{"id":4860,"date":"2020-04-29T21:34:49","date_gmt":"2020-04-29T12:34:49","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&#038;p=4860"},"modified":"2024-05-07T21:56:45","modified_gmt":"2024-05-07T12:56:45","slug":"24-best-ecommerce-retail-datasets-for-machine-learning","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/24-best-ecommerce-retail-datasets-for-machine-learning\/","title":{"rendered":"EC\u696d\u754c\u5411\u3051: AI\u6d3b\u7528\u4e8b\u4f8b\u3068\u3001EC\u95a2\u9023\u306e\u516c\u958b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u309221\u4ef6\u7d39\u4ecb"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1372.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u30aa\u30f3\u30e9\u30a4\u30f3\u4e8b\u696d\u306f\u3053\u308c\u307e\u3067\u3082\u5e38\u306b\u65b0\u3057\u3044\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u8fc5\u901f\u306b\u53d6\u308a\u5165\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u6700\u65b0\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u5229\u7528\u3057\u3066\u9867\u5ba2\u4f53\u9a13\u3092\u5411\u4e0a\u3057\u3001\u65b0\u5e02\u5834\u3092\u958b\u62d3\u3057\u3001\u8ca9\u58f2\u3092\u727d\u5f15\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066EC\u696d\u754c\u306f\u6210\u9577\u3057\u3066\u304d\u305f\u306e\u3067\u3059\u3002\u73fe\u5728\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u753b\u50cf\u691c\u7d22\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u6a5f\u80fd\u306a\u3069AI\u6280\u8853\u306e\u7d99\u7d9a\u7684\u306a\u9032\u6b69\u306b\u3088\u3063\u3066EC\u696d\u754c\u306f\u518d\u3073\u5909\u8c8c\u3092\u9042\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001AI\u99c6\u52d5\u306e\u6280\u8853\u306f\u3069\u308c\u304f\u3089\u3044\u52b9\u679c\u7684\u3067\u3001\u5f79\u306b\u7acb\u3064\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u3069\u3053\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u3002\u305d\u3057\u3066\u3001\u304a\u5ba2\u69d8\u81ea\u8eab\u306eEC\u30b5\u30a4\u30c8\u306b\u6700\u3082\u9069\u3057\u305f\u3082\u306e\u306f\u3069\u308c\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:20px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:var(--awb-color4);border-color:var(--awb-color4);border-top-width:1px;\"><\/div><\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">EC\u30b5\u30a4\u30c8\u306b\u304a\u3051\u308bAI\u306e\u5c0e\u5165\u4e8b\u4f8b\u3068\u30e1\u30ea\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-margin-top:20px;\"><p>EC\u30b5\u30a4\u30c8\u3067\u6700\u3082\u4eba\u6c17\u306e\u3042\u308bAI\u306e\u6d3b\u7528\u4e8b\u4f8b\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001AI\u306f\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3001\u305d\u3057\u3066\u5b9f\u7528\u5316\u306e\u305f\u3081\u306e\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u304a\u5ba2\u69d8\u72ec\u81ea\u306eAI\u6226\u7565\u306e\u69cb\u60f3\u304a\u3088\u3073\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u306e\u304a\u5f79\u306b\u7acb\u3066\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30ec\u30b3\u30e1\u30f3\u30c9\u6a5f\u80fd<\/h4><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:20px;\"><p>\u30ec\u30b3\u30e1\u30f3\u30c9\u6a5f\u80fd\u306f\u3001\u9867\u5ba2\u304c\u6b32\u3057\u3044\u3082\u306e\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u3060\u3051\u3067\u306a\u304f\u3001\u6b32\u3057\u3044\u3053\u3068\u306b\u6c17\u3065\u304b\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u767a\u898b\u3059\u308b\u4e0a\u3067\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002\u30ec\u30b3\u30e1\u30f3\u30c9\u6a5f\u80fd\u306f\u3001\u9867\u5ba2\u306e\u691c\u7d22\u30af\u30a8\u30ea\u3092\u5206\u6790\u3057\u3066\u3001\u985e\u4f3c\u6027\u306e\u9ad8\u3044\u5546\u54c1\u3092\u63a8\u85a6\u3057\u305f\u308a\u3001\u3088\u304f\u4e00\u7dd2\u306b\u8cfc\u5165\u3055\u308c\u3066\u3044\u308b\u5546\u54c1\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u95a2\u3059\u308b\u6700\u3082\u826f\u3044\u4f8b\u306fAmazon\u3067\u3057\u3087\u3046\u3002\u6b32\u3057\u3044\u3082\u306e\u304c\u898b\u3064\u304b\u3089\u306a\u304f\u3066\u3082\u3001\u5e38\u306b\u3001\u6b21\u306b\u6700\u9069\u306a\u5546\u54c1\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>EC\u30b5\u30a4\u30c8\u306b\u30ec\u30b3\u30e1\u30f3\u30c9\u6a5f\u80fd\u3092\u5c0e\u5165\u3059\u308b\u65b9\u6cd5\u306e\u4e00\u3064\u306b\u3001AI\u306b\u3088\u308b<a