{"id":283,"date":"2015-04-13T12:16:43","date_gmt":"2015-04-13T03:16:43","guid":{"rendered":"http:\/\/mieru-ca.com\/blog\/?p=283"},"modified":"2021-06-18T05:54:49","modified_gmt":"2021-06-18T05:54:49","slug":"research-basics-of-text-mining","status":"publish","type":"post","link":"https:\/\/mieru-ca.com\/blog\/research-basics-of-text-mining\/","title":{"rendered":"\u3010\u7814\u7a76\u3011\u6280\u8853\u7684\u5074\u9762\u304b\u3089\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u8003\u5bdf ~\u7b2c1\u56de\u3000\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u57fa\u672c\u4e2d\u306e\u57fa\u672c\u3001\u5f62\u614b\u7d20\u89e3\u6790\u3068BOW\u3068\u306f~"},"content":{"rendered":"<p style=\"text-align: left;\">\u300c\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6280\u8853\u7684\u306b\u7d10\u89e3\u3044\u3066\u307f\u305f\u3044\u300d\u3068\u3044\u3046\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u5f53\u9023\u8f09\u3092\u59cb\u3081\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u3068\u306f\u3044\u3048\u3001\u4e2d\u3005\u3053\u308c\u306f\u58ee\u5927\u306a\u53d6\u308a\u7d44\u307f\u306b\u306a\u308a\u307e\u3059\u3002\u5148\u304c\u3069\u3046\u306a\u308b\u304b\u308f\u304b\u3089\u306a\u3044\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u306a\u306b\u3054\u3068\u3082\u3068\u306b\u304b\u304f\u89e6\u308c\u3066\u307f\u308b\u3084\u3063\u3066\u307f\u308b\u3001\u3059\u306a\u308f\u3061\u30cf\u30f3\u30ba\u30aa\u30f3\u304c\u91cd\u8981\u3067\u3059\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001\u521d\u671f\u306e\u4e09\u90e8\u4f5c\u3060\u3051\u4e88\u544a\u3057\u3066\u3001\u9023\u8f09\u3092\u59cb\u3081\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n<!--more-->\u3068\u306b\u304b\u304f\u521d\u671f\u306e\u4e09\u90e8\u4f5c\u3067\u306f\u3001\u300c\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u77e5\u898b\u304b\u3089\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u5909\u9077\u3092\u632f\u308a\u8fd4\u308b\u300d\u3082\u306e\u3068\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u56de\u3067\u306f\u3001<br \/>\n<strong>\u7b2c1\u56de\u3000\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u57fa\u672c\u4e2d\u306e\u57fa\u672c\u3001\u5f62\u614b\u7d20\u89e3\u6790\u3068BOW<\/strong><strong>\u3068\u306f<\/strong><br \/>\n<strong>\u7b2c2\u56de\u3000<\/strong><strong>\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u57fa\u672c\u7684\u624b\u6cd5\uff08TFIDF<\/strong><strong>\u3001LSI<\/strong><strong>\u3001LDA<\/strong><strong>\uff09<\/strong><br \/>\n<strong>\u7b2c3\u56de\u3000\u00a0<\/strong><strong>\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u5909\u9077\u307e\u3068\u3081\uff5e\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u624b\u6cd5\u306b\u57fa\u3065\u3044\u305f\u30ed\u30b8\u30c3\u30af\u306e\u63a8\u5b9a<\/strong><br \/>\n\u3092\u30c6\u30fc\u30de\u3068\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u3042\u307e\u308a\u3053\u308c\u307e\u3067\u884c\u308f\u308c\u3066\u3053\u306a\u304b\u3063\u305f\u53d6\u308a\u7d44\u307f\u3060\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u975e\u5e38\u306b\u9762\u767d\u3044\u3082\u306e\u306b\u306a\u308b\u3068\u78ba\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002\u8aad\u307f\u5fdc\u3048\u306e\u3042\u308b\u9023\u8f09\u306b\u3067\u304d\u308b\u3088\u3046\u3001\u9811\u5f35\u3063\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u4eca\u5f8c\u3068\u3082\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3057\u307e\u3059\u3002<br \/>\n\u4ee5\u4e0b\u304c\u7b2c1\u56de\u8a18\u4e8b\u306e\u76ee\u6b21\u3067\u3059\u3002<\/p>\n<h2><span style=\"font-size: 14pt;\"><strong>\u25a0 <\/strong><strong>\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3068\u306f\u3001\u9375\u3092\u63e1\u308b\u6280\u8853\uff1a\u5f62\u614b\u7d20\u89e3\u6790<\/strong><\/span><\/h2>\n<p>\u6700\u521d\u306b\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u8a8d\u8b58\u5408\u308f\u305b\u3092\u3057\u307e\u3057\u3087\u3046\u3002<br \/>\nWikipedia\u306e\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u30da\u30fc\u30b8\u306b\u306f\u3001<\/p>\n<table style=\"height: 151px; border-color: #ffffff; background-color: #ebebeb;\" border=\"1\" width=\"593\">\n<tbody>\n<tr>\n<td><em>\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\uff08text