{"id":919,"date":"2019-05-31T10:53:47","date_gmt":"2019-05-31T01:53:47","guid":{"rendered":"https:\/\/mieruca-ai.com\/ai\/?p=919"},"modified":"2019-09-18T10:56:07","modified_gmt":"2019-09-18T01:56:07","slug":"nlp-stopwords","status":"publish","type":"post","link":"https:\/\/mieruca-ai.com\/ai\/nlp-stopwords\/","title":{"rendered":"\u3010\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5165\u9580\u3011\u65e5\u672c\u8a9e\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306e\u8003\u5bdf\u3010\u54c1\u8a5e\u5225\u3011"},"content":{"rendered":"<p><!-- \u5c0e\u5165\u90e8\u5206 --><\/p>\n<p>\n<strong>\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9<\/strong>\u306e\u9664\u53bb\u306f<strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/strong>\u3084<strong>\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0<\/strong>\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u4f5c\u696d\u3067\u3059\uff0e<br \/>\n\u89e3\u6790\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u4e0d\u8981\u306a\u8a18\u53f7\u3084\u5358\u8a9e\u3092\u7b49\u3092\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u9664\u53bb\u3057\u307e\u3059\uff0e<br \/>\n\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306e\u9078\u5b9a\u306b\u306f<strong>\u30bf\u30b9\u30af\u306b\u7279\u5316\u3057\u305f\u5206\u6790\u304c\u5fc5\u8981<\/strong>\u3067\u3059\u304c\uff0c\u3042\u308b\u7a0b\u5ea6\u6574\u7406\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u304c\u3042\u308b\u3068\u3068\u3066\u3082\u52a9\u304b\u308a\u307e\u3059\uff0e<br \/>\n\u305d\u3053\u3067\uff0c\u4eca\u56de\u306f\u79c1\u304c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u30bf\u30b9\u30af\u3067\u3088\u304f\u884c\u3046\uff0c\u65e5\u672c\u8a9e\u306e\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u307e\u3057\u305f\uff0e<br \/>\n\u307e\u305f\u5358\u8a9e\u306e\u5206\u5e03\u306a\u3069\u304b\u3089\uff0c<strong>\u54c1\u8a5e\u3054\u3068\u306e\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u5bfe\u3059\u308b\u8003\u5bdf<\/strong>\u3082\u884c\u3044\u307e\u3057\u305f\uff0e<br \/>\n\u3053\u306e\u3053\u3068\u304b\u3089\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u3092\u4ecb\u3057\u3066\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u3042\u307e\u308a\u8a9e\u3089\u308b\u3053\u3068\u306e\u306a\u3044\u77e5\u8b58\u306a\u3069\u3092\u3054\u5171\u6709\u3067\u304d\u308c\u3070\u3068\u601d\u3044\u307e\u3059\uff0e<br \/>\n\uff08\u3053\u306e\u8a18\u4e8b\u306e\u8003\u5bdf\u90e8\u5206\u306f\u4e3b\u306b<strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u521d\u5fc3\u8005<\/strong>\u3092\u5bfe\u8c61\u3068\u3057\u305f<strong>\u5165\u9580\u8a18\u4e8b<\/strong>\u3067\u3059\uff0e\uff09\n<\/p>\n<p><!--more--> <!-- \u76ee\u6b21\u90e8\u5206 --><\/p>\n<h3>\u76ee\u6b21<\/h3>\n<p>\n<strong>1. <a href=\"#toc_0\">\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u3068\u306f<\/a><\/strong><br \/>\n<strong>2. <a href=\"#toc_1\">\u5206\u6790\u306e\u5bfe\u8c61<\/a><\/strong><br \/>\n<strong>3. <a href=\"#toc_2\">\u5358\u8a9e\u306e\u5206\u5e03\u306b\u5bfe\u3059\u308b\u8003\u5bdf<\/a><\/strong><br \/>\n\u2523 <a href=\"#toc_2-1\">\u51fa\u73fe\u983b\u5ea6 \u4e0a\u4f4d300\u4ef6<\/a><br \/>\n\u2517 <a href=\"#toc_2-2\">\u51fa\u73fe\u983b\u5ea6\u3068\u5358\u8a9e<\/a><br \/>\n<strong>4. <a href=\"#toc_3\">\u54c1\u8a5e\u3054\u3068\u306b\u8003\u5bdf<\/a><\/strong><br \/>\n\u2523 <a href=\"#toc_3-1\">\u540d\u8a5e<\/a><br \/>\n\u2523 <a href=\"#toc_3-2\">\u52d5\u8a5e<\/a><br \/>\n\u2523 <a href=\"#toc_3-3\">\u526f\u8a5e<\/a><br \/>\n\u2523 <a href=\"#toc_3-4\">\u52a9\u8a5e<\/a><br \/>\n\u2523 <a href=\"#toc_3-5\">\u63a5\u7d9a\u8a5e<\/a><br \/>\n\u2523 <a href=\"#toc_3-6\">\u8a18\u53f7<\/a><br \/>\n\u2523 <a href=\"#toc_3-7\">\u52a9\u52d5\u8a5e<\/a><br \/>\n\u2523 <a href=\"#toc_3-8\">\u611f\u52d5\u8a5e<\/a><br \/>\n\u2523 <a href=\"#toc_3-8\">\u611f\u52d5\u8a5e<\/a><br \/>\n\u2517 <a href=\"#toc_3-9\">\u9023\u4f53\u8a5e<\/a><br \/>\n<strong>5. <a href=\"#toc_4\">\u4fbf\u5229\u306a\u6b63\u898f\u8868\u73fe<\/a><\/strong><br \/>\n\u2523 <a href=\"#toc_4-1\">\u3072\u3089\u304c\u306a<\/a><br \/>\n\u2523 <a href=\"#toc_4-2\">\u30ab\u30bf\u30ab\u30ca<\/a><br \/>\n\u2523 <a href=\"#toc_4-3\">\u6f22\u5b57<\/a><br \/>\n\u2517 <a href=\"#toc_4-4\">\u5e38\u7528\u6f22\u5b57\u4e00\u89a7<\/a><br \/>\n<strong>6. <a href=\"#toc_5\">\u304a\u308f\u308a\u306b<\/a><\/strong>\n<\/p>\n<h2 id=\"toc_0\">\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30fb\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u3068\u306f<\/h2>\n<p><h3>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/h3>\n<p>\u5c0f\u5b66\u9928\u306e\u300e\u65e5\u672c\u56fd\u8a9e\u5927\u8f9e\u5178 \u7b2c\u4e8c\u7248\u300f\u306b\u306f\u898b\u51fa\u3057\u8a9e\u3068\u3057\u3066<strong>50\u4e07\u8a9e<\/strong>\u307b\u3069\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u305d\u3046\u3067\u3059\uff0e<br \/>\n\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3067\u8a00\u8a9e\u3092\u51e6\u7406\u3059\u308b\u969b\u306b\u306f\uff0c\u305d\u308c\u3092<strong>\u7b26\u53f7\u5316<\/strong>\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff0e<br \/>\n\u6211\u3005\u304c\u666e\u6bb5\u4f7f\u7528\u3059\u308b\u82f1\u8a9e\u3084\u65e5\u672c\u8a9e\u306a\u3069\u306e\u8a00\u8a9e\u306f<strong>\u81ea\u7136\u8a00\u8a9e<\/strong>\u3068\u547c\u3070\u308c\uff0c\u305d\u308c\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3067\u51e6\u7406\u3059\u308b\u3053\u3068\u3092<strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/strong>\u3068\u3044\u3044\u307e\u3059\uff0e\n<\/p>\n<p><h3>\u5358\u8a9e\u306e\u6570\u5024\u5316<\/h3>\n<p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u306f<a href=\"https:\/\/mieruca-ai.com\/ai\/morphological_analysis_mecab\/#toc_1\">\u5f62\u614b\u7d20\u89e3\u6790<\/a>\u3084<a href=\"https:\/\/mieruca-ai.com\/ai\/bi-gram_markov_model\/#more-304\">n-gram<\/a>\u3068\u3044\u3046\u624b\u6cd5\u3092\u7528\u3044\u3066\u6587\u7ae0\u3092\u5358\u8a9e\u3082\u3057\u304f\u306f\u3042\u308b\u5358\u4f4d\u306b<strong>\u5206\u5272<\/strong>\u3057\u307e\u3059\uff0e<br \/>\n\u305d\u306e\u5206\u5272\u3055\u308c\u305f\u5358\u4f4d\u306b<strong>\u901a\u3057\u756a\u53f7\uff08\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff09<\/strong>\u3092\u4ed8\u3051\u5358\u8a9e\u3092<strong>\u6570\u5024\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059<\/strong>\uff0e<br \/>\n\u305d\u306e\u305f\u3081\uff0c\u5358\u8a9e\u306f\u300c<strong>\u5358\u8a9e\u3068\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u95a2\u4fc2\u3092\u8a18\u8ff0\u3057\u305f\u8f9e\u66f8<\/strong>\u300d\u3092\u4ecb\u3057\u3066\u6570\u5024\u5316\u3055\u308c\u307e\u3059\uff0e<br \/>\n\u3053\u306e\u6570\u5024\u3092\u5143\u306b\u5206\u6790\u306a\u3069\u306e\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\uff0e<br \/>\n\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u5358\u8a9e\u3092\u5165\u308c\u308b\u969b\u306b\u306f\u5358\u8a9e\u81ea\u4f53\u3092\u30d9\u30af\u30c8\u30eb\u5316(<strong>\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0<\/strong>:Embedding)\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff0e<br \/>\n\u3053\u306e\u65b9\u6cd5\u306b\u306fone-hot\u30d9\u30af\u30c8\u30eb\u306e\u5229\u7528\u3084word2vec\u3092\u7528\u3044\u305f\u30d9\u30af\u30c8\u30eb\u5316\u306a\u3069\u304c\u3042\u308a\u307e\u3059\uff0e\n<\/p>\n<p><h3>one-hot\u30d9\u30af\u30c8\u30eb<\/h3>\n<p>\u3082\u3063\u3068\u3082\u5358\u7d14\u306a\u5358\u8a9e\u306e\u30d9\u30af\u30c8\u30eb\u5316\u624b\u6cd5\u3067\u3042\u308a\u307e\u3059\uff0e<br \/>\n\u307e\u305a\uff0c\u5358\u8a9e\u306e\u8f9e\u66f8\u306e\u8981\u7d20\u6570\u5206\u306e\u9577\u3055\u3092\u6301\u3064<strong>0\u3067\u57cb\u3081\u5c3d\u304f\u3055\u308c\u305f\u30d9\u30af\u30c8\u30eb<\/strong>\u3092\u7528\u610f\u3057\u307e\u3059\uff0e<br \/>\n\u6b21\u306b\uff0c\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u3042\u308b1\u5358\u8a9e\u306e<strong>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306b\u76f8\u5f53\u3059\u308b\u7b87\u6240\u30921\u306b\u7f6e\u304d\u63db\u3048<\/strong>\u307e\u3059\uff0e<br \/>\n\u4ee5\u4e0a\u3067\u3059\uff0e<br \/>\n\u4f8b\u3068\u3057\u3066\u6b21\u306e\u3088\u3046\u306a\u8f9e\u66f8\u304c\u3042\u308b\u3068\u3057\u307e\u3057\u3087\u3046\uff0e<br \/>\n<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/mieruca-ai.com\/ai\/wp-content\/uploads\/2019\/05\/dic.png\" alt=\"\" width=\"444\" height=\"293\" class=\"alignnone size-full wp-image-1040\" \/><br \/>\n\u3053\u308c\u304b\u3089\u300c\u7f8e\u5473\u3057\u3044\u300d\u306e\u30d9\u30af\u30c8\u30eb\u3092\u5f97\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d9\u30af\u30c8\u30eb\u304c\u5f97\u3089\u308c\u307e\u3059\uff0e<br \/>\n<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/mieruca-ai.com\/ai\/wp-content\/uploads\/2019\/05\/one-hot.png\" alt=\"\" width=\"806\" height=\"300\" class=\"alignnone size-full wp-image-1041\" \/>\n<\/p>\n<p><h3>\u6587\u7ae0\u306e\u30d9\u30af\u30c8\u30eb\u5316<\/h3>\n<p>\u6587\u7ae0\u3092\u51e6\u7406\u3059\u308b\u969b\u306b\u306f\u6570\u5024\u5316\u3055\u308c\u305f\u5358\u8a9e\u304b\u3089<strong>\u6587\u7ae0\u306e\u30d9\u30af\u30c8\u30eb<\/strong>\u3092\u751f\u6210\u3057\uff0c\u6a5f\u68b0\u5b66\u7fd2\u306e\u30e2\u30c7\u30eb\u306b\u5165\u529b\u3057\u5b66\u7fd2\u3055\u305b\u307e\u3059\uff0e<br \/>\n\u6587\u7ae0\u306e\u30d9\u30af\u30c8\u30eb\u5316\u306b\u7528\u3044\u3089\u308c\u308b\u65b9\u6cd5\u306b\u306fBOW(Bag-of-Words)\u306a\u3069\u304c\u3042\u308a\u307e\u3059\uff0e\n<\/p>\n<p><h3>BOW(Bag-of-Words)<\/h3>\n<p>BOW\u3068\u306f\u6587\u7ae0\u306a\u3069\u306e<strong>\u5358\u8a9e\u306e\u96c6\u5408\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3059\u308b\u624b\u6cd5<\/strong>\u3067\u3059\uff0e<br \/>\none-hot\u30d9\u30af\u30c8\u30eb\u306e\u6642\u3068\u540c\u69d8\u306b0\u3067\u57cb\u3081\u5c3d\u304f\u3055\u308c\u305f\u30d9\u30af\u30c8\u30eb\u3092\u7528\u610f\u3057\uff0c\u96c6\u5408\u306b\u542b\u307e\u308c\u308b\u5358\u8a9e\u306b\u5bfe\u5fdc\u3059\u308b\u500b\u6240\u306b\u306e\u307f1\u3092\u7acb\u3066\u307e\u3059\uff0e<br \/>\n\u5148\u307b\u3069one-hot\u30d9\u30af\u30c8\u30eb\u306e\u9805\u3067\u4f7f\u3063\u305f\u4f8b\u3092\u3082\u3068\u306b\uff0c\u300c\u7f8e\u5473\u3057\u3044\u3001\u308a\u3093\u3054\u7f8e\u5473\u3057\u3044\u300d\u3092BOW\u8868\u73fe\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff0e<br \/>\n<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/mieruca-ai.com\/ai\/wp-content\/uploads\/2019\/05\/bow.png\" alt=\"\" width=\"692\" height=\"176\" class=\"alignnone size-full wp-image-1043\" \/><br \/>\n\u3082\u3063\u3068\u3082\u5358\u7d14\u306aone-hot\u30d9\u30af\u30c8\u30eb\u306f<strong>\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6(TF:Term Frequency)<\/strong>\u3092\u8003\u616e\u3057\u306a\u3044\u305f\u3081\u4e0a\u8a18\u306e\u3088\u3046\u306b\u306a\u308b\u304c\uff0c\u983b\u5ea6\u3092\u8003\u616e\u3057\u3066\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3042\u3089\u308f\u3059\u3053\u3068\u3082\u3042\u308a\u307e\u3059\uff0e<\/p>\n<blockquote><p>[1, 0, 1, 2, 0]<\/p><\/blockquote>\n<p>\u307e\u305f\uff0c\u5404\u8981\u7d20\u306b<strong>TF-IDF<\/strong>\u3068\u3044\u3046\u6307\u6a19\u3092\u7528\u3044\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\uff0e\n<\/p>\n<p><h3>\u554f\u984c\u70b9<\/h3>\n<p>\u3053\u306e\u3088\u3046\u306b\uff0c\u5358\u8a9e\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3059\u308b\u308f\u3051\u3060\u304c\uff0c\u5148\u307b\u3069\u3082\u4e0a\u3052\u305f\u3088\u3046\u306b\u65e5\u672c\u8a9e\u306e\u5358\u8a9e\u6570\u306f\u81a8\u5927\u3067\u3042\u308a\u307e\u3059\uff0e<br \/>\n\u3053\u308c\u3092\u3082\u3057\u305d\u306e\u307e\u307e\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u5229\u7528\u3059\u308b\u3068\u4f55\u5341\u4e07\u6b21\u5143\u306e\u30d9\u30af\u30c8\u30eb\u306e\u6f14\u7b97\u304c\u5fc5\u8981\u3068\u306a\u308a\uff0c<strong>\u30e1\u30e2\u30ea\u4e0d\u8db3<\/strong>\u3092\u5f15\u304d\u8d77\u3053\u3057\u305f\u308a\uff0c\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u5bff\u547d\u304c\u5c3d\u304d\u308b\u307e\u3067\u306b<strong>\u8a08\u7b97\u304c\u7d42\u308f\u3089\u306a\u304f\u306a\u3063\u305f\u308a<\/strong>\u3082\u3057\u307e\u3059\uff0e<\/p>\n<h3>\u89e3\u6c7a\u7b56<\/h3>\n<p>\u3053\u308c\u3089\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u306f\uff0c\u7528\u3044\u308b\u5358\u8a9e\u306e\u6570\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308a\u307e\u3059\uff0e<br \/>\n<strong>\u60c5\u5831\u91cf\u304c\u5c11\u306a\u3044<\/strong>\u5358\u8a9e\uff0c<strong>\u51fa\u73fe\u983b\u5ea6\u304c\u5c11\u306a\u3044<\/strong>\u5358\u8a9e\uff0c<strong>\u30bf\u30b9\u30af\u306b\u95a2\u4fc2\u304c\u7121\u3044<\/strong>\u5358\u8a9e\u3092\u7701\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff0e<br \/>\n\u3053\u308c\u3089\u306e\uff0c\u3044\u3089\u306a\u3044\u5358\u8a9e\u3092\u307e\u3068\u3081\u305f\u3082\u306e\u3092<strong>\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9<\/strong>\u3068\u3044\u3044\u307e\u3059\uff0e<\/p>\n<h2 id=\"toc_1\">\u5206\u6790\u306e\u5bfe\u8c61<\/h2>\n<p>\n\u3000\u4eca\u56de\u306f2018\u5e745\u670831\u65e5\u6642\u70b9\u3067\u306e<strong>wikipedia\u306e\u30c0\u30f3\u30d7<\/strong>\u3092\u5143\u306b\u5206\u6790\u3092\u884c\u3044\u307e\u3059\uff0e<br \/>\n\u65e5\u672c\u8a9e\u306b\u304a\u3051\u308b\u983b\u51fa\u5358\u8a9e\u306f\u307b\u3068\u3093\u3069\u4e0d\u5909\u306a\u305f\u3081\uff0c\u6642\u304c\u305f\u3063\u3066\u3082\u305d\u306e\u5f71\u97ff\u306f\u5927\u304d\u304f\u306a\u3044\u3068\u601d\u3044\u307e\u3059\uff0e\n<\/p>\n<h2 id=\"toc_2\">\u5358\u8a9e\u306e\u5206\u5e03\u306b\u5bfe\u3059\u308b\u8003\u5bdf<\/h2>\n<h3>\u306f\u3058\u3081\u306b<\/h3>\n<p>\n\u3000\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u3092\u3082\u3068\u306b\u5206\u6790\u3092\u884c\u3063\u3066\u3044\u304d\u307e\u3059\uff0e\n<\/p>\n<h3 id=\"toc_2-1\">\u51fa\u73fe\u983b\u5ea6 \u4e0a\u4f4d300\u4ef6<\/h3>\n<p>\n\uff08\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\u3002 \u306f \u3001 \u306e \uff08 \uff09 \u306b \u3067 \u3092 \u305f \u3057 \u304c \u3068 \u3066 \u3042\u308b \u308c \u3055 \u3059\u308b \u3044\u308b \u304b\u3089 \u3082 \u30fb \u3068\u3057\u3066 \u300c \u300d \u3044 \u3053\u3068 &#8211; \u306a \u306a\u3063 \u3084 \u308c\u308b \u306a\u3069 \u305f\u3081 \u3053\u306e \u307e\u3067 \u307e\u305f \u3042\u3063 \u306a\u3044 \u3042\u308a \u306a\u308b \u305d\u306e \u3089\u308c \u5f8c \u300e \u300f \u3078 \u65e5\u672c \u3068\u3044\u3046 \u3088\u3046 ( \u73fe\u5728 \u3082\u306e \u3088\u308a \u3060 \u304a\u308a \u7684 \u4e2d \u306b\u3088\u308a ) 2 \u306b\u3088\u308b \u7b2c \u306a\u308a \u306b\u3088\u3063\u3066 1 \u3053\u308c \u305d\u306e\u5f8c \u305a , \u304b \u6642 \u306a\u304f \u3089\u308c\u308b \u3060\u3063 \u306b\u304a\u3044\u3066 \u8005 \u306a\u304b\u3063 \u884c\u308f \u591a\u304f \u3057\u304b\u3057 3 \u305b \u4ed6 \u540d \u51fa\u8eab \u305d\u308c \u306b\u3064\u3044\u3066 \u9593 \u5f53\u6642 \u4e0a \u3070 \u5b58\u5728 \u53d7\u3051 . \u547c\u3070 \u540c \u306a\u304a \u3067\u304d\u308b \u76ee \u884c\u3063 \u5185 \u3046 \u6570 \u306e\u307f \u524d \u4ee5\u4e0b \u304d \uff1a \u5143 \u5316 4 \u7b49 \u304a\u3088\u3073 \u4f7f\u7528 \u3067\u304d \u540c\u5e74 \u4e3b \u5834\u5408 \u969b \u4e00 \u7d04 \u306b\u304a\u3051\u308b \u3055\u3089\u306b \u4e00\u90e8 \u6240\u5c5e \u4eba \u4ee5\u964d \u3089 \u6d3b\u52d5 5 \u4e2d\u5fc3 \u4f5c\u54c1 \u3044\u3046 \u77e5\u3089 \u540c\u3058 \u521d \u3060\u3051 \u591a\u3044 \u6642\u4ee3 \u4ee5\u4e0a \u751f\u307e\u308c \u767a\u8868 2010\u5e74 \u306b\u3066 \u898b \u52d9\u3081 \u6301\u3064 \u3068\u3068\u3082\u306b \u5927 \u53c2\u52a0 \u9803 \u4f4d\u7f6e 2007\u5e74 2009\u5e74 2008\u5e74 \u958b\u59cb \u3046\u3061 \u884c\u3046 \u307b\u304b \u7279\u306b \u5168 \u306a\u304c\u3089 \u5f53\u521d \u767a\u58f2 \u305b\u308b 2011\u5e74 \u5bb6 \u304b\u3064\u3066 \u4e0b \u5352\u696d \u4e00\u3064 2006\u5e74 6 \u3067\u3082 \u5e74 2012\u5e74 \u5f62 \u7528\u3044 \u306b\u5bfe\u3057\u3066 \u6700\u521d \/ \u672c \u8003\u3048 \u306a\u3089 \u4ee5\u5916 \u95a2\u4fc2 \u4e00\u65b9 \u305d\u308c\u305e\u308c \u5404 \u540c\u69d8 4\u6708 \u7d4c 2013\u5e74 \u3068\u5171\u306b 2005\u5e74 \u305d\u3057\u3066 3\u6708 \u5730\u57df \u5fc5\u8981 \u3053\u308c\u3089 \u53ca\u3073 \u4e00\u822c \u7528 2014\u5e74 \u7d50\u679c \u53ef\u80fd \u73fe \u958b\u50ac \u4e8b \u3082\u306e\u306e \u5229\u7528 \u306b\u304b\u3051\u3066 \u90e8 \u5f71\u97ff \u8a2d\u7acb \u8a18\u9332 \u5f97 \u30a2\u30e1\u30ea\u30ab \u901a\u308a \u3068\u3082 \u5f7c 2015\u5e74 \u81ea\u8eab \u767b\u5834 \u59cb\u3081 \u307e\u305f\u306f \u62c5\u5f53 \u5909\u66f4 \u610f \u5473 \u305f\u308a \u5074 \u3068\u304d \u958b\u767a \u8a2d\u7f6e \u4ee3\u8868 \u307b\u3069 \u306e\u3067 \u69cb\u6210 \u305f\u3060\u3057 \u4e8c 2004\u5e74 \u90e1 \u521d\u3081\u3066 \u305f\u3061 \u90e8\u5206 2016\u5e74 \u6700\u3082 \u653e\u9001 7 \u65e7 \u5730 \u6700\u5f8c \u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd 10\u6708 \u4e16\u754c \u7814\u7a76 \u5927\u5b66 8 \u7cfb \u5927\u304d\u306a \u6d3b\u8e8d \u7372\u5f97 \u7d9a\u3051 \u4ee5\u524d \u5168\u3066 \u554f\u984c \u6027 \u4e0e\u3048 9\u6708 \u7236 \u542b\u3080 \u3068\u3044\u3063\u305f \u307b\u3068\u3093\u3069 7\u6708 \u3068\u3053\u308d 2017\u5e74 2003\u5e74 \u5411\u3051 \u6301\u3063 2000\u5e74 \u52a0\u3048 \u4f7f\u308f \u578b 6\u6708 \u306b\u95a2\u3059\u308b \u51fa\u5834 12\u6708 \u76ee\u7684 \u9ad8\u3044 \u540d\u79f0 \u306b\u5bfe\u3059\u308b 1\u6708 \u4e07 \u5b9f\u969b 5\u6708 -1 \u540d\u524d \u69d8\u3005 \u518d\u3073 10<\/p><\/blockquote>\n<p>\u524d\u534a\u306b\u306f\u3072\u3089\u304c\u306a\u4e00\u6587\u5b57\u304b\u3089\u6210\u308b<strong>\u52a9\u8a5e<\/strong>\u304c\u591a\u304f\u51fa\u3066\u304d\u3066\u3044\u307e\u3059\uff0e<br \/>\n\u307e\u305f\uff0c<strong>\u53e5\u8aad\u70b9<\/strong>\u3084<strong>\u5404\u7a2e\u30ab\u30c3\u30b3<\/strong>\u306a\u3069\u306e<strong>\u8a18\u53f7<\/strong>\u3082\u898b\u3089\u308c\u307e\u3059\uff0e<br \/>\n\u3068\u3053\u308d\u3069\u3053\u308d\u306b\uff0c\u300c\u65e5\u672c\u300d\uff0c\u300c\u73fe\u5728\u300d\uff0c\u300c\u7b2c\u300d\uff0c\u300c\u540c\u300d\u306a\u3069\u306e<strong>wikipedia\u7279\u6709\u306e\u8868\u73fe<\/strong>\u306b\u4f9d\u5b58\u3066\u3044\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u3082\u306e\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\uff0e<br \/>\n\u3053\u306e\u3053\u3068\u304b\u3089\uff0c\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u3092\u9078\u5b9a\u3059\u308b\u969b\u306b\u306f\u3082\u3068\u306b\u3057\u305f<strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u56fa\u6709\u306e\u8868\u73fe<\/strong>\u3092\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u9664\u53bb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\uff0e\n<\/p>\n<p>\n\u5177\u4f53\u7684\u306b5000\u5358\u8a9e\u3054\u3068\u306b\u3069\u306e\u3088\u3046\u306a\u5358\u8a9e\u304c\u30e9\u30f3\u30af\u30a4\u30f3\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u3066\u307f\u307e\u3059\uff0e<br \/>\n\u3053\u308c\u306b\u3088\u308a\uff0cDeepLearning\u306a\u3069\u306evocab\uff0cBOW\u3068\u3057\u3066\u3069\u3053\u307e\u3067\u7528\u3044\u308b\u304b\u306e\u76ee\u5b89\u3092\u6c42\u3081\u307e\u3059\uff0e<br \/>\n\uff08\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\nrank    word<br \/>\n1       \u3002<br \/>\n5000    3\u670818\u65e5<br \/>\n10000   103<br \/>\n15000   \u6319\u884c<br \/>\n20000   \u5148\u7740<br \/>\n25000   \u6587\u96c6<br \/>\n30000   Ben<br \/>\n35000   \u30d3\u30fc\u30a4\u30f3\u30b0<br \/>\n40000   \u7b11\u308f<br \/>\n45000   \u3061\u3054<br \/>\n50000   \u30ea\u30b3\u30fc<br \/>\n55000   \u5370\u5237\u6280\u8853<br \/>\n60000   \u8a70\u307e\u308b<br \/>\n65000   \u30a2\u30f3\u30b7\u30e5\u30eb\u30b9<br \/>\n70000   \u4ed8\u304d\u5f93\u3044<br \/>\n75000   \u30de\u30e9\u30b1\u30b7\u30e5<br \/>\n80000   \u30c7\u30a3\u30aa\u30cb\u30e5\u30b7\u30aa\u30b9<br \/>\n85000   \u6b63\u6708\u4e09\u304c\u65e5<br \/>\n90000   \u3074\u3093<br \/>\n95000   \u4fca\u4e4b<br \/>\n100000  \u92ad\u5f62\u5e73\u6b21\n<\/p><\/blockquote>\n<p>\u6570\u5b57\u306f\u6392\u9664\u3057\u3066\u8003\u3048\u308b\u3079\u304d\u3067\u3059\u304c\u8907\u96d1\u306a\u6392\u9664\u904e\u7a0b\u3092\u7528\u3044\u308b\u3068\u518d\u73fe\u6027\u304c\u4f4e\u304f\u306a\u308b\u305f\u3081\uff0c\u3042\u3048\u3066\u305d\u306e\u307e\u307e\u6b8b\u3057\u3066\u304a\u304d\u307e\u3057\u305f\uff0e<br \/>\n25000\u756a\u76ee\u307e\u3067\u306f\u666e\u901a\u306e\u6587\u7ae0\u3067\u3082<strong>\u3088\u304f\u51fa\u3066\u304d\u305d\u3046\u306a\u5358\u8a9e<\/strong>\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\uff0e<br \/>\n75000\u756a\u76ee\u4ee5\u964d\u306f<strong>\u4eba\u540d\u3084\u56fa\u6709\u540d\u8a5e<\/strong>\u304c\u591a\u304f\u306a\u3063\u3066\u304f\u308b\u3088\u3046\u3067\u3059\uff0e<br \/>\n\u79c1\u304cone-hot\u30d9\u30af\u30c8\u30eb\u3068\u3057\u3066\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u7cfb\u306e\u30e2\u30c7\u30eb\u3067\u5358\u8a9e\u3092\u5b66\u7fd2\u3055\u305b\u308b\u969b\u306b\u306f\uff0c<strong>\u5927\u4f5340000\u304f\u3089\u3044\u3067\u8db3\u5207\u308a<\/strong>\u3057\u3066\u3044\u307e\u3059\uff0e<br \/>\n\u305d\u306e\u524d\u306b\u6570\u5b57\u3092\u7701\u3044\u305f\u308a\uff0c\u5358\u8a9e\u3092<strong>\u539f\u578b\u306b\u623b\u3057\u305f\u308a<\/strong>\u3059\u308b\u51e6\u7406\u3092\u306f\u3055\u3080\u3053\u3068\u3082\u3042\u308a\u307e\u3059\uff0e\n<\/p>\n<h3 id=\"toc_2-2\">\u51fa\u73fe\u983b\u5ea6\u3068\u5358\u8a9e<\/h3>\n<p>\u81ea\u7136\u8a00\u8a9e\u306b\u304a\u3051\u308b\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u306b\u306f\u504f\u308a\u304c\u3042\u308a\u307e\u3059\uff0e<br \/>\n\u5b9f\u969b\u306bwikipedia\u306b\u304a\u3051\u308b\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d30\u500b\u306e\u5358\u8a9e\u3068\u305d\u306e\u51fa\u73fe\u56de\u6570\uff0c\u7d2f\u7a4d\u548c\uff0c\u7d2f\u7a4d\u548c\u306e\u5168\u4f53\u306b\u5bfe\u3059\u308b\u7d2f\u7a4d\u6bd4\u7387\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\uff0e<\/p>\n<blockquote><p>\nrank   word  frequency     sum  percent<br \/>\n1     \u3002    1042175   1042175       0.602441<br \/>\n2     \u306f    1040934   2083109       1.204165<br \/>\n3     \u3001    1030243   3113352       1.799709<br \/>\n4     \u306e    1007411   4120763       2.382054<br \/>\n5     \uff08     985441   5106204       2.951700<br \/>\n6     \uff09     969404   6075608       3.512075<br \/>\n7     \u306b     931459   7007067       4.050516<br \/>\n8     \u3067     890582   7897649       4.565327<br \/>\n9     \u3092     844499   8742148       5.053499<br \/>\n10     \u305f     837914   9580062       5.537865<br \/>\n11    \u3057     789369  10369431       5.994169<br \/>\n12    \u304c     782454  11151885       6.446475<br \/>\n13    \u3068     779079  11930964       6.896831<br \/>\n14    \u3066     775210  12706174       7.344950<br \/>\n15   \u3042\u308b     716627  13422801       7.759204<br \/>\n16    \u308c     687856  14110657       8.156828<br \/>\n17    \u3055     682101  14792758       8.551124<br \/>\n18   \u3059\u308b     613570  15406328       8.905805<br \/>\n19   \u3044\u308b     611892  16018220       9.259516<br \/>\n20   \u304b\u3089     597215  16615435       9.604743<br \/>\n21    \u3082     564386  17179821       9.930993<br \/>\n22    \u30fb     557556  17737377      10.253295<br \/>\n23  \u3068\u3057\u3066     505984  18243361      10.545785<br \/>\n24    \u300c     481767  18725128      10.824276<br \/>\n25    \u300d     477105  19202233      11.100072<br \/>\n26    \u3044     441220  19643453      11.355124<br \/>\n27   \u3053\u3068     430190  20073643      11.603800<br \/>\n28    &#8211;     415687  20489330      11.844093<br \/>\n29    \u306a     411968  20901298      12.082236<br \/>\n30   \u306a\u3063     409480  21310778      12.318940\n<\/p><\/blockquote>\n<p>\u65e5\u672c\u8a9e\u306b\u304a\u3044\u3066\u53ef\u80fd\u306a\u5358\u8a9e\u3092\u7db2\u7f85\u7684\u306b\u542b\u3093\u3067\u3044\u308bwikipedia\u306b\u304a\u3044\u3066\u3055\u3048\uff0c\u51fa\u73fe\u983b\u5ea6\u306e\u9ad8\u3044<strong>\u4e0a\u4f4d22\u500b\u306e\u5358\u8a9e\u3060\u3051\u3067\u5168\u4f53\u306e\u7d0410%<\/strong>\u3082\u5360\u3081\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\uff0e<br \/>\n\u4ee5\u4e0b\u306b<strong>\u65e5\u672c\u8a9ewikipedia\u306b\u304a\u3051\u308b\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u306e\u30d1\u30ec\u30fc\u30c8\u56f3<\/strong>\u3092\u793a\u3057\u307e\u3059\uff0e<br \/>\n(\u5c0f\u3055\u3051\u308c\u3070\u300cctrl\u300d+\u300c+\u300d\u306a\u3069\u3067\u62e1\u5927\u3057\u3066\u304f\u3060\u3055\u3044\uff0e)<br \/>\n<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/mieruca-ai.com\/ai\/wp-content\/uploads\/2019\/05\/\u51fa\u73fe\u983b\u5ea6.png\" alt=\"\u65e5\u672c\u8a9ewikipedia\u306b\u304a\u3051\u308b\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u306e\u30d1\u30ec\u30fc\u30c8\u56f3\" width=\"1280\" height=\"720\" class=\"alignnone size-full wp-image-1027\" \/><br \/>\n\u3053\u306e\u56f3\u306f\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d10\u4e07\u8a9e\u306e\u51fa\u73fe\u56de\u6570\u306e\u30d1\u30ec\u30fc\u30c8\u56f3\u3067\u3059\uff0e<br \/>\n\u304a\u304a\u3088\u305d\uff0c100\u5358\u8a9e\u306720%\uff0c400\u5358\u8a9e\u306730%\uff0c900\u5358\u8a9e\u306740%\uff0c1900\u5358\u8a9e\u306750%\uff0c4,000\u5358\u8a9e\u306760%\uff0c8,600\u5358\u8a9e\u306770%\uff0c21,100\u5358\u8a9e\u306780%\uff0c77,550\u5358\u8a9e\u306790%\u3092\u5360\u3081\u3066\u3044\u307e\u3059\uff0e<br \/>\n1\u4e07\u5358\u8a9e\u304f\u3089\u3044\u304b\u3089\u7d2f\u7a4d\u983b\u5ea6\u306e\u4f38\u3073\u7387\u304c\u920d\u5316\u3057\u3066\u3044\u304f\u306e\u3067\u305d\u3053\u3067\u5207\u3063\u3066\u3057\u307e\u3063\u3066\u3082\u3044\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3067\u3059\u306d\uff0e<br \/>\n\u3061\u306a\u307f\u306b\u4eca\u56de\u306e\u5206\u6790\u306b\u4f7f\u3063\u305fwikipedia\u5168\u4f53\u3067\u306f\uff0c<strong>3,034,434\u5358\u8a9e<\/strong>(mecab-ipadic-NEologd + janome\u3067\u5206\u5272)\uff0c<strong>1,279,801\u6587<\/strong>(&#8216;\\n&#8217;\u533a\u5207\u308a)\u3042\u308a\u307e\u3057\u305f\uff0e\n<\/p>\n<h2 id=\"toc_3\">\u54c1\u8a5e\u3054\u3068\u306b\u8003\u5bdf<\/h2>\n<h3>\u306f\u3058\u3081\u306b<\/h3>\n<p>\n\u3000\u54c1\u8a5e\u3054\u3068\u306b\u5206\u6790\u3092\u884c\u3063\u3066\u3044\u304d\u307e\u3059\uff0e\u54c1\u8a5e\u306fjanome\u3084Mecab\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u305f<strong>\u5f62\u614b\u7d20\u89e3\u6790<\/strong>\u306b\u3088\u308a\u6c42\u3081\u307e\u3059\uff0e\u4eca\u56de\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u7c21\u5358\u306ajanome\u3067\u884c\u3044\u307e\u3057\u305f\uff0e\u5358\u8a9e\u3092\u5f62\u614b\u7d20\u89e3\u6790\u5668\u306b\u304b\u3051\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u51fa\u529b\u304c\u5f97\u3089\u308c\u307e\u3059\uff0e<br \/>\n<code>\u30dd\u30fc\u30bf\u30eb\u30b5\u30a4\u30c8  \u540d\u8a5e,\u56fa\u6709\u540d\u8a5e,\u7d44\u7e54,*,*,*,\u30dd\u30fc\u30bf\u30eb\u30b5\u30a4\u30c8,*,*<br \/>\n\u3059\u3054\u3044  \u5f62\u5bb9\u8a5e,\u81ea\u7acb,*,*,\u5f62\u5bb9\u8a5e\u30fb\u30a2\u30a6\u30aa\u6bb5,\u57fa\u672c\u5f62,\u3059\u3054\u3044,\u30b9\u30b4\u30a4,\u30b9\u30b4\u30a4<br \/>\n1612    \u540d\u8a5e,\u6570,*,*,*,*,1612,*,*<br \/>\n\u305b\u3044\u305c\u3044        \u526f\u8a5e,\u52a9\u8a5e\u985e\u63a5\u7d9a,*,*,*,*,\u305b\u3044\u305c\u3044,\u30bb\u30a4\u30bc\u30a4,\u30bb\u30a4\u30bc\u30a4<br \/>\n\u30ef\u30fc\u30ca\u30fc\u30fb\u30d6\u30e9\u30b6\u30fc\u30b9    \u540d\u8a5e,\u56fa\u6709\u540d\u8a5e,\u7d44\u7e54,*,*,*,\u30ef\u30fc\u30ca\u30fc\u30fb\u30d6\u30e9\u30b6\u30fc\u30b9,*,*<\/code><br \/>\n\u3053\u306e\u7d50\u679c\u306b\u306f\u539f\u578b\uff0c\u54c1\u8a5e\uff0c\u6d3b\u7528\uff0c\u8aad\u307f\u65b9\u306a\u3069\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\uff0e<br \/>\n\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u306f\uff0c\u3053\u308c\u3092\u3082\u3068\u306b\u5206\u6790\u3084\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306e\u9078\u5b9a\u3092\u884c\u3044\u307e\u3059\uff0e\n<\/p>\n<h3 id=\"toc_3-1\">\u540d\u8a5e<\/h3>\n<p>\n\u540d\u8a5e\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d300\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u3053\u3068 &#8211; \u305f\u3081 \u5f8c \u65e5\u672c ( \u73fe\u5728 \u3082\u306e \u304a\u308a \u7684 \u4e2d ) 2 1 \u3053\u308c \u305d\u306e\u5f8c , \u6642 \u8005 \u591a\u304f 3 \u4ed6 \u540d \u51fa\u8eab \u305d\u308c \u9593 \u5f53\u6642 \u4e0a \u3070 \u5b58\u5728 . \u76ee \u5185 \u6570 \u524d \u4ee5\u4e0b \u5143 \u5316 4 \u7b49 \u4f7f\u7528 \u540c\u5e74 \u4e3b \u5834\u5408 \u969b \u4e00 \u4e00\u90e8 \u6240\u5c5e \u4eba \u4ee5\u964d \u3089 \u6d3b\u52d5 5 \u4e2d\u5fc3 \u4f5c\u54c1 \u521d \u6642\u4ee3 \u4ee5\u4e0a \u751f\u307e\u308c \u767a\u8868 2010\u5e74 \u52d9\u3081 \u5927 \u53c2\u52a0 \u9803 \u4f4d\u7f6e 2007\u5e74 2009\u5e74 2008\u5e74 \u958b\u59cb \u3046\u3061 \u307b\u304b \u5168 \u5f53\u521d \u767a\u58f2 2011\u5e74 \u5bb6 \u4e0b \u5352\u696d \u4e00\u3064 2006\u5e74 6 \u5e74 2012\u5e74 \u5f62 \u6700\u521d \/ \u672c \u8003\u3048 \u4ee5\u5916 \u95a2\u4fc2 \u305d\u308c\u305e\u308c \u540c\u69d8 4\u6708 \u7d4c 2013\u5e74 2005\u5e74 3\u6708 \u5730\u57df \u5fc5\u8981 \u3053\u308c\u3089 \u4e00\u822c \u7528 2014\u5e74 \u7d50\u679c \u53ef\u80fd \u73fe \u958b\u50ac \u4e8b \u5229\u7528 \u90e8 \u5f71\u97ff \u8a2d\u7acb \u8a18\u9332 \u5f97 \u30a2\u30e1\u30ea\u30ab \u901a\u308a \u3068\u3082 \u5f7c 2015\u5e74 \u81ea\u8eab \u767b\u5834 \u59cb\u3081 \u62c5\u5f53 \u5909\u66f4 \u610f\u5473 \u5074 \u3068\u304d \u958b\u767a \u8a2d\u7f6e \u4ee3\u8868 \u69cb\u6210 \u4e8c 2004\u5e74 \u90e1 \u90e8\u5206 2016\u5e74 \u653e\u9001 7 \u5730 \u6700\u5f8c \u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd 10\u6708 \u4e16\u754c \u7814\u7a76 \u5927\u5b66 8 \u7cfb \u6d3b\u8e8d \u7372\u5f97 \u4ee5\u524d \u5168\u3066 \u554f\u984c \u6027 9\u6708 \u7236 7\u6708 \u3068\u3053\u308d 2017\u5e74 2003\u5e74 \u5411\u3051 2000\u5e74 \u578b 6\u6708 \u51fa\u5834 12\u6708 \u76ee\u7684 \u540d\u79f0 1\u6708 5\u6708 -1 \u540d\u524d \u69d8\u3005 10 \u53f7 8\u6708 \u51fa\u6f14 \u5225 \u30c7\u30d3\u30e5\u30fc \u70b9 \u72b6\u614b \u767a\u751f 11\u6708 \u65b0 2002\u5e74 \u5c31\u4efb \u6642\u671f \u6b21 \u53d7\u8cde \u6b7b\u53bb 0 \u9762 \u5f0f \u7279\u5fb4 2001\u5e74 \u305d\u306e\u4ed6 \u76e3\u7763 \u65e5 \u3053\u3053 \u591a\u6570 \u6620\u753b \u7d42\u4e86 \u6771\u4eac \u7531\u6765 \u9078\u624b \u7406\u7531 \u30a4\u30ae\u30ea\u30b9 \u51fa \u65b0\u305f \u672b \u6c7a\u5b9a \u4e09 \u7dda \u793e \u81ea\u5206 \u624b \u3044\u305a\u308c \u5973\u6027 \u8a08\u753b \u5185\u5bb9 \u6226 \u63a1\u7528 \u30c1\u30fc\u30e0 \u65b9 \u4ee5\u6765 \u5834\u6240 \u4f8b \u56fd 2\u6708 \u521d\u671f \u5b9f\u65bd \u7248 \u30b7\u30ea\u30fc\u30ba \u5efa\u8a2d \u529b \u306e\u3061 \u6700\u5927 \u3059\u3079\u3066 \u30d5\u30e9\u30f3\u30b9 \u4eba\u53e3 \u512a\u52dd \u91cd\u8981 \u901a\u5e38 \u884c\u3044 \u5236\u4f5c \u8ca9\u58f2 \u6210\u529f of 1999\u5e74 \u6642\u70b9 \u6751 \u4f5c \u81ea\u3089 \u4eba\u7269 \u4ee5\u5f8c \u53ce\u9332 \u671f \u516c\u958b \u6642\u9593 \u306f\u3058\u3081 \u975e\u5e38 \u5927\u4f1a \u4e88\u5b9a \u307e\u307e \u56fd\u5185 \u5bfe\u5fdc \u5168\u4f53 \u8868\u8a18 \u5c55\u958b \u5730\u533a \u5357 