href=\"https:\/\/transynk.co.jp\/blog\/product-categorization\/\">\u5546\u54c1\u5206\u985e<\/a>\u304c\u3042\u308a\u307e\u3059\u3002\u5546\u54c1\u5206\u985e\u306f\u5e83\u7bc4\u306a\u30ab\u30c6\u30b4\u30ea\u30fc\uff08\u672c\u3001\u5bb6\u5177\u3001\u96fb\u5b50\u6a5f\u5668\uff09\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u7d30\u90e8\uff08\u672c\u306e\u30b8\u30e3\u30f3\u30eb\u3001\u5bb6\u5177\u306e\u7a2e\u985e\u3001\u96fb\u5b50\u6a5f\u5668\u306e\u30d6\u30e9\u30f3\u30c9\u540d\u306a\u3069\uff09\u306b\u53ca\u3073\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u7d30\u304b\u3044\u5546\u54c1\u5206\u985e\u306b\u3088\u3063\u3066\u3001\u9867\u5ba2\u304c\u4e00\u3064\u8cea\u554f\u3092\u3057\u305f\u3060\u3051\u3067\u69d8\u3005\u306a\u95a2\u9023\u5546\u54c1\u3092\u63d0\u793a\u3067\u304d\u308b\u306e\u3067\u3001\u5168\u4f53\u7684\u306a\u9867\u5ba2\u4f53\u9a13\u304c\u5411\u4e0a\u3057\u3001\u9867\u5ba2\u306e\u8cfc\u8cb7\u610f\u6b32\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n<p>\u6210\u9577\u4f01\u696d\u306b\u3068\u3063\u3066\u624b\u52d5\u306b\u3088\u308b\u5546\u54c1\u5206\u985e\u306f\u975e\u5e38\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u5e38\u306b\u63d0\u4f9b\u5546\u54c1\u3092\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3057\u3066\u3044\u308bEC\u30b5\u30a4\u30c8\u306e\u5834\u5408\u306f\u7279\u306b\u305d\u3046\u3067\u3059\u3002AI\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u5206\u985e\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002AI\u30b7\u30b9\u30c6\u30e0\u304c\u5305\u62ec\u7684\u306a\u5206\u6790\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3057\u3066\u5546\u54c1\u306e\u5206\u985e\u65b9\u6cd5\u3092\u5b66\u3073\u3001\u65b0\u305f\u306a\u691c\u7d22\u30af\u30a8\u30ea\u306b\u5bfe\u3059\u308b\u95a2\u9023\u5546\u54c1\u3092\u898b\u3064\u3051\u51fa\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30c7\u30fc\u30bf\u5206\u6790<\/h4><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-margin-top:20px;\"><p>\u73fe\u4ee3\u306e\u30d3\u30b8\u30cd\u30b9\u3067\u306f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u304c\u3001\u3053\u306e\u30c7\u30fc\u30bf\u306f\u975e\u5e38\u306b\u8cb4\u91cd\u3067\u3059\u3002\u52b9\u679c\u7684\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3048\u3070\u3001\u81ea\u793e\u3084\u81ea\u793e\u304c\u63d0\u4f9b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u30e6\u30fc\u30b6\u30fc\u304c\u3069\u306e\u3088\u3046\u306b\u611f\u3058\u3001\u4ed6\u306e\u4eba\u306b\u3069\u306e\u3088\u3046\u306b\u4f1d\u3048\u3066\u3044\u308b\u304b\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c8\u30ec\u30f3\u30c9\u3092\u767a\u898b\u3057\u3001\u6d1e\u5bdf\u3092\u5f97\u308b\u305f\u3081\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002\u81ea\u793e\u306e\u5546\u54c1\u306b\u3064\u3044\u3066\u8ab0\u304c\u3001\u3069\u3053\u3067\u3001\u3069\u306e\u3088\u3046\u306b\u8a71\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u660e\u3089\u304b\u306b\u306a\u308b\u3053\u3068\u304c\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002\u30d6\u30e9\u30f3\u30c9\u306e\u30b9\u30c8\u30fc\u30ea\u30fc\u3068\u3057\u3066\u4f55\u3092\u8a9e\u308b\u3079\u304d\u304b\u3084\u3001\u3069\u3053\u306b\u7126\u70b9\u3092\u7f6e\u3044\u3066\u52aa\u529b\u3059\u3079\u304d\u304b\u306b\u3064\u3044\u3066\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u3059\u308b\u4e0a\u3067\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u5206\u6790\u306e\u305f\u3081\u306b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u6574\u7406\u3059\u308b\u305f\u3081\u306b\u306f\u6642\u9593\u3068\u4eba\u624b\u304c\u5fc5\u8981\u3067\u3059\u3002\u5c0f\u898f\u6a21\u306a\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306a\u3069\u306f\u3001\u4e8b\u696d\u304c\u62e1\u5927\u3057\u3001\u624b\u52d5\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046\u5c02\u9580\u306e\u30c1\u30fc\u30e0\u304c\u5fc5\u8981\u306b\u306a\u308b\u306b\u3064\u308c\u3001\u3059\u3050\u306b\u81ea\u5206\u305f\u3061\u3067\u306f\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u3053\u3068\u306b\u6c17\u3065\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u308c\u3067\u306f\u3001\u3053\u3053\u3067AI\u306f\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3064\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>AI\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5206\u6790\u6226\u7565\u306f\u307e\u305a\u3001\u793e\u5185\u3042\u308b\u3044\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u4e0a\u3067\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\u305d\u308c\u304b\u3089\u3001\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3044\u3001\u7279\u5b9a\u306e\u76ee\u7684\u306e\u305f\u3081\u306b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4ed8\u4e0e\u3057\u3066\u3001\u5206\u6790\u3092\u81ea\u52d5\u5316\u3059\u308b\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<a