mining<\/em><em>\uff09\u306f\u3001\u6587\u5b57\u5217\u3092\u5bfe\u8c61\u3068\u3057\u305f\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u3053\u3068\u3067\u3042\u308b\u3002\u901a\u5e38\u306e\u6587\u7ae0\u304b\u3089\u306a\u308b\u30c7\u30fc\u30bf\u3092\u5358\u8a9e\u3084\u6587\u7bc0\u3067\u533a\u5207\u308a\u3001\u305d\u308c\u3089\u306e\u51fa\u73fe\u306e\u983b\u5ea6\u3084\u5171\u51fa\u73fe\u306e\u76f8\u95a2\u3001\u51fa\u73fe\u50be\u5411\u3001\u6642\u7cfb\u5217\u306a\u3069\u3092\u89e3\u6790\u3059\u308b\u3053\u3068\u3067\u6709\u7528\u306a\u60c5\u5831\u3092\u53d6\u308a\u51fa\u3059\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u5206\u6790\u65b9\u6cd5\u3067\u3042\u308b\u3002<\/em><br \/>\n<em>\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u591a\u304f\u306f\u5f62\u5f0f\u304c\u5b9a\u307e\u3063\u3066\u304a\u3089\u305a\u3001\u307e\u305f\u65e5\u672c\u8a9e\u306f\u82f1\u8a9e\u306a\u3069\u3068\u6bd4\u3079\u3066\u5358\u8a9e\u306e\u5883\u754c\u5224\u5225\u306e\u5fc5\u8981\u6027\uff08\u2192\u308f\u304b\u3061\u66f8\u304d\uff09\u3084\u6587\u6cd5\u3086\u3089\u304e\u304c\u5927\u304d\u3044\u70b9\u306b\u304a\u3044\u3066\u5f62\u614b\u7d20\u89e3\u6790\u304c\u56f0\u96e3\u3067\u3042\u3063\u305f\u304c\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u767a\u5c55\u306b\u3088\u308a\u5b9f\u7528\u7684\u306a\u6c34\u6e96\u306e\u5206\u6790\u304c\u53ef\u80fd\u3068\u306a\u3063\u305f\u3002\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u5bfe\u8c61\u3068\u3057\u3066\u306f\u3001\u9867\u5ba2\u304b\u3089\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u56de\u7b54\u3084\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306b\u5bc4\u305b\u3089\u308c\u308b\u8cea\u554f\u3084\u610f\u898b\u3001\u96fb\u5b50\u63b2\u793a\u677f\u3084\u30e1\u30fc\u30ea\u30f3\u30b0\u30ea\u30b9\u30c8\u306b\u84c4\u7a4d\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306a\u3069\u304c\u3042\u308b\u3002<\/em><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3068\u3042\u308a\u307e\u3059\u3002\u5c0f\u96e3\u3057\u3044\u8a71\u306a\u306e\u3067\u3056\u3063\u304f\u308a\u307e\u3068\u3081\u308b\u3068\u3001\u65e5\u672c\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\uff08\u6587\u7ae0\u306e\u5206\u6790\uff09\u306f\u3001\u5206\u304b\u3061\u66f8\u304d\uff08\u6587\u3092\u6700\u5c0f\u306e\u5358\u4f4d\u3001\u5358\u8a9e\uff09\u306b\u5206\u3051\u3066\u8a18\u8ff0\u3059\u308b\u3053\u3068\u3067\u3059\u3002<br \/>\n\u300c\u50d5\u306f\u30b8\u30e7\u30f3\u306b\u4f1a\u3063\u305f\u300d\u306a\u3089\u300c\u50d5\uff5c\u306f\uff5c\u30b8\u30e7\u30f3\uff5c\u306b\uff5c\u4f1a\u3063\uff5c\u305f\u300d\u306b\u306a\u308b\u3002\uff09\u306b\u3088\u308b\u5f62\u614b\u7d20\u89e3\u6790\u304c\u9375\u306b\u306a\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u5f62\u614b\u7d20\u89e3\u6790\u3068\u306f\u6587\u3092\u69cb\u6210\u3059\u308b\u6700\u5c0f\u306e\u69cb\u6210\u8981\u7d20\u306b\u5206\u5272\u3059\u308b\u3068\u3044\u3046\u624b\u6cd5\u306e\u3053\u3068\u3067\u3059\u3002\u6587\u306e\u6700\u5c0f\u5358\u4f4d\u3092\u5f62\u614b\u7d20\u3068\u8aad\u3093\u3067\u3044\u307e\u3059\u3002<br \/>\n\u5f62\u614b\u7d20\u89e3\u6790\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u884c\u3046\u306b\u306f\u5f62\u614b\u7d20\u89e3\u6790\u7528\u306e\u30bd\u30d5\u30c8\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u4e2d\u3067\u3082\u3001\u8457\u8005\u304c\u6bce\u56de\u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u306fmecab\u3068\u3044\u3046\u30aa\u30fc\u30d7\u30f3\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3059\u3002<br \/>\nmecab\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3057\u3066\u307f\u305f\u3044\u65b9\u306f\u3001\u4ee5\u4e0b\u306eURL\u306e\u30b5\u30a4\u30c8\u304b\u3089\u7121\u6599\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<br \/>\n<a href=\"https:\/\/mecab.googlecode.com\/svn\/trunk\/mecab\/doc\/index.html#download\">https:\/\/mecab.googlecode.com\/svn\/trunk\/mecab\/doc\/index.html#download<\/a><br \/>\n\u305f\u3068\u3048\u3070\u3001\u300c\u3059\u3082\u3082\u3082\u3082\u3082\u3082\u3082\u3082\u306e\u3046\u3061\u300d\u306b\u304a\u3044\u3066mecab\u3092\u7528\u3044\u305f\u7d50\u679c\u306f\u3001<a href=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/mecab\u3067\u5206\u6790\u3057\u305f\u3059\u3082\u3082\u3082\u3082\u3082\u3082\u3082\u3082\u306e\u3046\u3061.png\"><img decoding=\"async\" class=\"size-full wp-image-59 aligncenter lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/mecab\u3067\u5206\u6790\u3057\u305f\u3059\u3082\u3082\u3082\u3082\u3082\u3082\u3082\u3082\u306e\u3046\u3061.png\" alt=\"mecab\u3067\u5206\u6790\u3057\u305f\u3059\u3082\u3082\u3082\u3082\u3082\u3082\u3082\u3082\u306e\u3046\u3061\" width=\"422\" height=\"146\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 