{"id":26314,"date":"2020-12-30T06:10:32","date_gmt":"2020-12-30T06:10:32","guid":{"rendered":"https:\/\/developer.kore.ai\/v10-1\/?p=26314"},"modified":"2022-04-07T08:09:53","modified_gmt":"2022-04-07T07:09:53","slug":"nlp-guide","status":"publish","type":"post","link":"https:\/\/developer.kore.ai\/v10-1\/docs\/bots\/chatbot-overview\/nlp-guide\/?lang=ja","title":{"rendered":"\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09"},"content":{"rendered":"<section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<p>Kore.ai\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5bfe\u8a71\u578bAI\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u5bfe\u8a71\u578bAI\u3068\u306f\u3001\u6a5f\u68b0\u304c\u30e6\u30fc\u30b6\u30fc\u3068\u81ea\u7136\u306b\u4f1a\u8a71\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u5bfe\u8a71\u578b\u30dc\u30c3\u30c8\u304c\u4eba\u9593\u3068\u306e\u76f8\u4e92\u4f5c\u7528\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u9375\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u8b58\u5225\u3057\uff08\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa\uff09\u3001\u767a\u8a71\u304b\u3089\u6709\u7528\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\uff08\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\uff09\u3001\u95a2\u9023\u3059\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u53c8\u306f\u30bf\u30b9\u30af\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\uff08\u30c0\u30a4\u30a2\u30ed\u30b0\u30bf\u30b9\u30af\u306e\u5b9f\u884c\uff09\u80fd\u529b\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u91cd\u8981\u306a\u6761\u4ef6\u306f\u3001<span style=\"text-decoration: underline;\">\u81ea\u7136\u8a00\u8a9e\u3092\u7406\u89e3<\/span>\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>NLP\uff08\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff09\u306f\u3001\u81ea\u7136\u306a\u4f1a\u8a71\u304b\u3089\u610f\u56f3\u3068\u95a2\u9023\u60c5\u5831\u3092\u63a8\u6e2c\u3059\u308b\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u3059\u3002Kore.ai\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u4f1a\u8a71\u30d5\u30ed\u30fc\u306f\u3001\u30a2\u30af\u30b7\u30e7\u30f3\u3068\u5fdc\u7b54\u3092\u6c7a\u5b9a\u3059\u308b\u524d\u306b\u3001\u3055\u307e\u3056\u307e\u306aNLU\u30a8\u30f3\u30b8\u30f3\u3068\u4f1a\u8a71\u30a8\u30f3\u30b8\u30f3\u3092\u901a\u904e\u3057\u307e\u3059\u3002<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<p>\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u3001Kore.ai\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u5185\u306eNLP\u30d5\u30ed\u30fc\u306e\u6982\u8981\u306e\u63d0\u4f9b\u3068\u3001\u958b\u767a\u8005\u3068\u3057\u3066\u305d\u306e\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u52b9\u7387\u7684\u3067\u6b63\u78ba\u306a\u30dc\u30c3\u30c8\u5fdc\u7b54\u3092\u5b9f\u73fe\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u65b9\u6cd5\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3><span class=\"ez-toc-section\" id=\"NLP_Approach\">NLP Approach<\/span><\/h3>\n<p>The Kore.ai Bots platform employs a multi-pronged approach to natural language, which combines the following three models for optimal outcomes:<\/p>\n<ul>\n<li><strong>Fundamental Meaning<\/strong>: A computational linguistics approach that is built on ChatScript. The model analyzes the structure of a user\u2019s utterance to identify each word by meaning, position, conjugation, capitalization, plurality, and other factors.<\/li>\n<li><strong>Custom Machine Learning (ML)<\/strong>: Kore.ai uses state-of-the-art NLP algorithms and models for machine learning.<\/li>\n<li><strong>Ontology-based Knowledge Graph Engine (KG)<\/strong>: Kore.ai Knowledge Graph helps you turn your static FAQ text into an intelligent and personalized conversational experience.