{"id":8561,"date":"2024-08-27T08:54:21","date_gmt":"2024-08-27T06:54:21","guid":{"rendered":"https:\/\/nextbrain.ai\/?p=8561"},"modified":"2024-08-27T08:55:51","modified_gmt":"2024-08-27T06:55:51","slug":"the-power-of-causal-inference-for-better-a-b-testing-and-decision-making","status":"publish","type":"post","link":"https:\/\/nextbrain.ai\/ja\/blog\/the-power-of-causal-inference-for-better-a-b-testing-and-decision-making","title":{"rendered":"\u3088\u308a\u826f\u3044A\/B\u30c6\u30b9\u30c8\u3068\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306e\u56e0\u679c\u63a8\u8ad6\u306e\u529b"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"8561\" class=\"elementor elementor-8561\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b90900 e-flex e-con-boxed e-con e-parent\" data-id=\"7b90900\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7d2744b e-con-full e-flex e-con e-child\" data-id=\"7d2744b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7c2ca5 elementor-widget elementor-widget-text-editor\" data-id=\"e7c2ca5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u610f\u601d\u6c7a\u5b9a\u306e\u6539\u5584\u3001\u9867\u5ba2\u3068\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306e\u6700\u9069\u5316\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u306e\u5f37\u5316\u306b\u6700\u3082\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u306e\u4e00\u3064\u306f <strong>\u56e0\u679c\u63a8\u8ad6<\/strong>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3084\u88fd\u54c1\u5909\u66f4\u306a\u3069\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u306e\u5f71\u97ff\u3092\u5b9a\u91cf\u5316\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002\u00a0<\/p><p>A\/B\u30c6\u30b9\u30c8\u304c\u3053\u308c\u3089\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u306e\u52b9\u679c\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u3067\u3042\u308b\u4e00\u65b9\u3067\u3001\u56e0\u679c\u63a8\u8ad6\u306f\u9867\u5ba2\u306e\u884c\u52d5\u3084\u7d50\u679c\u306b\u3064\u3044\u3066\u3088\u308a\u6df1\u304f\u3001\u3088\u308a\u5fae\u5999\u306a\u7406\u89e3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a741934 e-con-full e-flex e-con e-child\" data-id=\"a741934\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d2f249 elementor-widget elementor-widget-image\" data-id=\"1d2f249\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Causal-Inference--300x300.png\" class=\"attachment-medium size-medium wp-image-8562\" alt=\"\u56e0\u679c\u63a8\u8ad6\" srcset=\"https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Causal-Inference--300x300.png 300w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Causal-Inference--1024x1024.png 1024w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Causal-Inference--150x150.png 150w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Causal-Inference--768x768.png 768w, 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class=\"elementor-element elementor-element-10c21d3 e-flex e-con-boxed e-con e-parent\" data-id=\"10c21d3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b7ffb12 elementor-widget elementor-widget-image\" data-id=\"b7ffb12\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"580\" height=\"264\" data-src=\"https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Questions.png\" class=\"attachment-large size-large wp-image-8567 lazyload\" alt=\"\u8cea\u554f\" data-srcset=\"https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Questions.png 770w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Questions-300x136.png 300w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Questions-768x349.png 768w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Questions-18x8.png 18w\" data-sizes=\"(max-width: 580px) 100vw, 580px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 580px; --smush-placeholder-aspect-ratio: 580\/264;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d7933d elementor-widget