422px; --smush-placeholder-aspect-ratio: 422\/146;\" \/><\/a><br \/>\n\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u5b9f\u969b\u306b\u3046\u307e\u304f\u3044\u3063\u3066\u3044\u307e\u3059\u3002\u5076\u7136\u306a\u306e\u3067\u306f\u306a\u3044\u304b\u601d\u3046\u65b9\u3082\u304a\u3089\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u3082\u3046\u5c11\u3057\u5177\u4f53\u4f8b\u3067\u5b9f\u9a13\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u96a3\u306e\u5ba2\u306f\u3088\u304f\u67ff\u98df\u3046\u5ba2\u3060<img decoding=\"async\" class=\"size-full wp-image-58 aligncenter lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/mecab\u3067\u5206\u6790\u3057\u305f\u67ff\u3092\u98df\u3046\u5ba2.png\" alt=\"mecab\u3067\u5206\u6790\u3057\u305f\u67ff\u3092\u98df\u3046\u5ba2\" width=\"484\" height=\"165\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 484px; --smush-placeholder-aspect-ratio: 484\/165;\" \/><\/li>\n<li>\u660e\u65e5\u304b\u3089\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3057\u307e\u3059\u3002<img decoding=\"async\" class=\"size-full wp-image-57 aligncenter lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/mecab\u3067\u5206\u6790\u3057\u305f\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3057\u307e\u3059.png\" alt=\"mecab\u3067\u5206\u6790\u3057\u305f\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3057\u307e\u3059\" width=\"479\" height=\"115\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 479px; --smush-placeholder-aspect-ratio: 479\/115;\" \/><\/li>\n<li>\u8ae6\u3081\u305f\u3089\u305d\u3053\u3067\u8a66\u5408\u7d42\u4e86\u3067\u3059\u3088\u3002<a href=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/mecab\u3067\u5206\u6790\u3057\u305f\u3042\u304d\u3089\u3081\u305f\u3089\u305d\u3053\u3067\u8a66\u5408\u7d42\u4e86.png\"><img decoding=\"async\" class=\"size-full wp-image-56 aligncenter lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/mecab\u3067\u5206\u6790\u3057\u305f\u3042\u304d\u3089\u3081\u305f\u3089\u305d\u3053\u3067\u8a66\u5408\u7d42\u4e86.png\" alt=\"mecab\u3067\u5206\u6790\u3057\u305f\u3042\u304d\u3089\u3081\u305f\u3089\u305d\u3053\u3067\u8a66\u5408\u7d42\u4e86\" width=\"482\" height=\"144\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 482px; --smush-placeholder-aspect-ratio: 482\/144;\" \/><\/a><\/li>\n<\/ul>\n<p>\u3069\u308c\u3082\u3046\u307e\u304f\u5206\u5272\u3067\u304d\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u5206\u5272\u3057\u305f\u5f62\u614b\u7d20\u3092\u5143\u306b\u3001\u69d8\u3005\u306a\u624b\u6cd5\u3067\u5206\u6790\u3059\u308b\u306e\u304c\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3067\u3059\u3002\uff08TFIDF\u3001LSI\u3001LDA\u306a\u3069\u306e\u7d71\u8a08\u89e3\u6790\u624b\u6cd5\u306b\u95a2\u3057\u3066\u306f\u3001\u7d19\u9762\u306e\u90fd\u5408\u4e0a\u6b21\u56de\u3068\u3044\u305f\u3057\u307e\u3059\u3002\uff09<\/p>\n<h2><span style=\"font-size: 14pt;\"><strong>\u25a0 <\/strong><strong>\u5f62\u614b\u7d20\u89e3\u6790\u306e\u4ed5\u7d44\u307f<\/strong><\/span><\/h2>\n<p>\u5f62\u614b\u7d20\u89e3\u6790\u3063\u3066\u4e0d\u601d\u8b70\u306a\u3082\u306e\u3067\u3059\u3002\u300c\u3069\u3046\u3084\u3063\u3066\u5206\u5272\u3057\u3066\u3044\u308b\u306e\u3060\u308d\u3046\u304b\u300d\u3068\u6c17\u306b\u306a\u308b\u65b9\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u6614\u306b\u6d41\u884c\u3063\u305f\u583a\u6b63\u7ae0\u306e\u3055\u3089\u3070\u604b\u4eba\u306e\u300c\u3055\u3088\u306a\u3089\u3068\u304b\u3044\u305f\u3066\u304c\u307f\u300d\u304c\u300c\u3055\u3088\u306a\u3089\uff5c\u3068\uff5c\u304b\u3044\u305f\uff5c\u3066\u304c\u307f\u300d\u3067\u306f\u306a\u304f\u300c\u3055\u3088\u306a\u3089\uff5c\u3068\u304b\u3044\uff5c\u305f\u3066\u304c\u307f\u300d\u3068\u805e\u304d\u9593\u9055\u3044\u3092\u3057\u3066\u3044\u305f\u4eba\u304c\u591a\u3044\u3068\u3044\u3046\u306e\u306f\u6709\u540d\u306a\u8a71\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u300c\u3055\u3088\u306a\u3089\u3068\u304b\u3044\u305f\u3066\u304c\u307f\u300d\u3092\u5f62\u614b\u7d20\u89e3\u6790\u3057\u3066\u307f\u307e\u3057\u305f\u3002<br \/>\n<a href=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u3055\u3088\u306a\u3089\u3068\u304b\u3044\u305f\u3066\u304c\u307f.png\"><img decoding=\"async\" class=\"alignnone size-full wp-image-66 lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u3055\u3088\u306a\u3089\u3068\u304b\u3044\u305f\u3066\u304c\u307f.png\" alt=\"\u3055\u3088\u306a\u3089\u3068\u304b\u3044\u305f\u3066\u304c\u307f\" width=\"484\" height=\"81\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 