>\u3053\u3053\u3067\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f8b\u306b\u3068\u3063\u3066\u3001\u30c7\u30fc\u30bf\u306e\u91cd\u8981\u6027\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>Criteo\u306f\u5148\u3054\u308d\u3001\u6a5f\u68b0\u3068\u6a5f\u68b0\u306e\u5275\u9020\u6027\u306b\u3064\u3044\u3066<a href=\"https:\/\/criteo-2421.docs.contently.com\/v\/idc-research-can-machines-be-creative\" target=\"_blank\" rel=\"noopener noreferrer\">IDC\u3068\u5171\u540c\u3067\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210<\/a>\u3057\u307e\u3057\u305f\u3002 \u3053\u306e\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u4e00\u822c\u7684\u306b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u304c\u53ef\u80fd\u306a7\u3064\u306e\u5e83\u544a\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u8981\u7d20\uff08\u753b\u50cf\u3001\u30bf\u30b0\u30e9\u30a4\u30f3\u3001\u540d\u524d\u3001\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3001\u30ab\u30e9\u30fc\u3001\u6587\u7ae0\u3001\u884c\u52d5\u306e\u559a\u8d77\uff08CTA\uff09\uff09\u306b\u3064\u3044\u3066\u89e6\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5e83\u544a\u306f\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3001\u30e2\u30d0\u30a4\u30eb\u3001\u30bf\u30d6\u30ec\u30c3\u30c8\u306a\u3069\u7570\u306a\u308b\u30c7\u30d0\u30a4\u30b9\u3092\u306f\u3058\u3081\u3001\u6570\u5343\u306e\u30d1\u30d6\u30ea\u30c3\u30b7\u30e3\u30fc\u3084\u30a2\u30c9\u30a8\u30af\u30b9\u30c1\u30a7\u30f3\u30b8\u3001\u3055\u3089\u306b\u306f1\u4eba\u3072\u3068\u308a\u597d\u307f\u304c\u7570\u306a\u308b\u6570\u5341\u5104\u4eba\u898f\u6a21\u306e\u8cb7\u7269\u5ba2\u306b\u5408\u308f\u305b\u3066\u4f5c\u6210\u3055\u308c\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u3053\u308c\u3089\u3059\u3079\u3066\u306e\u8981\u7d20\u3092\u7dcf\u5408\u3059\u308b\u3068\u3001\u6570\u5146\u306b\u304a\u3088\u3076\u5e83\u544a\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u9014\u65b9\u3082\u306a\u3044\u6570\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u969b\u306b\u4eba\u304c\u884c\u3046\u3053\u3068\u306f\u4e0d\u53ef\u80fd\u3067\u3059\u304c\u3001\u6a5f\u68b0\u5b66\u7fd2\u306a\u3089\u3070\u3001\u3053\u308c\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002Criteo\u304c\u4fdd\u6709\u3059\u308b\u8cb7\u7269\u5ba2\u306b\u95a2\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u304c\u5206\u6790\u3057\u3066\u3001\u305d\u306e\u5206\u6790\u7d50\u679c\u3092\u7279\u5b9a\u306e\u30c7\u30d0\u30a4\u30b9\u304a\u3088\u3073\u30d1\u30d6\u30ea\u30c3\u30b7\u30e3\u30fc\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u8981\u4ef6\uff0f\u30d6\u30e9\u30f3\u30c9\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u8cb7\u7269\u5ba21\u4eba\u3072\u3068\u308a\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u5e83\u544a\u3092\u3001<em>\u308f\u305a\u304b\u6570\u30df\u30ea\u79d2<\/em>\u3067\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>\u5c0f\u58f2\u696d\u8005\u3084\u30d6\u30e9\u30f3\u30c9\u304c\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306f\uff1f<\/strong><\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u9762\u5012\u306a\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3084\u5206\u6790\u4f5c\u696d\u3092\u7701\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u30de\u30fc\u30b1\u30bf\u30fc\u306f\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u30a2\u30a4\u30c7\u30a2\u306e\u5275\u51fa\u306b\u3001\u3088\u308a\u591a\u304f\u306e\u6642\u9593\u3092\u304b\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u652f\u3048\u308b\u306e\u304c\u95a2\u9023\u6027\u306e\u9ad8\u3044\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u884c\u52d5\u30c7\u30fc\u30bf\u3067\u3059\u3002 \u5c0f\u58f2\u696d\u8005\u3084\u30d6\u30e9\u30f3\u30c9\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30c1\u30fc\u30e0\u306f\u300c\u30d9\u30fc\u30b9\u300d\u3068\u306a\u308b\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4f5c\u6210\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u540c\u6642\u306b\u3001\u95a2\u9023\u6027\u306e\u9ad8\u3044\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3057\u3063\u304b\u308a\u3068\u884c\u3046\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u9867\u5ba2\u3068\u306e\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u304c\u3082\u305f\u3089\u3059\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u3066\u3055\u3089\u306b\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001Criteo\u306e<a