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href=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20210218104839\/MIM.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-26873\" src=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20210218104839\/MIM.png\" alt=\"\" width=\"1091\" height=\"471\" \/><\/a><\/p>\n<\/div><\/div><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><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h3 id=\"add-utterance\"><span class=\"ez-toc-section\" id=\"%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%81%AE%E7%99%BA%E8%A9%B1%E3%81%AE%E8%BF%BD%E5%8A%A0\"><\/span>\u6a5f\u68b0\u5b66\u7fd2\u306e\u767a\u8a71\u306e\u8ffd\u52a0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4f53\u9a13\u5411\u4e0a\u306e\u305f\u3081\u306b\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30d0\u30fc\u30b8\u30e7\u30f38.1\u3067\u306fUI\u304c\u518d\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u30b5\u30f3\u30d7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u767a\u8a00\u3092\u8ffd\u52a0\u3059\u308bBot\u3092\u958b\u304d\u307e\u3059\u3002<\/li>\n<li>\u5de6\u30da\u30a4\u30f3\u304b\u3089\u3001<b>\u81ea\u7136\u8a00\u8a9e > \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/b>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/li>\n<li><b>\u6a5f\u68b0\u5b66\u7fd2\u306e\u767a\u8a71<\/b>\u30bf\u30d6\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<li>\u3059\u3079\u3066\u306e<strong>\u30a4\u30f3\u30c6\u30f3\u30c8<\/strong>\u4e00\u89a7\u304c\u63d0\u4f9b\u3055\u308c\u3001\u30d5\u30a3\u30eb\u30bf\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u8868\u793a\u9805\u76ee\u3092\u30c0\u30a4\u30a2\u30ed\u30b0\u3001\u30b5\u30d6\u30c0\u30a4\u30a2\u30ed\u30b0\u3001\u30b5\u30d6\u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u5236\u9650\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20210128121251\/ML-utterances1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image- 26616\" src=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20210128121251\/ML-utterances1.png\" alt=\"\" width=\"1359\" height=\"325\" \/><\/a ><\/li>\n<li>\u767a\u8a71\u3092\u8ffd\u52a0\u3059\u308b\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u30da\u30fc\u30b8\u304c\u958b\u304d\u307e\u3059\u3002<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20210128121327\/ML-utterances2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-26618\" src=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20210128121327\/ML-utterances2.png\" alt=\"\" width=\"1365\" height=\"335\" \/><\/a><\/li>\n<li>\u3053\u3061\u3089\u306b\u767a\u8a71\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u30cd\u30b2\u30fc\u30b7\u30e7\u30f3\u3092\u7121\u8996\u3057\u307e\u3059\u3002<br \/>\n\u4f8b\u3048\u3070\u3001\u300cFunds Transfer\u300d\u3068\u3044\u3046\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u767a\u8a71\u3092\u542b\u3080\u30d0\u30f3\u30ad\u30f3\u30b0Bot\u3092\u4f8b\u306b\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u305d\u306e\u5834\u5408\u3001\u300cMy account is debited even without doing <span style=\"text-decoration: underline;\">funds transfer<\/span>\u300d\u3068\u3044\u3046\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a00\u306f\u3001\u300cfunds transfer\u300d\u30bf\u30b9\u30af\u306e\u30c8\u30ea\u30ac\u30fc\u306b\u306f\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%90%8D%E5%89%8D%E4%BB%98%E3%81%8D%E3%82%A8%E3%83%B3%E3%83%86%E3%82%A3%E3%83%86%E3%82%A3%E3%81%AE%E8%AA%8D%E8%AD%98\"><\/span>\u540d\u524d\u4ed8\u304d\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u8a8d\u8b58<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30a4\u30f3\u30c6\u30f3\u30c8\u3068\u306f\u5225\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306e\u4e2d\u306b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u5b58\u5728\u3059\u308b\u5834\u5408\u306b\u306f\u3001\u305d\u308c\u3092\u8a8d\u8b58\u3059\u308b\u3088\u3046Bot\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u300cBook Flight from Hyderabad to Mumbai\u300d\u3068\u8a00\u3063\u305f\u5834\u5408\u3001\u300cBook Flight\u300d\u3068\u3044\u3046\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u8a8d\u8b58\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30d5\u30e9\u30a4\u30c8\u306e\u51fa\u767a\u5730\u3068\u76ee\u7684\u5730\u3082\u8a8d\u8b58\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u5185\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306b\u30de\u30fc\u30af\u3059\u308b\u3053\u3068\u3067\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5024\u3092\u9078\u629e\u3057\u3001\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u30ea\u30b9\u30c8\u304b\u3089\u5bfe\u5fdc\u3059\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3053\u3068\u3067\u3001\u767a\u8a71\u306e\u4e2d\u306b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u30de\u30fc\u30af\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20210128121414\/ML-utterances_suggest.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-26620\" src=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20210128121414\/ML-utterances_suggest.png\" alt=\"\" width=\"1305\" height=\"485\" \/><\/a><\/p>\n<p>\u3055\u3089\u306b\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u8b58\u5225\u3057\u3066\u30de\u30fc\u30af\u3092\u4ed8\u3051\u3088\u3046\u3068\u3057\u307e\u3059\u304c\u3001\u304a\u5ba2\u69d8\u306f\u3053\u308c\u3089\u306e\u63d0\u6848\u3092\u53d7\u3051\u5165\u308c\u308b\u304b\u7834\u68c4\u3059\u308b\u304b\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u4ee5\u4e0b\u306b\u57fa\u3065\u3044\u3066\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u8b58\u5225\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30b7\u30b9\u30c6\u30e0\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3<\/li>\n<li>\u5217\u6319\u307e\u305f\u306f\u30eb\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u3044\u305a\u308c\u304b\u306e\u9805\u76ee\u306e\u9759\u7684\u30ea\u30b9\u30c8<\/li>\n<li>NER\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u4e0a\u304b\u3089\uff09<\/li>\n<\/ul>\n<p>\u3053\u306e\u3088\u3046\u306b\u3057\u3066\u30de\u30fc\u30af\u3055\u308c\u305f\u305d\u308c\u305e\u308c\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u3064\u3044\u3066\u3001ML\u30a8\u30f3\u30b8\u30f3\u306b\u3088\u3063\u3066\u8b58\u5225\u3055\u308c\u305f\u4fe1\u983c\u5ea6\u30b9\u30b3\u30a2\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30ea\u30ea\u30fc\u30b98.0\u3067\u5c0e\u5165\u3055\u308c\u305f\u3082\u306e\u3067\u3001NER\u30e2\u30c7\u30eb\u3068\u3057\u3066\u6761\u4ef6\u4ed8\u304d\u30e9\u30f3\u30c0\u30e0\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u9078\u629e\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306b\u306e\u307f\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><a ref=\"magnificPopup\" href=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20210128121513\/ML-utterances_ner.