484px; --smush-placeholder-aspect-ratio: 484\/81;\" \/><\/a><br \/>\n\u7d50\u679c\u3068\u3057\u3066\u306f\u4e0a\u8a18\u3067\u3059\u3002\u300c\u305f\u300d\u304c\u52a9\u8a5e\u3001\u300c\u3066\u304c\u307f\u300d\u304c\u540d\u8a5e\u3067\u306f\u306a\u304f\u3001\u300c\u305f\u3066\u304c\u307f\u300d\u3067\u4e00\u3064\u306e\u540d\u8a5e\u3068\u3057\u3066\u691c\u51fa\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3053\u3053\u3067\u5c11\u3057\u7acb\u3061\u6b62\u307e\u3063\u3066\u8003\u3048\u3066\u307f\u308b\u3068\u3001\u5168\u3066\u5e73\u4eee\u540d\u3067\u66f8\u3044\u3066\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u306b\u6c17\u3065\u304d\u307e\u3059\u3002<br \/>\n\u4eba\u9593\u304c\u76ee\u3067\u898b\u3066\u3082\u5e73\u4eee\u540d\u306e\u5834\u5408\u306f\u8aad\u307f\u9055\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u306a\u306e\u3067\u3001\u6f22\u5b57\u306b\u5909\u66f4\u3057\u305f\u308a\u3057\u306a\u304b\u3063\u305f\u308a\u306e\u30d1\u30bf\u30fc\u30f3\u3067\u3044\u304f\u3064\u304b\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<ol>\n<li>\u300c\u304b\u3044\u305f\u300d\u3092\u6f22\u5b57\u3001\u300c\u3066\u304c\u307f\u300d\u3092\u6f22\u5b57<img decoding=\"async\" class=\"alignnone size-full wp-image-64 lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u66f8\u3044\u305f\u3092\u6f22\u5b57\u3001\u3066\u304c\u307f\u3092\u3072\u3089\u304c\u306a.png\" alt=\"\u66f8\u3044\u305f\u3092\u6f22\u5b57\u3001\u3066\u304c\u307f\u3092\u3072\u3089\u304c\u306a\" width=\"510\" height=\"81\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 510px; --smush-placeholder-aspect-ratio: 510\/81;\" \/><\/li>\n<li>\u300c\u304b\u3044\u305f\u300d\u3092\u6f22\u5b57\u3001\u300c\u3066\u304c\u307f\u300d\u3092\u5e73\u4eee\u540d<img decoding=\"async\" class=\"alignnone size-full wp-image-65 lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u3055\u3088\u306a\u3089\u3068\u66f8\u3044\u305f\u624b\u7d19.png\" alt=\"\u3055\u3088\u306a\u3089\u3068\u66f8\u3044\u305f\u624b\u7d19\" width=\"513\" height=\"97\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 513px; --smush-placeholder-aspect-ratio: 513\/97;\" \/><\/li>\n<li>\u300c\u304b\u3044\u305f\u300d\u3092\u5e73\u4eee\u540d\u3001\u300c\u3066\u304c\u307f\u300d\u3092\u6f22\u5b57<img decoding=\"async\" class=\"alignnone size-full wp-image-63 lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u304b\u3044\u305f\u3092\u3072\u3089\u304c\u306a\u3001\u624b\u7d19\u3092\u6f22\u5b57.png\" alt=\"\u304b\u3044\u305f\u3092\u3072\u3089\u304c\u306a\u3001\u624b\u7d19\u3092\u6f22\u5b57\" width=\"514\" height=\"99\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 514px; --smush-placeholder-aspect-ratio: 514\/99;\" \/><\/li>\n<\/ol>\n<p>\u7d50\u679c\u3068\u3057\u3066\u306f\u3001\u2460\u3068\u2462\u304c\u6210\u529f\u3067\u2461\u304c\u5931\u6557\u3067\u3057\u305f\u3002\u3053\u308c\u306f\u3069\u3046\u3044\u3046\u3053\u3068\u306a\u306e\u3067\u3057\u3087\u3046\u304b\u3002<br \/>\n\u539f\u56e0\u3068\u3057\u3066\u306f\u3001mecab\u306e\u30ed\u30b8\u30c3\u30af\u306b\u3042\u308a\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf\">https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf<\/a><br \/>\n\u4e0a\u8a18URL\u306f\u5b9f\u969b\u306bmecab\u3092\u4f5c\u6210\u3057\u305f\u3001\u5948\u826f\u5148\u7aef\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u5927\u5b66\u51fa\u8eab\u3067google\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30ad\u30e3\u30ea\u30a2\u3092\u6301\u3064\u5de5\u85e4\u6c0f\u304cmecab\u306e\u30ed\u30b8\u30c3\u30af\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u3053\u3061\u3089\u306e\u8cc7\u6599\u306f\u60c5\u5831\u91cf\u304c\u591a\u304f\u8aad\u3080\u306b\u306f\u3064\u3089\u3044\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u4e00\u90e8\u629c\u7c8b\u3057\u3066\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002<br \/>\n\uff08\u8a73\u7d30\u304c\u6c17\u306b\u306a\u308b\u65b9\u306f\u4e0a\u8a18URL\u306e\u5148\u306e\u8cc7\u6599\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\uff09<br \/>\nmecab\u306e\u4ed5\u7d44\u307f\u3092\u77e5\u308b\u305f\u3081\u306b\u7406\u89e3\u3059\u308b\u3068\u3088\u3044\u306e\u306f\u3001<\/p>\n<ul>\n<li>\u5358\u8a9e\u8f9e\u66f8<\/li>\n<li>\u5f62\u614b\u7d20\u30e9\u30c6\u30a3\u30b9<\/li>\n<li>\u6700\u5c0f\u30b3\u30b9\u30c8\u6cd5<\/li>\n<\/ul>\n<p>\u306e\u4e09\u3064\u3067\u3059\u3002\u3053\u308c\u3089\u306b\u3064\u3044\u3066\u4ee5\u4e0b\u3067\u8aac\u660e\u3057\u307e\u3059\u3002<br \/>\n<strong><span style=\"text-decoration: underline;\">\u30fb\u5358\u8a9e\u8f9e\u66f8<\/span><\/strong><br \/>\n\u5f62\u614b\u7d20\u89e3\u6790\u3092\u884c\u3046\u306b\u3042\u305f\u308a\u3001\u6587\u7ae0\u304b\u3089\u5358\u8a9e\u3092\u5206\u304b\u3061\u66f8\u304d\u3057\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u969b\u306b\u3069\u3053\u3067\u5207\u308c\u3070\u3088\u3044\u304b\u3068\u3044\u3046\u306e\u304c\u307e\u305a\u4e00\u3064\u306e\u8ab2\u984c\u3067\u3059\u3002\u524d\u8ff0\u306e\u4f8b\u306e\u300c\u3055\u3088\u306a\u3089\u3068\u304b\u3044\u305f\u3066\u304c\u307f\u300d\u306e\u3088\u3046\u306b\u6587\u306b\u306f\u69d8\u3005\u306a\u5206\u3051\u65b9\u304c\u5b58\u5728\u3057\u307e\u3059\u304c\u3001\u307e\u305a\u5168\u3066\u306e\u3042\u308a\u3046\u308b\u7d50\u679c\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3092\u8003\u3048\u307e\u3057\u3087\u3046\u3002\u305d\u3053\u3067\u5fc5\u8981\u306b\u306a\u308b\u306e\u304c\u5358\u8a9e\u306e\u8f9e\u66f8\u3067\u3059\u3002<br \/>\n\u305d\u308c\u305e\u308c\u306e\u54c1\u8a5e\u306b\u5bfe\u3057\u3066\u3001\u540d\u8a5e\u306a\u3089\u300c\u3055\u3088\u306a\u3089\u300d\u3001\u300c\u3068\u304b\u3044\u300d\u3001\u300c\u305f\u3066\u304c\u307f\u300d\u3060\u3057\u3001\u52a9\u8a5e\u306a\u3089\u300c\u3066\u300d\u3001\u300c\u306b\u300d\u3001\u300c\u3092\u300d\u3001\u300c\u306f\u300d\u3001\u300c\u3068\u300d\u3067\u3059\u3002\u52d5\u8a5e\u3060\u3068\u300c\u66f8\u304f\u300d\u3067\u3059\u3002\u52d5\u8a5e\u306f\u6587\u4e2d\u306b\u539f\u578b\u3067\u306a\u3044\u5f62\u3067\u51fa\u73fe\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u539f\u578b\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u8f9e\u66f8\u3068\u3044\u3046\u306e\u306f\u5358\u8a9e\u30ea\u30b9\u30c8\u3092\u60f3\u50cf\u3055\u308c\u308b\u65b9\u304c\u591a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u5358\u8a9e\u306f10\u4e07\u4ee5\u4e0a\u306b\u3082\u308f\u305f\u308a\u3001\u3053\u308c\u3089\u3092\u6bce\u56de\u691c\u7d22\u3057\u3066\u3044\u3066\u306f\u8a08\u7b97\u6642\u9593\u304c\u81a8\u5927\u306b\u304b\u304b\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8f9e\u66f8\u306e\u6301\u3061\u65b9\u3092\u3057\u3066\u3001\u7ba1\u7406\u3092\u3057\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u5358\u8a9e\u8f9e\u66f8.png\"><img decoding=\"async\" class=\"alignnone size-full wp-image-70 lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u5358\u8a9e\u8f9e\u66f8.png\" alt=\"\u5358\u8a9e\u8f9e\u66f8\" width=\"600\" height=\"366\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/366;\" \/><br \/>\n<\/a>\u51fa\u5178:\u00a0<a href=\"https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf\">https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf<\/a><br \/>\n\u4e0a\u56f3\u306e\u3088\u3046\u306b\u3001\u4e00\u6587\u5b57\u76ee\u3001\u4e8c\u6587\u5b57\u76ee\u3068\u305f\u3069\u3063\u3066\u3044\u3051\u308b\u3088\u3046\u306a\u8f9e\u66f8\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u767d\u4e38\u306f\u6b21\u304c\u3042\u308b\u5834\u5408\u3001\u8d64\u4e38\u306f\u5358\u8a9e\u306e\u7d42\u4e86\u3068\u3057\u3066\u610f\u5473\u304c\u901a\u3058\u308b\u3082\u306e\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002\u4e0a\u56f3\u4f8b\u3060\u3068\u3001\u4e00\u6587\u5b57\u76ee\u304c\u300c\u3042\u300d\u306e\u5834\u5408\u306f\u3001\u300c\u3042\u308f\u300d\u3001\u300c\u3042\u3089\u300d\u3001\u300c\u3042\u3089\u3057\u300d\u3001\u300c\u3042\u3089\u307e\u304d\u300d\u3092\u8f9e\u66f8\u3068\u3057\u3066\u6301\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3092\u610f\u5473\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u4e0a\u8a18\u306e\u8f9e\u66f8\u3092\u7528\u3044\u3066\u3001\u5f62\u614b\u7d20\u89e3\u6790\u306e\u7d50\u679c\u3068\u3057\u3066\u3042\u308a\u3046\u308b\u5168\u30d1\u30bf\u30fc\u30f3\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<br \/>\n<strong><span style=\"text-decoration: underline;\">\u30fb\u5f62\u614b\u7d20\u30e9\u30c6\u30a3\u30b9<\/span><\/strong><br \/>\n\u5f62\u614b\u7d20\u30e9\u30c6\u30a3\u30b9\u3068\u306f\u3001\u524d\u8ff0\u306e\u8f9e\u66f8\u3092\u7528\u3044\u3066\u62bd\u51fa\u3057\u305f\u3059\u3079\u3066\u306e\u3042\u308a\u3046\u308b\u5206\u304b\u3061\u66f8\u304d\u306e\u7d50\u679c\u3092\u30b0\u30e9\u30d5\u3067\u8868\u73fe\u3057\u305f\u69cb\u9020\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u5f62\u614b\u7d20\u30e9\u30c6\u30a3\u30b9.png\"><img decoding=\"async\" class=\"alignnone size-large wp-image-72 lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u5f62\u614b\u7d20\u30e9\u30c6\u30a3\u30b9-1024x346.png\" alt=\"\u5f62\u614b\u7d20\u30e9\u30c6\u30a3\u30b9\" width=\"604\" height=\"204\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 604px; --smush-placeholder-aspect-ratio: 604\/204;\" \/><br \/>\n<\/a>\u51fa\u5178:\u00a0<a href=\"https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf\">https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf<\/a><br \/>\n\u305f\u3068\u3048\u3070\u3001\u300c\u6771\u4eac\u90fd\u306b\u4f4f\u3080\u300d\u3067\u3042\u308c\u3070\u3001\u5f62\u614b\u7d20\u30e9\u30c6\u30a3\u30b9\u306f\u4e0a\u56f3\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001\u3042\u308a\u3046\u308b\u5206\u304b\u3061\u66f8\u304d\u306e\u7d50\u679c\u3092\u5168\u3066\u30b0\u30e9\u30d5\u3067\u8868\u73fe\u3057\u305f\u306e\u304c\u5f62\u614b\u7d20\u30e9\u30c6\u30a3\u30b9\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n<strong><span style=\"text-decoration: underline;\">\u30fb\u6700\u5c0f\u30b3\u30b9\u30c8\u6cd5<\/span><\/strong><br \/>\n\u6700\u5c0f\u30b3\u30b9\u30c8\u6cd5\u3068\u306f\u3001\u5f62\u614b\u7d20\u30e9\u30c6\u30a3\u30b9\u306e\u4e2d\u3067\u3069\u308c\u304c\u4e00\u756a\u6b63\u3057\u3044\u3068\u601d\u308f\u308c\u308b\u5206\u304b\u3061\u66f8\u304d\u306e\u4ed5\u65b9\u306a\u306e\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u307e\u3059\u3002<br \/>\n\u30b3\u30b9\u30c8\u3068\u306f\u5177\u4f53\u7684\u306b\u306f\u3001<\/p>\n<ul>\n<li>\u4e8c\u3064\u306e\u5358\u8a9e\u306e\u3064\u306a\u304c\u308a\u306b\u304f\u3055\uff08\u9023\u63a5\u30b3\u30b9\u30c8\uff09<\/li>\n<li>\u4e00\u3064\u306e\u5358\u8a9e\u306e\u51fa\u73fe\u3057\u3084\u3059\u3055\uff08\u751f\u8d77\u30b3\u30b9\u30c8\uff09<\/li>\n<\/ul>\n<p>\u306e\u4e8c\u3064\u306e\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u3089\u3092\u5404\u5358\u8a9e\u306e\u8f9e\u66f8\u3068\u3068\u3082\u306b\u6301\u3064\u3053\u3068\u3067\u3001\u8a08\u7b97\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002\uff08\u30b3\u30b9\u30c8\u306b\u95a2\u3057\u3066\u306f\u3001\u6587\u672b\u306e\u30c8\u30ea\u30d3\u30a2\uff08\u30ea\u30f3\u30af\u3067\u98db\u3070\u3059\uff09\u306e\u3068\u3053\u308d\u3067\u307e\u3068\u3081\u3066\u3044\u308b\u306e\u3067\u305d\u3061\u3089\u3092\u3054\u78ba\u8a8d\u4e0b\u3055\u3044\uff09<br \/>\n<a href=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u6700\u5c0f\u30b3\u30b9\u30c8\u6cd5.png\"><img decoding=\"async\" class=\"alignnone size-full wp-image-83 lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u6700\u5c0f\u30b3\u30b9\u30c8\u6cd5.png\" alt=\"\u6700\u5c0f\u30b3\u30b9\u30c8\u6cd5\" width=\"574\" height=\"232\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 574px; --smush-placeholder-aspect-ratio: 574\/232;\" \/><\/a><br \/>\n\u51fa\u5178:\u00a0<a href=\"https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf\">https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf<\/a><br \/>\n\u4e0a\u56f3\u304c\u3001\u300c\u6771\u4eac\u90fd\u306b\u4f4f\u3080\u300d\u306e\u5f62\u614b\u7d20\u30e9\u30c6\u30a3\u30b9\u306b\u5bfe\u3057\u3001\u9023\u63a5\u30b3\u30b9\u30c8\u3068\u751f\u8d77\u30b3\u30b9\u30c8\u3092\u8a18\u3057\u3066\u307f\u305f\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002\u4e0a\u56f3\u3067\u306f\u3001\u300c\u6771\u4eac\uff5c\u90fd\uff5c\u306b\uff5c\u4f4f\u3080\u300d\u306e\u30b3\u30b9\u30c8\u304c<br \/>\n<strong>10+2+20+10+0+5+5+10+5=67<\/strong><strong>\uff08\u7dd1\u306e\u67a0\u3067\u304f\u304f\u3063\u305f\u6570\u5b57\u306e\u548c\uff09<\/strong><br \/>\n\u3068\u306a\u308a\u3001\u4ed6\u3068\u6bd4\u3079\u6700\u5c0f\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u6570\u5b57\u306e\u7f85\u5217\u3067\u308f\u304b\u308a\u306b\u304f\u3044\u306e\u3067\u3001\u4ed6\u306e5\u30d1\u30bf\u30fc\u30f3\u306b\u3064\u3044\u3066\u3082\u691c\u8a3c\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u6771\u4eac|\u90fd|\u306b\uff08\u52d5\u8a5e\uff09|\u4f4f\u3080\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u300010+2+20+10+5+30+10+10+5=102<\/li>\n<li>\u6771\uff5c\u4eac\uff5c\u90fd\uff5c\u306b\uff5c\u4f4f\u3080\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u300010+5+10+5+20+10+0+5+5+10+5=85<\/li>\n<li>\u6771\uff5c\u4eac\uff5c\u90fd\uff5c\u306b\uff08\u52d5\u8a5e\uff09\uff5c\u4f4f\u3080\u00a0\u00a0\u00a0 \uff1a\u300010+5+10+5+20+10+5+30+10+10+5=120<\/li>\n<li>\u6771\uff5c\u4eac\u90fd\uff5c\u306b\uff5c\u4f4f\u3080\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u300010+5+10+5+20+5+5+10+5=75<\/li>\n<li>\u6771\uff5c\u4eac\u90fd\uff5c\u306b\uff08\u52d5\u8a5e\uff09\uff5c\u4f4f\u3080\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u300010+5+10+5+10+30+10+10+5=95<\/li>\n<\/ul>\n<p>\u78ba\u304b\u306b\u3001\u300c\u6771\u4eac\uff5c\u90fd\uff5c\u306b\uff5c\u4f4f\u3080\u300d\u306e\u30b3\u30b9\u30c8\u304c\u4e00\u756a\u5c0f\u3055\u3044\u3068\u3044\u3046\u7d50\u679c\u3067\u3057\u305f\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001\u3053\u306e\u30b1\u30fc\u30b9\u306b\u304a\u3051\u308bmecab\u306e\u51fa\u529b\u306f\u300c\u6771\u4eac\uff5c\u90fd\uff5c\u306b\uff5c\u4f4f\u3080\u300d\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u3053\u306e\u3088\u3046\u306a\u65b9\u6cd5\u3067\u3001mecab\u306f\u5165\u529b\u6587\u306b\u5bfe\u3057\u3001\u5206\u304b\u3061\u66f8\u304d\u306e\u7d50\u679c\u3092\u8fd4\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3042\u304f\u307e\u3067\u3001\u6700\u3082\u305d\u3046\u3060\u3068\u601d\u308f\u308c\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u8fd4\u3057\u3066\u3044\u308b\u306b\u904e\u304e\u306a\u3044\u306e\u3067\u3001\u300c\u3055\u3088\u306a\u3089\u3068\u304b\u3044\u305f\u3066\u304c\u307f\u300d\u306e\u3088\u3046\u306b\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u9593\u9055\u3063\u305f\u7d50\u679c\u304c\u51fa\u529b\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308b\u306e\u3067\u3059\u3002<br \/>\n\uff08\u305f\u3060\u3057\u3001\u5e73\u4eee\u540d\u3067\u66f8\u3044\u3066\u3042\u308b\u30b1\u30fc\u30b9\u306f\u4eba\u9593\u3067\u3082\u8aad\u307f\u9055\u3048\u308b\u306e\u3060\u304b\u3089\u3001\u3053\u308c\u306b\u95a2\u3057\u3066\u306f\u3042\u308b\u7a0b\u5ea6\u306f\u4ed5\u65b9\u304c\u306a\u3044\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u3082\u601d\u3044\u307e\u3059\u3002\uff09<\/p>\n<h2><span style=\"font-size: 14pt;\"><strong>\u25a0 <\/strong><strong>\u5f62\u614b\u7d20\u89e3\u6790\u306b\u3088\u308b\u5206\u304b\u3061\u66f8\u304d\u304b\u3089\u884c\u5217\u5909\u63db\uff08BOW<\/strong><strong>\uff09\u307e\u3067<\/strong><\/span><\/h2>\n<p>\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u304a\u3044\u3066\u306f\u3001\u69cb\u9020\u5316\uff08\u884c\u5217\u5316\uff09\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u3092\u7528\u3044\u307e\u3059\u3002\u53cd\u9762\u3001\u7d71\u8a08\u89e3\u6790\u306e\u624b\u6cd5\u306f\u57fa\u672c\u7684\u306b\u884c\u5217\u5316\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u7528\u3044\u308b\u306e\u3067\u3001\u7d71\u8a08\u7684\u306a\u624b\u6cd5\u3092\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u9069\u7528\u3059\u308b\u306b\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u884c\u5217\u5316\u3057\u3066\u3084\u3089\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<br \/>\n\u305d\u306e\u305f\u3081\u30c6\u30ad\u30b9\u30c8\u3092\u884c\u5217\u5316\u3055\u308c\u305f\u4e2d\u9593\u8868\u73fe\u306b\u5909\u66f4\u3059\u308b\u524d\u51e6\u7406\u304c\u5fc5\u8981\u3067\u3059\u3002<br \/>\n<a href=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u884c\u5217\u5909\u63db\u3055\u308c\u305f\u6587\u66f8.png\"><img decoding=\"async\" class=\"alignnone size-large wp-image-85 lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u884c\u5217\u5909\u63db\u3055\u308c\u305f\u6587\u66f8-1024x468.png\" alt=\"\u884c\u5217\u5909\u63db\u3055\u308c\u305f\u6587\u66f8\" width=\"604\" height=\"276\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 604px; --smush-placeholder-aspect-ratio: 604\/276;\" \/><\/a><br \/>\n\u4e0a\u56f3\u306f\u6587\u66f8\u7fa4\u3092\u69cb\u9020\u5316\u3057\u884c\u5217\u306b\u843d\u3068\u3057\u305f\u3082\u306e\uff08Bag Of Words)\u3067\u3059\u3002\u3053\u3053\u3067\u3044\u3046D\u306f\u6587\u66f8\u7fa4\u3001N\u306f\u5404\u6587\u66f8\u3001W\u306f\u5358\u8a9e\u3092\u610f\u5473\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3053\u306e\u3088\u3046\u306b\u5f62\u614b\u7d20\u89e3\u6790\u3092\u304a\u3053\u306a\u3063\u305f\u6587\u3082\u3057\u304f\u306f\u6587\u7ae0\u3092\u884c\u5217\u5316\u3057\u305f\u3082\u306e\u304cBOW\uff08Bag Of Words\uff09\u3067\u3059\u3002<br \/>\n\u3053\u3053\u307e\u3067\u306e\u8a71\u3060\u3051\u3060\u3068\u62bd\u8c61\u7684\u904e\u304e\u3066\u308f\u304b\u308a\u306b\u304f\u3044\u306e\u3067\u3001\u5177\u4f53\u7684\u306a\u30b1\u30fc\u30b9\u306b\u57fa\u3065\u3044\u3066\u632f\u308a\u8fd4\u3063\u3066\u307f\u307e\u3059\u3002<br \/>\n==========================<br \/>\n\u25c6\u5143\u6587\u66f8<br 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href=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/BOW\u306e\u5f62\u306b\u5909\u63db.png\"><img