href=\"http:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/02\/17_Machine-Learning_eBook_JP.pdf\">E\u30d6\u30c3\u30af<\/a>\u3092\u305c\u3072\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3054\u5229\u7528\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; \u6a5f\u68b0\u304c\u4eba\u9593\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u3064\u3044\u3066\u306f\u3001\u904e\u53bb\u6570\u5341\u5e74\u306b\u308f\u305f\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u8b70\u8ad6\u304c\u306a\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u6620\u753b\u3084\u30c6 [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":7394,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[128],"coauthors":[],"class_list":{"0":"post-7390","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-trends-insights"},"acf":{"hide_featured_image":false,"has_download":false,"has_embed":false,"stae_popup_enable":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u300d\u3068\u306f\u4f55\u304b\uff1f<\/title>\n<meta name=\"description\" content=\"\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u3001AI(\u4eba\u5de5\u77e5\u80fd\uff09\u6280\u8853\u306e1\u5206\u91ce\u3067\u3001\u660e\u78ba\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3057\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u81ea\u52d5\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u6280\u8853\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002Criteo\u3067\u306f\u3001\u9867\u5ba2\u306b\u95a2\u3059\u308b\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u5206\u6790\u3001\u305d\u306e\u5206\u6790\u7d50\u679c\u3092\u3082\u3068\u306b\u8cb7\u7269\u5ba21\u4eba\u3072\u3068\u308a\u306b\u5408\u308f\u305b\u3066\u6700\u9069\u5316\u3055\u308c\u305f\u5e83\u544a\u3092\u77ac\u6642\u306b\u81ea\u52d5\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u300d\u3068\u306f\u4f55\u304b\uff1f\" \/>\n<meta property=\"og:description\" content=\"\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u3001AI(\u4eba\u5de5\u77e5\u80fd\uff09\u6280\u8853\u306e1\u5206\u91ce\u3067\u3001\u660e\u78ba\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3057\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u81ea\u52d5\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u6280\u8853\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002Criteo\u3067\u306f\u3001\u9867\u5ba2\u306b\u95a2\u3059\u308b\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u5206\u6790\u3001\u305d\u306e\u5206\u6790\u7d50\u679c\u3092\u3082\u3068\u306b\u8cb7\u7269\u5ba21\u4eba\u3072\u3068\u308a\u306b\u5408\u308f\u305b\u3066\u6700\u9069\u5316\u3055\u308c\u305f\u5e83\u544a\u3092\u77ac\u6642\u306b\u81ea\u52d5\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.criteo.com\/jp\/blog\/\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\uff1f\u300d\/\" \/>\n<meta property=\"og:site_name\" content=\"JP - Criteo.com\" \/>\n<meta property=\"article:published_time\" content=\"2018-03-20T20:09:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-01-13T17:14:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/pexels-photo-373543.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Karen Mangonon\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Karen Mangonon\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\n\t    \"@context\": \"https:\/\/schema.org\",\n\t    \"@graph\": [\n\t        {\n\t            \"@type\": [\n\t                \"Article\",\n\t                \"BlogPosting\"\n\t            ],\n\t            \"@id\": \"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/#article\",\n\t            \"isPartOf\": {\n\t                \"@id\": \"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/\"\n\t            },\n\t            \"author\": {\n\t                \"name\": \"Karen Mangonon\",\n\t                \"@id\": \"https:\/\/www.criteo.com\/jp\/#\/schema\/person\/b01f469c01d59bfe2d7c7518df0cea95\"\n\t            },\n\t            \"headline\": \"\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\uff1f\u300d\",\n\t            \"datePublished\": \"2018-03-20T20:09:59+00:00\",\n\t            \"dateModified\": \"2021-01-13T17:14:27+00:00\",\n\t            \"mainEntityOfPage\": {\n\t                \"@id\": \"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/\"\n\t            },\n\t            \"wordCount\": 42,\n\t            \"publisher\": {\n\t                \"@id\": \"https:\/\/www.criteo.com\/jp\/#organization\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/#primaryimage\"\n\t            },\n\t            \"thumbnailUrl\": \"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/pexels-photo-373543.jpeg\",\n\t            \"keywords\": [\n\t                \"AI\"\n\t            ],\n\t            \"articleSection\": [\n\t                \"\u30c8\u30ec\u30f3\u30c9\u3068\u30a4\u30f3\u30b5\u30a4\u30c8\"\n\t            ],\n\t            \"inLanguage\": \"ja\"\n\t        },\n\t        {\n\t            \"@type\": \"ImageObject\",\n\t            \"inLanguage\": \"ja\",\n\t            \"@id\": \"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/#primaryimage\",\n\t            \"url\": \"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/pexels-photo-373543.jpeg\",\n\t            \"contentUrl\": \"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/pexels-photo-373543.jpeg\",\n\t            \"width\": 1200,\n\t            \"height\": 800\n\t        },\n\t        {\n\t            \"@type\": \"BreadcrumbList\",\n\t            \"@id\": \"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/#breadcrumb\",\n\t            \"itemListElement\": [\n\t                {\n\t                    \"@type\": \"ListItem\",\n\t                    \"position\": 1,\n\t                    \"name\": \"Home\",\n\t                    \"item\": \"https:\/\/www.criteo.com\/jp\/\"\n\t                },\n\t                {\n\t                    \"@type\": \"ListItem\",\n\t                    \"position\": 2,\n\t                    \"name\": \"\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\uff1f\u300d\"\n\t                }\n\t            ]\n\t        },\n\t        {\n\t            \"@type\": \"Organization\",\n\t            \"@id\": \"https:\/\/www.criteo.com\/jp\/#organization\",\n\t            \"name\": \"Criteo\",\n\t            \"alternateName\": \"Criteo corp\",\n\t            \"url\": \"https:\/\/www.criteo.com\/jp\/\",\n\t            \"logo\": {\n\t                \"@type\": \"ImageObject\",\n\t                \"inLanguage\": \"ja\",\n\t                \"@id\": \"https:\/\/www.criteo.com\/jp\/#\/schema\/logo\/image\/\",\n\t                \"url\": \"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2024\/02\/Criteo-Logo.svg\",\n\t                \"contentUrl\": \"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2024\/02\/Criteo-Logo.svg\",\n\t                \"width\": 118,\n\t                \"height\": 24,\n\t                \"caption\": \"Criteo\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\/\/www.criteo.com\/jp\/#\/schema\/logo\/image\/\"\n\t            }\n\t        },\n\t        {\n\t            \"@type\": \"Person\",\n\t            \"@id\": \"https:\/\/www.criteo.com\/jp\/#\/schema\/person\/b01f469c01d59bfe2d7c7518df0cea95\",\n\t            \"name\": \"Karen Mangonon\",\n\t            \"image\": {\n\t                \"@type\": \"ImageObject\",\n\t                \"inLanguage\": \"ja\",\n\t                \"@id\": \"https:\/\/www.criteo.com\/jp\/#\/schema\/person\/image\/c83f1582a1626edaf9e1b721f954e18b\",\n\t                \"url\": \"https:\/\/secure.gravatar.com\/avatar\/3d45610ace3fdb8c82213910e6ae20e186f551c396ff58ad3f559d78b1c8cd8b?s=96&d=mm&r=g\",\n\t                \"contentUrl\": \"https:\/\/secure.gravatar.com\/avatar\/3d45610ace3fdb8c82213910e6ae20e186f551c396ff58ad3f559d78b1c8cd8b?s=96&d=mm&r=g\",\n\t                \"caption\": \"Karen Mangonon\"\n\t            },\n\t            \"url\": \"https:\/\/www.criteo.com\/jp\/blog\/author\/karen\/\"\n\t        }\n\t    ]\n\t}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u300d\u3068\u306f\u4f55\u304b\uff1f","description":"\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u3001AI(\u4eba\u5de5\u77e5\u80fd\uff09\u6280\u8853\u306e1\u5206\u91ce\u3067\u3001\u660e\u78ba\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3057\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u81ea\u52d5\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u6280\u8853\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002Criteo\u3067\u306f\u3001\u9867\u5ba2\u306b\u95a2\u3059\u308b\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u5206\u6790\u3001\u305d\u306e\u5206\u6790\u7d50\u679c\u3092\u3082\u3068\u306b\u8cb7\u7269\u5ba21\u4eba\u3072\u3068\u308a\u306b\u5408\u308f\u305b\u3066\u6700\u9069\u5316\u3055\u308c\u305f\u5e83\u544a\u3092\u77ac\u6642\u306b\u81ea\u52d5\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002","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:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/","og_locale":"ja_JP","og_type":"article","og_title":"\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u300d\u3068\u306f\u4f55\u304b\uff1f","og_description":"\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u3001AI(\u4eba\u5de5\u77e5\u80fd\uff09\u6280\u8853\u306e1\u5206\u91ce\u3067\u3001\u660e\u78ba\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3057\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u81ea\u52d5\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u6280\u8853\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002Criteo\u3067\u306f\u3001\u9867\u5ba2\u306b\u95a2\u3059\u308b\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u5206\u6790\u3001\u305d\u306e\u5206\u6790\u7d50\u679c\u3092\u3082\u3068\u306b\u8cb7\u7269\u5ba21\u4eba\u3072\u3068\u308a\u306b\u5408\u308f\u305b\u3066\u6700\u9069\u5316\u3055\u308c\u305f\u5e83\u544a\u3092\u77ac\u6642\u306b\u81ea\u52d5\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002","og_url":"https:\/\/www.criteo.com\/jp\/blog\/\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\uff1f\u300d\/","og_site_name":"JP - Criteo.com","article_published_time":"2018-03-20T20:09:59+00:00","article_modified_time":"2021-01-13T17:14:27+00:00","og_image":[{"width":1200,"height":800,"url":"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/pexels-photo-373543.jpeg","type":"image\/jpeg"}],"author":"Karen Mangonon","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Karen Mangonon"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/#article","isPartOf":{"@id":"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/"},"author":{"name":"Karen Mangonon","@id":"https:\/\/www.criteo.com\/jp\/#\/schema\/person\/b01f469c01d59bfe2d7c7518df0cea95"},"headline":"\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\uff1f\u300d","datePublished":"2018-03-20T20:09:59+00:00","dateModified":"2021-01-13T17:14:27+00:00","mainEntityOfPage":{"@id":"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/"},"wordCount":42,"publisher":{"@id":"https:\/\/www.criteo.com\/jp\/#organization"},"image":{"@id":"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/#primaryimage"},"thumbnailUrl":"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/pexels-photo-373543.jpeg","keywords":["AI"],"articleSection":["\u30c8\u30ec\u30f3\u30c9\u3068\u30a4\u30f3\u30b5\u30a4\u30c8"],"inLanguage":"ja"},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/#primaryimage","url":"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/pexels-photo-373543.jpeg","contentUrl":"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2018\/03\/pexels-photo-373543.jpeg","width":1200,"height":800},{"@type":"BreadcrumbList","@id":"https:\/\/www.criteo.com\/jp\/blog\/%e3%82%af%e3%82%a4%e3%83%83%e3%82%af%e3%82%ac%e3%82%a4%e3%83%89%e3%80%8c%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%81%a8%e3%81%af%e4%bd%95%e3%81%8b%ef%bc%9f%e3%80%8d\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.criteo.com\/jp\/"},{"@type":"ListItem","position":2,"name":"\u30af\u30a4\u30c3\u30af\u30ac\u30a4\u30c9\u300c\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u4f55\u304b\uff1f\u300d"}]},{"@type":"Organization","@id":"https:\/\/www.criteo.com\/jp\/#organization","name":"Criteo","alternateName":"Criteo corp","url":"https:\/\/www.criteo.com\/jp\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.criteo.com\/jp\/#\/schema\/logo\/image\/","url":"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2024\/02\/Criteo-Logo.svg","contentUrl":"https:\/\/www.criteo.com\/jp\/wp-content\/uploads\/sites\/6\/2024\/02\/Criteo-Logo.svg","width":118,"height":24,"caption":"Criteo"},"image":{"@id":"https:\/\/www.criteo.com\/jp\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.criteo.com\/jp\/#\/schema\/person\/b01f469c01d59bfe2d7c7518df0cea95","name":"Karen Mangonon","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.criteo.com\/jp\/#\/schema\/person\/image\/c83f1582a1626edaf9e1b721f954e18b","url":"https:\/\/secure.gravatar.com\/avatar\/3d45610ace3fdb8c82213910e6ae20e186f551c396ff58ad3f559d78b1c8cd8b?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/3d45610ace3fdb8c82213910e6ae20e186f551c396ff58ad3f559d78b1c8cd8b?s=96&d=mm&r=g","caption":"Karen Mangonon"},"url":"https:\/\/www.criteo.com\/jp\/blog\/author\/karen\/"}]}},"_links":{"self":[{"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/posts\/7390","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/comments?post=7390"}],"version-history":[{"count":12,"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/posts\/7390\/revisions"}],"predecessor-version":[{"id":14687,"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/posts\/7390\/revisions\/14687"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/media\/7394"}],"wp:attachment":[{"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/media?parent=7390"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/categories?post=7390"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.criteo.com\/jp\/wp-json\/wp\/v2\/coauthors?post=7390"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}