href=\"https:\/\/transynk.co.jp\/blog\/sentiment-analysis-101\/\">\u611f\u60c5\u5206\u6790<\/a>\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u62bd\u51fa\u3001<a href=\"https:\/\/transynk.co.jp\/blog\/15-free-datasets-and-corpora-for-named-entity-recognition-ner\">\u56fa\u6709\u8868\u73fe\u62bd\u51fa<\/a>\u306a\u3069\u3092\u81ea\u52d5\u7684\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5b9f\u884c\u3067\u304d\u308b\u306e\u3067\u3001\u30c7\u30fc\u30bf\u306e\u610f\u5473\u3092\u7406\u89e3\u3059\u308b\u3060\u3051\u3067\u624b\u4e00\u676f\u3060\u3063\u305f\u30c1\u30fc\u30e0\u304c\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u610f\u601d\u6c7a\u5b9a\u306b\u96c6\u4e2d\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/h4><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-margin-top:20px;\"><p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304cEC\u30b5\u30a4\u30c8\u306e\u4f53\u9a13\u306b\u9769\u547d\u3092\u8d77\u3053\u3059\u3068\u8a00\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304b\u3089\u4e45\u3057\u3044\u3067\u3059\u304c\u3001\u305d\u306e\u9769\u547d\u306f\u307e\u3060\u5b8c\u5168\u306b\u306f\u8d77\u3053\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u30aa\u30f3\u30e9\u30a4\u30f3\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u3067\u306f\u5f93\u6765\u306e\u691c\u7d22\u3068\u95b2\u89a7\u65b9\u6cd5\u304c\u4f9d\u7136\u3068\u3057\u3066\u4e00\u822c\u7684\u3067\u3059\u3002\u3068\u306f\u8a00\u3048\u3001<a href=\"https:\/\/transynk.co.jp\/blog\/chatbot-shikumi\/\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/a>\u306fEC\u30b5\u30a4\u30c8\u3067\u5b9f\u7528\u5316\u3055\u308c\u3001\u9867\u5ba2\u306b\u30ea\u30fc\u30c1\u3059\u308b\u305f\u3081\u306e\u6709\u52b9\u306a\u65b9\u6cd5\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070Shopify\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u7528\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u30e1\u30c3\u30bb\u30f3\u30b8\u30e3\u30fc\u3092\u901a\u3057\u3066\u8cfc\u8cb7\u6a5f\u4f1a\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u5c0e\u5165\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u4e0a\u3067\u9375\u3068\u306a\u308b\u306e\u306f\u3001\u9867\u5ba2\u57fa\u76e4\u306e\u3069\u306e\u304f\u3089\u3044\u306e\u5272\u5408\u304c\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3092\u4f7f\u3044\u3001\u8cfc\u5165\u306e\u969b\u3082\u6c17\u8efd\u306b\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3092\u5229\u7528\u3059\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u6295\u8cc7\u3059\u3079\u304d\u304b\u3069\u3046\u304b\u304c\u5224\u65ad\u3067\u304d\u307e\u3059\u3002\u52b9\u679c\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f5c\u308b\u305f\u3081\u306b\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u306a\u306e\u3067\u3001\u6295\u8cc7\u306e\u662f\u975e\u3092\u898b\u6975\u3081\u3066\u304a\u304f\u3053\u3068\u306f\u91cd\u8981\u3067\u3059\u3002\u3068\u308a\u308f\u3051\u3001\u6f5c\u5728\u9867\u5ba2\u3092\u30a4\u30e9\u30a4\u30e9\u3055\u305b\u308b\u3060\u3051\u3067\u7d50\u5c40\u3042\u307e\u308a\u4f7f\u7528\u3055\u308c\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u306f\u3001\u30af\u30a8\u30ea\u3084\u30b3\u30e1\u30f3\u30c8\u3092\u7406\u89e3\u3057\u3066\u56de\u7b54\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u5358\u8a9e\u3001\u6587\u7ae0\u3001\u8cea\u554f\u3001\u7b54\u3048\u304b\u3089\u69cb\u6210\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u306f\u3001\u9867\u5ba2\u3068\u306e\u96fb\u8a71\u3092\u9332\u97f3\u30fb<a href=\"https:\/\/transynk.co.jp\/blog\/transcription\">\u6587\u5b57\u8d77\u3053\u3057<\/a>\u3057\u305f\u3082\u306e\u3084\u9867\u5ba2\u3068\u306eE\u30e1\u30fc\u30eb\u306e\u3084\u308a\u53d6\u308a\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u53ce\u96c6\u3057\u305f\u308a\u3001\u30bc\u30ed\u304b\u3089\u4f5c\u6210\u3057\u305f\u308a\u3057\u307e\u3059\u3002\u9867\u5ba2\u306e\u30af\u30a8\u30ea\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306a\u56de\u7b54\u3001\u60c5\u5831\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u3092\u8fd4\u4fe1\u3059\u308b\u969b\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u80fd\u529b\u306f\u3001\u53ce\u96c6\u3042\u308b\u3044\u306f\u4f5c\u6210\u3057\u305f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u8cea\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u306b\u306f\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