elementor-widget-text-editor\" data-id=\"3d7933d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>\u5f93\u6765\u306eA\/B\u30c6\u30b9\u30c8\u306e\u8ab2\u984c<\/h3><p>A\/B\u30c6\u30b9\u30c8\u306f\u56e0\u679c\u95a2\u4fc2\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306e\u30b4\u30fc\u30eb\u30c7\u30f3\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3068\u3057\u3066\u79f0\u8cdb\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u7279\u5b9a\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u306e\u5f71\u97ff\u3092\u89b3\u5bdf\u3059\u308b\u305f\u3081\u306b\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u30c6\u30b9\u30c8\u30b0\u30eb\u30fc\u30d7\u3068\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u5272\u3059\u308b\u3053\u3068\u3092\u542b\u307f\u307e\u3059\u3002\u3053\u306e\u65b9\u6cd5\u306f\u6a5f\u80fd\u3057\u307e\u3059\u304c\u3001\u3044\u304f\u3064\u304b\u306e\u5236\u9650\u304c\u3042\u308a\u307e\u3059\uff1a<\/p><ul><li><strong>\u9867\u5ba2\u306e\u5909\u52d5\u6027\u3092\u30ce\u30a4\u30ba\u3068\u3057\u3066\u6271\u3046\uff1a<\/strong> A\/B\u30c6\u30b9\u30c8\u3067\u306f\u3001\u9867\u5ba2\u9593\u306e\u9055\u3044\u304c\u3057\u3070\u3057\u3070\u7121\u8996\u3055\u308c\u3001\u5b8c\u5168\u306a\u30b9\u30c8\u30fc\u30ea\u30fc\u3092\u8a9e\u3089\u306a\u3044\u5e73\u5747\u7684\u306a\u5f71\u97ff\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/li><li><strong>\u3088\u308a\u5927\u304d\u306a\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u3068\u9577\u3044\u5b9f\u884c\u6642\u9593\uff1a<\/strong> \u5f71\u97ff\u304c\u5fae\u5999\u3067\u3042\u308b\u305f\u3081\u3001A\/B\u30c6\u30b9\u30c8\u306f\u3057\u3070\u3057\u3070\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u9577\u671f\u9593\u3092\u5fc5\u8981\u3068\u3057\u3001\u7d71\u8a08\u7684\u6709\u610f\u6027\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/li><li><strong>\u30d7\u30ed\u30c0\u30af\u30c8\u30c1\u30fc\u30e0\u306b\u58f2\u308a\u8fbc\u3080\u306e\u304c\u96e3\u3057\u3044\uff1a<\/strong> 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data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-07407a1 elementor-widget elementor-widget-text-editor\" data-id=\"07407a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>\u56e0\u679c\u63a8\u8ad6\u304cA\/B\u30c6\u30b9\u30c8\u3092\u6539\u5584\u3059\u308b\u65b9\u6cd5<\/h3><p>\u56e0\u679c\u63a8\u8ad6\u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u500b\u3005\u306e\u9867\u5ba2\u30ec\u30d9\u30eb\u3067\u306e\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u80fd\u529b\u3067\u3042\u308a\u3001A\/B\u30c6\u30b9\u30c8\u3092\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u306b\u5909\u3048\u308b\u3053\u3068\u3067\u3059\u3002 <strong>\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/strong>\u5e73\u5747\u7684\u306a\u5f71\u97ff\u306b\u4f9d\u5b58\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u56e0\u679c\u30e2\u30c7\u30eb\u306f\u5404\u9867\u5ba2\u307e\u305f\u306f\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u304c\u6cbb\u7642\u306b\u3069\u306e\u3088\u3046\u306b\u53cd\u5fdc\u3059\u308b\u304b\u3092\u63a8\u5b9a\u3057\u3001\u9867\u5ba2\u884c\u52d5\u3092\u99c6\u52d5\u3059\u308b\u8981\u56e0\u306e\u3088\u308a\u8a73\u7d30\u306a\u8996\u70b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p><p>\u56e0\u679c\u63a8\u8ad6\u304cA\/B\u30c6\u30b9\u30c8\u3092\u6539\u5584\u3059\u308b\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\uff1a<\/p><ol><li><p><strong>\u30a4\u30f3\u30d1\u30af\u30c8\u306b\u3088\u308b\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3:<\/strong> \u3059\u3079\u3066\u306e\u9867\u5ba2\u306e\u9055\u3044\u3092\u30ce\u30a4\u30ba\u3068\u3057\u3066\u6271\u3046\u306e\u3067\u306f\u306a\u304f\u3001\u56e0\u679c\u63a8\u8ad6\u306f\u9867\u5ba2\u3092\u51e6\u7f6e\u306b\u5bfe\u3059\u308b\u53cd\u5fdc\u306b\u57fa\u3065\u3044\u3066\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5e73\u5747\u5316\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u9867\u5ba2\u306e\u5909\u52d5\u304b\u3089\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u3088\u308a\u6b63\u78ba\u306a\u63a8\u5b9a\u3068\u77ed\u7e2e\u3055\u308c\u305f\u30c6\u30b9\u30c8\u6642\u9593:<\/strong> \u9867\u5ba2\u306e\u7279\u5fb4\u3092\u56e0\u679c\u30e2\u30c7\u30eb\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u51e6\u7f6e\u52b9\u679c\u306e\u3088\u308a\u660e\u78ba\u3067\u30ce\u30a4\u30ba\u306e\u5c11\u306a\u3044\u63a8\u5b9a\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a <strong>\u3088\u308a\u5c0f\u3055\u306a\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba<\/strong> \u304a\u3088\u3073\u77ed\u7e2e\u3055\u308c\u305f\u30c6\u30b9\u30c8\u671f\u9593\u304c\u5b9f\u73fe\u3057\u3001\u6642\u9593\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u7bc0\u7d04\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5b66\u7fd2\u3068\u9069\u5fdc:<\/strong> \u56e0\u679c\u63a8\u8ad6\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u30c6\u30b9\u30c8\u304c\u9032\u3080\u306b\u3064\u308c\u3066\u504f\u3063\u305f\u30c7\u30fc\u30bf\u304b\u3089\u7d99\u7d9a\u7684\u306b\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7d50\u679c\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306bA\/B\u30c6\u30b9\u30c8\u3092\u505c\u6b62\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u4f01\u696d\u306f\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u306a\u304c\u3089\u30e2\u30c7\u30eb\u306e\u4e88\u6e2c\u306b\u57fa\u3065\u3044\u3066\u51e6\u7f6e\u3092\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u3001\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3939bab e-flex e-con-boxed e-con e-parent\" data-id=\"3939bab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0560f26 e-con-full e-flex e-con e-child\" data-id=\"0560f26\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a58b65 elementor-widget elementor-widget-image\" data-id=\"7a58b65\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"580\" height=\"264\" data-src=\"https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/AB-Testing.png\" class=\"attachment-large size-large wp-image-8569 lazyload\" alt=\"AB\u30c6\u30b9\u30c8\" data-srcset=\"https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/AB-Testing.png 770w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/AB-Testing-300x136.png 300w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/AB-Testing-768x349.png 768w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/AB-Testing-18x8.png 18w\" data-sizes=\"(max-width: 580px) 100vw, 580px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 580px; --smush-placeholder-aspect-ratio: 580\/264;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-64c4aeb e-con-full e-flex e-con e-child\" data-id=\"64c4aeb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e5d2f3 elementor-widget elementor-widget-image\" data-id=\"5e5d2f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"580\" height=\"264\" data-src=\"https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Casual-Inference.png\" class=\"attachment-large size-large wp-image-8568 lazyload\" alt=\"\u56e0\u679c\u63a8\u8ad6\" data-srcset=\"https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Casual-Inference.png 770w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Casual-Inference-300x136.png 300w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Casual-Inference-768x349.png 768w, https:\/\/nextbrain.ai\/wp-content\/uploads\/2024\/08\/Casual-Inference-18x8.png 18w\" data-sizes=\"(max-width: 580px) 100vw, 580px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 580px; --smush-placeholder-aspect-ratio: 580\/264;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0e8a844 e-flex e-con-boxed e-con e-parent\" data-id=\"0e8a844\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee04d02 elementor-widget