<\/li>\n<\/ul>\n<p>With its three-fold approach, the Kore.ai Bots platform enables you to accelerate the NLU performance of the virtual assistant and achieve optimal NLU accuracy with relatively less training data. It automatically enables the NLP capabilities to all built-in and custom bots, and powers the way chatbots communicate, understand, and respond to a user request.<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3><span class=\"ez-toc-section\" id=\"KoreaiNLP\">Kore.aiNLP\u30d3\u30eb\u30c7\u30a3\u30f3\u30b0\u30d6\u30ed\u30c3\u30af<\/span><\/h3>\n<p>Kore.ai\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u3092\u53d7\u4fe1\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u8b58\u5225\u3057\u3001\u8ffd\u52a0\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3066\u51e6\u7406\u3055\u308c\u3001\u30bf\u30b9\u30af\u306e\u5b9f\u884c\u3092\u4ecb\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u306b\u5fdc\u7b54\u3057\u307e\u3059\u3002NLP\u306f\u3001\u4e3b\u306b\u6700\u521d\u306e2\u3064-\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa\u3068\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u306b\u95a2\u4fc2\u3057\u3066\u3044\u307e\u3059\u3002<a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625053132\/NLP_overview.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-28046\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625053132\/NLP_overview.png\" alt=\"\" width=\"1245\" height=\"547\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625053132\/NLP_overview.png 1245w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625053132\/NLP_overview-300x132.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v10-1\/wp-content\/uploads\/sites\/35\/20210625053132\/NLP_overview-1024x450.png 1024w\" sizes=\"auto, (max-width: 1245px) 100vw, 1245px\" \/><\/a> <strong>\u4f1a\u8a71\u30d5\u30ed\u30fc\u306b\u304a\u3051\u308b\u30b9\u30c6\u30c3\u30d7<\/strong>\uff1a<\/p>\n<ol>\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u62bd\u51fa\u3068\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u691c\u51fa\u306e\u305f\u3081\u306b\u4e00\u9023\u306eNLU\u30a8\u30f3\u30b8\u30f3\u3092\u901a\u904e\u3057\u307e\u3059\u3002Kore.ai\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u63d0\u4f9b\u3059\u308b\u3055\u307e\u3056\u307e\u306aNLU\u30a8\u30f3\u30b8\u30f3\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\uff1a\n<ul>\n<li>\u6587\u6cd5\u69cb\u6210\u306b\u57fa\u3065\u3044\u3066\u767a\u8a71\u3092\u5206\u5272\u3059\u308b<strong>\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb \u30df\u30fc\u30cb\u30f3\u30b0 \u30a8\u30f3\u30b8\u30f3<\/strong><\/li>\n<li>\u4f8b\u306b\u57fa\u3065\u304f\u81ea\u52d5\u5b66\u7fd2\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d7\u30ed\u30bb\u30b9\u306b\u6cbf\u3063\u3066\u3001\u767a\u8a71\u5185\u306e\u500b\u3005\u306e\u5358\u8a9e\u3092\u5206\u985e\u3059\u308b<strong>\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30f3<\/strong><\/li>\n<li>\u4e3b\u306bFAQ\u30bf\u30a4\u30d7\u306e\u30e6\u30fc\u30b6\u30fc\u554f\u3044\u5408\u308f\u305b\u3092\u51e6\u7406\u3059\u308b<strong>\u30ca\u30ec\u30c3\u30b8\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30f3<\/strong>\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u554f\u3044\u5408\u308f\u305b\u306b\u5fdc\u7b54\u3057\u3066\u30bf\u30b9\u30af\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u3088\u3046\u306b\u69cb\u6210\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059<\/li>\n<li>\u30de\u30eb\u30c1\u30af\u30e9\u30b9\u5206\u985e\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306e\u8907\u6570\u306e\u30ab\u30c6\u30b4\u30ea\u3092\u8b58\u5225\u3067\u304d\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u691c\u51fa\u3092\u6539\u5584\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064<strong>\u793a\u5506\u30a8\u30f3\u30b8\u30f3<\/strong><\/li>\n<li>\u4f1a\u8a71\u306b\u4eba\u9593\u5473\u3092\u52a0\u3048\u308b\u305