3068\u6642\u9593\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u6700\u7d42\u7684\u306b\u306f\u3001\u9867\u5ba2\u304c\u30b9\u30e0\u30fc\u30ba\u304b\u3064\u81ea\u52d5\u5316\u3055\u308c\u305f\u4f53\u9a13\u306b\u3088\u3063\u3066\u5e0c\u671b\u3059\u308b\u5546\u54c1\u3092\u624b\u306b\u5165\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3060\u3051\u3067\u3082\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u691c\u8a0e\u3059\u308b\u4fa1\u5024\u306e\u3042\u308b\u5206\u91ce\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u753b\u50cf\u691c\u7d22\u30a8\u30f3\u30b8\u30f3<\/h4><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-margin-top:20px;\"><p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u540c\u69d8\u30012010\u5e74\u4ee3\u521d\u671f\u306b\u306f\u3001EC\u30b5\u30a4\u30c8\u306b\u304a\u3044\u3066AI\u306b\u3088\u308b\u753b\u50cf\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u4f7f\u7528\u304c\u6025\u901f\u306b\u62e1\u5927\u3059\u308b\u3060\u308d\u3046\u3068\u3044\u3046\u5927\u80c6\u306a\u4e88\u60f3\u304c\u51fa\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u6c17\u306b\u5165\u3063\u305fT\u30b7\u30e3\u30c4\u3092\u76ee\u306b\u3057\u305f\u3089\u3001\u305d\u308c\u3092\u5199\u771f\u306b\u64ae\u308b\u3060\u3051\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u305d\u308c\u3092\u63a2\u3057\u3066\u304f\u308c\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u985e\u4f3c\u54c1\u3082\u63d0\u793a\u3055\u308c\u308b\u3068\u3044\u3046\u306e\u306f\u3001\u7d20\u6674\u3089\u3057\u3044\u30a2\u30a4\u30c7\u30a2\u3067\u3059\u3002\u3067\u3082\u3001\u5b9f\u969b\u3001\u753b\u50cf\u691c\u7d22\u306f\u3069\u3046\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>\u753b\u50cf\u691c\u7d22\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u6210\u529f\u4f8b\u306f<a href=\"https:\/\/transynk.co.jp\/blog\/lens\" target=\"_blank\" rel=\"noopener noreferrer\">Pinterest\u30ec\u30f3\u30ba<\/a>\u3067\u3057\u3087\u3046\u3002\u3053\u306e\u30ec\u30f3\u30ba\u6a5f\u80fd\u306f\u3001\u64ae\u5f71\u3055\u308c\u305f\u5199\u771f\u306b\u57fa\u3065\u3044\u3066\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u6848\u3092\u884c\u3044\u307e\u3059\u3002Pinterest\u306f\u3001\u5bb6\u5ead\u306b\u3042\u308b\u7269\u3084\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u95a2\u9023\u306e\u753b\u50cf\u306e\u4e2d\u304b\u308925\u5104\u500b\u4ee5\u4e0a\u306e\u7269\u4f53\u3092\u8b58\u5225\u3067\u304d\u308b\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30ec\u30f3\u30ba\u306e\u30e6\u30fc\u30b6\u30fc\u306e80%\u304c\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u306e\u969b\u3001\u753b\u50cf\u691c\u7d22\u304b\u3089\u59cb\u3081\u3066\u3044\u308b\u3068\u81ea\u8ca0\u3057\u3066\u3044\u307e\u3059\u3002Pinterest\u306e\u4ed6\u306b\u306f\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u5927\u624b\u306eFacebook\u3001Instagram\u3001Google\u3001Amazon\u306a\u3069\u5168\u3066\u304c\u753b\u50cf\u691c\u7d22\u306e\u5206\u91ce\u306b\u8a66\u9a13\u7684\u306a\u53c2\u5165\u3092\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u304c\u6f6e\u76ee\u3068\u306a\u308b\u304b\u3069\u3046\u304b\u3092\u7d50\u8ad6\u3065\u3051\u308b\u306e\u306f\u6642\u671f\u5c1a\u65e9\u3067\u3059\u304c\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u691c\u7d22\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u306e\u624b\u6bb5\u304c\u5897\u3048\u308b\u65b9\u5411\u306b\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u78ba\u304b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u753b\u50cf\u691c\u7d22\u3092\u5c0e\u5165\u3059\u308b\u305f\u3081\u306b\u306f\u753b\u50cf\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u7269\u4f53\u306e\u540d\u79f0\u3001\u30d6\u30e9\u30f3\u30c9\u540d\u306a\u3069\u306b\u57fa\u3065\u3044\u3066\u753b\u50cf\u5185\u306e\u7269\u4f53\u306b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u65bd\u3059\u4f5c\u696d\u3067\u3059\u3002\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u3084\u5bb6\u5177\u304c\u73fe\u5728\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u691c\u7d22\u3067\u3001\u98df\u54c1\u3084\u30ec\u30b7\u30d4\u306e\u691c\u7d22\u3082\u5897\u3048\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u969b\u306bAI\u304c\u81ea\u52d5\u7684\u306b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4ed8\u3051\u308b\u3088\u3046\u306b\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u5c02\u9580\u3068\u3059\u308b\u4f01\u696d\u306b\u59d4\u8a17\u3059\u308c\u3070\u3001\u5177\u4f53\u7684\u306a\u8981\u4ef6\u306b\u57fa\u3065\u3044\u3066\u753b\u50cf\u306b