elementor-widget-text-editor\" data-id=\"ee04d02\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>\u56e0\u679c\u63a8\u8ad6\u306e\u5b9f\u7528\u7684\u306a\u5fdc\u7528<\/h3><p>\u56e0\u679c\u63a8\u8ad6\u306f\u3059\u3067\u306b\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u306e\u6700\u9069\u5316\u3001\u88fd\u54c1\u6a5f\u80fd\u306e\u6539\u5584\u3001\u9867\u5ba2\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306e\u5411\u4e0a\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u4f01\u696d\u306f\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u3092\u6b21\u306e\u3088\u3046\u306b\u9069\u7528\u3067\u304d\u307e\u3059:<\/p><ul><li><p><strong>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30ad\u30e3\u30f3\u30da\u30fc\u30f3:<\/strong> \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30e1\u30fc\u30eb\u3084\u5272\u5f15\u30aa\u30d5\u30a1\u30fc\u306b\u6700\u3082\u53cd\u5fdc\u3059\u308b\u9867\u5ba2\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3057\u3001ROI\u3092\u6539\u5584\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u5546\u54c1\u63a8\u5968:<\/strong> \u5c0f\u58f2\u696d\u8005\u3084eCommerce\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u56e0\u679c\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u500b\u3005\u306e\u9867\u5ba2\u306e\u884c\u52d5\u306b\u57fa\u3065\u3044\u305f\u5546\u54c1\u63a8\u5968\u3092\u8abf\u6574\u3057\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u9867\u5ba2\u7dad\u6301\u6226\u7565:<\/strong> \u7279\u5b9a\u306e\u30c1\u30a7\u30c3\u30af\uff08\u4f8b\uff1aAML\u30ea\u30b9\u30af\uff09\u306e\u305f\u3081\u306b\u9867\u5ba2\u3092\u4e00\u6642\u505c\u6b62\u3059\u308b\u306a\u3069\u306e\u884c\u52d5\u304c\u9577\u671f\u7684\u306a\u7dad\u6301\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3059\u308b\u304b\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u9867\u5ba2\u7ba1\u7406\u306b\u95a2\u3057\u3066\u3088\u308a\u8ce2\u3044\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d0d3010 e-flex e-con-boxed e-con e-parent\" data-id=\"d0d3010\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-11ec01d elementor-widget elementor-widget-text-editor\" data-id=\"11ec01d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>\u56e0\u679c\u63a8\u8ad6\u3092\u6c17\u306b\u3059\u3079\u304d\u7406\u7531<\/h3><p>\u88fd\u54c1\u3092\u6539\u5584\u3057\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u3092\u6700\u9069\u5316\u3057\u3001\u9867\u5ba2\u306e\u884c\u52d5\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3057\u3088\u3046\u3068\u3059\u308b\u3059\u3079\u3066\u306e\u7d44\u7e54\u306f\u3001\u56e0\u679c\u63a8\u8ad6\u304b\u3089\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u306a\u305c\u3053\u308c\u304c\u91cd\u8981\u306a\u306e\u304b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046:<\/p><ul><li><p><strong>\u3088\u308a\u52b9\u679c\u7684\u306a\u30c6\u30b9\u30c8:<\/strong> \u56e0\u679c\u30e2\u30c7\u30eb\u306f\u3001\u660e\u78ba\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u3001\u6642\u9593\u3084\u30ea\u30bd\u30fc\u30b9\u3092\u7121\u99c4\u306b\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u3069\u306e\u9867\u5ba2\u306b\u5bfe\u3057\u3066\u4f55\u304c\u52b9\u679c\u7684\u3067\u3042\u308b\u304b\u3092\u7279\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u6700\u9069\u5316\u3055\u308c\u305f\u9867\u5ba2\u4f53\u9a13\uff1a<\/strong> \u7570\u306a\u308b\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u5bfe\u3059\u308b\u884c\u52d5\u306e\u5f71\u97ff\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3068\u30ed\u30a4\u30e4\u30eb\u30c6\u30a3\u3092\u4fc3\u9032\u3059\u308b\u3088\u308a\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u4f53\u9a13\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u77ed\u3044\u30c6\u30b9\u30c8\u30b5\u30a4\u30af\u30eb\uff1a<\/strong> 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data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42b8ab3 elementor-widget elementor-widget-text-editor\" data-id=\"42b8ab3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div 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