f\u3081\u306e<strong>\u30b9\u30e2\u30fc\u30eb\u30c8\u30fc\u30af\u30a8\u30f3\u30b8\u30f3<\/strong><\/li>\n<li>\u4e0a\u8a18\u306e\u30a8\u30f3\u30b8\u30f3\u304b\u3089\u306e\u7d50\u679c\u3092\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3057\u3001\u8a2d\u5b9a\u3055\u308c\u305f\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u306b\u5f93\u3063\u3066\u30e9\u30f3\u30af\u4ed8\u3051\u3059\u308b\u305f\u3081\u306e<strong>\u30e9\u30f3\u30ad\u30f3\u30b0\u304a\u3088\u3073\u89e3\u6c7a<\/strong>\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u4e0a\u8a18\u306e\u3059\u3050\u306b\u4f7f\u7528\u3067\u304d\u308bNLU\u6a5f\u80fd\u3092\u62e1\u5f35\u3057\u3066\u3001\u72ec\u81ea\u306eNLU\u30a8\u30f3\u30b8\u30f3\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u30dc\u30c3\u30c8\u30ad\u30c3\u30c8SDK\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3001\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092<strong>\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306eNLP\u30a8\u30f3\u30b8\u30f3<\/strong>\u3068\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u3002\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306eNLP\u30a8\u30f3\u30b8\u30f3\u304b\u3089\u306e\u51fa\u529b\u306f\u3001Kore.ai NLU\u30a8\u30f3\u30b8\u30f3\u304b\u3089\u306e\u51fa\u529b\u3092\u88dc\u5b8c\u3059\u308b\u305f\u3081\u3001\u30a8\u30f3\u30b8\u30f3\u306e\u52b9\u7387\u3068\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n<li>\u8b58\u5225\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u306f\u3001\u62bd\u51fa\u3055\u308c\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u3068\u3082\u306b\u3001\u5b9f\u969b\u306e\u30bf\u30b9\u30af\u5b9f\u884c\u306e\u305f\u3081\u306b<strong>\u4f1a\u8a71\u30a8\u30f3\u30b8\u30f3<\/strong>\u306b\u79fb\u884c\u3057\u307e\u3059\u3002\u3053\u306e\u30a8\u30f3\u30b8\u30f3\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8a73\u7d30\u3001\u4ee5\u524d\u30e6\u30fc\u30b6\u30fc\u304c\u8981\u6c42\u3057\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u3001\u304a\u3088\u3073\u4eba\u9593\u306b\u8fd1\u3044\u4f1a\u8a71\u4f53\u9a13\u3092\u63d0\u4f9b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u306b\u3088\u3063\u3066\u30bf\u30b0\u4ed8\u3051\u3055\u308c\u305f\u305d\u306e\u4ed6\u306e\u60c5\u5831\u306a\u3069\u3092\u4f7f\u7528\u3057\u3066\u3001\u4f1a\u8a71\u306e\u72b6\u614b\u307e\u305f\u306f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u7dad\u6301\u3057\u307e\u3059\u3002\u4f1a\u8a71\u30a8\u30f3\u30b8\u30f3\u306f\u3001\u3053\u306e\u72b6\u614b\u60c5\u5831\u3068\u6b21\u306e\u6761\u4ef6\u3092\u4f7f\u7528\u3057\u3066\u3001NLU\u30a8\u30f3\u30b8\u30f3\u306b\u3088\u3063\u3066\u8b58\u5225\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u53d7\u3051\u5165\u308c\u308b\u304b\u62d2\u5426\u3092\u5224\u65ad\u3057\u307e\u3059\u3002\n<ul>\n<li><strong>\u524d\u63d0\u6761\u4ef6<\/strong>-\u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u6761\u4ef6\u306e\u30bb\u30c3\u30c8\u304c\u69cb\u6210\u3055\u308c\u3066\u3044\u3066\u3001\u3053\u308c\u3089\u306e\u6761\u4ef6\u306e\u3044\u305a\u308c\u304b\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001\u8b58\u5225\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u306f\u62d2\u5426\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001<em>\u8acb\u6c42\u66f8\u306e\u652f\u6255\u3044<\/em>\u30a4\u30f3\u30c6\u30f3\u30c8\u3067\u306f\u3001<em>\u53d7\u53d6\u4eba<\/em>\u306e\u8a73\u7d30\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30cd\u30ac\u30c6\u30a3\u30d6\u30d1\u30bf\u30fc\u30f3<\/strong>-\u7279\u5b9a\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u7279\u5b9a\u3057\u3066\u306f\u306a\u3089\u306a\u3044\u30d1\u30bf\u30fc\u30f3\u306e\u5b58\u5728\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u30ab\u30fc\u30c9\u3092\u7d1b\u5931\u3057\u307e\u3057\u305f\u3002\u65b0\u3057\u3044\u30ab\u30fc\u30c9\u3092\u7533\u8