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u65bd\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u97f3\u58f0\u691c\u7d22<\/h4><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-margin-top:20px;\"><p>\u97f3\u58f0\u691c\u7d22\u306f\u5229\u4fbf\u6027\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u30ad\u30c3\u30c1\u30f3\u3067\u304a\u76bf\u3092\u6d17\u3063\u3066\u3044\u308b\u6642\u3084\u8eca\u3092\u904b\u8ee2\u3057\u3066\u8077\u5834\u3078\u5411\u304b\u3063\u3066\u3044\u308b\u6642\u306a\u3069\u3001\u300c\u30d8\u30c3\u30c9\u30db\u30f3\u3000\u4e00\u4e07\u5186\u4ee5\u5185\u300d\u3068\u5165\u529b\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u3053\u3093\u306a\u6642\u306f\u3001\u591a\u304f\u306e\u4eba\u304c\u300c\u4e00\u4e07\u5186\u4ee5\u5185\u3067\u8cb7\u3048\u308b\u30d8\u30c3\u30c9\u30db\u30f3\u306f\uff1f\u300d\u3068Siri\u304bAlexa\u306b\u5c0b\u306d\u307e\u3059\u3002<\/p>\n<p>\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u6025\u5897\u306b\u3088\u308a\u3001\u3053\u306e\u691c\u7d22\u5206\u91ce\u306f\u7740\u5b9f\u306b\u6210\u9577\u3057\u3066\u3044\u307e\u3059\u3002\u30e2\u30d0\u30a4\u30eb\u691c\u7d22\u306e20%\u304c\u3053\u306e\u65b9\u6cd5\u3067\u884c\u308f\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u5831\u544a\u3082\u3042\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u97f3\u58f0\u691c\u7d22\u5411\u3051\u306b\u6700\u9069\u5316\u3057\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u6f5c\u5728\u9867\u5ba2\u306e20%\u304c\u3001\u597d\u307f\u306e\u30c1\u30e3\u30cd\u30eb\u3067\u8cb4\u793e\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u898b\u3064\u3051\u3089\u308c\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304c\u97f3\u58f0\u691c\u7d22\u3092\u5229\u7528\u3057\u3001\u30e1\u30ea\u30c3\u30c8\u3092\u53d7\u3051\u3089\u308c\u308b\u3088\u3046\u3067\u3042\u308c\u3070\u3001\u97f3\u58f0\u691c\u7d22\u6700\u9069\u5316\u3092\u691c\u8a0e\u3059\u308b\u6642\u671f\u304c\u6765\u305f\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002\u4ee5\u4e0b\u306b\u3001\u97f3\u58f0\u691c\u7d22\u3067\u81ea\u793e\u306e\u5546\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u898b\u3064\u3051\u3066\u3082\u3089\u3044\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u30923\u3064\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u97f3\u58f0\u691c\u7d22\u306f\u901a\u5e38\u3001\u5916\u51fa\u5148\u3067\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u6b69\u3044\u3066\u79fb\u52d5\u3057\u3066\u3044\u308b\u5834\u5408\u3084\u904b\u8ee2\u4e2d\u306a\u3069\u3001\u3044\u305a\u308c\u306e\u5834\u5408\u3067\u3082\u3001\u97f3\u58f0\u691c\u7d22\u306e\u30e6\u30fc\u30b6\u30fc\u306f\u8fc5\u901f\u306a\u56de\u7b54\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002\u30b5\u30a4\u30c8\u30b9\u30d4\u30fc\u30c9\u3092\u6700\u9069\u5316\u3059\u308c\u3070\u3001\u6f5c\u5728\u9867\u5ba2\u304c\u6b32\u3057\u3044\u3082\u306e\u3092\u6b32\u3057\u3044\u6642\u306b\u8cfc\u5165\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li>\u6587\u5b57\u5165\u529b\u306b\u3088\u308b\u691c\u7d22\u306f\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u4e2d\u5fc3\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u97f3\u58f0\u691c\u7d22\u306f\u4f1a\u8a71\u304c\u4e3b\u4f53\u3068\u306a\u308a\u307e\u3059\u3002\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3067\u300c<a href=\"https:\/\/transynk.co.jp\/blog\/three-ways-your-smartphone-is-programmed-to-use-ai-and-machine-learning\/\">iPhone<\/a>\u00a0\u6771\u4eac\u300d\u3068\u306a\u308b\u3068\u3053\u308d\u304c\u3001\u97f3\u58f0\u691c\u7d22\u3067\u306f\u300ciPhone\u306f\u6771\u4eac\u306e\u3069\u3053\u3067\u8cb7\u3048\u308b\uff1f\u300d\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30ed\u30f3\u30b0\u30c6\u30fc\u30eb\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u6ce8\u76ee\u3059\u308c\u3070\u3001\u6f5c\u5728\u7684\u306a\u97f3\u58f0\u691c\u7d22\u9867\u5ba2\u3092\u60f9\u304d\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u4e0a\u8a18\u306e\u30d2\u30f3\u30c8\u304b\u3089\u308f\u304b\u308b\u3088\u3046\u306b\u3001\u97f3\u58f0\u691c\u7d22\u306f\u5165\u529b\u306b\u3088\u308b\u691c\u7d22\u3088\u308a\u3082\u4f1a\u8a71\u8abf\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u8cea\u554f\u5f62\u5f0f\u306e\u691c\u7d22\u306b\u5bfe\u5fdc\u3057\u305f\u56de\u7b54\u3092\u6e96\u5099\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3069\u3053\u3067\u3001\u3044\u3064\u3001\u3069\u3046\u3084\u3063\u3066\u3001\u4f55\u3092\u3001\u8ab0\u304c\u3068\u3044\u3046\u8a00\u8449\u304b\u3089\u59cb\u307e\u308b\u8cea\u554f\u306