{"id":26374,"date":"2021-02-01T11:34:59","date_gmt":"2021-02-01T11:34:59","guid":{"rendered":"https:\/\/multisite.korebots.com\/v9-0\/uncategorised-ja\/advanced-nlp-configurations\/"},"modified":"2021-04-02T05:12:26","modified_gmt":"2021-04-02T04:12:26","slug":"advanced-nlp-configurations","status":"publish","type":"post","link":"https:\/\/multisite.korebots.com\/v9-0\/docs\/bots\/nlp\/advanced-nlp-configurations\/","title":{"rendered":"NLP\u306e\u8a73\u7d30\u8a2d\u5b9a"},"content":{"rendered":"<section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p>\u81ea\u7136\u8a00\u8a9e &gt; \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u4e0b\u306b\u3042\u308b <strong>\u3057\u304d\u3044\u5024\u304a\u3088\u3073\u8a2d\u5b9a<\/strong> \u30bb\u30af\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b21\u306e\u3088\u3046\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3053\u3068\u3067\u3001Bot\u3067\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u308b\u5404\u8a00\u8a9e\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa\u306e\u8abf\u6574\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30df\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb &#8211; <a href=\"https:\/\/multisite.korebots.com\/v9-0\/uncategorised\/fundamental-meaning\/?lang=ja#config\">\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a><\/li>\n<li>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb &#8211; <a href=\"https:\/\/multisite.korebots.com\/v9-0\/uncategorised-ja\/user-utterances\/?lang=ja#Threshold_Configurations\">\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a><\/li>\n<li>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5 &#8211; <a href=\"https:\/\/multisite.korebots.com\/v9-0\/uncategorised-ja\/knowledge-graph\/?lang=ja#Threshold_Configurations\">\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a><\/li>\n<li>\u30e9\u30f3\u30ad\u30f3\u30b0\u304a\u3088\u3073\u89e3\u6c7a\u30a8\u30f3\u30b8\u30f3 &#8211; <a href=\"https:\/\/multisite.korebots.com\/v9-0\/uncategorised-ja\/nlp-detection\/?lang=ja#Thresholds_Configuration\">\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a><\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u3068\u306f\u5225\u306b\u3001<strong>NLP\u306e\u8a73\u7d30\u8a2d\u5b9a<\/strong>\u306e\u4e0b\u306b\u306f\u3001\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u8981\u4ef6\u306b\u4f7f\u7528\u3067\u304d\u308b\u8a73\u7d30\u8a2d\u5b9a\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div style=\"border: 1px solid black; background-color: #ffdd99;\">\u8b66\u544a\uff1a\u307b\u3068\u3093\u3069\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u3068\u3063\u3066\u3001\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u306b\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u304c\u7406\u60f3\u7684\u3067\u3059\u3002\u8a2d\u5b9a\u304c\u9069\u5207\u306b\u884c\u308f\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001Bot\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u60aa\u5f71\u97ff\u3092\u53ca\u307c\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u8a2d\u5b9a\u3057\u3066\u3044\u308b\u6a5f\u80fd\u306b\u3064\u3044\u3066\u5341\u5206\u306a\u7406\u89e3\u304c\u5f97\u3089\u308c\u3066\u3044\u306a\u3044\u9650\u308a\u306f\u3001\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/div>\n<p><a ref=\"magnificPopup\" href=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20201020111733\/thresholds_advanced.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-24739\" src=\"https:\/\/s3-us-east-2.amazonaws.com\/kore-wordpress\/developer.kore.ai\/wp-content\/uploads\/sites\/22\/20201020111733\/thresholds_advanced.png\" alt=\"\" width=\"1366\" height=\"768\" \/><\/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\"><p>\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8a2d\u5b9a\u53ef\u80fd\u306a\u5404\u7a2e\u8a2d\u5b9a\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8868\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<th><strong>\u8a2d\u5b9a<\/strong><\/th>\n<th><strong>\u8aac\u660e<\/strong><\/th>\n<th><strong>\u5f71\u97ff\u3092\u53d7\u3051\u308bNLP\u30a8\u30f3\u30b8\u30f3<\/strong><\/th>\n<th><strong>\u6709\u52b9\u306a\u5165\u529b<\/strong><\/th>\n<th><strong>\u6ce8\u91c8<\/strong><\/th>\n<\/tr>\n<tr>\n<td>\u8907\u5408\u8a9e\u306e\u5206\u5272<\/td>\n<td>\u3053\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u3001\u8907\u5408\u8a9e\u3092\u8907\u6570\u306e\u30b9\u30c6\u30e0\u306b\u5206\u5272\u3057\u3001\u500b\u3005\u306e\u30b9\u30c6\u30e0\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/td>\n<td>ML<\/td>\n<td>\u6709\u52b9\u3001 \u7121\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09<\/td>\n<td>\u30c9\u30a4\u30c4\u8a9e\u306eBot\u306e\u307f\u30b5\u30dd\u30fc\u30c8<\/td>\n<\/tr>\n<tr>\n<td>None\u30a4\u30f3\u30c6\u30f3\u30c8<\/td>\n<td>\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u30c0\u30df\u30fc\u306e\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u4f5c\u6210\u3055\u308c\u3001ML\u30a8\u30f3\u30b8\u30f3\u3092\u4f7f\u7528\u3057\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u4e00\u81f4\u306e\u507d\u967d\u6027\u306e\u53ef\u80fd\u6027\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/td>\n<td>ML<\/td>\n<td>\u6709\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09\u3001 \u7121\u52b9<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6\u306e\u6e1b\u8870<\/td>\n<td>\u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6\u306e\u6e1b\u8870\u3092\u4f7f\u7528\u3057\u3066\u3001\u77ed\u3044\u8cea\u554f\u3067\u306e\u30da\u30ca\u30eb\u30c6\u30a3\u3092\u56de\u907f\u3057\u307e\u3059\u3002<\/td>\n<td>KG<\/td>\n<td>\u6709\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09\u3001 \u7121\u52b9<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7<\/td>\n<td>\u30a4\u30f3\u30c6\u30f3\u30c8\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u5229\u7528\u53ef\u80fd\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/td>\n<td>ML<\/td>\n<td>\u6a19\u6e96 (\u30c7\u30d5\u30a9\u30eb\u30c8)\u3001MLP-BOW\u3001MLP-WordEmbeddings\u3001LSTM\u3001CNN \u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u30a8\u30dd\u30c3\u30af<\/td>\n<td>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u53cd\u5fa9\u56de\u6570<\/td>\n<td>ML<\/td>\n<td>20\uff5e300\u306e\u9593\u3001 10\u523b\u307f \uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u3067\u306f20\uff09<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-BOW\u3001MLP-WordEmbeddings\u3001LSTM\u3001CNN\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u6709\u52b9<\/td>\n<\/tr>\n<tr>\n<td>\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba<\/td>\n<td>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306b\u305d\u308c\u305e\u308c\u306e\u30d0\u30c3\u30c1\u306b\u4f7f\u7528\u3057\u305f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b5\u30f3\u30d7\u30eb\u6570<\/td>\n<td>ML<\/td>\n<td>10\uff5e30\u306e\u9593\u3001 