acb\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b\u300d\u306f\u3001\u300c\u30ab\u30fc\u30c9\u3092\u7533\u8acb\u300d\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u307e\u305a\u73fe\u5728\u306e\u30ab\u30fc\u30c9\u3092\u7121\u52b9\u306b\u3057\u3066\u3001\u300c\u30ab\u30fc\u30c9\u3092\u7d1b\u5931\u3057\u305f\u300d\u3068\u3044\u3046\u30d5\u30ec\u30fc\u30ba\u304c\u5b58\u5728\u3059\u308b\u305f\u3081\u306b\u4e0d\u6b63\u884c\u70ba\u3092\u5831\u544a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u30a4\u30d9\u30f3\u30c8\u51e6\u7406<\/strong>-\u30a6\u30a7\u30eb\u30ab\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u3001\u611f\u60c5\u5206\u6790\u306a\u3069\u306e\u305f\u3081\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u30a4\u30d9\u30f3\u30c8<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5272\u308a\u8fbc\u307f<\/strong>\u8a2d\u5b9a\uff08\u9032\u884c\u4e2d\u306e\u30bf\u30b9\u30af\u306e\u904e\u7a0b\u3067\u5225\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u8b58\u5225\u3055\u308c\u305f\u72b6\u6cc1\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\uff09\u3084<strong>\u611f\u60c5\u5206\u6790<\/strong>\u8a2d\u5b9a\uff08\u30e6\u30fc\u30b6\u30fc\u304c\u6012\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u805e\u3053\u3048\u308b\u306e\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u8ee2\u9001\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\uff09\u306a\u3069\u306e\u4ed6\u306e\u6761\u4ef6\u3082\u3001\u5b9f\u884c\u3059\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u3068\u3057\u3066\u91cd\u8981\u3067\u3059\u3002<\/li>\n<li>\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306e\u30c1\u30e3\u30cd\u30eb\u306b\u57fa\u3065\u3044\u3066\u3001<strong>\u30ec\u30b9\u30dd\u30f3\u30b9<\/strong>\u304c\u751f\u6210\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u793a\u3055\u308c\u307e\u3059\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u306f\u3001\u6210\u529f\u30e1\u30c3\u30bb\u30fc\u30b8\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u8981\u6c42\u3057\u305f\u60c5\u5831\u3001\u53c8\u306f\u4e0d\u8db3\u3057\u3066\u3044\u308b\u60c5\u5831\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h3><span class=\"ez-toc-section\" id=\"NLP\">NLP\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/span><\/h3>\n<p>\u524d\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001Kore.ai\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306eNLP\u30d7\u30ed\u30bb\u30b9\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3057\u305f\u304c\u3001\u30d7\u30ed\u30bb\u30b9\u304c\u8981\u6c42\u3069\u304a\u308a\u306b\u9032\u884c\u3059\u308b\u3088\u3046\u306b\u3059\u308b\u306b\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3059\u3002\u3067\u306f\u3001\u6700\u9ad8\u306e\u7d50\u679c\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u30dc\u30c3\u30c8\u3092\u5b8c\u5168\u306b\u6a5f\u80fd\u3059\u308b\u3088\u3046\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u65b9\u6cd5\u306f\uff1f\u4e0a\u8a18\u306e\u6a5f\u80fd\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u306f\uff1f\u5404NLU\u30a8\u30f3\u30b8\u30f3\u306e\u8a73\u7d30\u306b\u5165\u308b\u524d\u306b\u3001\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067NLP\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u3044\u304f\u3064\u304b\u306e\u57fa\u672c\u7684\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u898b\u3066\u884c\u304d\u307e\u3059\u3002<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h4>\u30b9\u30b3\u30fc\u30d7<\/h4>\n<p>NLP\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u30dc\u30c3\u30c8\u306e\u7bc4\u56f2\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u3067\u3001\u30dc\u30c3\u30c8\u304c\u89e3\u6c7a\u3059\u308b\u5fc5\u8981\u306e\u3042\u308b\u554f\u984c\u3092\u7d5e\u308a\u8fbc\u3080\u3053\u3068\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u69cb\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001SME \/ BA\u3001\u4f1a\u8a71\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u30c7\u30b6\u30a4\u30ca\u30fc\u3001\u30dc\u30c3\u30c8\u958b\u767a\u8005\u3001NLP\u30a2\u30ca\u30ea\u30b9\u30c8\/\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3001NLP\u30c8\u30ec\u30fc\u30ca\u30fc\u3001\u30c6\u30b9\u30bf\u30fc\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u5229\u5bb3\u95a2\u4fc2\u8005\u3068\u306e\u30d6\u30ec\u30a4\u30f3\u30b9\u30c8\u30fc\u30df\u30f3\u30b0\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30dc\u30c3\u30c8\u306e\u30b9\u30b3\u30fc\u30d4\u30f3\u30b0\u4e2d\u306b\u63d0\u6848\u3055\u308c\u308b\u57fa\u672c\u7684\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\uff1b<\/p>\n<ul>\n<li>\u89e3\u6c7a\u3059\u3079\u304d\u554f\u984c\u304b\u3089\u59cb\u3081\u307e\u3059-\u30dc\u30c3\u30c8\u304c\u4f55\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u304b\u3092\u660e\u78ba\u306b\u628a\u63e1\u3057\u307e\u3059\u3002\u30dc\u30c3\u30c8\u306e\u8981\u4ef6\u3068\u5b9f\u969b\u306e\u6a5f\u80fd\u3092\u7406\u89e3\u3059\u308b\u306b\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u30dc\u30c3\u30c8\u958b\u767a\u8005\u306b\u76f8\u8ac7\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<li>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u30ea\u30b9\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059-\u3053\u308c\u306b\u3088\u308a\u3001\u5168\u4f53\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u5408\u7406\u5316\u3055\u308c\u307e\u3059\n<ul>\n<li>\u30a4\u30f3\u30c6\u30f3\u30c8\u3054\u3068\u306b\u3001\u30dc\u30c3\u30c8\u304c\u9054\u6210\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u4e3b\u8981\u306a\u7d50\u679c\u3092\u7279\u5b9a\u3057\u307e\u3059<\/li>\n<li>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u8981\u4ef6\u3067\u306f\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059<\/li>\n<\/ul>\n<\/li>\n<li>\u4f1a\u8a71\u306e\u4f8b\u3092\u8a73\u3057\u304f\u8aac\u660e\u3059\u308b-\u767a\u8a71\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u4e21\u65b9\n<ul>\n<li>\u90e8\u5c4b\u306e\u7d50\u679c\u306e\u7406\u60f3\u7684\u306a\u4eba\u306f\u4f55\u3067\u3059\u304b<\/li>\n<li>\u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u3001\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u3001\u8cea\u554f\u306e\u660e\u78ba\u5316\u306b\u3064\u3044\u3066\u8003\u3048\u307e\u3059<\/li>\n<li>\u3053\u306e\u305f\u3081\u306b\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30b9\u30c8\u30fc\u30ea\u30fc\u30dc\u30fc\u30c9\u6a5f\u80fd\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u305d\u308c\u306f\u30dc\u30c3\u30c8\u958b\u767a\u30d5\u30a7\u30fc\u30ba\u3067\u307e\u3060\u4f7f\u7528\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u4eca\u3059\u3050\u4f7f\u7528\u3067\u304d\u307e\u3059<\/li>\n<\/ul>\n<\/li>\n<li>\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u9054\u6210\u3059\u308b\u4e00\u74b0\u3068\u3057\u3066\u4eba\u304c\u4f55\u3092\u5c0b\u306d\u308b\u304b\u3092\u81ea\u554f\u3057\u307e\u3059-\u3053\u308c\u3089\u306f\u3059\u3079\u3066\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u4ee3\u66ff\u767a\u8a71\u306b\u306a\u308a\u307e\u3059\u3002\u6163\u7528\u53e5\u3084\u4fd7\u8a9e\u306e\u4f7f\u7528\u3082\u542b\u3081\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ul>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h4>\u3069\u306e\u30a8\u30f3\u30b8\u30f3\uff1f<\/h4>\n<p>Kore.ai\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304cNLU\u7528\u306b3\u3064\u306e\u30e1\u30a4\u30f3\u30a8\u30f3\u30b8\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u3053\u308c\u307e\u3067\u898b\u3066\u304d\u307e\u3057\u305f<\/p>\n<ul>\n<li>\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09<\/li>\n<li>\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30df\u30fc\u30cb\u30f3\u30b0\uff08FM\uff09<\/li>\n<li>\u30ca\u30ec\u30c3\u30b8\u53ce\u96c6\uff08KG\uff09<\/li>\n<\/ul>\n<p>\u3069\u306e\u30a8\u30f3\u30b8\u30f3\u3092\u3044\u3064\u4f7f\u7528\u3057\u307e\u3059\u304b\uff1f\u3053\u308c\u3089\u306e\u5404\u30a8\u30f3\u30b8\u30f3\u306b\u306f\u3001\u8a2d\u5b9a\u3068\u69cb\u6210\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u4ed6\u306e\u5834\u6240\u3067\u8a73\u7d30\u306b\u6271\u308f\u308c\u307e\u3059\uff08<a