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-26622\" src=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20210128121513\/ML-utterances_ner.png\" alt=\"\" width=\"1361\" height=\"501\" \/><\/a><br \/>\n\u3055\u3089\u306b\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0\u3092\u6709\u52b9\u306b\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u7528\u306e\u767a\u8a71\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5024\u3092\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u540d\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0\u306b\u7f6e\u304d\u63db\u3048\u3066ML\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3059\u3002\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5024\u3092\u5909\u66f4\u3057\u305f\u3060\u3051\u306e\u767a\u8a71\u3092\u8907\u6570\u56de\u8ffd\u52a0\u3057\u305f\u5834\u5408\u3068\u540c\u69d8\u306b\u3001\u5b9f\u969b\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5024\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001ML\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u306b\u60aa\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002\u307e\u305f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u540d\u3082\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa\u30e2\u30c7\u30eb\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002<\/p>\n<\/div><\/div><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><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><\/div><\/div>\n<h3 id=\"train\"><span class=\"ez-toc-section\" id=\"Bot%E3%81%AE%E3%83%88%E3%83%AC%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0\"><\/span>Bot\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a00\u3092\u8ffd\u52a0\u3057\u305f\u5f8c\u3001Kore.ai\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u767a\u8a71\u3068\u95a2\u9023\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u8a8d\u8b58\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Bot\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u306a\u3044\u306e\u767a\u8a71\u304c\u3042\u308b\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><em>\u300c\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u306a\u3044\u767a\u8a71\u304c\u3042\u308a\u307e\u3059\u3002\u30a8\u30f3\u30b8\u30f3\u304c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u306a\u3044\u9650\u308a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u306a\u3044\u767a\u8a71\u306b\u57fa\u3065\u304d\u3001Bot\u306f\u30a4\u30f3\u30c6\u30f3\u30c8\u304a\u3088\u3073\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u8b58\u5225\u3057\u307e\u305b\u3093\u3002\u3059\u3079\u3066\u306e\u767a\u8a71\u3067Bot\u3092\u66f4\u65b0\u3059\u308b\u306b\u306f\u3001[\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u300d<\/em><\/p>\n<p><strong>\u30e6\u30fc\u30b6\u30fc\u306e\u8a00\u8449<\/strong>\u30bb\u30af\u30b7\u30e7\u30f3\u306e<strong>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u767a\u8a71\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u9032\u6357\u72b6\u6cc1\u3092\u793a\u3059\u30b9\u30c6\u30fc\u30bf\u30b9\u30d0\u30fc\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u5b8c\u4e86\u3059\u308b\u3068\u3001<em>\u767a\u8a71\u306f\u6b63\u5e38\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u307e\u3057\u305f<\/em>\u3068\u3044\u3046\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u304c\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001ML\u30a8\u30f3\u30b8\u30f3\uff08\u30ea\u30ea\u30fc\u30b98.0\u4ee5\u964d\uff09\u3092\u8a2d\u5b9a\u3057\u305f\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306bBot\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u306a\u3044\u5358\u8a9e\u3001\u3064\u307e\u308aBot\u306e\u8a9e\u5f59\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306b\u30c0\u30df\u30fc\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u8b58\u5225\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/multisite.korebots.com\/v9-0\/docs\/bots\/nlp\/advanced-nlp-configurations\/?lang=ja\" target=\"_blank\" rel=\"noopener noreferrer\">\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3053\u3061\u3089\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044<\/a>\u3002<\/p>\n<p><a href=\"https:\/\/multisite.korebots.com\/v9-0\/uncategorised-ja\/testing-your-bot-with-nlp\/?lang=ja\">Learn how to test your bot<\/a>.<\/p>\n<h4>\u81ea\u52d5\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/h4>\n<p>\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u3001\u30bf\u30b9\u30af\u304c\u4ee5\u4e0b\u306e\u5834\u5408\u306b\u3001\u5b9a\u7fa9\u6e08\u307f\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306b\u5bfe\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u304c\u81ea\u52d5\u7684\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li><![CDATA[\u30b9\u30c6\u30fc\u30bf\u30b9\u304c <strong>\u9032\u884c\u4e2d<\/strong> \u304b\u3089 <strong>\u8a2d\u5b9a\u6e08\u307f<\/strong> \u306b\u5909\u66f4\u3055\u308c\u305f\u3002<\/li>\n\n\n\n\n<li>\u4ee5\u4e0b\u306e\u9805\u76ee\u304c\u66f4\u65b0\u3055\u308c\u305f\u3002\n\n\n<ul>\n\n\n<li>\u30bf\u30b9\u30af\u540d\u307e\u305f\u306f\u30a4\u30f3\u30c6\u30f3\u30c8\u540d<\/li>\n\n\n\n\n<li>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u540d\u307e\u305f\u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u540d<\/li>\n\n\n\n\n<li>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30bf\u30a4\u30d7<\/li>\n\n\n\n\n<li>Bot\u540d<\/li>\n\n\n<\/ul>\n\n\n<\/li>\n\n\n\n\n<li>\u516c\u958b\u3055\u308c\u305f\u3002<\/li>\n\n\n\n\n<li>Bot\u7ba1\u7406\u8005\u306b\u3088\u3063\u3066\u4e00\u6642\u505c\u6b62\u3055\u308c\u305f\u3002<\/li>\n\n\n\n\n<li>Bot\u7ba1\u7406\u8005\u306b\u3088\u3063\u3066\u524a\u9664\u3055\u308c\u305f\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<p>\u81ea\u52d5\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306eBot\u30d3\u30eb\u30c0\u30fc\u3067\u306f\u3001\u81ea\u52d5\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u5b8c\u4e86\u3059\u308b\u524d\u306bBot\u306e\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3057\u3088\u3046\u3068\u3057\u305f\u5834\u5408\u3001<em>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u3092\u8b58\u5225\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093<\/em>\u3068\u3044\u3046\u8b66\u544a\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\n\n\n\n\n<p>\u81ea\u52d5\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n<ol>\n\n\n<li>\u8a2d\u5b9a\u3092\u5909\u66f4\u3059\u308bBot\u3092\u958b\u304d\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u30b5\u30a4\u30c9\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u30d1\u30cd\u30eb\u306b\u30ab\u30fc\u30bd\u30eb\u3092\u5408\u308f\u305b\u3001<b>\u81ea\u7136\u8a00\u8a9e > \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/b>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/li>\n\n\n\n\n<li><b>\u8a73\u7d30\u8a2d\u5b9a<\/b>\u30bf\u30d6\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u8981\u4ef6\u306b\u5fdc\u3058\u3066<strong>\u81ea\u52d5\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/strong>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6709\u52b9\u307e\u305f\u306f\u7121\u52b9\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n[\/vc_column_text][us_separator size=\"small\" show_line=\"1\"][vc_column_text]\n\n\n\n\n<h4>\u30cd\u30ac\u30c6\u30a3\u30d6\u30d1\u30bf\u30fc\u30f3s<\/h4>\n\n\n\n\n<p>\u30cd\u30ac\u30c6\u30a3\u30d6\u30d1\u30bf\u30fc\u30f3\u306f\u3001\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30df\u30fc\u30cb\u30f3\u30b0\u3084\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u691c\u51fa\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u6392\u9664\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/multisite.korebots.com\/v9-0\/uncategorised\/fundamental-meaning\/?lang=ja#Negative_Patterns\">\u8a73\u7d30\u306f\u3053\u3061\u3089\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044<\/a>\u3002[\/vc_column_text][us_separator size=\"small\" show_line=\"1\"][vc_column_text]\n\n\n\n\n<h3 id=\"config\"><span class=\"ez-toc-section\" id=\"%E3%81%97%E3%81%8D%E3%81%84%E5%80%A4%E3%81%8A%E3%82%88%E3%81%B3%E8%A8%AD%E5%AE%9A\"><\/span>\u3057\u304d\u3044\u5024\u304a\u3088\u3073\u8a2d\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n\n<p>\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb \u30df\u30fc\u30cb\u30f3\u30b0\u3001\u30ca\u30ec\u30c3\u30b8 \u30b0\u30e9\u30d5\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e 3 \u3064\u306e NLP \u30a8\u30f3\u30b8\u30f3\u306b\u3057\u304d\u3044\u5024\u304a\u3088\u3073\u8a2d\u5b9a\u3092\u6307\u5b9a\u3057\u3066\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u3092\u56f3\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u3089\u306f [\u81ea\u7136\u8a00\u8a9e] > [\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0] > [\u3057\u304d\u3044\u5024\u304a\u3088\u3073\u8a2d\u5b9a] \u3067\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n<p><strong>\u30e1\u30e2:<\/strong>: \u30dc\u30c3\u30c8\u304c\u591a\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u8a00\u8a9e\u3054\u3068\u306b\u3057\u304d\u3044\u5024\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u8a2d\u5b9a\u3057\u306a\u3044\u5834\u5408\u306f\u3001\u3059\u3079\u3066\u306e\u8a00\u8a9e\u306b\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8a2d\u5b9a\u304c\u9069\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30f3\u306e\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n\n<h4>\u6a5f\u68b0\u5b66\u7fd2<\/h4>\n\n\n\n\n<p>\u30dc\u30c3\u30c8 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 \u30d0\u30fc\u30b8\u30e7\u30f3 6.3 \u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c v3 \u306b\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u306b\u306f\u6539\u826f\u70b9\u304c\u591a\u6570\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u4f7f\u7528\u3057\u3066\u3001\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u306b\u5408\u308f\u305b\u3066\u30e2\u30c7\u30eb\u3092\u5fae\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u958b\u767a\u8005\u306f\u30b9\u30c8\u30c3\u30d7 \u30ef\u30fc\u30c9\u3084\u540c\u7fa9\u8a9e\u306e\u4f7f\u7528\u3001\u3057\u304d\u3044\u5024\u3001N \u30b0\u30e9\u30e0\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u5909\u66f4\u3057\u305f\u308a\u3001\u56fa\u6709\u8868\u73fe\u8a8d\u8b58 (NER) \u30e2\u30c7\u30eb\u306b\u30c7\u30a3\u30fc\u30d7 \u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u307e\u305f\u306f\u6761\u4ef6\u4ed8\u304d\u30e9\u30f3\u30c0\u30e0 \u30d5\u30a3\u30fc\u30eb\u30c9 \u30d9\u30fc\u30b9\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9078\u629e\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n<p>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e v8.0 \u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a4\u30f3\u30c6\u30f3\u30c8 \u30e2\u30c7\u30eb\u306e v5 \u3092\u4f7f\u7528\u3057\u3066\u3001\u3044\u304f\u3064\u304b\u306e\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u5916\u90e8\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u3053\u308c\u306f\u8a73\u7d30 NLP \u8a2d\u5b9a\u3067\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/multisite.korebots.com\/v9-0\/docs\/bots\/nlp\/advanced-nlp-configurations\/?lang=ja\" target=\"_blank\" rel=\"noopener noreferrer\">\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044<\/a>.