decoding=\"async\" class=\"alignnone wp-image-87 lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/BOW\u306e\u5f62\u306b\u5909\u63db-1024x161.png\" alt=\"BOW\u306e\u5f62\u306b\u5909\u63db\" width=\"850\" height=\"134\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 850px; --smush-placeholder-aspect-ratio: 850\/134;\" \/><\/a><br 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href=\"https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf\">https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf<\/a><br \/>\n\u304b\u3089\u3001\u9762\u767d\u3044\u3068\u601d\u3063\u305f\u3053\u3068\u3092\u30c8\u30ea\u30d3\u30a2\u7684\u306b\u629c\u7c8b\u3057\u307e\u3057\u305f\u3002<br \/>\n<strong>\u30fb\u7814\u7a76\u5909\u9077<\/strong><br \/>\n\u5f62\u614b\u7d20\u89e3\u6790\u306b\u3064\u3044\u3066\u306f\u3001\u69d8\u3005\u306a\u30c4\u30fc\u30eb\u304c\u3053\u308c\u307e\u3067\u306b\u958b\u767a\u3055\u308c\u3066\u304a\u308a\u3001\u5948\u826f\u5148\u7aef\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u5927\u5b66\u306e\u677e\u672c\u7814\u7a76\u5ba4\u3067\u958b\u767a\u3055\u308c\u305f\u201dChaSen\u201d\u3084\u524d\u8ff0\u306e\u5de5\u85e4\u6c0f\u304c\u958b\u767a\u3057\u305f\u201dMeCab\u201d\u306a\u3069\u304c\u6709\u540d\u3067\u3059\u3002<br \/>\n<a href=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u7814\u7a76\u5909\u9077.png\"><img decoding=\"async\" class=\"alignnone size-large wp-image-89 lazyload\" data-src=\"https:\/\/fc-handson.com\/wp-content\/uploads\/2015\/04\/\u7814\u7a76\u5909\u9077-1024x642.png\" alt=\"\u7814\u7a76\u5909\u9077\" width=\"604\" height=\"379\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 604px; --smush-placeholder-aspect-ratio: 604\/379;\" \/><br \/>\n<\/a>\u51fa\u5178:\u00a0<a href=\"https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf\">https:\/\/chasen.naist.jp\/chaki\/t\/2009-09-30\/doc\/mecab-cabocha-nlp-seminar-2009.pdf<\/a><br 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\/>\n90\u5e74\u4ee3\u59cb\u3081\u306eJUMAN\u306e\u6642\u4ee3\u306f\u3001\u8f9e\u66f8\u4f5c\u6210\u3092\u306a\u3093\u3068\u4eba\u624b\u3067\u884c\u3063\u3066\u3044\u305f\u305d\u3046\u3067\u3059\u3002\u5358\u8a9e\u306e\u6570\u306f\u81a8\u5927\u3060\u304b\u3089\u3001\u305d\u308c\u306b\u4e00\u3064\u4e00\u3064\u30b3\u30b9\u30c8\u3092\u3064\u3051\u3066\u3044\u304f\u3068\u8003\u3048\u308b\u3068\u306a\u3093\u3068\u3082\u51c4\u307e\u3058\u3044\u4f5c\u696d\u3067\u3059\u306d\u3002\u5ba2\u89b3\u7684\u306a\u8a55\u4fa1\u304c\u96e3\u3057\u3044\u304b\u3089\u8a66\u884c\u932f\u8aa4\u306e\u9023\u7d9a\u3060\u3063\u305f\u3088\u3046\u3067\u3059\u3002<br \/>\n\u3055\u3059\u304c\u306b\u305d\u308c\u306f\u5927\u5909\u3060\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u6700\u8fd1\u3067\u306f\u5927\u91cf\u306e\u751f\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u3057\u6b63\u89e3\u30c7\u30fc\u30bf\u3092\u4eba\u624b\u3067\u4f5c\u6210\u3057\u3001\u30c7\u30fc\u30bf\u304b\u3089\u63a8\u5b9a\u3068\u3044\u3046\u3053\u3068\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3061\u306a\u307f\u306bmecab\u3067\u306fCRF\uff08Conditional Random Fields\uff09\u3068\u3044\u3046\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u8a08\u7b97\u65b9\u6cd5\u306f\u5143\u8cc7\u6599\u306e19\uff5e24\u30da\u30fc\u30b8\u306b\u307e\u3068\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u3054\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u305d\u3061\u3089\u3092\u78ba\u8a8d\u3057\u3066\u307f\u3066\u4e0b\u3055\u3044\u3002<br \/>\n<div class=\"box-prof\">\n<p class=\"box-prof__ttl\">\u8457\u8005PROFILE<\/p>\n<div class=\"inner\">\n<img 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href=\"http:\/\/mieru-ca.com\/\">SEO&\u30b3\u30f3\u30c6\u30f3\u30c4\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30fb\u30aa\u30a6\u30f3\u30c9\u30e1\u30c7\u30a3\u30a2\u652f\u63f4\u30c4\u30fc\u30eb\u300c\u30df\u30a8\u30eb\u30ab\u300d<\/a>\u3092\u63d0\u4f9b\u3059\u308bFaber Company\u304c\u6bcd\u4f53\u3068\u306a\u3063\u3066\u307e\u3059\u3002\n<\/p>\n<\/div>\n<\/div>\n<\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u300c\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6280\u8853\u7684\u306b\u7d10\u89e3\u3044\u3066\u307f\u305f\u3044\u300d\u3068\u3044\u3046\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u5f53\u9023\u8f09\u3092\u59cb\u3081\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002 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