b\u7b54\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u3053\u306e\u3088\u3046\u306b\u3059\u308b\u3068\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u30d5\u30a1\u30cd\u30eb\u306e\u5168\u3066\u306e\u30ec\u30d9\u30eb\u306e\u9867\u5ba2\u306b\u5bfe\u3057\u3066\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u65b0\u3057\u3044\u691c\u7d22\u30b9\u30bf\u30a4\u30eb\u306b\u5fdc\u3058\u305f\u6226\u7565\u3092\u6e96\u5099\u3059\u308b\u306e\u306f\u5927\u5909\u3067\u3059\u3057\u3001\u6642\u9593\u3082\u304b\u304b\u308a\u307e\u3059\u3002\u73fe\u5728\u3001\u3069\u306e\u3088\u3046\u306a\u691c\u7d22\u6226\u7565\u3092\u63a1\u7528\u3059\u308c\u3070\u3088\u3044\u306e\u304b\u308f\u304b\u3089\u306a\u3044\u5834\u5408\u306f\u3001\u691c\u7d22\u8a55\u4fa1\u3092\u5c02\u9580\u3068\u3059\u308b\u4f01\u696d\u306b\u76f8\u8ac7\u3059\u308b\u306e\u3082\u4e00\u6848\u3067\u3059\u3002\u691c\u7d22\u30af\u30a8\u30ea\u3084\u691c\u7d22\u7d50\u679c\u3001\u95a2\u9023\u7d50\u679c\u3001\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u3001\u5e83\u544a\u306e\u898b\u76f4\u3057\u3084\u6539\u5584\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>EC\u30b5\u30a4\u30c8\u3067AI\u3092\u3046\u307e\u304f\u6d3b\u7528\u3059\u308c\u3070\u3001\u9867\u5ba2\u4f53\u9a13\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002\u30d7\u30ed\u30bb\u30b9\u304c\u3088\u308a\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u3001\u5229\u4fbf\u6027\u304c\u5411\u4e0a\u3059\u308b\u306e\u3067\u3001\u9867\u5ba2\u306e\u8cfc\u8cb7\u610f\u6b32\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002\u3068\u306f\u8a00\u3048\u3001\u30b5\u30a4\u30c8\u306bAI\u3092\u5c0e\u5165\u3059\u308b\u306e\u306f\u8907\u96d1\u306a\u8a66\u307f\u3067\u3042\u308a\u3001\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3084\u5b66\u7fd2\u3001\u6e96\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5c0e\u5165\u3092\u6c7a\u5b9a\u3059\u308b\u524d\u306b\u5c0e\u5165\u306b\u5fc5\u8981\u306a\u4e8b\u67c4\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u4f7f\u3048\u308bEC\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-margin-top:20px;\"><p>EC\u4f01\u696d\u306f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u624b\u306b\u5165\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002AI\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u554f\u984c\u3068\u306a\u308b\u306e\u306f\u30c7\u30fc\u30bf\u304c\u5165\u624b\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u4e00\u822c\u306bEC\u30b5\u30a4\u30c8\u306e\u30c7\u30fc\u30bf\u306b\u306f\u6a5f\u5bc6\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001<a href=\"https:\/\/transynk.co.jp\/blog\/18-websites-to-download-free-datasets-for-machine-learning-projects\/\">\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/a>\u3092\u307f\u3064\u3051\u308b\u306e\u306f\u56f0\u96e3\u3067\u3059\u3002<\/p>\n<p>\u5f0a\u793e\u3067\u306fWeb\u4e0a\u3092\u8abf\u3079\u3066AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u4f7f\u3048\u308bEC\u696d\u754c\u306e\u516c\u958b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u53ce\u96c6\u3057\u307e\u3057\u305f\u3002\u3069\u3046\u305e\u3054\u6d3b\u7528\u304f\u3060\u3055\u3044\uff01<\/p>\n<\/div><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">EC\u88fd\u54c1\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h4><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-margin-top:20px;\"><ul>\n<li><a href=\"https:\/\/github.com\/zalandoresearch\/fashion-mnist\" target=\"_blank\" rel=\"noopener noreferrer\">Fashion-MNIST<\/a>: 10\u7a2e\u985e\u306e\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u88fd\u54c1\u306e\u5b66\u7fd2\u753b\u50cf60,000\u4ef6\u3068\u8a66\u9a13\u753b\u50cf10,000\u4ef6\u3067\u69cb\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/PromptCloudHQ\/innerwear-data-from-victorias-secret-and-others\" target=\"_blank\" rel=\"noopener noreferrer\">\u30f4\u30a3\u30af\u30c8\u30ea\u30a2\u30ba\u30fb\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u305d\u306e\u4ed6\u306e\u30a4\u30f3\u30ca\u30fc\u30a6\u30a7\u30a2\u30c7\u30fc\u30bf<\/a>: \u4eba\u6c17\u306e\u5c0f\u58f2\u30b5\u30a4\u30c8\u304b\u3089\u62bd\u51fa\u3057\u305f60\u4e07\u70b9\u4ee5\u4e0a\u306e\u30a4\u30f3\u30ca\u30fc\u30a6\u30a7\u30a2\u88fd\u54c1\u306e\u30c7\u30fc\u30bf\u3002\u88fd\u54c1\u8aac\u660e\u3001\u4fa1\u683c\u3001\u30ab\u30c6\u30b4\u30ea\u30fc\u3001\u8a55\u4fa1\u305d\u306e\u4ed6\u3092\u542b\u3080\u3002<\/li>\n<li><a href=\"https:\/\/data.world\/datafiniti\/electronic-products-and-pricing-data\" target=\"_blank\" rel=\"noopener