<\/p>\n\n\n\n\n<p>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e v8.1 \u3067\u306f\u3001\u8907\u6570\u30a4\u30f3\u30c6\u30f3\u30c8 \u30e2\u30c7\u30eb\u6a5f\u80fd\u304c\u5c0e\u5165\u3055\u308c\u307e\u3057\u305f\u3002 \u300c\u8907\u6570\u30a4\u30f3\u30c6\u30f3\u30c8 \u30e2\u30c7\u30eb\u300d\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30f3\u306f\u30dc\u30c3\u30c8\u306e\u8907\u6570\u30a4\u30f3\u30c6\u30f3\u30c8 \u30e2\u30c7\u30eb\u3092\u6b21\u306e\u3088\u3046\u306b\u7ba1\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n\n<ul>\n\n\n<li>\u30d7\u30e9\u30a4\u30de\u30ea \u30c0\u30a4\u30a2\u30ed\u30b0 \u30a4\u30f3\u30c6\u30f3\u30c8\u3084\u901a\u77e5\u30bf\u30b9\u30af \u30a4\u30f3\u30c6\u30f3\u30c8\u306a\u3069\u306e\u30dc\u30c3\u30c8\u306e\u3059\u3079\u3066\u306e\u30d7\u30e9\u30a4\u30de\u30ea \u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u542b\u3080\u3001\u30dc\u30c3\u30c8 \u30ec\u30d9\u30eb\u306e\u30a4\u30f3\u30c6\u30f3\u30c8 \u30e2\u30c7\u30eb\u3067\u3059\u3002<\/li>\n\n\n\n\n<li>\u30c0\u30a4\u30a2\u30ed\u30b0 \u30a4\u30f3\u30c6\u30f3\u30c8 \u30e2\u30c7\u30eb &#8211; \u30c0\u30a4\u30a2\u30ed\u30b0\u306e\u5b9a\u7fa9\u306b\u8ffd\u52a0\u3055\u308c\u305f\u30b5\u30d6\u30a4\u30f3\u30c6\u30f3\u30c8 \u30ce\u30fc\u30c9\u3001\u30b0\u30eb\u30fc\u30d7 \u30ce\u30fc\u30c9\u306e\u4e00\u90e8\u3068\u3057\u3066\u30b9\u30b3\u30fc\u30d4\u30f3\u30b0\u3055\u308c\u305f\u30b5\u30d6\u30a4\u30f3\u30c6\u30f3\u30c8\u3001\u30c0\u30a4\u30a2\u30ed\u30b0\u306e\u5b9a\u7fa9\u306b\u8ffd\u52a0\u3055\u308c\u305f\u5272\u308a\u8fbc\u307f\u306e\u4f8b\u5916\u3092\u542b\u3080\u3001\u3059\u3079\u3066\u306e\u30d7\u30e9\u30a4\u30de\u30ea \u30c0\u30a4\u30a2\u30ed\u30b0 \u30a4\u30f3\u30c6\u30f3\u30c8\u3068\u30b5\u30d6\u30c0\u30a4\u30a2\u30ed\u30b0 \u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u4e00\u3064\u305a\u3064\u6307\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<p>\u3057\u304d\u3044\u5024\u304a\u3088\u3073\u8a2d\u5b9a\u3067\u3001\u30a4\u30f3\u30c6\u30f3\u30c8 \u30e2\u30c7\u30eb\u3054\u3068\u306b\u500b\u5225\u306b\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u4ee5\u4e0b\u3092\u542b\u307f\u307e\u3059\u3002<\/p>\n\n\n\n\n<ul>\n\n\n<li>\u3057\u304d\u3044\u5024\u304a\u3088\u3073\u8a2d\u5b9a\u4ee5\u4e0b\u306e\u8a2d\u5b9a &#8211; \u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u89e3\u8aac\u3055\u308c\u3066\u3044\u308b\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30f3<\/li>\n\n\n\n\n<li><a href=\"https:\/\/multisite.korebots.com\/v9-0\/docs\/bots\/nlp\/advanced-nlp-configurations\/?lang=ja\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u3061\u3089\u3067\u8a73\u3057\u304f\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u3001\u8a73\u7d30 NLP \u30a8\u30f3\u30b8\u30f3\u8a2d\u5b9a\u4ee5\u4e0b\u306e\u3059\u3079\u3066\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30f3\u8a2d\u5b9a <\/a>.<\/li>\n\n\n<\/ul>\n\n\n\n\n[\/vc_column_text][vc_column_text]\n\n\n\n\n<h3 id=\"config\"><span class=\"ez-toc-section\" id=\"%E3%81%97%E3%81%8D%E3%81%84%E5%80%A4%E3%81%A8%E8%A8%AD%E5%AE%9A\"><\/span>\u3057\u304d\u3044\u5024\u3068\u8a2d\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3044\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u3001FM\u3001KG\u3001ML\u306e3\u3064\u306eNLP\u30a8\u30f3\u30b8\u30f3\u3059\u3079\u3066\u306b\u5bfe\u3057\u3066\u3001\u3057\u304d\u3044\u5024\u3068\u8a2d\u5b9a\u5024\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u306f\u3001<strong>\u81ea\u7136\u8a00\u8a9e > \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 > \u3057\u304d\u3044\u5024\u3068\u8a2d\u5b9a<\/strong>\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n<p><strong>\u6ce8<\/strong>\uff1aBot\u304c\u591a\u8a00\u8a9e\u306e\u5834\u5408\u3001\u8a00\u8a9e\u3054\u3068\u306b\u7570\u306a\u308b\u3057\u304d\u3044\u5024\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001\u3059\u3079\u3066\u306e\u8a00\u8a9e\u3067\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n\n<p>ML\u30a8\u30f3\u30b8\u30f3\u306e\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u8a73\u8ff0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n\n<h4>\u6a5f\u68b0\u5b66\u7fd2<\/h4>\n\n\n\n\n<p>Bot\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30d0\u30fc\u30b8\u30e7\u30f36.3\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30e2\u30c7\u30eb\u304c\u30d0\u30fc\u30b8\u30e7\u30f33\u306b\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u306f\u591a\u304f\u306e\u6539\u5584\u70b9\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u306f\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u306b\u5408\u308f\u305b\u3066\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u5fae\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u958b\u767a\u8005\u306f\u3001\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306e\u4f7f\u7528\u3001\u540c\u7fa9\u8a9e\u306e\u4f7f\u7528\u3001\u3057\u304d\u3044\u5024\u3001n-grams\u306a\u3069\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5909\u66f4\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001<a href=\"https:\/\/en.wikipedia.org\/wiki\/Named-entity_recognition\">\u540d\u524d\u4ed8\u304d\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u8a8d\u8b58\uff08NER\uff09<\/a>\u30e2\u30c7\u30eb\u306e<a href=\"https:\/\/en.wikipedia.org\/wiki\/Deep_learning#Deep_neural_networks\">\u6df1\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/a>\u307e\u305f\u306f<a href=\"https:\/\/en.wikipedia.org\/wiki\/Conditional_random_field\">\u6761\u4ef6\u4ed8\u304d\u30e9\u30f3\u30c0\u30e0\u30d5\u30a3\u30fc\u30eb\u30c9\u30d9\u30fc\u30b9<\/a>\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n<p>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30d0\u30fc\u30b8\u30e7\u30f38.0\u3067\u306f\u3001ML\u30a4\u30f3\u30c6\u30f3\u30c8\u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f35\u3092\u4f7f\u7528\u3057\u3001\u3044\u304f\u3064\u304b\u306e\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5916\u90e8\u5316\u3059\u308b\u305f\u3081\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u304c\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001NLP\u306e\u8a73\u7d30\u8a2d\u5b9a\u304b\u3089\u884c\u3048\u307e\u3059\u3002<br \/>\n<ahref = \"\/ docs \/ bots \/ nlp \/ advanced-nlp-configurations \/\" target = \"_ blank\" rel = \"noopenernoreferrer\">\u8a73\u7d30\u306f\u3053\u3061\u3089\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044<\/a>\u3002<\/p>\n\n\n\n\n<h4 id=\"ml-parameters\">\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a2d\u5b9a<\/h4>\n\n\n\n\n<p>Bot\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u304a\u5ba2\u69d8\u306eBot\u306eML\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u95a2\u9023\u3059\u308b\u4ee5\u4e0b\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u3001\u8a00\u8a9e\u3054\u3068\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u5024\u3092\u9069\u7528\u3057\u307e\u3059\u3002\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n\n<p><a ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/thresholds-ML.