{"id":5108,"date":"2020-06-11T14:43:43","date_gmt":"2020-06-11T05:43:43","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&#038;p=5108"},"modified":"2025-04-11T15:56:42","modified_gmt":"2025-04-11T06:56:42","slug":"the-future-of-chatbots","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/the-future-of-chatbots\/","title":{"rendered":"\u4eba\u9593\u306b\u8fd1\u3044\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9"},"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>2016\u5e74\u3054\u308d\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8(chatbot)\u306f\u4eba\u9593\u3068\u540c\u3058\u3088\u3046\u306b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u53d6\u308c\u308b\u3082\u306e\u3060\u3068\u3001\u697d\u89b3\u7684\u306b\u8003\u3048\u3066\u3044\u308b\u4eba\u304c\u591a\u304b\u3063\u305f\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u5b9f\u969b\u3001\u30e1\u30c7\u30a3\u30a2\u3067\u306f<a href=\"http:\/\/okinawa.io\/blog\/tech\/chatbot\" target=\"_blank\" rel=\"noopener noreferrer\">\u300c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u666e\u53ca\u304c\u4eba\u5de5\u77e5\u80fd\u3092\u5f37\u5316\u3057\u3001\u3088\u308a\u3088\u3044\u672a\u6765\u3092\u5f15\u304d\u5bc4\u305b\u308b\u300d<\/a>\u3068\u3044\u3063\u305f\u30bf\u30a4\u30c8\u30eb\u306e\u8a18\u4e8b\u304c\u591a\u304f\u63b2\u8f09\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>2016\u5e74\u306fFacebook\u30e1\u30c3\u30bb\u30f3\u30b8\u30e3\u30fc\u306e\u30e6\u30fc\u30b6\u30fc\u304c10\u5104\u4eba\u306b\u9054\u3057\u3001\u4eca\u3067\u306f10\u4e07\u8d85\u3092\u8a87\u308b\u30dc\u30c3\u30c8API\u3092Facebook\u304c\u5c0e\u5165\u3057\u305f\u306e\u3082\u3053\u306e\u5e74\u3067\u3057\u305f\u3002\u307e\u305f\u3001\u305d\u306e\u9803\u3001\u6b27\u7c73\u306e\u30a2\u30d7\u30ea\u958b\u767a\u8005\u306f\u4e2d\u56fd\u306eWeChat\u306e\u3088\u3046\u306a\u3001\u3088\u308a\u6ca1\u5165\u578b\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u30a2\u30d7\u30ea\u306b\u5f37\u3044\u95a2\u5fc3\u3092\u5bc4\u305b\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u4eca\u5e74\u307e\u3067\u306b\u306f80%\u306e\u65b0\u898f\u4e8b\u696d\u3067\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u5c0e\u5165\u3055\u308c\u308b\u3001\u3068\u3044\u3046\u4e88\u6e2c\u3082\u3055\u308c\u3066\u304a\u308a\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3042\u308a\u3068\u3042\u3089\u3086\u308b\u30bf\u30b9\u30af\u3092\u3053\u306a\u305b\u308b\u3088\u3046\u306b\u601d\u308f\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<\/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;\">\u671f\u5f85\u3055\u308c\u3066\u3044\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306f\u4eca\u2026\u3002<\/h3><\/div><div class=\"fusion-text fusion-text-2 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u632f\u308a\u8fd4\u3063\u3066\u307f\u308b\u3068\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u5927\u304d\u306a\u671f\u5f85\u3092\u5bc4\u305b\u308b\u3053\u3068\u3068\u3001\u5b9f\u969b\u306b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u5c0e\u5165\u3057\u6a5f\u80fd\u3055\u305b\u308b\u3053\u3068\u306f\u3001\u307e\u3063\u305f\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u3044\u3056\u4f01\u696d\u304c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u5c0e\u5165\u3057\u305f\u969b\u3001\u69d8\u3005\u306a\u652f\u969c\u304c\u751f\u3058\u3001\u7406\u60f3\u7684\u306a\u4f7f\u3044\u65b9\u304c\u3067\u304d\u306a\u3044\u30b1\u30fc\u30b9\u304c\u307b\u3068\u3093\u3069\u3060\u3063\u305f\u306e\u3067\u3059\u3002<\/p>\n<p>\u5f53\u793e\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067AI\u958b\u767a\u6642\u306b\u5fc5\u8981\u306a\u300c<a