noreferrer\">\u96fb\u6c17\u88fd\u54c1\u3068\u4fa1\u683c\u306e\u30c7\u30fc\u30bf<\/a>: 7,000\u70b9\u4ee5\u4e0a\u306e\u96fb\u6c17\u88fd\u54c1\u306810\u5206\u91ce\u306e\u4fa1\u683c\u60c5\u5831\u306e\u30ea\u30b9\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/data.world\/datafiniti\/mens-shoe-prices\" target=\"_blank\" rel=\"noopener noreferrer\">\u30e1\u30f3\u30ba\u30b7\u30e5\u30fc\u30ba\u306e\u4fa1\u683c<\/a>: 1\u4e07\u70b9\u306e\u30e1\u30f3\u30ba\u30b7\u30e5\u30fc\u30ba\u3068\u305d\u306e\u8ca9\u58f2\u4fa1\u683c\u306e\u30ea\u30b9\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/data.world\/datafiniti\/womens-shoe-prices\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ec\u30c7\u30a3\u30fc\u30b9\u30b7\u30e5\u30fc\u30ba\u306e\u4fa1\u683c<\/a>: 1\u4e07\u70b9\u306e\u30ec\u30c7\u30a3\u30fc\u30b9\u30b7\u30e5\u30fc\u30ba\u3068\u305d\u306e\u8ca9\u58f2\u4fa1\u683c\u306e\u30ea\u30b9\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/cclark\/product-item-data\/home\" target=\"_blank\" rel=\"noopener noreferrer\">EC\u54c1\u76ee\u30c7\u30fc\u30bf<\/a>: \u30a2\u30a6\u30c8\u30c9\u30a2\u30a2\u30d1\u30ec\u30eb\u30d6\u30e9\u30f3\u30c9\u306e\u88fd\u54c1\u30ab\u30bf\u30ed\u30b0\u3088\u308a\u3001500SKU\u3068\u305d\u306e\u8aac\u660e\u3002<\/li>\n<li><a href=\"https:\/\/data.world\/promptcloud\/fashion-products-on-amazon-com\" target=\"_blank\" rel=\"noopener noreferrer\">Amazon.com\u306e\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u88fd\u54c1<\/a>: Amazon\u306e\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u88fd\u54c122,000\u70b9\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">EC\u5546\u58f2\u53d6\u5f15\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h4><\/div><div class=\"fusion-text fusion-text-10\" style=\"--awb-margin-top:20px;\"><ul>\n<li><a href=\"https:\/\/www.kaggle.com\/carrie1\/ecommerce-data\/home\" target=\"_blank\" rel=\"noopener noreferrer\">\u30aa\u30f3\u30e9\u30a4\u30f3\u5c0f\u58f2\u696d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u82f1\u56fd\u3092\u62e0\u70b9\u3068\u3059\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u5c0f\u58f2\u696d\u8005\u306e8\u30ab\u6708\u9593 (2010\u5e7412\u67081\u65e5\uff5e2011\u5e7412\u67089\u65e5) \u306e\u5168\u53d6\u5f15\u3092\u542b\u3080\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/olistbr\/brazilian-ecommerce\/home\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d6\u30e9\u30b8\u30eb\u306eEC\u516c\u958b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: 2016\u5e74\u304b\u30892018\u5e74\u306b<a href=\"https:\/\/web.archive.org\/web\/20210414000307\/http:\/\/www.olist.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Olist<\/a>\u4e0a\u306e\u8907\u6570\u306e\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u3067\u306a\u3055\u308c\u305f\u6ce8\u6587(10\u4e07\u4ef6)\u3092\u533f\u540d\u5316\u3057\u305f\u30d6\u30e9\u30b8\u30eb\u306e\u516c\u958b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/onlineauctions\/online-auctions-dataset\/home\" target=\"_blank\" rel=\"noopener noreferrer\">\u30aa\u30f3\u30e9\u30a4\u30f3\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u30ab\u30eb\u30c6\u30a3\u30a8\u306e\u8155\u6642\u8a08\u3001Xbox\u30b2\u30fc\u30e0\u6a5f\u3001Palm Pilot M515 PDA\u3001\u30b9\u30ef\u30ed\u30d5\u30b9\u30ad\u30fc\u30d3\u30fc\u30ba\u306b\u95a2\u3059\u308beBay\u30aa\u30fc\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/retailrocket\/ecommerce-dataset\/home\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ec\u30b3\u30e1\u30f3\u30c0\u30fc\u30b7\u30b9\u30c6\u30e0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u30af\u30ea\u30c3\u30af\u3084\u30ab\u30fc\u30c8\u306b\u5165\u308c\u308b\u7b49\u306e\u30d3\u30b8\u30bf\u30fc\u52d5\u4f5c\u3084\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u7b49\u3001\u5b9f\u5728\u306eEC\u30b5\u30a4\u30c8\u304b\u3089\u53ce\u96c6\u3057\u305f\u60c5\u5831\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-10 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">EC\u30b5\u30a4\u30c8\u53e3\u30b3\u30df\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h4><\/div><div class=\"fusion-text fusion-text-11\" style=\"--awb-margin-top:20px;\"><ul>\n<li><a href=\"https:\/\/www.kaggle.com\/nicapotato\/womens-ecommerce-clothing-reviews\/home\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ec\u30c7\u30a3\u30fc\u30b9\u8863\u985e\u306eEC\u30ec\u30d3\u30e5\u30fc<\/a>: 