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-16594\" src=\"\/wp-content\/uploads\/sites\/22\/thresholds-ML.png\" alt=\"\" width=\"820\" height=\"461\" \/><\/a><\/p>\n\n\n\n\n<h5>Bot\u306e\u540c\u7fa9\u8a9e<\/h5>\n\n\n\n\n<p>\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u3053\u306e\u8a2d\u5b9a\u306f<b>\u7121\u52b9<\/b>\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002ML\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306b\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u540c\u7fa9\u8a9e\u3092\u8003\u616e\u3057\u305f\u3044\u5834\u5408\u306b\u306f\u3001\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6709\u52b9\u306b\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<\/p>\n\n\n\n\n<h5>\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9<\/h5>\n\n\n\n\n<p>\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u3053\u306e\u8a2d\u5b9a\u306f<b>\u7121\u52b9<\/b>\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002ML\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u3044\u308b\u767a\u8a71\u5185\u306e\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u3092\u524a\u9664\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6709\u52b9\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n\n<h5>ML\u78ba\u5b9a\u30b9\u30b3\u30a2<\/h5>\n\n\n\n\n<p>\u5b8c\u5168\u4e00\u81f4\u306e\u3057\u304d\u3044\u5024\u30b9\u30b3\u30a2\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u300280\u301c100\uff05\u306e\u5024\u306b\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n<h5 id=\"feature_extraction\">\u7279\u5fb4\u62bd\u51fa<\/h5>\n\n\n\n\n<p>\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\uff08\u30d0\u30fc\u30b8\u30e7\u30f38.0\u3067\u5c0e\u5165\uff09\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001ML\u30a4\u30f3\u30c6\u30f3\u30c8\u30e2\u30c7\u30eb\u3092\u512a\u5148\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>n-gram<\/strong> &#8211; \u3053\u308c\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8a2d\u5b9a\u3067\u3042\u308a\u3001\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6587\u304b\u3089\u4f7f\u7528\u3055\u308c\u308b\u5358\u8a9e\u306e\u9023\u7d9a\u30b7\u30fc\u30b1\u30f3\u30b9\u3092\u5b9a\u7fa9\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u767a\u8a71\u304c<em>Generate sales forecast report<\/em>\u3067\u3001n-gram\u30922\u306b\u8a2d\u5b9a\u3057\u305f\u5834\u5408\u3001<em>Generate sales<\/em>\u3001<em>Sales forecast<\/em>\u3001<em>Forecast report<\/em>\u304c\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002n-gram\u30923\u306b\u8a2d\u5b9a\u3057\u305f\u5834\u5408\u306b\u306f\u3001<em>Generate sales forecast<\/em>\u304a\u3088\u3073<em>Sales forecast report<\/em>\u304c\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<br \/>\n<strong>n-gram\u30b7\u30fc\u30b1\u30f3\u30b9\u9577<\/strong>\u3092\u4f7f\u7528\u3057\u3066n-gram\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002n-gram\u306e\u6700\u5c0f\u5024\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u30671\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002 \u6700\u59274\u307e\u3067\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n\n<li><strong>Skip-gram<\/strong> &#8211; \u30b3\u30fc\u30d1\u30b9\u304c\u975e\u5e38\u306b\u9650\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u3084\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6587\u306e\u5358\u8a9e\u6570\u304c\u5c11\u306a\u3044\u5834\u5408\u306f\u3001\u4e00\u822c\u7684\u306bSkip-gram\u306e\u65b9\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u305f\u3081\u306b\u306f\u3001\u4ee5\u4e0b\u3092\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n\n<ul>\n\n\n<li><strong>\u30b7\u30fc\u30b1\u30f3\u30b9\u9577<\/strong> &#8211; Skip-gram\u30b7\u30fc\u30b1\u30f3\u30b9\u306e\u9577\u3055\u3067\u3001\u6700\u5c0f\u5024\u306f2\u3001\u6700\u5927\u5024\u306f4\u3067\u3059\u3002<\/li>\n\n\n\n\n<li><strong>\u6700\u5927\u30b9\u30ad\u30c3\u30d7\u30c7\u30a3\u30b9\u30bf\u30f3\u30b9<\/strong> &#8211; \u30b0\u30e9\u30e0\u3092\u5f62\u6210\u3059\u308b\u305f\u3081\u306b\u30b9\u30ad\u30c3\u30d7\u3059\u308b\u6700\u5927\u5358\u8a9e\u6570\u3067\u3001\u6700\u5c0f\u5024\u306f1\u3001\u6700\u5927\u5024\u306f3\u3067\u3059\u3002<\/li>\n\n\n<\/ul>\n\n\n<\/li>\n\n\n<\/ul>\n\n\n\n\n<h5>ML\u3057\u304d\u3044\u5024<\/h5>\n\n\n\n\n<p>\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u4e00\u81f4\u306e\u53ef\u80fd\u6027\u306e\u3042\u308b\u3082\u306e\u3068\u3057\u3066\u8a8d\u5b9a\u3059\u308b\u305f\u3081\u306e\u6700\u5c0fML\u30b9\u30b3\u30a2\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002ML\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306b\u3064\u3044\u3066\u306e\u8a73\u7d30\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n\n<h5>NER\u30e2\u30c7\u30eb<\/h5>\n\n\n\n\n<p>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u691c\u51fa\u306b\u4f7f\u7528\u3059\u308bNER\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n\n<div class=\"alert alert-info\"><b>\u6ce8<\/b>\uff1a<b>CRF<\/b>\u30e2\u30c7\u30eb\u306f\u3059\u3079\u3066\u306e\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001<b>\u6df1\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/b>\u30e2\u30c7\u30eb\u306f\u82f1\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u9078\u629e\u3057\u305fBot\u306e\u8a00\u8a9e\u304c\u6df1\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306b\u306e\u307f\u3001\u753b\u9762\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/div>\n\n\n\n\n<div><\/div>\n\n\n\n\n<h5>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0<\/h5>\n\n\n\n\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u97f3\u58f0\u5185\u306b\u5b58\u5728\u3059\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5024\u3092\u3001\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5bfe\u5fdc\u3059\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n\n<h5 