href=\"\/blog\/big-data-collect\/\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u53ce\u96c6<\/a>\u300d\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u5316\u300d\u3001\u305d\u3057\u3066AI\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u300c\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u518d\u7de8\u96c6\u300d\u3092\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u578b\u3067\u63d0\u4f9b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u4e2d\u3067\u300c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u300d\u306b\u95a2\u3059\u308b\u554f\u3044\u5408\u308f\u305b\u304c\u5897\u3048\u3066\u304a\u308a\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u3069\u306e\u3088\u3046\u306b\u3059\u308c\u3070\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u60a9\u3093\u3067\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u4eca\u56de\u306f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u610f\u5473\u3001\u306a\u305c\u601d\u3063\u305f\u3088\u3046\u306b\u6a5f\u80fd\u3057\u306a\u3044\u306e\u304b\u3001\u307e\u305f\u3069\u3046\u3059\u308c\u3070\u3001\u300c\u4eba\u9593\u306e\u3088\u3046\u306a\u300d\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u304b\u3001\u89e3\u8aac\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 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;\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u306f\uff1f<\/h3><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:20px;\"><p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u306f\u3001\u4eba\u9593\u540c\u58eb\u306e\u4f1a\u8a71\u3092\u771f\u4f3c\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u3053\u3068\u3067\u3059\u3002web\u30b5\u30a4\u30c8\u306b\u57cb\u3081\u8fbc\u3080\u3053\u3068\u3082\u3067\u304d\u308c\u3070\u3001Facebook\u3084Slack\u306e\u3088\u3046\u306a\u7b2c\u4e09\u8005\u30e1\u30c3\u30bb\u30f3\u30b8\u30e3\u30fc\u30b5\u30fc\u30d3\u30b9\u3092\u4ecb\u3057\u3066\u5c0e\u5165\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u958b\u767a\u306b\u306f\u3001Google Now\u3084\u30a2\u30c3\u30d7\u30eb\u306eSiri\u306e\u3088\u3046\u306a\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u6280\u8853\u3001\u300c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u300d\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u306f\u3001\u6a5f\u68b0\u304c\u8a00\u8449\u306e\u610f\u5473\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306a\u884c\u52d5\u3092\u6c7a\u5b9a\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u8a00\u8a9e\u3067\u53cd\u5fdc\u3059\u308b\u80fd\u529b\u306e\u7dcf\u79f0\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u554f\u3044\u304b\u3051\u306b\u5bfe\u5fdc\u3059\u308b\u307e\u3067\u306b\u300c\u8a00\u8449\u306e\u7406\u89e3\u300d\u300c\u9069\u5207\u306a\u884c\u52d5\u300d\u300c\u30e6\u30fc\u30b6\u30fc\u3078\u306e\u53cd\u5fdc\u300d\u306e\u4e09\u3064\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u307f\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u9001\u3089\u308c\u3066\u304d\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u8a00\u8449\u3092\u5358\u8a9e\u3084\u6587\u6cd5\u30ec\u30d9\u30eb\u3067\u51e6\u7406\u3057\u3001\u610f\u56f3\u3059\u308b\u5185\u5bb9\u3092\u6587\u8108\u304b\u3089\u7406\u89e3<\/li>\n<li>\u6c42\u3081\u3089\u308c\u3066\u3044\u308b\u884c\u52d5\u3092\u5b9f\u884c\u3059\u308b<\/li>\n<li>\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u5207\u306a\u53cd\u5fdc\uff08\u8fd4\u4e8b\uff09\u3092\u3059\u308b<\/li>\n<\/ol>\n<p>\u6700\u5f8c\u306e\u53cd\u5fdc\u306b\u95a2\u3057\u3066\u306f\u3001\u6bce\u56de\u540c\u3058\u5f62\u3067\u53cd\u5fdc\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308c\u3070\u3001\u7279\u5b9a\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u542b\u3080\u30e1\u30c3\u30bb\u30fc\u30b8\u3054\u3068\u306b\u7570\u306a\u3063\u305f\u53cd\u5fdc\u3092\u3059\u308b\u3088\u3046\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 