23,000\u4ef6\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30ec\u30d3\u30e5\u30fc\u3068\u8a55\u4fa1\u3002\u5b9f\u969b\u306e\u5546\u7528\u30c7\u30fc\u30bf\u3067\u3042\u308b\u305f\u3081\u533f\u540d\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u30ec\u30d3\u30e5\u30fc\u6587\u4e2d\u306e\u4f1a\u793e\u540d\u306f\u300c\u5c0f\u58f2\u696d\u8005\u300d\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u3066\u3044\u308b\u3002<\/li>\n<li><a href=\"https:\/\/archive.ics.uci.edu\/ml\/datasets\/Amazon+Commerce+reviews+set\" target=\"_blank\" rel=\"noopener noreferrer\">Amazon\u30b3\u30de\u30fc\u30b9\u30ec\u30d3\u30e5\u30fc\u96c6<\/a>: \u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u306e\u65b0\u305f\u306a\u7814\u7a76\u5206\u91ce\u3067\u3042\u308b\u30aa\u30f3\u30e9\u30a4\u30f3Writeprint\u3067\u306e\u8457\u8005\u8b58\u5225\u306b\u4f7f\u308f\u308c\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"http:\/\/www.cs.jhu.edu\/~mdredze\/datasets\/sentiment\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30de\u30eb\u30c1\u30c9\u30e1\u30a4\u30f3\u611f\u60c5\u5206\u6790\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u88fd\u54c1\u306e\u7a2e\u985e\u3068\u8a55\u4fa1\u6bce\u306e\u30ec\u30d3\u30e5\u30fc\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/data.world\/datafiniti\/amazon-and-best-buy-electronics\" target=\"_blank\" rel=\"noopener noreferrer\">Amazon\u3068Best Buy\u306e\u96fb\u5b50\u6a5f\u5668<\/a>: 7,000\u4ef6\u3092\u8d85\u3048\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u30ec\u30d3\u30e5\u30fc\u3092\u53ce\u96c6\u3002<\/li>\n<li><a href=\"https:\/\/data.world\/datafiniti\/grammar-and-online-product-reviews\" target=\"_blank\" rel=\"noopener noreferrer\">\u30b0\u30e9\u30de\u30fc\u3068\u30aa\u30f3\u30e9\u30a4\u30f3\u88fd\u54c1\u306e\u30ec\u30d3\u30e5\u30fc<\/a>: 1,000\u7a2e\u985e\u306e\u88fd\u54c1\u306e71,045\u4ef6\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30ec\u30d3\u30e5\u30fc\u96c6\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-11 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">EC\u696d\u754c\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h4><\/div><div class=\"fusion-text fusion-text-12\" style=\"--awb-margin-top:20px;\"><ul>\n<li><a href=\"https:\/\/catalog.data.gov\/dataset\/annual-retail-trade-survey\" target=\"_blank\" rel=\"noopener noreferrer\">\u5e74\u9593\u5c0f\u58f2\u696d\u8abf\u67fb (ARTS)<\/a>: \u7c73\u56fd\u306e\u5e74\u9593\u7dcf\u58f2\u4e0a\u3001EC\u58f2\u4e0a\u3001\u5e74\u672b\u5728\u5eab\u3001\u5728\u5eab\u5bfe\u58f2\u4e0a\u7387\u3001\u4ed5\u5165\u3001\u7dcf\u4e8b\u696d\u8cbb\u3001\u7c73\u56fd\u5916\u306e\u5728\u5eab\u306e\u898b\u7a4d\u308a\u3002<\/li>\n<li><a href=\"https:\/\/catalog.data.gov\/dataset\/economic-census\" target=\"_blank\" rel=\"noopener noreferrer\">\u7d4c\u6e08\u30bb\u30f3\u30b5\u30b9<\/a>: \u5168\u56fd\u30ec\u30d9\u30eb\u304b\u3089\u5730\u65b9\u30ec\u30d9\u30eb\u307e\u3067\u3001\u4e94\u5e74\u3054\u3068\u306b\u7523\u696d\u3084\u56e3\u4f53\u306e\u4e8b\u696d\u6d3b\u52d5\u306e\u8a73\u7d30\u306a\u30dd\u30fc\u30c8\u30ec\u30fc\u30c8\u3092\u63d0\u4f9b\u3002<\/li>\n<li><a href=\"https:\/\/catalog.data.gov\/dataset\/e-stats\" target=\"_blank\" rel=\"noopener noreferrer\">E-Stats<\/a>: \u30e1\u30fc\u30ab\u30fc\u5411\u3051\u51fa\u8377\u3001\u5378\u58f2\u30fb\u5c0f\u58f2\u58f2\u8cb7\u3001\u30b5\u30fc\u30d3\u30b9\u7523\u696d\u306e\u53ce\u76ca\u7b49\u3001\u3055\u307e\u3056\u307e\u306a\u7d4c\u6e08\u6d3b\u52d5\u306e\u7d4c\u6e08\u6d3b\u52d5\u3092\u8a55\u4fa1\u57fa\u6e96\u3068\u3057\u305f\u8abf\u67fb\u3002<\/li>\n<li><a href=\"https:\/\/data.world\/garyhoov\/ecommerce-sales-by-merchandise-category-1999-2015\" target=\"_blank\" rel=\"noopener noreferrer\">1999\u5e74\uff5e2015\u5e74\u306e\u5546\u54c1\u30ab\u30c6\u30b4\u30ea\u30fc\u3054\u3068\u306eEC\u58f2\u4e0a<\/a>: 1999\u5e74\u304b\u30892015\u5e74\u307e\u3067\u306e\u5546\u54c1\u3054\u3068\u306eEC\u58f2\u4e0a\u3068\u8907\u5408\u5e74\u9593\u6210\u9577\u7387\u3092\u793a\u3059\u30bb\u30f3\u30b5\u30b9\u30c7\u30fc\u30bf\u3002<\/li>\n<li><a href=\"https:\/\/data.world\/crowdflower\/ecommerce-search-relevance\" target=\"_blank\" rel=\"noopener noreferrer\">EC\u691c\u7d22\u95a2\u9023\u6027<\/a>: \u4e94\u3064\u306e\u4e3b\u8981\u306a\u82f1\u8a9eEC\u30b5\u30a4\u30c8\u304b\u3089\u306e\u753b\u50cfURL\u3001\u30da\u30fc\u30b8\u306e\u9806\u4f4d\u3001\u5404\u88fd\u54c1\u306e\u8aac\u660e\u3001\u5404\u7d50\u679c\u306b\u3064\u306a\u304c\u308b\u691c\u7d22\u30af\u30a8\u30ea\u7b49\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-12 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u304c\u652f\u63f4\u3059\u308bEC\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-13\" 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