id=\"ML-upgrade\">ML\u30e2\u30c7\u30eb\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9<\/h5>\n\n\n\n\n<p>\u65b0\u3057\u304f\u4f5c\u6210\u3055\u308c\u305fBot\u306f\u3059\u3079\u3066\u3001\u65b0\u3057\u3044ML\u30e2\u30c7\u30eb\u3092\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u4f7f\u7528\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306f\u3001\u53e4\u3044Bot\u306eML\u30e2\u30c7\u30eb\u3092\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3057\u305f\u308a\u3001\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066Bot\u306e\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30b0\u30ec\u30fc\u30c9\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\nBot\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u4ee5\u524d\u306e\u30e2\u30c7\u30eb\u306eML\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u65b9\u6cd5\u3067\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n<ol>\n\n\n<li>ML\u30e2\u30c7\u30eb\u3092\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308bBot\u3092\u958b\u304d\u3001<b>\u81ea\u7136\u8a00\u8a9e > \u8a73\u7d30\u8a2d\u5b9a<\/b>\u306b\u9032\u307f\u307e\u3059\u3002<\/li>\n\n\n\n\n<li><b>\u6a5f\u68b0\u5b66\u7fd2<\/b>\u3092\u5c55\u958b\u3057\u307e\u3059\u3002ML\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30bb\u30af\u30b7\u30e7\u30f3\u3067<b>\u4eca\u3059\u3050\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9<\/b>\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u78ba\u8a8d\u30a6\u30a3\u30f3\u30c9\u30a6\u304c\u958b\u304d\u307e\u3059\u3002<a ref=\"magnificPopup\" href=\"\/wp-content\/uploads\/sites\/22\/Uprade-now-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-17251\" src=\"\/wp-content\/uploads\/sites\/22\/Uprade-now-1.png\" alt=\"\" width=\"820\" height=\"461\" \/><\/a><\/li>\n\n\n\n\n<li><b>\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/b>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30bb\u30af\u30b7\u30e7\u30f3\u306e\u4e0b\u306b\u65b0\u3057\u3044\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-15479\" src=\"\/wp-content\/uploads\/sites\/22\/Upgrade.png\" alt=\"\" width=\"362\" height=\"210\" \/><\/li>\n\n\n<\/ol>\n\n\n\n\n<p>\u307e\u305f\u3001<b>\u53e4\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u7f6e\u304d\u63db\u3048\u308b<\/b>\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001ML\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30b0\u30ec\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u53e4\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306eML\u30e2\u30c7\u30eb\u306f\u30b5\u30dd\u30fc\u30c8\u7d42\u4e86\u3068\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u306b\u3054\u6ce8\u610f\u304f\u3060\u3055\u3044\u3002\u7d99\u7d9a\u7684\u306a\u30b5\u30dd\u30fc\u30c8\u304a\u3088\u3073\u4eca\u5f8c\u306e\u6a5f\u80fd\u5f37\u5316\u3092\u53d7\u3051\u308b\u305f\u3081\u306b\u306f\u3001\u6700\u65b0\u7248\u3092\u3054\u5229\u7528\u3044\u305f\u3060\u304f\u3053\u3068\u3092\u5f37\u304f\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n\n<p><b>\u6ce8\uff1a<\/b>\u65e7\u30e2\u30c7\u30eb\uff08\u30d0\u30fc\u30b8\u30e7\u30f32\uff09\u3092\u4f7f\u7528\u3057\u3066Bot\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u3001\u65b0\u3057\u3044Bot\u3068\u3057\u3066\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u305f\u5834\u5408\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308b\u307e\u3067\u306f\u30d0\u30fc\u30b8\u30e7\u30f32\u30e2\u30c7\u30eb\u306e\u307e\u307e\u3067\u3059\u3002[\/vc_column_text][us_separator show_line=\"1\"][vc_column_text]\n\n\n\n\n<h3 id=\"import-export\"><span class=\"ez-toc-section\" id=\"%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%81%AE%E7%99%BA%E8%A9%B1%E3%81%AE%E3%82%A8%E3%82%AF%E3%82%B9%E3%83%9D%E3%83%BC%E3%83%88%E3%81%A8%E3%82%A4%E3%83%B3%E3%83%9D%E3%83%BC%E3%83%88\"><\/span>\u6a5f\u68b0\u5b66\u7fd2\u306e\u767a\u8a71\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3068\u30a4\u30f3\u30dd\u30fc\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n\n<p>Bot\u306eML\u767a\u8a71\u3092CSV\u3084JSON\u5f62\u5f0f\u3067\u5225\u306eBot\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u305f\u308a\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u30bf\u30b9\u30af\u306f\u300c\u958b\u767a\u4e2d\u300d\u3068\u300c\u516c\u958b\u6e08\u307f\u300d\u306e\u3069\u3061\u3089\u304b\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u767a\u8a71\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u3068\u3001Bot\u5185\u306e\u30bf\u30b9\u30af\u306e\u6700\u65b0\u306e\u30b3\u30d4\u30fc\u304c\u5e38\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n\n<h4>ML\u767a\u8a71\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u307e\u305f\u306f\u30a4\u30f3\u30dd\u30fc\u30c8\u65b9\u6cd5<\/h4>\n\n\n\n\n<ol>\n\n\n<li>Bot\u306e\u30e1\u30cb\u30e5\u30fc\u3067<b>\u81ea\u7136\u8a00\u8a9e > \u6a5f\u68b0\u5b66\u7fd2\u306e\u767a\u8a71<\/b>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306fBot\u306eML\u767a\u8a71\u306e\u300c\u958b\u767a\u4e2d\u300d\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u300c\u516c\u958b\u6e08\u307f\u300d\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u767a\u8a71\u3092\u78ba\u8a8d\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u30a6\u30a3\u30f3\u30c9\u30a6\u306e\u53f3\u4e0a\u306b\u3042\u308b<b>\u516c\u958b\u6e08\u307f<\/b>\u306b\u5207\u308a\u66ff\u3048\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\n\n<div class=\"alert alert-info\"><b>\u6ce8<\/b>\uff1aML\u767a\u8a71\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306f\u3001\u4ee5\u4e0b\u306e\u300c\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u6e08\u307f\u306e\u767a\u8a71\u306e\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u3068\u52d5\u4f5c\u300d\u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u3053\u306e\u9078\u629e\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/div>\n\n\n<\/li>\n\n\n\n\n<li>\u30aa\u30d7\u30b7\u30e7\u30f3\u30a2\u30a4\u30b3\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3057\u307e\u3059\u3002\n\n\n<ul>\n\n\n<li><b>\u30a4\u30f3\u30dd\u30fc\u30c8<\/b>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u767a\u8a71\u3092\u542b\u3080CSV\u30d5\u30a1\u30a4\u30eb\u307e\u305f\u306fJSON\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"#viu\">\u30a4\u30f3\u30dd\u30fc\u30c8\u6e08\u307f\u306e\u767a\u8a71\u306e\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u3068\u52d5\u4f5c<\/a>\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n\n<li><b>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/b>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001CSV\u5f62\u5f0f\u307e\u305f\u306fJSON\u5f62\u5f0f\u3092\u9078\u629e\u3057\u3066\u767a\u8a71\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e<a