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;\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30e1\u30ea\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-margin-top:20px;\"><p>\u30a2\u30d7\u30ea\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u9078\u3076\u969b\u3001\u30a2\u30d7\u30ea\u306a\u3089\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u6c7a\u3081\u624b\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u304c\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u30b7\u30f3\u30d7\u30eb\u3055\u3067\u9078\u3076\u306e\u304c\u3088\u3044\u3067\u3057\u3087\u3046\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u4f7f\u3044\u3084\u3059\u3055\u304c\u91cd\u8981\u3067\u3001\u4f7f\u3044\u3065\u3089\u3044\u306a\u3089\u3001\u3044\u3063\u305d\u7121\u3044\u307b\u3046\u304c\u3044\u3044\u304f\u3089\u3044\u3067\u3059\u3002<\/p>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u6b21\u306e\u3088\u3046\u306a\u5834\u5408\u306b\u6709\u7528\u3067\u3059\u3002<\/p>\n<ol>\n<li><strong>\u4f1a\u8a71\u7684:\u00a0<\/strong>\u554f\u984c\u89e3\u6c7a\u307e\u3067\u306b\u8907\u6570\u306e\u5909\u6570\u5165\u529b\u304c\u5fc5\u8981\u306a\u305f\u3081\u306b\u3001\u30a2\u30d7\u30ea\u3067\u306f\u5bfe\u51e6\u3067\u304d\u306a\u3044\u5834\u5408\u3002<\/li>\n<li><strong>\u30b7\u30f3\u30d7\u30eb:\u00a0<\/strong>\u30e6\u30fc\u30b6\u30fc\u306e\u554f\u984c\u306b\u5bfe\u3057\u3066\u3001\u6700\u3082\u7d20\u65e9\u304f\u76f4\u63a5\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3067\u304d\u308b\u306e\u304c\u30dc\u30c3\u30c8\u3067\u3042\u308b\u5834\u5408\u3002<\/li>\n<\/ol>\n<\/div><div class=\"fusion-title title fusion-title-4 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;\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u4fc2\u308b\u4e3b\u306a\u8ab2\u984c<\/h3><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-margin-top:20px;\"><p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u76f4\u9762\u3057\u3066\u3044\u308b\u8ab2\u984c\u306f\u5927\u304d\u304f2\u3064\u6319\u3052\u3089\u308c\u307e\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;\">\u8ab2\u984c1: \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u3078\u306e\u4f9d\u5b58\u5ea6\u304c\u9ad8\u3044<\/h4><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-margin-top:20px;\"><p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306f<a href=\"\/blog\/natural-language-processing-101\/\">\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853<\/a>\u3078\u306e\u4f9d\u5b58\u5ea6\u304c\u975e\u5e38\u306b\u9ad8\u3044\u3053\u3068\u304c\u30cd\u30c3\u30af\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u73fe\u72b6\u3067\u306f\u3001\u3069\u3093\u306a\u306b\u512a\u308c\u305f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u3059\u3089\u3001\u4eba\u9593\u306e\u8db3\u5143\u306b\u3082\u53ca\u3070\u306a\u3044\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u8a00\u8449\u305d\u306e\u3082\u306e\u3092\u51e6\u7406\uff08\u6587\u7ae0\u4e2d\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u5358\u8a9e\u3054\u3068\u306b\u5206\u89e3\uff09\u3067\u304d\u3066\u3082\u3001\u8a00\u8449\u306e\u610f\u5473\u307e\u3067\u7406\u89e3\u3067\u304d\u308b\u3068\u306f\u9650\u3089\u306a\u3044\u306e\u3067\u3059\u3002<\/p>\n<p>\u3082\u3061\u308d\u3093\u8a00\u8449\u306e\u610f\u5473\u304c\u308f\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u9069\u5207\u306a\u884c\u52d5\u3001\u53cd\u5fdc\u306b\u7e4b\u3052\u308b\u3053\u3068\u306f\u3067\u304d\u305a\u3001\u30e6\u30fc\u30b6\u30fc\uff08\u4eba\u9593\uff09\u304c\u6e80\u8db3\u3059\u308b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u9060\u304f\u53ca\u3073\u307e\u305b\u3093\u3002<\/p>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u3055\u3089\u306a\u308b\u666e\u53ca\u306b\u306f\u3001\u307e\u305a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306e\u5927\u304d\u304f\u9032\u6b69\u304c\u5fc5\u8981\u3067\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;\">\u8ab2\u984c2: \u8907\u96d1\u306a\u30e6\u30fc\u30b6\u30fc\u306e\u5bfe\u8a71<\/h4><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-margin-top:20px;\"><p>\u3082\u3046\u4e00\u3064\u306e\u8ab2\u984c\u306f\u3001\u610f\u5916\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u4eba\u9593\u306e\u8a71\u3057\u65b9\u3067\u3059\u3002<\/p>\n<p>\u4eba\u9593\u540c\u58eb\u306e\u4f1a\u8a71\u3068\u3044\u3046\u306e\u306f\u3001\u6025\u306b\u524d\u306e\u8a71\u984c\u306b\u623b\u3063\u305f\u308a\u3001\u8a71\u304c\u9038\u308c\u305f\u308a\u3001\u8907\u6570\u306e\u8a71\u984c\u304c\u540c\u6642\u306b\u8a71\u3055\u308c\u305f\u308a\u3001\u4e88\u5b9a\u8abf\u548c\u306b\u9032\u307e\u306a\u3044\u3053\u3068\u304c\u307b\u3068\u3093\u3069\u3067\u3059\u3002<\/p>\n<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u4eba\u9593\u306e\u4f1a\u8a71\u3092\u771f\u4f3c\u3088\u3046\u3068\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3055\u308c\u307e\u3059\u304c\u3001\u5b9f\u969b\u306e\u4f1a\u8a71\u3092\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u8ffd\u3046\u306e\u306f\u3001\u73fe\u72b6\u3067\u306f\u975e\u5e38\u306b\u56f0\u96e3\u306a\u306e\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;\">\u4eba\u9593\u306b\u8fd1\u3044\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9<\/h3><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-margin-top:20px;\"><p>\u3069\u3046\u3059\u308c\u3070\u3053\u306e\u4e8c\u3064\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u300c\u4eba\u9593\u306e\u3088\u3046\u306a\u300d\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u4eba\u9593\u306e\u3088\u3046\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u53d6\u308c\u308b\u7406\u60f3\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u958b\u767a\u3059\u308b\u306b\u306f\u3001\u6b21\u306e2\u70b9\u3092\u62bc\u3055\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li><strong>\u610f\u56f3\u8a8d\u8b58:\u00a0<\/strong>\u305d\u308c\u305e\u308c\u306e\u6587\u7ae0\u3084\u5358\u8a9e\u304b\u3089\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u8a00\u8449\u306e\u80cc\u5f8c\u306b\u3042\u308b\u610f\u56f3\u3084\u610f\u5473\u3092\u7406\u89e3\u3059\u308b\u80fd\u529b\u3067\u3059\u3002\u3053\u306e\u80fd\u529b\u306b\u3088\u308a\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u4e00\u3064\u306e\u6587\u7ae0\u306b\u542b\u307e\u308c\u308b\u8907\u6570\u306e\u610f\u56f3\u3092\u62bd\u51fa\u30fb\u7406\u89e3\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3059\u308b\u9577\u304f\u3066\u8907\u96d1\u306a\u6587\u7ae0\u306b\u3082\u6b63\u3057\u304f\u53cd\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u6587\u8108\u7406\u89e3:\u00a0<\/strong>\u4f1a\u8a71\u306b\u51fa\u3066\u304f\u308b\u69d8\u3005\u306a\u8981\u7d20\uff08\u5834\u6240\u3001\u6642\u9593\u3001\u76f8\u624b\u306e\u597d\u307f\u306a\u3069\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u4f1a\u8a71\u5168\u4f53\u306e\u300c\u6982\u8981\u3092\u63b4\u3080\u300d\u80fd\u529b\u3067\u3059\u3002\u4eba\u9593\u306e\u4f1a\u8a71\u306b\u304a\u3044\u3066\u300c\u6587\u8108\u300d\u3092\u5bdf\u77e5\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u306a\u306e\u3068\u540c\u3058\u3088\u3046\u306b\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3082\u6b63\u78ba\u306a\u4f1a\u8a71\u3092\u7d9a\u3051\u308b\u305f\u3081\u306b\u6587\u8108\u7406\u89e3\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<\/ol>\n<p>\u3053\u306e\u4e8c\u3064\u306e\u6a5f\u80fd\u306f\u975e\u5e38\u306b\u8907\u96d1\u3067\u3059\u304c\u3001\u6210\u7acb\u3055\u305b\u308b\u305f\u3081\u306e\u65b9\u6cd5\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3001\u5927\u91cf\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3057\u30dc\u30c3\u30c8\u306b\u6559\u3048\u8fbc\u3080\u3053\u3068\u3067\u3059\u3002\u8003\u3048\u5f97\u308b\u60f3\u5b9a\u8cea\u554f\u3084\u8fd4\u7b54\u3001\u4f1a\u8a71\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u59cb\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8981\u6c42\u3092\u9069\u5207\u306b\u7406\u89e3\u3057\u3066\u305d\u308c\u306b\u5fdc\u3048\u308b\u305f\u3081\u306e\u9375\u3067\u3042\u308b\u300c\u69cb\u6587\u300d\u3001\u3055\u3089\u306b\u305d\u306e\u696d\u754c\u7279\u6709\u306e\u5c02\u9580\u7528\u8a9e\u306a\u3069\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u4e0e\u3048\u308c\u3070\u4e0e\u3048\u308b\u307b\u3069\u3001\u30a4\u30ec\u30ae\u30e5\u30e9\u30fc\u306a\u5185\u5bb9\u3067\u3082\u4e0a\u624b\u304f\u5bfe\u51e6\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 \u300c\u4eba\u9593\u306e\u3088\u3046\u306a\u300d\u4f1a\u8a71\u30ec\u30d9\u30eb\u3092\u5b9f\u73fe\u3059\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u306f\u3001\u8a00\u3044\u63db\u3048\u308b\u3068\u30ec\u30d9\u30eb\u306e\u9ad8\u3044\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306e\u571f\u53f0\u3067\u3001\u305d\u306e\u571f\u53f0\u3092\u7dad\u6301\u30fb\u6539\u5584\u3067\u304d\u308b\u306e\u306f\u3001\u81a8\u5927\u306a\u91cf\u306e\u9ad8\u54c1\u8cea\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u3060\u3051\u3060\u3068\u8a00\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u306a\u3044\u306e\u3067\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066<a href=\"\/blog\/15-best-chatbot-datasets-for-machine-learning\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf<\/a>\u306f\u6b21\u306e\u4e8c\u3064\u306e\u300c\u8a00\u8449\u306e\u610f\u5473\u4ed8\u3051\uff08\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\uff09\u300d\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"1610\" height=\"1048\" title=\"chatbot-annotation-example\" src=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?fit=1610%2C1048&ssl=1\" data-orig-src=\"https:\/\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png\" alt class=\"lazyload img-responsive wp-image-5574\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271610%27%20height%3D%271048%27%20viewBox%3D%270%200%201610%201048%27%3E%3Crect%20width%3D%271610%27%20height%3D%271048%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?resize=200%2C130&amp;ssl=1 200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?resize=300%2C195&amp;ssl=1 300w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?resize=400%2C260&amp;ssl=1 400w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?resize=600%2C391&amp;ssl=1 600w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?resize=768%2C500&amp;ssl=1 768w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?resize=800%2C521&amp;ssl=1 800w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?resize=1024%2C667&amp;ssl=1 1024w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?resize=1200%2C781&amp;ssl=1 1200w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?resize=1536%2C1000&amp;ssl=1 1536w, https:\/\/i0.wp.com\/transynk.co.jp\/wp-content\/uploads\/2020\/06\/chatbot-annotation-example.png?w=1610&amp;ssl=1 1610w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 850px) 100vw, 1610px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-margin-top:20px;\"><p>\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u4e8b\u4f8b<\/p>\n<ol>\n<li><strong>\u56fa\u6709\u8868\u73fe\u62bd\u51fa:\u00a0<\/strong>\u6587\u7ae0\u304b\u3089\u4eba\u3084\u7d44\u7e54\u3001\u5834\u6240\u306e\u540d\u524d\u3001\u56fa\u6709\u540d\u8a5e\u306a\u3069\u300c\u60c5\u5831\u306e\u30e6\u30cb\u30c3\u30c8\u300d\u3092\u62bd\u51fa\u3057\u3066\u3001\u69cb\u9020\u5316\u3059\u308b\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u6642\u9593\u3084\u65e5\u4ed8\u3001\u304a\u91d1\u3001\u767e\u5206\u7387\u3068\u3044\u3063\u305f\u6570\u5b57\u8868\u73fe\u306e\u7279\u5b9a\u306b\u4f7f\u3046\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f1a\u8a71\u306b\u304a\u3051\u308b\u300c\u6587\u8108\u300d\u306e\u7406\u89e3\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<li><strong>\u8a00\u8a9e\u7684\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3:\u00a0<\/strong>\u6587\u7ae0\u306e\u610f\u56f3\u3092\u8a8d\u8b58\u3059\u308b\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u5bfe\u8c61\u306f\u5e83\u304f\u3001\u57fa\u672c\u7684\u306b\u30c6\u30ad\u30b9\u30c8\u306e\u5206\u6790\u306b\u95a2\u308f\u308b\u3053\u3068\u3059\u3079\u3066\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u611f\u60c5\u5206\u6790\u3084\u3001\u8cea\u554f\u306b\u7b54\u3048\u308b\u305f\u3081\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u611f\u60c5\u5206\u6790\u3092\u901a\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u306e\u300c\u8a9e\u8abf\u300d\u3092\u8a8d\u8b58\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u826f\u3044\u6c17\u5206\u306a\u306e\u304b\u3001\u53cb\u597d\u7684\u306a\u306e\u304b\u3001\u3042\u308b\u3044\u306f\u6c17\u5206\u3092\u5bb3\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u898b\u6975\u3081\u3066\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u6e29\u5ea6\u611f\u3067\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<\/div><div