href=\"\/docs\/bots\/nlp\/optimizing-bots\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3053\u3053\u3092\u53c2\u7167<\/a>\uff09\u3002\u3053\u3053\u3067\u306f\u3001\u3069\u306e\u30a8\u30f3\u30b8\u30f3\u3092\u3044\u3064\u4f7f\u7528\u3059\u308b\u304b\u306b\u3064\u3044\u3066\u306e\u5e45\u5e83\u3044\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u4e0a\u3052\u307e\u3059\u3002<\/p>\n<p><strong>\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30f3<\/strong><\/p>\n<p>ML\u306f\u3001\u30dc\u30c3\u30c8\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u63a8\u5968\u3055\u308c\u308b\u30a8\u30f3\u30b8\u30f3\u3067\u3059\u3002\u7406\u7531\u306f\u3001\u305d\u306e\u67d4\u8edf\u6027\u3068\u81ea\u52d5\u5b66\u7fd2\u6a5f\u80fd\u3067\u3059\u3002\u3044\u304f\u3064\u304b\u306e\u4f8b\u3092\u6319\u3052\u308c\u3070\u3001\u30a8\u30f3\u30b8\u30f3\u306f\u4f3c\u305f\u3088\u3046\u306a\u65b0\u3057\u3044\u767a\u8a71\u3092\u5b66\u7fd2\u3057\u3001\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u53c8\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u767a\u8a71\u306f\u5b8c\u5168\u306a\u6587\u7ae0\u3067\u3042\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002ML\u306f\u30d5\u30ec\u30fc\u30ba\u304b\u3089\u3082\u5b66\u7fd2\u3067\u304d\u307e\u3059\u3002\u5b9f\u88c5\u3092\u8a08\u753b\u3057\u3066\u3044\u308b\u30a4\u30f3\u30c6\u30f3\u30c8\u3054\u3068\u306b\u5927\u304d\u306a\u8a00\u8a9e\u96c6\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u9032\u307f\u307e\u3059\u3002\u8a00\u8a9e\u96c6\u304c\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u305d\u308c\u3092\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\u9577\u671f\u7684\u306b\u306f\u3001\u6642\u9593\u306e\u304b\u304b\u3089\u306a\u3044\u7c21\u5358\u306a\u4ed6\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3059\u308b\u3088\u308a\u3082\u3001\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u96c6\u306e\u69cb\u7bc9\u306b\u6642\u9593\u3092\u8cbb\u3084\u3057\u3066ML\u3092\u4f7f\u7528\u3059\u308b\u65b9\u304c\u9069\u5207\u3067\u3059\u3002<\/p>\n<p>\u5927\u304d\u306a\u8a00\u8a9e\u96c6\u306e\u5b9a\u7fa9\u306f\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u5171\u901a\u6027\u3092\u6301\u305f\u305a\u306b\u4e92\u3044\u306b\u5927\u304d\u304f\u7570\u306a\u308a\u3001\u300c\u30d0\u30e9\u30f3\u30b9\u3092\u5165\u624b\u300d\u3084\u300c\u8cc7\u91d1\u3092\u79fb\u52d5\u300d\u306a\u3069\u306e\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u7406\u89e3\u3067\u304d\u308b\u5834\u5408\u306f\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u3054\u3068\u306b200\u301c300\u306e\u8a00\u8a9e\u96c6\u3067\u5341\u5206\u3067\u3059\u3002\u4f46\u3057\u3001\uff3b\u8cc7\u91d1\u3092\u79fb\u52d5\uff3d\u3068\uff3b\u8acb\u6c42\u66f8\u3092\u652f\u6255\u3046\uff3d\u306e\u3088\u3046\u306b\u610f\u56f3\u304c\u4e92\u3044\u306b\u8fd1\u3044\u5834\u5408\uff08\u901a\u5e38\u3001\u300c\u652f\u6255\u3044\u305f\u3044\u2026\u300d\u3068\u3044\u3046\u975e\u5e38\u306b\u3088\u304f\u4f3c\u305f\u767a\u8a71\u3067\u59cb\u307e\u308a\u307e\u3059\uff09\u3001\u8a00\u8a9e\u96c6\u306f1000\u4f4d\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u540c\u69d8\u306b\u3001\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u4f7f\u7528\u3092\u8a08\u753b\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u3053\u308c\u3089\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u30c7\u30fc\u30bf\u3092\u5927\u91cf\u306b\u6d88\u8cbb\u3059\u308