href=\"#veu\">\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u6e08\u307f\u306e\u767a\u8a71\u306e\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u3068\u52d5\u4f5c<\/a>\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n<\/ul>\n\n\n<\/li>\n\n\n<\/ol>\n\n\n\n\n<h4 id=\"viu\">\u30a4\u30f3\u30dd\u30fc\u30c8\u6e08\u307f\u306e\u767a\u8a71\u306e\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u3068\u52d5\u4f5c<\/h4>\n\n\n\n\n<ul>\n\n\n<li>\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u305fCSV\/JSON\u5f62\u5f0f\u306e\u767a\u8a71\u306f\u3001\u30bf\u30b9\u30af\u306e<i>\u6700\u65b0\u306e\u30b3\u30d4\u30fc<\/i>\u306b\u5b58\u5728\u3059\u308b\u767a\u8a71\u306b\u3001\u5b8c\u5168\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u30bf\u30b9\u30af\u304c\u8a2d\u5b9a\u6e08\u307f\u30b9\u30c6\u30fc\u30bf\u30b9\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3001\u30bf\u30b9\u30af\u5185\u306e\u767a\u8a71\u306f\u3001\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u306b\u5b58\u5728\u3059\u308b\u30bf\u30b9\u30af\u306e\u65b0\u3057\u3044\u767a\u8a71\u306b\u3001\u5b8c\u5168\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u30bf\u30b9\u30af\u304c<i>\u9032\u884c\u4e2d\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9<\/i>\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3001\u30bf\u30b9\u30af\u306b\u95a2\u9023\u3059\u308b\u767a\u8a71\u306f\u3001\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u306b\u5b58\u5728\u3059\u308b\u30bf\u30b9\u30af\u306e\u767a\u8a71\u306b\u5b8c\u5168\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u3059\u3002\u30bf\u30b9\u30af\u306e<i>\u516c\u958b\u6e08\u307f<\/i>\u30b3\u30d4\u30fc\u306e\u767a\u8a71\u306f\u5f71\u97ff\u3092\u53d7\u3051\u307e\u305b\u3093\u3002<\/li>\n\n\n\n\n<li>\u30bf\u30b9\u30af\u304c<i>\u516c\u958b\u6e08\u307f<\/i>\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3001\u30bf\u30b9\u30af\u306e<i>\u9032\u884c\u4e2d\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9<\/i>\u306e\u30b3\u30d4\u30fc\u304c\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u4f5c\u6210\u3055\u308c\u3001\u30a4\u30f3\u30dd\u30fc\u30c8\u6e08\u307f\u30d5\u30a1\u30a4\u30eb\u306b\u5b58\u5728\u3059\u308b\u65b0\u3057\u3044\u767a\u8a71\u304c\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3055\u308c\u305f\u30b3\u30d4\u30fc\u306b\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002\u30bf\u30b9\u30af\u306e\u516c\u958b\u6e08\u307f\u306e\u30b3\u30d4\u30fc\u306e\u767a\u8a71\u306f\u5f71\u97ff\u3092\u53d7\u3051\u307e\u305b\u3093\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h4 id=\"veu\">\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u6e08\u307f\u306e\u767a\u8a71\u306e\u30d0\u30fc\u30b8\u30e7\u30cb\u30f3\u30b0\u3068\u52d5\u4f5c<\/h4>\n\n\n\n\n<ul>\n\n\n<li>Bot\u306e\u767a\u8a71\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u3068\u3001\u30a2\u30e9\u30fc\u30c8\u3001\u30a2\u30af\u30b7\u30e7\u30f3\u3001\u60c5\u5831\u3001\u30c0\u30a4\u30a2\u30ed\u30b0\u306a\u3069\u3001\u3059\u3079\u3066\u306e\u30bf\u30b9\u30af\u30bf\u30a4\u30d7\u306b\u95a2\u9023\u3059\u308b\u3059\u3079\u3066\u306e\u767a\u8a71\u304c\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>Bot\u306e<i>\u958b\u767a\u4e2d<\/i>\u30b3\u30d4\u30fc\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u3068\u3001\u6700\u65b0\u306e\u5229\u7528\u53ef\u80fd\u306a\u30b3\u30d4\u30fc\u5185\u306b\u3042\u308b\u3059\u3079\u3066\u306e\u30bf\u30b9\u30af\u306e\u767a\u8a71\u304c\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>Bot\u306e<i>\u516c\u958b\u6e08\u307f<\/i>\u306e\u30b3\u30d4\u30fc\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u3068\u3001\u516c\u958b\u6e08\u307f\u306b\u306a\u3063\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u767a\u8a71\u304c\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u591a\u8a00\u8a9eBot\u306e\u5834\u5408\u3001\u767a\u8a71\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306f\u9078\u629e\u3057\u305fBot\u306e\u8a00\u8a9e\u306b\u5bfe\u3057\u3066\u306e\u307f\u884c\u308f\u308c\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u767a\u8a71\u306eJSON\u3078\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306b\u306f\u30bf\u30b9\u30af\u306b\u5b58\u5728\u3059\u308bNER\u30bf\u30b0\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u304c\u3001CSV\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306b\u306f\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n[\/vc_column_text][us_separator size=\"small\" show_line=\"1\"][vc_column_text]\n\n\n\n\n<h3 id=\"recommendations\"><span class=\"ez-toc-section\" id=\"ML%E3%83%88%E3%83%AC%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0%E3%81%AE%E6%8E%A8%E5%A5%A8%E4%BA%8B%E9%A0%85\"><\/span>ML\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u63a8\u5968\u4e8b\u9805<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n\n<ul>\n\n\n<li><em>\u30dc\u30c3\u30c8\u304c\u691c\u51fa\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3059\u3079\u3066\u306e\u610f\u56f3\u306b\u5bfe\u3057\u3066\u3001\u30d0\u30e9\u30f3\u30b9\u306e\u3068\u308c\u305f\u8a13\u7df4\u3092\u4e0e\u3048\u3001\u307b\u307c\u540c\u3058\u6570\u306e\u30b5\u30f3\u30d7\u30eb\u767a\u8a00\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\u504f\u5411\u3057\u305f\u30e2\u30c7\u30eb\u306f\u504f\u5411\u3057\u305f\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u305d\u308c\u305e\u308c\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u5bfe\u3057\u3066<em>\u5c11\u306a\u304f\u3068\u30828\uff5e10\u306e\u30b5\u30f3\u30d7\u30eb\u767a\u8a71\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u767a\u8a71\u306e\u6570\u304c1\uff5e2\u3057\u304b\u306a\u3044\u30e2\u30c7\u30eb\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u52b9\u679c\u306f\u5f97\u3089\u308c\u307e\u305b\u3093\u3002\u767a\u8a71\u306f\u591a\u69d8\u306a\u3082\u306e\u306b\u3057\u3001\u540c\u3058\u5358\u8a9e\u3092\u7570\u306a\u308b\u9806\u5e8f\u3067\u4f7f\u7528\u3059\u308b\u3088\u3046\u306a\u767a\u8a71\u306f\u63d0\u4f9b\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u4f8b\u3048\u3070\u300cI want