5\u523b\u307f \uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u306f10\uff09<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-BOW\u3001MLP-WordEmbeddings\u3001LSTM\u3001CNN\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u6709\u52b9<\/td>\n<\/tr>\n<tr>\n<td>\u5b66\u7fd2\u7387<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u91cd\u307f\u304c\u640d\u5931\u52fe\u914d\u306b\u5bfe\u3057\u3066\u3069\u306e\u7a0b\u5ea6\u8abf\u6574\u3055\u308c\u308b\u304b\u3092\u5236\u5fa1\u3059\u308b\u305f\u3081\u306e\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf<\/td>\n<td>ML<\/td>\n<td>1e-4\uff5e1e-3\u306e\u9593\u3001 1e-2\u523b\u307f \uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u306f1.00E-03\uff09<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-BOW\u3001MLP-WordEmbeddings\u3001LSTM\u3001CNN\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u6709\u52b9<\/td>\n<\/tr>\n<tr>\n<td>\u30c9\u30ed\u30c3\u30d7\u30a2\u30a6\u30c8<\/td>\n<td>\u30e2\u30c7\u30eb\u306e\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3092\u907f\u3051\u308b\u305f\u3081\u306e\u6b63\u5247\u5316\u30d1\u30e9\u30e1\u30fc\u30bf<\/td>\n<td>ML<\/td>\n<td>0\uff5e0.8\u306e\u9593\u3001 0.1\u523b\u307f \uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u306f0\uff09<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-BOW\u3001MLP-WordEmbeddings\u3001LSTM\u3001CNN\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u6709\u52b9<\/td>\n<\/tr>\n<tr>\n<td>\u30d9\u30af\u30bf\u30e9\u30a4\u30b6<\/td>\n<td>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u6a5f\u80fd\u62bd\u51fa\u624b\u6cd5<\/td>\n<td>ML<\/td>\n<td>\u30ab\u30a6\u30f3\u30c8\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09\u3001 tfidf<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-BOW\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u6709\u52b9<\/td>\n<\/tr>\n<tr>\n<td>\u6700\u5927\u30b7\u30fc\u30b1\u30f3\u30b9\u9577<\/td>\n<td>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b5\u30f3\u30d7\u30eb\u307e\u305f\u306f\u30e6\u30fc\u30b6\u5165\u529b\u306e\u9577\u3055<\/td>\n<td>ML<\/td>\n<td>10\uff5e30\u306e\u9593\u3001 5\u523b\u307f \uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u306f20\uff09<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-WordEmbeddings\u3001LSTM\u3001CNN\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u6709\u52b9<\/td>\n<\/tr>\n<tr>\n<td>\u57cb\u3081\u8fbc\u307f\u30bf\u30a4\u30d7<\/td>\n<td>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u6a5f\u80fd\u62bd\u51fa\u624b\u6cd5<\/td>\n<td>ML<\/td>\n<td>\u751f\u6210\u3001 \u30e9\u30f3\u30c0\u30e0\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-WordEmbeddings\u3001LSTM\u3001CNN\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u6709\u52b9<\/td>\n<\/tr>\n<tr>\n<td>\u57cb\u3081\u8fbc\u307f\u6b21\u5143<\/td>\n<td>\u7279\u5fb4\u91cf\u5316\u306b\u4f7f\u7528\u3055\u308c\u308b\u57cb\u3081\u8fbc\u307f\u6b21\u5143<\/td>\n<td>ML<\/td>\n<td>100\uff5e400\u306e\u9593\u3001 50\u523b\u307f \uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u306f300\uff09<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-WordEmbeddings\u3001LSTM\u3001CNN\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u6709\u52b9<\/td>\n<\/tr>\n<tr>\n<td>K-\u5206\u5272\u4ea4\u5dee\u691c\u8a3c<\/td>\n<td>\u4ea4\u5dee\u691c\u8a3c\u7528\u306eK-\u5206\u5272\u30d1\u30e9\u30e1\u30fc\u30bf<\/td>\n<td>ML<\/td>\n<td>2\uff5e10\u306e\u9593\u3001 1\u523b\u307f \uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u306f2\uff09<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u30a4\u30f3\u30c6\u30f3\u30c8\u540d\u3068\u3057\u3066\u306eFAQ\u540d<\/td>\n<td>FAQ\u304c\u30c0\u30a4\u30a2\u30ed\u30b0\u306b\u30ea\u30f3\u30af\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3067\u3082\u3001FAQ\u306e\u4e3b\u8cea\u554f\u3092\u30a4\u30f3\u30c6\u30f3\u30c8\u540d\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b<\/td>\n<td>KG<\/td>\n<td>\u6709\u52b9\u3001 \u7121\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u3042\u3044\u307e\u3044\u4e00\u81f4<\/td>\n<td>\u3053\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u8b58\u5225\u306b\u3042\u3044\u307e\u3044\u4e00\u81f4\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd<\/td>\n<td>ML<\/td>\n<td>\u6709\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09\u3001 \u7121\u52b9<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u5426\u5b9a\u306e\u51e6\u7406<\/td>\n<td>\u3053\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u8b58\u5225\u306b\u304a\u3051\u308b\u5426\u5b9a\u8a9e\u306e\u51e6\u7406\u304c\u53ef\u80fd<\/td>\n<td>ML<\/td>\n<td>\u6709\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09\u3001 \u7121\u52b9<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u591a\u91cd\u51fa\u73fe\u306e\u7121\u8996<\/td>\n<td>\u6709\u52b9\u306b\u3057\u305f\u5834\u5408\u3001\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u306f\u30d9\u30af\u30c8\u30eb\u5316\u306e\u305f\u3081\u306b\u7121\u8996\u3055\u308c\u308b<\/td>\n<td>ML<\/td>\n<td>\u6709\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09\u3001 \u7121\u52b9<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-BOW\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u6709\u52b9<\/td>\n<\/tr>\n<tr>\n<td>\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u5185\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0<\/td>\n<td>\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306e\u4e2d\u306b\u5b58\u5728\u3059\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u3001\u5bfe\u5fdc\u3059\u308b\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/td>\n<td>ML<\/td>\n<td>\u6709\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09\u3001 \u7121\u52b9<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-BOW\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306b\u306e\u307f\u6709\u52b9\u3067\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<td>ML\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa\u306e\u305f\u3081\u306e\u6587\u306e\u5206\u5272\u3092\u7121\u52b9\u306b\u3059\u308b<\/td>\n<td>ML\u30a8\u30f3\u30b8\u30f3\u304c\u3001\u8907\u6570\u306e\u6587\u3092\u542b\u3080\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u306b\u5bfe\u3057\u3066\u8907\u6570\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u547c\u3073\u51fa\u3057\u3092\u884c\u308f\u306a\u3044\u3088\u3046\u3001\u7121\u52b9\u306b\u3057\u307e\u3059\u3002<\/td>\n<td>ML<\/td>\n<td>\u6709\u52b9\u3001 \u7121\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\u518d\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3092\u7121\u52b9\u306b\u3059\u308b<\/td>\n<td>\u8907\u6570\u306e\u30a8\u30f3\u30b8\u30f3\u304b\u3089\u5f97\u3089\u308c\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u518d\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3055\u308c\u306a\u3044\u3088\u3046\u3001\u7121\u52b9\u306b\u3057\u307e\u3059\u3002<\/td>\n<td>RR<\/td>\n<td>\u6709\u52b9\u3001 \u7121\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09<\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\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\"><h2><span class=\"ez-toc-section\" id=\"%E8%A4%87%E5%90%88%E8%AA%9E%E3%81%AE%E5%88%86%E5%89%B2\"><\/span>\u8907\u5408\u8a9e\u306e\u5206\u5272<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8907\u5408\u8a9e\u3068\u306f\u30012\u3064\u4ee5\u4e0a\u306e\u5358\u8a9e\u3092\u7d50\u5408\u3057\u3066\u3001\u5168\u304f\u65b0\u3057\u3044\u610f\u5473\u3092\u6301\u3064\u65b0\u3057\u3044\u5358\u8a9e\u3092\u4f5c\u308b\u969b\u306b\u5f62\u6210\u3055\u308c\u308b\u3082\u306e\u3067\u3059\u3002\u7279\u306b\u30c9\u30a4\u30c4\u8a9e\u3067\u306f\u30012\u3064\uff08\u307e\u305f\u306f\u305d\u308c\u4ee5\u4e0a\uff09\u306e\u5358\u8a9e\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u8907\u5408\u8a9e\u3092\u5f62\u6210\u3057\u3001\u7121\u9650\u306b\u65b0\u3057\u3044\u8907\u5408\u8a9e\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001<em>Bilder | buch<\/em>\uff08\u300cpicture book\u300d\uff09\u306e<em>-er<\/em>\u306e\u3088\u3046\u306b\u3001\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u79fb\u884c\u8981\u7d20\u3068\u63a5\u7d9a\u3057\u305f\u308a\u3001\u3042\u308b\u3044\u306f\u4fee\u98fe\u8a9e\u306e\u4e00\u90e8\u3092\u524a\u9664\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001<em>Kirch | turm<\/em>\uff08\u300cchurch tower\u300d\uff09\u3067\u306f\u3001<em>Kirche<\/em>\u306e\u6700\u5f8c\u306e<em>-e<\/em>\u304c\u524a\u9664\u3055\u308c\u307e\u3059\u3002\u8907\u5408\u8a9e\u306f\u3001<em>Grunder<\/em>\uff08\u300cfounder\u300d\uff09\u3068\u8a9e\u5e79<em>grun<\/em> | <em>der<\/em>\uff08\u300cgreen | the\u300d\uff09\u306e\u3088\u3046\u306b\u3001\u8a9e\u5e79\u3068\u306f\u5168\u304f\u7570\u306a\u308b\u610f\u5473\u3092\u6301\u3064\u3053\u3068\u304c\u591a\u3005\u3042\u308a\u307e\u3059\u3002NLP\u306e\u89b3\u70b9\u304b\u3089\u306f\u3001NLP\u30a8\u30f3\u30b8\u30f3\u304c\u5358\u8a9e\u3092\u5206\u5272\u3057\u3066\u51e6\u7406\u3059\u3079\u304d\u30bf\u30a4\u30df\u30f3\u30b0\u3068\u3001\u5358\u8a9e\u5168\u4f53\u3092\u51e6\u7406\u3059\u3079\u304d\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002 \u3053\u306e\u8a2d\u5b9a\u306f\u3001\u8907\u5408\u8a9e\u306e\u51e6\u7406\u65b9\u6cd5\u3092\u9078\u629e\u3059\u308b\u306e\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u8a2d\u5b9a\u3092\u6709\u52b9\u306b\u3057\u305f\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306b\u542b\u307e\u308c\u308b\u8907\u5408\u8a9e\u304c\u8a9e\u5e79\u306b\u5206\u5272\u3055\u308c\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa\u306e\u305f\u3081\u306b\u8003\u616e\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"None%E3%82%A4%E3%83%B3%E3%83%86%E3%83%B3%E3%83%88\"><\/span>None\u30a4\u30f3\u30c6\u30f3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u30a8\u30f3\u30b8\u30f3\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u767a\u8a71\u3092\u4f7f\u7528\u3057\u3066\u3001\u305d\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u57fa\u3065\u3044\u3066\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002ML\u30e2\u30c7\u30eb\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u3092\u3044\u305a\u308c\u304b\u306e\u5165\u529b\u306b\u5206\u985e\u3057\u3088\u3046\u3068\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u8a9e\u5f59\u304c\u4e0d\u8db3\u3059\u308b\u5358\u8a9e\u304c\u3042\u3063\u305f\u5834\u5408\u306b\u306f\u3001\u305d\u308c\u3089\u3082\u5206\u985e\u3057\u3088\u3046\u3068\u3059\u308b\u305f\u3081\u3001\u3042\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u5bfe\u3059\u308b\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u963b\u5bb3\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30ce\u30fc\u30c9\u306b\u4eba\u306e\u540d\u524d\u304c\u3042\u3063\u305f\u3068\u3057\u3066\u3082\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u305d\u306e\u4ed6\u306eNone\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u3001Bot\u5185\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u5165\u529b\u3092\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001Bot\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u306a\u3044\u5358\u8a9e\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u3001ML\u30e2\u30c7\u30eb\u306f\u3053\u308c\u3089\u306eNone\u30a4\u30f3\u30c6\u30f3\u30c8\u3092\u8b58\u5225\u3059\u308b\u3088\u3046\u8abf\u6574\u304c\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%82%B5%E3%82%A4%E3%83%B3%E9%A1%9E%E4%BC%BC%E5%BA%A6%E3%81%AE%E6%B8%9B%E8%A1%B0\"><\/span>\u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6\u306e\u6e1b\u8870<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>FAQ\u306e\u8b58\u5225\u306f\u3001\u5358\u8a9e\u306e\u4e00\u81f4\u306b\u57fa\u3065\u3044\u3066\u884c\u308f\u308c\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306e\u554f\u984c\u70b9\u306f\u3001\u5bfe\u5fdc\u3059\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u767a\u8a71\u3088\u308a\u3082\u5c11\u306a\u3044\u5358\u8a9e\u3092\u6301\u3064\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306e\u30b9\u30b3\u30a2\u304c\u60aa\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u8b58\u5225\u304c\u5931\u6557\u3059\u308b\u539f\u56e0\u3068\u306a\u308a\u307e\u3059\u3002 \u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6\u306e\u6e1b\u8870\u8a2d\u5b9a\u3092\u6709\u52b9\u306b\u3057\u305f\u5834\u5408\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u767a\u8a71\u3088\u308a\u3082\u5358\u8a9e\u6570\u306e\u5c11\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\uff08\u4e3b\u8cea\u554f\u3084\u4ee3\u66ff\u8cea\u554f\u306a\u3069\uff09\u306f\u3001\u8a2d\u5b9a\u3092\u7121\u52b9\u306b\u3057\u305f\u5834\u5408\u3088\u308a\u3082\u9ad8\u3044\u300c\u4e00\u81f4\u30b9\u30b3\u30a2\u300d\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"ML%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%B3%E3%81%AE%E5%A4%96%E9%83%A8%E5%8C%96\"><\/span>ML\u30a8\u30f3\u30b8\u30f3\u306e\u5916\u90e8\u5316<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3044\u3066\u3001\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u306f\u3001\u305d\u306e\u5024\u304c\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3092\u5236\u5fa1\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6307\u3057\u307e\u3059\u3002\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u3001\u8ffd\u52a0\u306eBot\u7528\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306aML\u306e\u8a2d\u5b9a\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%8D%E3%83%83%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AF%E3%82%BF%E3%82%A4%E3%83%97\"><\/span>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4f7f\u7528\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u3001\u4ee5\u4e0b\u306e\u3044\u305a\u308c\u304b\u304b\u3089\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9<\/li>\n<li>MLP-BOW &#8211; bag-of-words\u30e2\u30c7\u30eb\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3084\u60c5\u5831\u691c\u7d22\u3067\u4f7f\u7528\u3055\u308c\u308b\u5358\u7d14\u5316\u3055\u308c\u305f\u8868\u73fe\u3067\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u306f\u305d\u306e\u5358\u8a9e\u306e\u888b\u3068\u3057\u3066\u8868\u3055\u308c\u3001\u591a\u69d8\u6027\u306f\u7dad\u6301\u3057\u3064\u3064\u6587\u6cd5\u3084\u8a9e\u9806\u3092\u7121\u8996\u3057\u307e\u3059\u3002<\/li>\n<li>MLP-WordEmbeddings &#8211; \u5358\u8a9e\u306e\u57cb\u3081\u8fbc\u307f\u3068\u306f\u3001\u8a9e\u5f59\u304b\u3089\u306e\u5358\u8a9e\u307e\u305f\u306f\u30d5\u30ec\u30fc\u30ba\u304c\u5b9f\u6570\u306e\u30d9\u30af\u30c8\u30eb\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3055\u308c\u308b\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u304a\u3051\u308b\u8a00\u8a9e\u306e\u30e2\u30c7\u5316\u3068\u6a5f\u80fd\u5b66\u7fd2\u624b\u6cd5\u306e\u7dcf\u79f0\u3067\u3059\u3002<\/li>\n<li>LSTM\uff08\u9577\u30fb\u77ed\u671f\u8a18\u61b6\uff09\u306f\u3001\u6df1\u5c64\u5b66\u7fd2\u306e\u5206\u91ce\u3067\u4f7f\u7528\u3055\u308c\u308b\u4eba\u5de5\u56de\u5e30\u578b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08RNN\uff09\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3059\u3002LSTM\u306f\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u63a5\u7d9a\u3092\u6709\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u4efb\u610f\u306e\u9577\u3055\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u9577\u671f\u4f9d\u5b58\u6027\u3092\u8ffd\u8de1\u3059\u308b\u80fd\u529b\u304c\u3042\u308a\u3001\u9577\u3044\u30c6\u30ad\u30b9\u30c8\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08CNN\uff09\u306f\u3001\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u6df1\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u4e00\u7a2e\u3067\u3042\u308a\u3001\u8996\u899a\u753b\u50cf\u306e\u89e3\u6790\u306b\u3082\u3063\u3068\u3082\u5e83\u304f\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u5b9a\u306e\u9818\u57df\u30b5\u30a4\u30ba\u306b\u5bfe\u3059\u308b\u8a9e\u9806\u3092\u5229\u7528\u3057\u3001\u69d8\u3005\u306a\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u30bf\u30b9\u30af\u3067\u76ee\u7acb\u3063\u305f\u6210\u679c\u3092\u6319\u3052\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30d9\u30af\u30c8\u30eb\u5316\u306e\u6bb5\u968e\u3067\u3001\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb\u30bb\u30f3\u30c6\u30f3\u30b9\u30a8\u30f3\u30b3\u30fc\u30c0\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u30bb\u30f3\u30c6\u30f3\u30b9\u30a8\u30f3\u30b3\u30fc\u30c0\u306e\u51fa\u529b\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u305f\u3081\u306b\u591a\u5c64\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u5165\u529b\u3055\u308c\u307e\u3059\u3002\u30bb\u30f3\u30c6\u30f3\u30b9\u30a8\u30f3\u30b3\u30fc\u30c0\u306b\u306f\u3001\u540c\u4e00\u6587\u306e\u540c\u7fa9\u8a9e\u3084\u69d8\u3005\u306a\u4f7f\u7528\u30d1\u30bf\u30fc\u30f3\u3092\u8003\u616e\u3057\u3066\u3001\u6587\u9593\u306e\u610f\u5473\u7684\u985e\u4f3c\u6027\u3092\u7406\u89e3\u3059\u308b\u6a5f\u80fd\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002 \u30e6\u30cb\u30d0\u30fc\u30b5\u30eb\u30bb\u30f3\u30c6\u30f3\u30b9\u30a8\u30f3\u30b3\u30fc\u30c0\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u9ad8\u6b21\u5143\u306e\u30d9\u30af\u30c8\u30eb\u306b\u30a8\u30f3\u30b3\u30fc\u30c9\u3057\u307e\u3059\u3002\u3053\u306e\u30d9\u30af\u30c8\u30eb\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u5206\u985e\u3001\u610f\u5473\u7684\u985e\u4f3c\u6027\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u81ea\u7136\u8a00\u8a9e\u30bf\u30b9\u30af\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u6587\u3001\u30d5\u30ec\u30fc\u30ba\u3001\u77ed\u3044\u6bb5\u843d\u306a\u3069\u3001\u5358\u8a9e\u4ee5\u4e0a\u306e\u9577\u3055\u306e\u30c6\u30ad\u30b9\u30c8\u7528\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u69d8\u3005\u306a\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u30bf\u30b9\u30af\u306b\u52d5\u7684\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3001\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304a\u3088\u3073\u30bf\u30b9\u30af\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5165\u529b\u306f\u9577\u3055\u3092\u5909\u66f4\u3067\u304d\u308b\u82f1\u6587\u3001\u51fa\u529b\u306f512\u6b21\u5143\u306e\u30d9\u30af\u30c8\u30eb\u3067\u3059\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E3%82%A8%E3%83%9D%E3%83%83%E3%82%AF\"><\/span>\u30a8\u30dd\u30c3\u30af<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4eba\u5de5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u304a\u3044\u3066\u3001\u30a8\u30dd\u30c3\u30af\u3068\u306f\u3001\u5b8c\u5168\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e1\u30b5\u30a4\u30af\u30eb\u3092\u6307\u3057\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u3067\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5f97\u308b\u305f\u3081\u306b\u306f\u3001\u901a\u5e38\uff08\u5e38\u306b\u3067\u306f\u306a\u3044\u304c\uff09\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30921\u56de\u4ee5\u4e0a\u30d1\u30b9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30a8\u30dd\u30c3\u30af\u6570\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5b8c\u5168\u306b\u30d1\u30b9\u3059\u308b\u56de\u6570\u3092\u5236\u5fa1\u3059\u308b\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%90%E3%83%83%E3%83%81%E3%82%B5%E3%82%A4%E3%82%BA\"><\/span>\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u3068\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3067\u4f7f\u7528\u3055\u308c\u308b\u7528\u8a9e\u3067\u30011\u56de\u306e\u53cd\u5fa9\u3067\u5229\u7528\u3055\u308c\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4f8b\u306e\u6570\u3092\u6307\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u969b\u306e\u8aa4\u5dee\u52fe\u914d\u306e\u63a8\u5b9a\u7cbe\u5ea6\u3092\u5236\u5fa1\u3057\u307e\u3059\u3002\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5185\u90e8\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u66f4\u65b0\u3055\u308c\u308b\u524d\u306b\u51e6\u7406\u3059\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b5\u30f3\u30d7\u30eb\u6570\u3092\u5236\u5fa