class=\"fusion-title title fusion-title-8 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;\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306e\u672a\u6765<\/h3><\/div><div class=\"fusion-text fusion-text-10\" style=\"--awb-margin-top:20px;\"><p>\u4eca\u5f8c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u4e16\u754c\u4e2d\u306e\u69d8\u3005\u306a\u30b7\u30fc\u30f3\uff08\u30b5\u30fc\u30d3\u30b9\uff09\u3067\u6d3b\u7528\u3055\u308c\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u4f01\u696d\u304c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u5c0e\u5165\u3059\u308b\u76ee\u7684\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u6c17\u8efd\u306b\u4f7f\u3063\u3066\u3082\u3089\u3044\u3001\u7d20\u65e9\u304f\u5bfe\u5fdc\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u6e80\u8db3\u5ea6\u3092\u4e0b\u3052\u306a\u3044\u3053\u3068\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u305d\u306e\u305f\u3081\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u3069\u306e\u3088\u3046\u306a\u554f\u3044\u304b\u3051\u306b\u5bfe\u3057\u3066\u3082\u3001\u81ea\u7136\u306a\u4f1a\u8a71\u306e\u6d41\u308c\u3092\u4fdd\u3061\u3001\u9069\u5207\u306a\u5bfe\u5fdc\u3001\u53cd\u5fdc\u304c\u3067\u304d\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u958b\u767a\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u4eba\u9593\u306e\u3088\u3046\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u306f\u9ad8\u54c1\u8cea\u306a\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u305d\u306e\u30c7\u30fc\u30bf\u304c\u591a\u3051\u308c\u3070\u591a\u3044\u307b\u3069\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30a8\u30f3\u30b8\u30f3\u306f\u9069\u5207\u306b\u6a5f\u80fd\u3057\u3001\u3088\u308a\u826f\u3044AI\u4f53\u9a13\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002\u305d\u306e\u6642\u521d\u3081\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u4eba\u9593\u76f8\u624b\u306b\u8a71\u3057\u3066\u3044\u308b\u3068\u932f\u899a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u5b8c\u6210\u3059\u308b\u306e\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-9 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;\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u306b\u95a2\u308f\u3063\u3066\u3044\u308b\u65b9\u3078<\/h3><\/div><div class=\"fusion-text fusion-text-11\" style=\"--awb-margin-top:20px;\"><p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u5411\u3051\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30ba\u3092\u3067\u304a\u56f0\u308a\u3067\u3059\u304b\uff1f<\/p>\n<p>\u5f53\u793e\u306f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u5411\u3051\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u3054\u63d0\u4f9b\u3057\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u958b\u767a\u3055\u308c\u3066\u3044\u308b\u4f01\u696d\u3092\u652f\u63f4\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u306f\u3001\u4eba\u9593\u540c\u58eb\u306e\u4f1a\u8a71\u3092\u771f\u4f3c\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u3053\u3068\u3067\u3059\u3002web\u30b5\u30a4\u30c8\u306b\u57cb\u3081\u8fbc\u3080\u3053\u3068\u3082\u3067\u304d\u308c\u3070\u3001Facebook\u3084Slack\u306e\u3088\u3046\u306a\u7b2c\u4e09\u8005\u30e1\u30c3\u30bb\u30f3\u30b8\u30e3\u30fc\u30b5\u30fc\u30d3\u30b9\u3092\u4ecb\u3057\u3066\u5c0e\u5165\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"featured_media":5109,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","categories":[1],"tags":[56],"class_list":["post-5108","blog","type-blog","status-publish","has-post-thumbnail","hentry","category-1","tag-56"],"acf":[],"yoast_head":"<!-- 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