b\u305f\u3081\u3001\u771f\u306e\u30dd\u30b8\u30c6\u30a3\u30d6\u3068\u771f\u306e\u30cd\u30ac\u30c6\u30a3\u30d6\u306e\u4e21\u65b9\u3092\u3088\u308a\u6b63\u78ba\u306b\u4e88\u6e2c\u3059\u308b\u306b\u306f\u3001\u3088\u308a\u591a\u304f\u306e\u30b5\u30f3\u30d7\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p><strong>\u30ca\u30ec\u30c3\u30b8\u53ce\u96c6\u30a8\u30f3\u30b8\u30f3<\/strong><\/p>\n<p>\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30bf\u30b9\u30af\u3088\u308a\u3082\u672c\u8cea\u7684\u306b\u554f\u3044\u5408\u308f\u305b\u306b\u4f3c\u3066\u3044\u308b\u5834\u5408\u3001\u307e\u305f\u306f\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5185\u306b\u3042\u308a\u3001\u30dc\u30c3\u30c8\u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304b\u3089\u30e6\u30fc\u30b6\u30fc\u554f\u3044\u5408\u308f\u305b\u306b\u5fdc\u7b54\u3059\u308b\u3088\u3046\u306b\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u9032\u307f\u307e\u3059\u3002\u30ca\u30ec\u30c3\u30b8\u53ce\u96c6\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5fdc\u3058\u3066\u30c0\u30a4\u30a2\u30ed\u30b0\u30bf\u30b9\u30af\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u305f\u3081\u306b\u3082\u4f7f\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u4e21\u5203\u306e\u5263\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n<p>\u30a4\u30f3\u30c6\u30f3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NLP\uff08\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff09\u306f\u3001\u81ea\u7136\u306a\u4f1a\u8a71\u304b\u3089\u610f\u56f3\u3068\u95a2\u9023\u60c5\u5831\u3092\u63a8\u6e2c\u3059\u308b\u30b5\u30a4\u30a8\u30f3\u30b9\u3067\u3059\u3002Kore.ai\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u4f1a\u8a71\u30d5\u30ed\u30fc\u306f\u3001\u30a2\u30af\u30b7\u30e7\u30f3\u3068\u5fdc\u7b54\u3092\u6c7a\u5b9a\u3059\u308b\u524d\u306b\u3001\u3055\u307e\u3056\u307e\u306aNLU\u30a8\u30f3\u30b8\u30f3\u3068\u4f1a\u8a71\u30a8\u30f3\u30b8\u30f3\u3092\u901a\u904e\u3057\u307e\u3059\u3002 \u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u3001Kore.ai\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u5185\u306eNLP\u30d5\u30ed\u30fc\u306e\u6982\u8981\u306e\u63d0\u4f9b\u3068\u3001\u958b\u767a\u8005\u3068\u3057\u3066\u305d\u306e\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u52b9\u7387\u7684\u3067\u6b63\u78ba\u306a\u30dc\u30c3\u30c8\u5fdc\u7b54\u3092\u5b9f\u73fe\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u65b9\u6cd5\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002 NLP Approach The Kore.ai Bots platform employs a multi-pronged approach to natural language, which combines the following three models for optimal outcomes: Fundamental Meaning: A computational linguistics approach that is built on ChatScript. The model analyzes the structure of a user\u2019s utterance to identify each word by meaning, position, conjugation, capitalization, plurality,...","protected":false},"author":17,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[68],"tags":[],"class_list":["post-26314","post","type-post","status-publish","format-standard","hentry","category-chatbot-overview"],"_links":{"self":[{"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/posts\/26314","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/comments?post=26314"}],"version-history":[{"count":7,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/posts\/26314\/revisions"}],"predecessor-version":[{"id":39999,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/posts\/26314\/revisions\/39999"}],"wp:attachment":[{"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/media?parent=26314"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/categories?post=26314"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/developer.kore.ai\/v10-1\/wp-json\/wp\/v2\/tags?post=26314"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}