1\u3059\u308b\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%AD%A6%E7%BF%92%E7%8E%87\"><\/span>\u5b66\u7fd2\u7387<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3084\u7d71\u8a08\u5b66\u306b\u304a\u3044\u3066\u3001\u5b66\u7fd2\u7387\u3068\u306f\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8abf\u6574\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u3042\u308a\u3001\u640d\u5931\u95a2\u6570\u306e\u6700\u5c0f\u5024\u306b\u5411\u304b\u3063\u3066\u79fb\u52d5\u3057\u3064\u3064\u3001\u305d\u308c\u305e\u308c\u306e\u53cd\u5fa9\u306e\u30b9\u30c6\u30c3\u30d7\u30b5\u30a4\u30ba\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u640d\u5931\u306b\u57fa\u3065\u3044\u3066\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u91cd\u307f\u306e\u66f4\u65b0\u3092\u5236\u5fa1\u3059\u308b\u305f\u3081\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u898b\u306a\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%89%E3%83%AD%E3%83%83%E3%83%97%E3%82%A2%E3%82%A6%E3%83%88\"><\/span>\u30c9\u30ed\u30c3\u30d7\u30a2\u30a6\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30c9\u30ed\u30c3\u30d7\u30a2\u30a6\u30c8\u3068\u3044\u3046\u7528\u8a9e\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u4e2d\u306e\u5358\u4f4d\uff08\u96a0\u308c\u3066\u3044\u308b\u3082\u306e\u3001\u898b\u3048\u3066\u3044\u308b\u3082\u306e\u4e21\u65b9\uff09\u3092\u843d\u3068\u3059\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u7c21\u5358\u306b\u8a00\u3048\u3070\u3001\u30c9\u30ed\u30c3\u30d7\u30a2\u30a6\u30c8\u3068\u306f\u3001\u30e9\u30f3\u30c0\u30e0\u306b\u9078\u629e\u3055\u308c\u305f\u7279\u5b9a\u306e\u30cb\u30e5\u30fc\u30ed\u30f3\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6bb5\u968e\u306b\u304a\u3044\u3066\u3001\u5358\u4f4d\uff08\u3064\u307e\u308a\u30cb\u30e5\u30fc\u30ed\u30f3\uff09\u3092\u7121\u8996\u3059\u308b\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3092\u9632\u3050\u305f\u3081\u306e\u6b63\u5247\u5316\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%99%E3%82%AF%E3%82%BF%E3%83%A9%E3%82%A4%E3%82%B6\"><\/span>\u30d9\u30af\u30bf\u30e9\u30a4\u30b6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30d9\u30af\u30c8\u30eb\u5316\u3068\u306f\u3001\u8981\u7d20\u3054\u3068\u306e\u6f14\u7b97\u3067\u306f\u306a\u304f\u3001\u30d9\u30af\u30c8\u30eb\u6f14\u7b97\u3092\u7528\u3044\u3066\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6700\u9069\u5316\u3059\u308b\u65b9\u6cd5\u3092\u6307\u3057\u307e\u3059\u3002\u3053\u308c\u3092\u4f7f\u7528\u3057\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u4e0a\u3067\u306e\u7279\u5fb4\u62bd\u51fa\u624b\u6cd5\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u3044\u305a\u308c\u304b\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30ab\u30a6\u30f3\u30c8\u30d9\u30af\u30bf\u30e9\u30a4\u30b6<\/strong>\u306f\u3001\u4e0e\u3048\u3089\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u6587\u66f8\u3092\u3001\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u305d\u308c\u305e\u308c\u306e\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\uff08\u30ab\u30a6\u30f3\u30c8\uff09\u306b\u57fa\u3065\u3044\u3066\u3001\u7528\u8a9e\/\u30c8\u30fc\u30af\u30f3\u30ab\u30a6\u30f3\u30c8\u306e\u30d9\u30af\u30c8\u30eb\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u8907\u6570\u306e\u30c6\u30ad\u30b9\u30c8\u304c\u3042\u308a\u3001\u3055\u3089\u306b\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u306b\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u5404\u5358\u8a9e\u3092\u30d9\u30af\u30c8\u30eb\u306b\u5909\u63db\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306b\u4fbf\u5229\u3067\u3059\u3002\u30d9\u30af\u30c8\u30eb\u8868\u73fe\u3092\u751f\u6210\u3059\u308b\u524d\u306b\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4e8b\u524d\u306b\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<li><strong>TFIDF\u30d9\u30af\u30bf\u30e9\u30a4\u30b6<\/strong>\u3068\u306f\u3001\u3042\u308b\u5358\u8a9e\u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u5185\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u5bfe\u3057\u3066\u3069\u308c\u3060\u3051\u95a2\u9023\u6027\u304c\u3042\u308b\u304b\u3092\u8a55\u4fa1\u3059\u308b\u7d71\u8a08\u7684\u5c3a\u5ea6\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u5358\u8a9e\u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5185\u306b\u51fa\u73fe\u3059\u308b\u56de\u6570\uff08\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\uff09\u3001\u304a\u3088\u3073\u4e00\u9023\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5168\u4f53\u306b\u304a\u3051\u308b\u5358\u8a9e\u306e\u9006\u6587\u66f8\u983b\u5ea6\uff08IDF\uff09\u306e\u30012\u3064\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u4e57\u7b97\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u884c\u308f\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E6%9C%80%E5%A4%A7%E3%82%B7%E3%83%BC%E3%82%B1%E3%83%B3%E3%82%B9%E9%95%B7\"><\/span>\u6700\u5927\u30b7\u30fc\u30b1\u30f3\u30b9\u9577<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\uff08\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u4e88\u6e2c\u306e\u305f\u3081\u306b\uff09\u6587\u3092\u51e6\u7406\u3059\u308b\u5834\u5408\u3001\u30b7\u30fc\u30b1\u30f3\u30b9\u9577\u3068\u306f\u6587\u4e2d\u306e\u5358\u8a9e\u6570\u3092\u6307\u3057\u307e\u3059\u3002\u6700\u5927\u30b7\u30fc\u30b1\u30f3\u30b9\u9577\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u8003\u616e\u3055\u308c\u308b\u5358\u8a9e\u6570\u306e\u6700\u5927\u5024\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u307e\u305f\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u30d5\u30ec\u30fc\u30ba\u30bb\u30f3\u30c6\u30f3\u30b9\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u9577\u304c\u30bb\u30f3\u30c6\u30f3\u30b9\u306e\u9577\u3055\u306e\u6700\u5927\u3092\u8d85\u3048\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u9577\u3055\u306b\u30c8\u30ea\u30df\u30f3\u30b0\u3055\u308c\u3001\u305d\u308c\u3088\u308a\u77ed\u3044\u5834\u5408\u306f\u3001\u305d\u306e\u30bb\u30f3\u30c6\u30f3\u30b9\u306b\u7279\u5225\u306a\u30c8\u30fc\u30af\u30f3\u304c\u57cb\u3081\u8fbc\u307e\u308c\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%9F%8B%E3%82%81%E8%BE%BC%E3%81%BF%E3%82%BF%E3%82%A4%E3%83%97\"><\/span>\u57cb\u3081\u8fbc\u307f\u30bf\u30a4\u30d7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\uff08\u5358\u8a9e\u306e\uff09\u57cb\u3081\u8fbc\u307f\u3068\u306f\u3001\u5165\u529b\/\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c6\u30ad\u30b9\u30c8\u4e2d\u306e\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u3092\u30d9\u30af\u30c8\u30eb\u8868\u73fe\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u4f3c\u305f\u610f\u5473\u3092\u6301\u3064\u5358\u8a9e\u306f\u3001n\u6b21\u5143\u7a7a\u9593\u3067\u540c\u69d8\u306e\u30d9\u30af\u30c8\u30eb\u8868\u73fe\u3092\u6301\u3061\u3001\u305d\u306e\u30d9\u30af\u30c8\u30eb\u5024\u306f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u4f3c\u305f\u65b9\u6cd5\u3067\u5b66\u7fd2\u3055\u308c\u307e\u3059\u3002 \u57cb\u3081\u8fbc\u307f\u30bf\u30a4\u30d7\u306f\u3001\u4ee5\u4e0b\u306e\u3044\u305a\u308c\u304b\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30e9\u30f3\u30c0\u30e0<\/strong>\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\uff09\uff1a\u6700\u521d\u306b\u3059\u3079\u3066\u306e\u5358\u8a9e\u306b\u30e9\u30f3\u30c0\u30e0\u306a\u57cb\u3081\u8fbc\u307f\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u3001\u305d\u306e\u5f8c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306b\u7279\u5b9a\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u5408\u308f\u305b\u3066\u57cb\u3081\u8fbc\u307f\u304c\u6700\u9069\u5316\u3055\u308c\u307e\u3059\u3002<\/li>\n<li><strong>\u751f\u6210<\/strong>\uff1a\u5358\u8a9e\u306e\u57cb\u3081\u8fbc\u307f\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u958b\u59cb\u76f4\u524d\u306b\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u5358\u8a9e\u306e\u57cb\u3081\u8fbc\u307f\u306e\u751f\u6210\u306b\u306f\u3001Word2Vec\u30e2\u30c7\u30eb\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u751f\u6210\u3055\u308c\u305f\u57cb\u3081\u8fbc\u307f\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306b\u7279\u5b9a\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u5408\u308f\u305b\u3066\u3001\u3053\u308c\u3089\u306e\u751f\u6210\u3055\u308c\u305f\u5358\u8a9e\u306e\u57cb\u3081\u8fbc\u307f\u304c\u6700\u9069\u5316\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E5%9F%8B%E3%82%81%E8%BE%BC%E3%81%BF%E6%AC%A1%E5%85%83\"><\/span>\u57cb\u3081\u8fbc\u307f\u6b21\u5143<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u57cb\u3081\u8fbc\u307f\u6b21\u5143\u306f\u3001\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\u306e\u30b5\u30a4\u30ba\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u5358\u8a9e\u306e\u57cb\u3081\u8fbc\u307f\u304c\u30e9\u30f3\u30c0\u30e0\u307e\u305f\u306f\u751f\u6210\u3055\u308c\u305f\u3082\u306e\u3067\u3042\u308b\u5834\u5408\u3001\u57cb\u3081\u8fbc\u307f\u6b21\u5143\u3068\u3057\u3066\u4efb\u610f\u306e\u6570\u5024\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"K-%E5%88%86%E5%89%B2%E4%BA%A4%E5%B7%AE%E6%A4%9C%E8%A8%BC\"><\/span>K-\u5206\u5272\u4ea4\u5dee\u691c\u8a3c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4ea4\u5dee\u691c\u8a3c\u306f\u3001\u9650\u3089\u308c\u305f\u30c7\u30fc\u30bf\u30b5\u30f3\u30d7\u30eb\u3067\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u30ea\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u624b\u9806\u3067\u3059\u3002\u3053\u306e\u624b\u9806\u306b\u306f\u3001\u4e0e\u3048\u3089\u308c\u305f\u30c7\u30fc\u30bf\u30b5\u30f3\u30d7\u30eb\u304c\u5206\u5272\u3055\u308c\u308b\u30b0\u30eb\u30fc\u30d7\u306e\u6570\u3092\u6307\u3059\u3001K\u3068\u547c\u3070\u308c\u308b\u5358\u4e00\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u3001K\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4ea4\u5dee\u691c\u8a3c\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/multisite.korebots.com\/v9-0\/uncategorised-ja\/ml-model\/?lang=ja\">\u3053\u3061\u3089\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044<\/a>\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%82%A4%E3%83%B3%E3%83%86%E3%83%B3%E3%83%88%E5%90%8D%E3%81%A8%E3%81%97%E3%81%A6%E3%81%AEFAQ%E5%90%8D\"><\/span>\u30a4\u30f3\u30c6\u30f3\u30c8\u540d\u3068\u3057\u3066\u306eFAQ\u540d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u4e3b\u8cea\u554f\u307e\u305f\u306f\u30c0\u30a4\u30a2\u30ed\u30b0\u30bf\u30b9\u30af\u306e\u540d\u524d\u3092\u8868\u793a\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u5236\u5fa1\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30a4\u30f3\u30c6\u30f3\u30c8\u540d\u304c\u30e6\u30fc\u30b6\u30fc\u306b\u5b58\u5728\u3059\u308b\u5834\u5408\n<ul>\n<li>\u3042\u3044\u307e\u3044\u6027\u306e\u89e3\u6d88\u30d5\u30ed\u30fc<\/li>\n<li>\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7<\/li>\n<\/ul>\n<\/li>\n<li>\u767a\u8a71\u30c6\u30b9\u30c8<\/li>\n<li>\u30d0\u30c3\u30c1\u30c6\u30b9\u30c8<\/li>\n<li>NLP\u5206\u6790<\/li>\n<li>\u5206\u6790\uff08\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u30ab\u30b9\u30bf\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u4f1a\u8a71\u30d5\u30ed\u30fc\u3001\u30e1\u30c8\u30ea\u30c3\u30af\uff09<\/li>\n<li>\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa &#8211; \u30e9\u30f3\u30ad\u30f3\u30b0\u30d5\u30ed\u30fc<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%82%E3%81%84%E3%81%BE%E3%81%84%E4%B8%80%E8%87%B4\"><\/span>\u3042\u3044\u307e\u3044\u4e00\u81f4<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3042\u3044\u307e\u3044\u4e00\u81f4\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u4e0d\u6b63\u78ba\u306a\u4e00\u81f4\u3092\u8b58\u5225\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u8fd1\u4f3c\u7684\u30d1\u30bf\u30fc\u30f3\u7167\u5408\u306e\u624b\u6cd5\u3067\u3059\u3002ML\u30a8\u30f3\u30b8\u30f3\u306f\u3001\u3042\u3044\u307e\u3044\u4e00\u81f4\u306e\u30ed\u30b8\u30c3\u30af\u3092\u4f7f\u7528\u3057\u3066\u3001\u5b8c\u5168\u4e00\u81f4\u3092\u8b58\u5225\u3057\u307e\u3059\u3002\u3042\u3044\u307e\u3044\u4e00\u81f4\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a00\u3068\u306e\u985e\u4f3c\u6027\u306b\u57fa\u3065\u3044\u3066\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u306b\u300c\u3042\u3044\u307e\u3044\u691c\u7d22\u30b9\u30b3\u30a2\u300d\u3092\u5272\u308a\u5f53\u3066\u307e\u3059\u3002\u3042\u3044\u307e\u3044\u691c\u7d22\u30b9\u30b3\u30a2\u304c95\u4ee5\u4e0a\uff080\uff5e100\u306e\u5c3a\u5ea6\uff09\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u306f\u3001\u5b8c\u5168\u4e00\u81f4\u3068\u3057\u3066\u8b58\u5225\u3055\u308c\u307e\u3059\u3002 \u305f\u3060\u3057\u3042\u3044\u307e\u3044\u4e00\u81f4\u306f\u3001possible\u3068impossible\u3001available\u3068unavailable\u306a\u3069\u3001\u30b9\u30da\u30eb\u304c\u4f3c\u3066\u3044\u308b\u304c\u610f\u5473\u304c\u7570\u306a\u308b\u5358\u8a9e\u304c\u3042\u3063\u305f\u5834\u5408\u306b\u3001\u507d\u967d\u6027\u3092\u751f\u3058\u3055\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u52d5\u4f5c\u306f\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u554f\u984c\u3068\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u7121\u52b9\u306b\u3059\u308b\u3053\u3068\u3067\u3001ML\u30a8\u30f3\u30b8\u30f3\u304c\u3053\u306e\u4e00\u81f4\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%90%A6%E5%AE%9A%E3%81%AE%E5%87%A6%E7%90%86\"><\/span>\u5426\u5b9a\u306e\u51e6\u7406<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3053\u306e\u8a2d\u5b9a\u3067\u306f\u3001\u5426\u5b9a\u3055\u308c\u305f\u5358\u8a9e\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306b\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u52d5\u4f5c\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5426\u5b9a\u306e\u51e6\u7406\u8a2d\u5b9a\u3092\u6709\u52b9\u306b\u3057\u305f\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u5185\u306b\u5426\u5b9a\u3055\u308c\u305f\u4efb\u610f\u306e\u5358\u8a9e\u304c\u5b58\u5728\u3059\u308b\u5834\u5408\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u306eML\u30b9\u30b3\u30a2\u306b\u30da\u30ca\u30eb\u30c6\u30a3\u304c\u8ab2\u305b\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%A4%9A%E9%87%8D%E5%87%BA%E7%8F%BE%E3%81%AE%E7%84%A1%E8%A6%96\"><\/span>\u591a\u91cd\u51fa\u73fe\u306e\u7121\u8996<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u540c\u3058\u5358\u8a9e\u304c\u8907\u6570\u51fa\u73fe\u3059\u308b\u3068\u3001\u30a4\u30f3\u30c6\u30f3\u30c8\u306e\u8b58\u5225\u304c\u5b9a\u307e\u3089\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u591a\u91cd\u51fa\u73fe\u306e\u7121\u8996\u306e\u8a2d\u5b9a\u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u5185\u306b\u540c\u3058\u5358\u8a9e\u304c\u8907\u6570\u51fa\u73fe\u3057\u305f\u5834\u5408\u3001\u305d\u306e\u5358\u8a9e\u306f\u7834\u68c4\u3055\u308c\u307e\u3059\u3002\u7e70\u308a\u8fd4\u3055\u308c\u308b\u5358\u8a9e\u306f\u3001\u30d9\u30af\u30c8\u30eb\u5316\u304a\u3088\u3073\u305d\u308c\u306b\u7d9a\u304f\u30a4\u30f3\u30c6\u30f3\u30c8\u4e00\u81f4\u306e\u305f\u3081\u306b\u3001\u4e00\u5ea6\u3060\u3051\u8003\u616e\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%A6%E3%83%BC%E3%82%B6%E3%83%BC%E7%99%BA%E8%A9%B1%E5%86%85%E3%81%AE%E3%82%A8%E3%83%B3%E3%83%86%E3%82%A3%E3%83%86%E3%82%A3%E3%83%97%E3%83%AC%E3%83%BC%E3%82%B9%E3%83%9B%E3%83%AB%E3%83%80\"><\/span>\u30e6\u30fc\u30b6\u30fc\u767a\u8a71\u5185\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa\u304c\u6539\u5584\u3055\u308c\u308b\u3088\u3046\u3001\u30b7\u30b9\u30c6\u30e0\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u306b\u5b58\u5728\u3059\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5024\u3092\u300c<em>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0<\/em>\u300d\u306b\u7f6e\u304d\u63db\u3048\u3055\u305b\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002NER\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u89e3\u6c7a\u3055\u308c\u306a\u3044\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u7f6e\u304d\u63db\u3048\u306b\u4f7f\u7528\u3055\u308c\u306a\u3044\u3053\u3068\u306b\u3054\u6ce8\u610f\u304f\u3060\u3055\u3044\u3002\u305d\u306e\u305f\u3081\u3001\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6709\u52b9\u306b\u3059\u308b\u5834\u5408\u306f\u3001\u3059\u3079\u3066\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u767a\u8a71\u306b\u6ce8\u91c8\u3092\u4ed8\u3051\u308b\u3053\u3068\u3092\u5f37\u304f\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306e\u5bfe\u8a71\u3001\u30d0\u30c3\u30c1\u30c6\u30b9\u30c8\u3001\u767a\u8a71\u30c6\u30b9\u30c8\u3001\u4f1a\u8a71\u30c6\u30b9\u30c8\u306b\u304a\u3051\u308b\u30e6\u30fc\u30b6\u30fc\u306e\u767a\u8a71\u5185\u3067\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"ML%E3%81%AE%E3%82%A4%E3%83%B3%E3%83%86%E3%83%B3%E3%83%88%E6%A4%9C%E5%87%BA%E3%81%AE%E3%81%9F%E3%82%81%E3%81%AE%E6%96%87%E3%81%AE%E5%88%86%E5%89%B2%E3%82%92%E7%84%A1%E5%8A%B9%E3%81%AB%E3%81%99%E3%82%8B\"><\/span>ML\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa\u306e\u305f\u3081\u306e\u6587\u306e\u5206\u5272\u3092\u7121\u52b9\u306b\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u306b\u8907\u6570\u306e\u6587\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u3001CS\u306f\u305d\u308c\u305e\u308c\u306e\u6587\u306b\u5bfe\u3057\u3066ML\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u547c\u3073\u51fa\u3057\u3092\u884c\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u7406\u60f3\u7684\u306a\u72b6\u6cc1\u3067\u306f\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u3001\u300c<em>\u30c1\u30b1\u30c3\u30c8\u3092\u4e88\u7d04\u3057\u305f\u3044\u3067\u3059\u3002\u300eBook My Show\u300f\u306b\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/em>\u300d\u306e\u5834\u5408\u3001\u300c<em>\u30c1\u30b1\u30c3\u30c8\u3092\u4e88\u7d04\u3057\u305f\u3044\u3067\u3059\u3002<\/em>\u300d\u3068\u300c<em>\u300eBook My Show\u300f\u306b\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/em>\u300d\u306eML\u30b9\u30b3\u30a2\u306f0.6\u306b\u306a\u308a\u3001\u5408\u8a08\u306eML\u30b9\u30b3\u30a2\u306f0.6\u306b\u306a\u308a\u307e\u3059\u3002 \u3053\u306e\u8a2d\u5b9a\u3092\u7121\u52b9\u306b\u3057\u305f\u5834\u5408\u3001\u5143\u306e\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u3092ML\u306b\u9001\u4fe1\u3057\u3066\u30a4\u30f3\u30c6\u30f3\u30c8\u8b58\u5225\u3092\u884c\u3046\u305f\u3081\u3001\u4e0a\u8a18\u306e\u4f8b\u3067\u306f0.99\u306e\u3088\u3046\u306a\u660e\u78ba\u306a\u30b9\u30b3\u30a2\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%86%8D%E3%82%B9%E3%82%B3%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0%E3%82%92%E7%84%A1%E5%8A%B9%E3%81%AB%E3%81%99%E3%82%8B\"><\/span>\u518d\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3092\u7121\u52b9\u306b\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8907\u6570\u306e\u30a8\u30f3\u30b8\u30f3\u304b\u3089\u306e\u53ef\u80fd\u6027\u306e\u3042\u308b\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u3042\u308b\u5834\u5408\u3001\u3053\u308c\u3089\u306f\u518d\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3055\u308c\u3001\u7d50\u679c\u306f\u53ef\u80fd\u6027\u306e\u3042\u308b\u4e00\u81f4\u306e\u8fd1\u4f3c\u5ea6\u5185\u3067\u30c8\u30ea\u30df\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5165\u529b\u30672\u3064\u4ee5\u4e0a\u306e\u6587\u3092\u51e6\u7406\u3059\u308b\u5834\u5408\u306b\u554f\u984c\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u4eee\u306bML\u30a8\u30f3\u30b8\u30f3\u304c\u5b8c\u5168\u4e00\u81f4\u3092\u8fd4\u3057\u305f\u5834\u5408\u3001ML\u306e\u767a\u8a71\u3067\u518d\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3055\u308c\u3001\u4ed6\u306eFM\u30e9\u30d9\u30eb\u306e\u5b8c\u5168\u4e00\u81f4\u3088\u308a\u3082\u3001\u5358\u8a9e\u306e\u4e00\u81f4\u306b\u57fa\u3065\u3044\u3066\u53ef\u80fd\u6027\u306e\u3042\u308b\u3082\u306e\u306b\u8a2d\u5b9a\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u8a2d\u5b9a\u3092\u7121\u52b9\u306b\u3059\u308b\u3068\u3001\u518d\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u306e\u30ed\u30b8\u30c3\u30af\u304c\u7121\u52b9\u306b\u306a\u308a\u3001\u30a8\u30f3\u30b8\u30f3\u5185\u3067\u306e\u53ef\u80fd\u6027\u306e\u3042\u308b\u4e00\u81f4\u306e\u8fd1\u4f3c\u5ea6\u306e\u305f\u3081\u306b\u7d50\u679c\u3092\u30c8\u30ea\u30df\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u3059\u3079\u3066\u306e\u30a8\u30f3\u30b8\u30f3\u304b\u3089\u5b8c\u5168\u4e00\u81f4\u304c\u8fd4\u3055\u308c\u308b\u304b\u3001ML\u304a\u3088\u3073FAQ\u30a8\u30f3\u30b8\u30f3\u304b\u3089\u7d2f\u7a4d\u7684\u306a\u53ef\u80fd\u6027\u306e\u3042\u308b\u4e00\u81f4\u304c\u8fd4\u3055\u308c\u3001\u305d\u308c\u3089\u306e\u4e00\u81f4\u306f\u500b\u5225\u306b\u8fd1\u63a5\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E8%A4%87%E6%95%B0%E3%81%AE%E3%82%A4%E3%83%B3%E3%83%86%E3%83%B3%E3%83%88%E3%83%A2%E3%83%87%E3%83%AB\"><\/span>\u8907\u6570\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u30e2\u30c7\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h2>\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>[vc_raw_html]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[\/vc_raw_html]<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><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"\u81ea\u7136\u8a00\u8a9e &gt; \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u4e0b\u306b\u3042\u308b \u3057\u304d\u3044\u5024\u304a\u3088\u3073\u8a2d\u5b9a \u30bb\u30af\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b21\u306e\u3088\u3046\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3053\u3068\u3067\u3001Bot\u3067\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u308b\u5404\u8a00\u8a9e\u306e\u30a4\u30f3\u30c6\u30f3\u30c8\u691c\u51fa\u306e\u8abf\u6574\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30df\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb &#8211; \u8a73\u7d30\u306f\u3053\u3061\u3089 \u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb &#8211; \u8a73\u7d30\u306f\u3053\u3061\u3089 \u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5 &#8211; \u8a73\u7d30\u306f\u3053\u3061\u3089 \u30e9\u30f3\u30ad\u30f3\u30b0\u304a\u3088\u3073\u89e3\u6c7a\u30a8\u30f3\u30b8\u30f3 &#8211; \u8a73\u7d30\u306f\u3053\u3061\u3089 \u3053\u308c\u3089\u3068\u306f\u5225\u306b\u3001NLP\u306e\u8a73\u7d30\u8a2d\u5b9a\u306e\u4e0b\u306b\u306f\u3001\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u8981\u4ef6\u306b\u4f7f\u7528\u3067\u304d\u308b\u8a73\u7d30\u8a2d\u5b9a\u304c\u3042\u308a\u307e\u3059\u3002 \u8b66\u544a\uff1a\u307b\u3068\u3093\u3069\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u3068\u3063\u3066\u3001\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u306b\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u304c\u7406\u60f3\u7684\u3067\u3059\u3002\u8a2d\u5b9a\u304c\u9069\u5207\u306b\u884c\u308f\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001Bot\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u60aa\u5f71\u97ff\u3092\u53ca\u307c\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u8a2d\u5b9a\u3057\u3066\u3044\u308b\u6a5f\u80fd\u306b\u3064\u3044\u3066\u5341\u5206\u306a\u7406\u89e3\u304c\u5f97\u3089\u308c\u3066\u3044\u306a\u3044\u9650\u308a\u306f\u3001\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002 \u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u304b\u3089\u8a2d\u5b9a\u53ef\u80fd\u306a\u5404\u7a2e\u8a2d\u5b9a\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8868\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u8a2d\u5b9a \u8aac\u660e \u5f71\u97ff\u3092\u53d7\u3051\u308bNLP\u30a8\u30f3\u30b8\u30f3 \u6709\u52b9\u306a\u5165\u529b \u6ce8\u91c8 \u8907\u5408\u8a9e\u306e\u5206\u5272 \u3053\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u3001\u8907\u5408\u8a9e\u3092\u8907\u6570\u306e\u30b9\u30c6\u30e0\u306b\u5206\u5272\u3057\u3001\u500b\u3005\u306e\u30b9\u30c6\u30e0\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 ML \u6709\u52b9\u3001 \u7121\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09 \u30c9\u30a4\u30c4\u8a9e\u306eBot\u306e\u307f\u30b5\u30dd\u30fc\u30c8 None\u30a4\u30f3\u30c6\u30f3\u30c8 \u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u30c0\u30df\u30fc\u306e\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0\u30a4\u30f3\u30c6\u30f3\u30c8\u304c\u4f5c\u6210\u3055\u308c\u3001ML\u30a8\u30f3\u30b8\u30f3\u3092\u4f7f\u7528\u3057\u305f\u30a4\u30f3\u30c6\u30f3\u30c8\u4e00\u81f4\u306e\u507d\u967d\u6027\u306e\u53ef\u80fd\u6027\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 ML \u6709\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09\u3001 \u7121\u52b9 \u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6\u306e\u6e1b\u8870 \u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6\u306e\u6e1b\u8870\u3092\u4f7f\u7528\u3057\u3066\u3001\u77ed\u3044\u8cea\u554f\u3067\u306e\u30da\u30ca\u30eb\u30c6\u30a3\u3092\u56de\u907f\u3057\u307e\u3059\u3002 KG \u6709\u52b9\uff08\u30c7\u30d5\u30a9\u30eb\u30c8\uff09\u3001 \u7121\u52b9 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7 \u30a4\u30f3\u30c6\u30f3\u30c8\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u5229\u7528\u53ef\u80fd\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af ML \u6a19\u6e96 (\u30c7\u30d5\u30a9\u30eb\u30c8)\u3001MLP-BOW\u3001MLP-WordEmbeddings\u3001LSTM\u3001CNN \u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc \u30a8\u30dd\u30c3\u30af \u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u53cd\u5fa9\u56de\u6570 ML 20\uff5e300\u306e\u9593\u3001 10\u523b\u307f \uff08\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u3067\u306f20\uff09 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bf\u30a4\u30d7\u304cMLP-BOW\u3001MLP-WordEmbeddings\u3001LSTM\u3001CNN\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306e\u307f\u6709\u52b9 \u30d0\u30c3\u30c1\u30b5\u30a4\u30ba...","protected":false},"author":9,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,115],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/multisite.korebots.com\/v9-0\/wp-json\/wp\/v2\/posts\/26374"}],"collection":[{"href":"https:\/\/multisite.korebots.com\/v9-0\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/multisite.korebots.com\/v9-0\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/multisite.korebots.com\/v9-0\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/multisite.korebots.com\/v9-0\/wp-json\/wp\/v2\/comments?post=26374"}],"version-history":[{"count":7,"href":"https:\/\/multisite.korebots.com\/v9-0\/wp-json\/wp\/v2\/posts\/26374\/revisions"}],"predecessor-version":[{"id":27782,"href":"https:\/\/multisite.korebots.com\/v9-0\/wp-json\/wp\/v2\/posts\/26374\/revisions\/27782"}],"wp:attachment":[{"href":"https:\/\/multisite.korebots.com\/v9-0\/wp-json\/wp\/v2\/media?parent=26374"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/multisite.korebots.com\/v9-0\/wp-json\/wp\/v2\/categories?post=26374"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/multisite.korebots.com\/v9-0\/wp-json\/wp\/v2\/tags?post=26374"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}