to\u300d\u306a\u3069\u3001\u3059\u3079\u3066\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u9069\u7528\u3055\u308c\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b<em>\u4e00\u822c\u7684\u306a\u30d5\u30ec\u30fc\u30ba<\/em>\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3088\u308a\u591a\u304f\u306e\u591a\u69d8\u6027\u3068\u5b66\u7fd2\u306e\u305f\u3081\u306b\u3001\u767a\u8a71\u3092\u5909\u5316\u3055\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u5909\u66f4\u306e\u305f\u3073\u306b\u3001<em>\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/em>\u3057\u3001\u30e2\u30c7\u30eb\u306e\u30c1\u30a7\u30c3\u30af\u3092\u884c\u3044\u307e\u3059\u3002ML\u30e2\u30c7\u30eb\u306e\u3059\u3079\u3066\u306e\u30c9\u30c3\u30c8\u304c\u5bfe\u89d2\uff08\u771f\u6b63\u304a\u3088\u3073\u771f\u8ca0\uff09\u8c61\u9650\u3067\u3042\u308a\u3001\u4ed6\u306e\u8c61\u9650\u306b\u6563\u5728\u3059\u308b\u767a\u8a71\u304c\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3053\u308c\u304c\u9054\u6210\u3055\u308c\u308b\u307e\u3067\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u65b0\u3057\u3044\u767a\u8a71\u3067Bot\u3092<em>\u5b9a\u671f\u7684\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/em>\u3057\u307e\u3059\u3002<\/li>\n\n\n\n\n<li><em>\u5931\u6557\u3057\u305f\u767a\u8a71\u307e\u305f\u306f\u653e\u68c4\u3055\u308c\u305f\u767a\u8a71<em>\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u3001\u6709\u52b9\u306a\u30bf\u30b9\u30af\u3084\u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u7167\u3089\u3057\u5408\u308f\u305b\u3066\u767a\u8a71\u30ea\u30b9\u30c8\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h4>NLP\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u63a8\u5968\u4e8b\u9805<\/h4>\n\n\n\n\n<ul>\n\n\n<li>\u767a\u8a71\u306e\u30b5\u30f3\u30d7\u30eb\u6570\u304c\u591a\u3044\u5834\u5408\u306f\u3001\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30df\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3088\u3046\u3068\u3059\u308b\u524d\u306b\u3001\u307e\u305a\u6a5f\u68b0\u5b66\u7fd2\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u4f7f\u7528\u3057\u3066Bot\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u307f\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>Bot\u306e\u540c\u7fa9\u8a9e\u3092\u5b9a\u7fa9\u3057\u3066\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u7528\u306e<i>pwd <\/i>\u3001\u666e\u901a\u9810\u91d1\u53e3\u5ea7\u7528\u306e<i>SB<\/i>\u306a\u3069\u306e\u30c9\u30e1\u30a4\u30f3\u8f9e\u66f8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u5909\u66f4\u3059\u308b\u305f\u3073\u306b\u3001\u30d0\u30c3\u30c1\u30c6\u30b9\u30c8\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u30c6\u30b9\u30c8\u30b9\u30a4\u30fc\u30c8\u306f\u3001Bot\u306eML\u30e2\u30c7\u30eb\u306e\u56de\u5e30\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u624b\u6bb5\u3067\u3059\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h4>NLP\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u691c\u51fa\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u63a8\u5968\u4e8b\u9805<\/h4>\n\n\n\n\n<p>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u6700\u826f\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u4ee5\u4e0b\u306b\u8aac\u660e\u3059\u308b\u3088\u3046\u306b\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n\n<ul>\n\n\n<li><b>List of Items<\/b>\uff08\u5217\u6319\u3001\u30eb\u30c3\u30af\u30a2\u30c3\u30d7)\u3001<b>City<\/b>\u3001<b>Date<\/b>\u3001<b>Country<\/b>\u306e\u3088\u3046\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30bf\u30a4\u30d7\u306f\u3001\u540c\u3058\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30bf\u30a4\u30d7\u304c\u540c\u4e00\u30bf\u30b9\u30af\u5185\u306b\u304a\u3044\u3066\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3067\u4f7f\u7528\u3055\u308c\u306a\u3044\u9650\u308a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002Bot\u30bf\u30b9\u30af\u3067\u540c\u4e00\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30bf\u30a4\u30d7\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u306e\u3044\u305a\u308c\u304b\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306e\u4e2d\u304b\u3089\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u898b\u3064\u3051\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u30bf\u30a4\u30d7\u304c<b>String<\/b>\u307e\u305f\u306f<b>Description<\/b>\u306e\u5834\u5408\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30d1\u30bf\u30fc\u30f3\u304a\u3088\u3073\u540c\u7fa9\u8a9e\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>\u305d\u306e\u4ed6\u3059\u3079\u3066\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30bf\u30a4\u30d7\u306b\u3064\u3044\u3066\u306f\u3001NER\u3068\u30d1\u30bf\u30fc\u30f3\u4e21\u65b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<div class=\"alert alert-info\">\n\n\n<h4>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u63a8\u5968\u4e8b\u9805<\/h4>\n\n\n\n\n<ul>\n\n\n<li>\u53ef\u80fd\u306a\u9650\u308aNER\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u4f7f\u7528\u3059\u308b &#8211; NER\u306f\u30d1\u30bf\u30fc\u30f3\u3088\u308a\u3082\u30d0\u30ec\u30c3\u30b8\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>NER\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u60c5\u5831\u304c\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u691c\u51fa\u306b\u6700\u9069\u3067\u3059\u3002\u65e5\u4ed8\u3084\u6642\u523b\u306e\u3088\u3046\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u3064\u3044\u3066\u306f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n\n<li>NER\u306f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u52b9\u679c\u7684\u306b\u52d5\u4f5c\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u5c11\u306a\u304f\u3068\u30828\uff5e10\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u7528\u3044\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n<\/ul>\n\n\n<\/div>\n\n\n\n\n[\/vc_column_text][us_separator size=\"small\" show_line=\"1\"][\/vc_column][\/vc_row]\n\n\n\n<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bot\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a00\u3092\u8ffd\u52a0\u3057\u305f\u5f8c\u3001Kore.ai\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u767a\u8a71\u3068\u95a2\u9023\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u8a8d\u8b58\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Bot\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u306a\u3044\u306e\u767a\u8a71\u304c\u3042\u308b\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002 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