2\u5e74 \u904b\u55b6 \u4e2d\u56fd \u753a \u305f\u3044 \u30e1\u30f3\u30d0\u30fc \u756a\u7d44 \u5ea6 \u767a\u898b \u8a55\u4fa1 \u30c9\u30a4\u30c4 \u5b50 1998\u5e74 \u53c2\u7167 \u7269 \u7fcc\u5e74 \u4f1a \u5317 \u4f55 \u6240 \u8ecd \u6709\u540d \u6a5f \u6559\u6388 \u7a0b\u5ea6 \u6b74\u53f2 \u8fd1\u304f 1997\u5e74 \u4e8b\u696d\n<\/p><\/blockquote>\n<p>\u3000\u4e0a\u4f4d\u306e\u65b9\u306f\uff0c\u307b\u3068\u3093\u3069\u306e\u6587\u7ae0\u306b\u304a\u3044\u3066\u81ea\u7acb\u7684\u306b\u7528\u3044\u3089\u308c\u308b\u8a9e\u3068\u3044\u3046\u3088\u308a\u306f\u4f55\u304b\u3092\u88dc\u52a9\u3059\u308b\u5f79\u5272\u3067\u7528\u3044\u3089\u308c\u308b\u5358\u8a9e\u304c\u51fa\u73fe\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3059\uff0ewikipedia\u306e\u5834\u5408\u306b\u306f2000\u5e74\u4ee3\u306e\u5e74\u6570\u304c\u591a\u304f\u51fa\u73fe\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\uff0e\u6570\u5b57\u306b\u91cd\u304d\u3092\u7f6e\u304b\u306a\u3044\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u306f\u3053\u308c\u3089\u306e\u6570\u5b57\u30920\u306b\u7d71\u4e00\u3059\u308b\u3068\u3044\u3046\u524d\u51e6\u7406\u304c\u591a\u3005\u898b\u3089\u308c\u307e\u3059\uff0e\u3053\u308c\u306f\uff0c\u7d30\u304b\u3044\u6570\u5b57\u306e\u5024\u306b\u7740\u76ee\u3059\u308b\u306e\u3067\u306f\u306a\u304f\uff0c\u305d\u3053\u306b\u6570\u5b57\u304c\u5165\u308b\u3053\u3068\u306e\u307f\u3092\u5b66\u7fd2\u3059\u308c\u3070\u3088\u3044\u3068\u3044\u3046\u5834\u5408\u306b\u4f7f\u308f\u308c\u307e\u3059\uff0e\u30bf\u30b9\u30af\u4f9d\u5b58\u3067\u306f\u3042\u308a\u307e\u3059\u304c\uff0c\u3053\u306e\u3088\u3046\u306a\u60c5\u5831\u306e\u4e38\u3081\u8fbc\u307f\u306f\u5e38\u5957\u624b\u6bb5\u3067\u3059\uff0e<br \/>\n\u3000\u4e0b\u4f4d\u306e\u65b9\u306b\u306a\u308b\u3068\u56fd\u540d\u306a\u3069\u306e\u30b3\u30fc\u30d1\u30b9\u306b\u7279\u6709\u306a\u540d\u8a5e\u304c\u307f\u3089\u308c\u307e\u3059\uff0e\u3053\u306e\u3088\u3046\u306a\u540d\u8a5e\u306f\u4e00\u822c\u7684\u306b\u53d6\u308a\u9664\u304b\u306a\u3044\u65b9\u304c\u826f\u3044\u3067\u3059\uff0e\n<\/p>\n<p>\n\u54c1\u8a5e\u3092\u300c\u540d\u8a5e-\u4e00\u822c\u300d\u306b\u7d5e\u3063\u3066\u307f\u307e\u3059\uff0e<\/p>\n<blockquote><p>\n\u3082\u306e \u4e2d \u6642 \u8005 \u4ed6 \u540d \u51fa\u8eab \u9593 \u4e0a \u3070 \u76ee \u5185 \u6570 \u5143 \u4e3b \u4eba \u3089 \u4e2d\u5fc3 \u4f5c\u54c1 \u521d \u6642\u4ee3 \u751f\u307e\u308c \u52d9\u3081 \u5927 \u5bb6 \u4e0b \u4e00\u3064 \u5e74 \u5f62 \u6700\u521d \u672c \u8003\u3048 \u7d4c \u5730\u57df \u4e00\u822c \u7528 \u73fe \u4e8b \u90e8 \u5f97 \u901a\u308a \u3068\u3082 \u81ea\u8eab \u5074 \u90e1 \u90e8\u5206 \u5730 \u6700\u5f8c \u4e16\u754c \u5927\u5b66 \u7cfb \u6027 \u7236 \u3068\u3053\u308d \u5411\u3051 \u578b \u76ee\u7684 \u540d\u79f0 \u540d\u524d \u69d8\u3005 \u5225 \u70b9 \u72b6\u614b \u65b0 \u6b21 \u9762 \u5f0f \u7279\u5fb4 \u65e5 \u6620\u753b \u9078\u624b \u7406\u7531 \u7dda \u793e \u81ea\u5206 \u624b \u5973\u6027 \u5185\u5bb9 \u6226 \u30c1\u30fc\u30e0 \u5834\u6240 \u4f8b \u56fd \u521d\u671f \u7248 \u30b7\u30ea\u30fc\u30ba \u529b \u6700\u5927 \u4eba\u53e3 \u901a\u5e38 \u884c\u3044 \u6642\u70b9 \u6751 \u4f5c \u4eba\u7269 \u671f \u5927\u4f1a \u56fd\u5185 \u5730\u533a \u5357\n<\/p><\/blockquote>\n<p>\u3059\u308b\u3068\uff0c\u5148\u307b\u3069\u306e\u5358\u8a9e\u7fa4\u306e\u3046\u3061\u306e\u60c5\u5831\u91cf\u306e\u5c11\u306a\u305d\u3046\u306a\u5358\u8a9e\u304c\u7701\u3051\u307e\u3057\u305f\uff0e<br \/>\n\u3053\u308c\u3089\u306e\u5358\u8a9e\u306f\u591a\u304f\u306e\u5834\u5408\u3067\u5206\u6790\u306b\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u5358\u8a9e\u3067\u3059\uff0e<br \/>\n\u3053\u306e\u7d50\u679c\u304b\u3089\uff0c\u300c\u540d\u8a5e\u300d\u3068\u300c\u540d\u8a5e-\u4e00\u822c\u300d\u306e\u5dee\u5206\u3092\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u5165\u308c\u308b\u3068\u826f\u3055\u305d\u3046\u3068\u3044\u3063\u305f\u5de5\u592b\u3082\u898b\u3048\u3066\u304d\u307e\u3059\u306d\uff0e<br \/>\n\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306e\u9078\u5b9a\u306a\u3069\u306e\u4f5c\u696d\u306f\uff0c\u4eba\u624b\u3067\u3059\u3079\u3066\u3092\u5b9a\u7fa9\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u306e\u3067\u306a\u3093\u3089\u304b\u306e\u30d2\u30f3\u30c8\u3092\u3082\u3068\u306b\u751f\u6210\u3057\u305f<strong>\u96c6\u5408\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u5b9a\u7fa9<\/strong>\u3057\u3066\u3044\u304f\u3068\u697d\u306b\u9032\u307f\u307e\u3059\uff0e\n<\/p>\n<h3 id=\"toc_3-2\">\u52d5\u8a5e<\/h3>\n<p>\n\u52d5\u8a5e\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d300\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u3057 \u3042\u308b \u308c \u3059\u308b \u3044\u308b \u3044 \u306a\u3063 \u308c\u308b \u3042\u308a \u306a\u308b \u3089\u308c \u306a\u308a \u3089\u308c\u308b \u884c\u308f \u305b \u53d7\u3051 \u547c\u3070 \u3067\u304d\u308b \u884c\u3063 \u3067\u304d \u3044\u3046 \u77e5\u3089 \u898b \u6301\u3064 \u884c\u3046 \u305b\u308b \u7528\u3044 \u305f\u3061 \u7d9a\u3051 \u4e0e\u3048 \u542b\u3080 \u6301\u3063 \u52a0\u3048 \u4f7f\u308f \u7570\u306a\u308b \u3044\u304f \u3088\u308b \u5165\u3063 \u679c\u305f\u3057 \u5165\u308a \u3044\u3063 \u8a00\u308f \u6319\u3052 \u8a8d\u3081 \u4f34\u3044 \u3057\u307e\u3046 \u542b\u307e \u7d9a\u3044 \u3057\u307e\u3063 \u5165\u308b \u307f \u542b\u3081 \u53d7\u3051\u308b \u5408\u308f\u305b \u4f7f\u3063 \u81f3\u308b \u3088\u308c \u793a\u3059 \u4f5c\u3089 \u8fce\u3048 \u9078\u3070 \u6b8b\u3057 \u51fa\u3057 \u96e2\u308c \u52d9\u3081\u308b \u8a00\u3046 \u8ff0\u3079 \u3044\u308f \u6c42\u3081 \u6b8b\u3063 \u6301\u3061 \u7d9a\u304f \u793a\u3057 \u5165\u308c \u7f6e\u304b \u547c\u3076 \u9032\u3081 \u601d\u308f \u304f\u308b \u304b\u3051 \u6307\u3059 \u3057\u3088 \u4f3c \u7d42\u308f\u3063 \u59cb\u307e\u3063 \u7d50\u3076 \u7f6e\u304f \u6765 \u5f97\u308b \u3082\u3063 \u898b\u308b \u66f8\u304b \u59cb\u3081\u308b \u5c5e\u3059\u308b \u6557\u308c \u7570\u306a\u308a \u898b\u305b \u63cf\u3044 \u6bd4\u3079 \u6709\u3059\u308b \u63cf\u304b \u8d77\u3053\u3057 \u8a9e\u3063 \u3042\u305f\u308b \u751f\u307e\u308c\u308b \u7528\u3044\u308b \u76ee\u6307\u3057 \u4f5c\u3063 \u5206\u3051 \u4f7f\u3046 \u9664\u304f \u5fdc\u3058 \u623b\u3063 \u8a2a\u308c \u3059\u308c \u53ce\u3081 \u53d7\u3051\u3066 \u9032\u3093 \u5411\u304b\u3063 \u679c\u305f\u3059\u66f8\u3044 \u8a00\u3063 \u59cb\u307e\u308b \u5c5e\u3057 \u81f3\u3063 \u6301\u305f \u8d77\u304d \u884c\u304f \u51fa\u6765\u308b \u51fa\u308b \u5411\u304b\u3046 \u305b\u3093 \u7d50\u3093 \u4e0e\u3048\u308b \u751f\u3058 \u304b\u304b\u308f\u3089 \u4f34\u3046 \u4f5c\u308b \u5909\u3048 \u3068\u3063 \u547c\u3093 \u53d6\u3063 \u7f6e\u3044 \u5efa\u3066 \u9650\u3089 \u79f0\u3057 \u6cbf\u3044 \u6b8b\u3055 \u6b8b\u308b \u7387\u3044\u308b \u512a\u308c \u57fa\u3065\u3044 \u6709\u3057 \u7d9a\u3051\u308b \u901a\u3063 \u7d42\u308f\u308a \u5b66\u3093 \u9054\u3057 \u8d77\u3053\u3063 \u8d85\u3048\u308b \u5931\u3063 \u6f14\u3058 \u958b\u304b \u904e\u304e \u3057\u307e\u3044 \u547d\u3058 \u57fa\u3065\u304f \u9001\u3063 \u7d9a\u304d \u6c42\u3081\u308b \u8a18\u3055 \u898b\u3048\u308b \u8868\u3059 \u6e21\u3063 \u51fa\u3055 \u51fa\u3059 \u77e5\u3063 \u3057\u305f \u7e70\u308a\u8fd4\u3057 \u8003\u3048\u308b \u7d42\u3048 \u9032\u3080 \u884c\u304d \u6d41\u308c\u308b \u79f0\u3055 \u7387\u3044 \u5909\u308f\u3063 \u7570\u306a\u3063 \u76ee\u6307\u3059 \u9664\u3044 \u3042\u3052 \u601d\u3063 \u6271\u3046 \u7d99\u3044 \u8996 \u751f\u307e\u308c\u308b \u6e21\u308a \u9032\u307f \u4f4f\u3093 \u4f4f\u3080 \u5360\u3081 \u5b66\u3076 \u77e5\u308b \u3044\u3048\u308b \u623b\u308a \u6c7a\u307e\u3063 \u63cf\u304f \u6cbf\u3063 \u904e\u3054\u3057 \u8a31\u3055 \u554f\u308f \u3057\u3087\u3046 \u4f34\u3063 \u958b\u3044 \u304b\u304b\u308b \u53d6\u308b \u8a00\u3048\u308b \u623b\u308b \u3057\u306a\u3044 \u5b88\u308b \u4ee3\u308f\u3063 \u7acb\u3063 \u624b\u304c\u3051 \u8a18\u3057 \u4ed8\u3044 \u5360\u3081\u308b \u73fe\u308c\u308b \u8a00\u3048 \u3068\u308b \u57fa\u3065\u304d \u52a0\u308f\u3063 \u53d6\u308a \u3042\u308d \u547c\u3073 \u53ca\u3076 \u79fb\u3063 \u8d77\u3053\u308b \u50cd\u3044 \u9055\u3046 \u901a\u308b \u805e\u3044 \u5931\u308f \u6b21\u3050 \u7d42\u308f\u308b \u8ee2\u3058 \u6271\u308f \u9664\u304d \u6319\u3052\u308b \u305b\u3088 \u56f3\u308b \u5f53\u305f\u308b \u63b2\u3052 \u4e26\u3093 \u751f\u3058\u308b \u8aad\u307f \u304f\u308c \u793a\u3055 \u8d8a\u3048 \u884c\u306a\u3063 \u7d44\u3093 \u79fb\u3057 \u4e57\u3063 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\u7bc9\u3044\n<\/p><\/blockquote>\n<p>\u3000\u4e0a\u4f4d\u306e\u5358\u8a9e\u306f\u306a\u306b\u304b\u306b\u63a5\u5c3e\u3059\u308b\u5358\u8a9e\u306a\u306e\u3067\uff0c\u3053\u308c\u3089\u306f\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u3057\u3066\u3082\u3088\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3067\u3059\uff0e\u305d\u308c\u4ee5\u5916\u306e\u5358\u8a9e\u306b\u95a2\u3057\u3066\u306f\u6587\u5b57\u901a\u308a\u52d5\u4f5c\u3092\u8868\u3059\u3082\u306e\u304c\u307b\u3068\u3093\u3069\u306a\u306e\u3067\u60c5\u5831\u91cf\u304c\u591a\u3044\u54c1\u8a5e\u3067\u3059\uff0e\u300c\u547c\u3070\u300d\u3084\u300c\u77e5\u3089\u300d\u304c\u983b\u51fa\u306a\u306e\u306fwikipedia\u306e\u7279\u5fb4\u3067\u3059\uff0e\u4e00\u822c\u7684\u306a\u52d5\u4f5c\u306e\u5206\u5e03\u304c\u6b32\u3057\u3044\u5834\u5408\u306f\uff0cQA\u30b5\u30a4\u30c8\u3084SNS\u3084\u30d6\u30ed\u30b0\u3092\u30af\u30ed\u30fc\u30eb\u3057\u5206\u6790\u3059\u308b\u3068\u3044\u3044\u3067\u3057\u3087\u3046\uff0e\n<\/p>\n<h3 id=\"toc_3-3\">\u5f62\u5bb9\u8a5e<\/h3>\n<p>\n\u5f62\u5bb9\u8a5e\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d300\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u306a\u3044 \u306a\u304f \u306a\u304b\u3063 \u591a\u3044 \u9ad8\u3044 \u5927\u304d\u304f \u9577 \u5f37\u3044 \u65b0\u3057\u3044 \u8fd1\u3044 \u306a\u3051\u308c \u5e83\u304f \u9ad8\u304f \u7121\u3044 \u5c11\u306a\u3044 \u5f37\u304f \u3044\u3044 \u9577\u3044 \u306a\u3057 \u5c11\u306a\u304f \u591a\u304b\u3063 \u5927\u304d\u3044 \u3084\u3059\u3044 \u826f\u3044 \u4f4e\u3044 \u53e4\u3044 \u9577\u304f \u9ad8\u3055 \u6570\u591a\u304f \u4f4e \u5927\u304d \u7121\u304f \u9577\u3055 \u3088\u3044 \u77ed\u3044 \u6df1\u3044 \u6fc0\u3057\u3044 \u82e5\u3044 \u5c0f\u3055\u3044 \u826f\u304f \u65e9\u304f \u5e83\u3044 \u6df1\u304f \u304f \u7121\u304b\u3063 \u5f37 \u96e3\u3057\u3044 \u53b3\u3057\u3044 \u4f4e\u304f \u4f59\u5100\u306a\u304f \u3084\u3059\u304f \u591a \u5c0f\u3055\u304f \u91cd \u6fc0\u3057\u304f \u5e45\u5e83\u3044 \u73cd\u3057\u3044 \u60aa\u3044 \u306b\u304f\u3044 \u7f8e\u3057\u3044 \u304f\u3089\u3044 \u5e7c\u3044 \u767d\u3044 \u53e4 \u65e9\u3044 \u5e83 \u60aa\u304f \u77ed\u304f \u72ed\u3044 \u65b0\u3057\u304f \u6b63\u3057\u3044 \u8a73\u3057\u304f \u3046\u307e\u304f \u8d64\u3044 \u5e45\u5e83\u304f \u73cd\u3057\u304f \u9ed2\u3044 \u53b3\u3057\u304f \u8457\u3057\u304f \u307b\u3057\u3044 \u5f31\u3044 \u8457\u3057 \u8fd1 \u7121\u3057 \u3053\u304f \u6570\u5c11\u306a\u3044 \u96e3\u3057\u304f \u89aa\u3057\u307e \u8584\u3044 \u9ad8\u304b\u3063 \u8457 \u9ad8\u3044 \u8a55\u4fa1 \u6b32\u3057\u3044 \u5c11\u306a\u304b\u3063 \u91cd\u3044 \u660e\u308b\u3044 \u7570 \u901f \u3084\u3059 \u9045\u304f \u60aa \u8a73\u3057\u3044 \u539a \u7d30\u304b\u3044 \u8efd \u5b89 \u5927\u304d\u304b\u3063 \u9577\u3044\u9593 \u611b\u3057 \u8584\u304f \u306a\u304d \u9045\u3044 \u72ed\u304f \u8efd\u3044 \u5f37\u304b\u3063 \u7b49\u3057\u3044 \u306b\u304f\u304f \u7d30\u9577\u3044 \u7d30\u3044 \u901f\u3044 \u5c11 \u8457\u3057\u3044 \u7d20\u6674\u3089\u3057\u3044 \u6697\u3044 \u5f31\u304f \u8efd\u304f \u6d45\u3044 \u660e\u308b\u304f \u9060 \u91cd\u304f \u9060\u3044 \u671b\u307e\u3057\u3044 \u8ca7\u3057\u3044 \u4e4f\u3057\u3044 \u6fc3\u3044 \u7d30\u304b\u304f \u82e5 \u901f\u304f \u6df1\u3055 \u539a\u304f \u9752\u3044 \u826f\u304b\u3063 \u539a\u3044 \u307e\u308b \u89aa\u3057\u304f \u826f\u3055 \u4e0a\u624b\u304f \u7f8e\u3057 \u6df1 \u92ed\u3044 \u3072\u308d\u3057 \u304b\u305f \u65e9 \u697d\u3057\u3093 \u4f4e\u304b\u3063 \u3075\u3055\u308f\u3057\u3044 \u540d\u9ad8\u3044 \u3044\u3061\u65e9\u304f \u9762\u767d\u3044 \u3053\u3044 \u5b89\u3044 \u7d30\u304f \u5c11\u306a\u304b\u3089\u305a \u7f8e\u3057\u304f \u82e5\u3055 \u9577\u304d \u6697 \u304c\u305f\u3044 \u7d20\u65e9\u304f \u592a\u3044 \u5b89\u304f \u91cd\u3055 \u6de1 \u7518\u3044 \u3072\u3069\u304f \u60aa\u304b\u3063 \u512a\u3057\u3044 \u82e5\u304f \u89aa\u3057\u3044 \u304f\u3055\u3044 \u82e5\u304d \u697d\u3057\u3044 \u767d\u304f \u60aa\u3055 \u8cb4 \u3088\u304b\u3063 \u4e4f\u3057\u304f \u8208\u5473\u6df1\u3044 \u82e6\u3057\u3044 \u7b49\u3057\u304f \u304a\u3082 \u592a\u304f \u7d30\u9577\u304f \u901f\u3055 \u9ec4\u8272\u3044 \u4e38\u3044 \u305f\u304b\u3057 \u67d4\u3089\u304b\u3044 \u9ed2\u304f \u5feb \u3059\u3044 \u8d64\u304f \u3065\u3089\u3044 \u786c\u3044 \u6e29 \u72ed \u3072\u3069\u3044 \u91cd\u304d \u65e9\u304f\u3082 \u304f\u308d \u6839\u5f37\u3044 \u92ed\u304f \u82b3\u3057\u304f \u6050\u308d\u3057\u3044 \u51b7\u305f\u3044 \u75db \u8272\u6fc3\u304f \u6697\u304f \u56fa \u5bd2\u3055 \u71b1\u3044\u6d45\u304f \u660e\u308b \u7d30 \u96e3\u3044 \u7518 \u6fc3 \u96e3\u3057\u304b\u3063 \u6570\u591a\u3044 \u6df1\u304b\u3063 \u4e38\u304f \u529b\u5f37\u3044 \u697d\u3057\u304f \u76f8\u5fdc\u3057\u3044 \u67d4\u3089\u304b\u304f \u3046\u3057 \u6fc3\u304f \u8f9b\u3044 \u56fa\u304f \u8fd1\u304b\u3063 \u5bd2\u3044 \u6613\u3044 \u81ed\u3044 \u512a\u3057\u304f \u304f\u3061 \u826f\u304d \u82e5\u304f\u3057\u3066 \u9045 \u5c11\u306a \u6de1\u3044 \u5e7c\u304f \u306f\u3084\u3057 \u5feb\u304f \u6696\u304b\u3044 \u786c \u307b\u3057 \u967a\u3057\u3044 \u96e3\u3057 \u304a\u304b\u3057\u3044 \u7591\u308f\u3057\u3044 \u3046\u304d \u697d\u3057\u307e \u56fa\u3044 \u786c\u304f \u597d\u307e\u3057\u304f \u3053\u3075\u3093 \u6839\u5f37\u304f \u597d\u307e\u3057\u3044 \u9762\u767d\u304f \u7518\u304f \u9ad8\u3044 \u4f4d\u7f6e \u9045\u304b\u3063 \u9177\u3044 \u898b\u3088 \u3053\u3057 \u6fc0\u3057 \u9577\u304b\u3063 \u6016 \u5371\u3046\u304f \u8f1d\u304b\u3057\u3044 \u6691\u3044 \u60b2\u3057\u3044 \u82e5\u3044 \u304a\u304b\u3057\u304f \u3063\u307d\u3044 \u82e5\u304d\u65e5 \u304a\u304a\u3044 \u304f\u3044\u3093 \u5c0f\u3055\u304b\u3063\u6016\u3044 \u5c0f\u3055 \u60dc\u3057\u307e \u6d45 \u529b\u5f37\u304f \u697d\u3057\u3055 \u6b63\u3057 \u3046\u307e\u3044 \u7de9\u3044 \u3059\u3054\u3044 \u304d\u3088\u3057\n<\/p><\/blockquote>\n<p>\u3000\u300c\u306a\u3044\u300d\u7cfb\u306e\u5358\u8a9e\u3092\u9664\u3051\u3070\u307b\u3068\u3093\u3069\u304c\u81ea\u7acb\u8a9e\u3067\uff0c\u3053\u308c\u3082\u307e\u305f\u60c5\u5831\u91cf\u304c\u591a\u3044\u54c1\u8a5e\u3067\u3059\uff0e\u3042\u308b\u4e8b\u8c61\u306e\u5ea6\u5408\u3044\u3084\u69d8\u76f8\u3092\u8868\u3059\u5358\u8a9e\u304c\u591a\u3044\u305f\u3081\uff0c\u76f4\u611f\u7684\u306b\u3082\u5927\u5207\u305d\u3046\u3060\u3068\u308f\u304b\u308a\u307e\u3059\uff0e\n<\/p>\n<h3 id=\"toc_3-3\">\u526f\u8a5e<\/h3>\n<p>\n\u526f\u8a5e\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d300\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u3088\u308a \u3055\u3089\u306b \u7279\u306b \u304b\u3064\u3066 \u521d\u3081\u3066 \u6700\u3082 \u307b\u3068\u3093\u3069 \u4e07 \u5b9f\u969b \u518d\u3073 \u540c\u6642\u306b \u307b\u307c \u3088\u304f \u305d\u306e\u307e\u307e \u3069\u3046 \u3053\u3046 \u305d\u3046 \u3059\u3050 \u3042\u307e\u308a \u76f8\u5f53 \u3057\u3070\u3057\u3070 \u65e2\u306b \u308f\u305a\u304b \u6bd4\u8f03\u7684 \u66f4\u306b \u307e\u3060 \u5168\u304f \u3082\u3046 \u304b\u306a\u308a \u5143\u3005 \u3064\u3044 \u307e\u305a \u3084\u304c\u3066 \u53e4\u304f \u3084\u3084 \u3059\u3067\u306b \u5171\u306b \u5e38\u306b \u6b21\u7b2c\u306b \u5f15\u304d\u7d9a\u304d \u5c11\u3057 \u3082\u3068\u3082\u3068 \u5358\u306b \u6975\u3081\u3066 \u3057\u3070\u3089\u304f \u304a\u3088\u305d \u518d\u5ea6 \u6b21\u3005 \u5f90\u3005\u306b \u3068\u3082\u306b \u5c11\u306a\u304f\u3068\u3082 \u4e00\u65e6 \u3064\u3044\u306b \u5fc5\u305a \u3054\u304f \u5225\u306b \u3084\u306f\u308a \u3088\u3046\u3084\u304f \u7a81\u7136 \u3068\u3046 \u5fc5\u305a\u3057\u3082 \u3080\u3057\u308d \u3082\u3057 \u3042\u308b\u7a0b\u5ea6 \u306f\u3063\u304d\u308a \u4e92\u3044\u306b \u9577\u3089\u304f \u9593\u3082\u306a\u304f \u6539\u3081\u3066 \u5f53\u7136 \u307e\u3063\u305f\u304f \u307e\u3082\u306a\u304f \u306a\u305c \u5f53\u3066 \u304a\u305d\u3089\u304f \u5ea6\u3005 \u6c7a\u3057\u3066 \u50c5\u304b \u3082\u3061\u308d\u3093 \u305f\u3073\u305f\u3073 \u3068\u3066\u3082 \u4e3b\u3068\u3057\u3066 \u3082\u3063\u3068 \u3068\u308a\u308f\u3051 \u3042\u304f\u307e\u3067 \u6982\u306d \u5927\u3044\u306b \u305d\u3046\u3057\u305f \u9806\u6b21 \u3042\u307e\u308a\u306b \u3044\u304b \u306a\u304b\u306a\u304b \u4e2d\u3067\u3082 \u3068\u304f\u306b \u4e00\u6c17\u306b \u305d\u308c\u307b\u3069 \u3044\u3064\u3082 \u305a\u3063\u3068 \u3061\u3087\u3046\u3069 \u6025\u907d \u591a\u5c11 \u7a81\u5982 \u672c\u5f53\u306b \u304a\u304a\u3080\u306d \u76f4\u3061\u306b \u3082\u306f\u3084 \u6642\u306b \u3067\u3093 \u3044\u3063\u305f\u3093 \u5c06 \u6b63\u3057\u304f \u3042\u3089\u304b\u3058\u3081 \u306f\u3058\u3081\u3066 \u6642\u306b\u306f \u305f\u3068\u3048 \u3053\u308c\u304b\u3089 \u672a\u3060 \u6975 \u4f9d\u7136\u3068\u3057\u3066 \u304d\u308f\u3081\u3066 \u3042\u3048\u3066 \u5b9f\u306b \u4e00\u8e8d \u3057\u3063\u304b\u308a \u9042\u306b \u3042\u304f\u307e\u3067\u3082 \u307e\u3055\u306b \u9806\u306b \u65e9\u3005 \u3044\u308d\u3044\u308d \u3082\u3063\u3071\u3089 \u5145\u5206 \u304b\u304f \u3086\u3063\u304f\u308a \u4fbf\u5b9c\u4e0a \u4e00\u5c64 \u3044\u304b\u306b \u307e\u308b\u3067 \u4f55\u3068\u304b \u304a\u304a\u3088\u305d \u7d42\u59cb \u4eee\u306b \u6642\u3005 \u3044\u304d\u306a\u308a \u9065\u304b \u304a\u3082\u306b \u65e9\u304f\u304b\u3089 \u307e\u3059\u307e\u3059 \u305f\u307e\u305f\u307e \u305f\u3063\u305f \u4e00\u5fdc \u3044\u308f\u3070 \u8272\u3005 \u5225\u9014 \u3068\u304f \u3044\u3063\u3071\u3044 \u672a\u3060\u306b \u30d4\u30f3 \u679c\u305f\u3057\u3066 \u306a\u3093\u3068\u304b \u3082\u3046\u4e00\u5ea6 \u3070\u3093 \u591a\u3005 \u5c02\u3089 \u3044\u307e\u3060 \u76f8\u307e\u3063\u3066 \u306a\u308b\u3079\u304f \u304b\u3048\u3063\u3066 \u3061\u3087\u3063\u3068 \u308a\u3093 \u3082\u3068\u3088\u308a \u4e8c\u5ea6\u3068 \u305f\u3060\u3061\u306b \u3084\u3063\u3068 \u3059\u3050\u3055\u307e \u305d\u308c\u306a\u308a \u3069\u3046\u3057\u3066\u3082 \u3084\u3080\u306a\u304f \u3055\u307b\u3069 \u306a\u304b\u3067\u3082 \u6050\u3089\u304f \u516c\u7136 \u4e88\u3081 \u305f\u3061\u307e\u3061 \u3042\u305f\u304b\u3082 \u3075\u305f\u305f\u3073 \u305d\u3063\u304f\u308a \u7a0b\u306a\u304f \u7d9a\u3005 \u305f\u3044\u3066\u3044 \u66ab\u304f \u3053\u3068\u3054\u3068\u304f \u304d\u3061\u3093\u3068 \u30d0\u30f3 \u76f4\u3050 \u6975\u529b \u76ee\u306e\u5f53\u305f\u308a \u7d76\u3048\u305a \u3059\u3063\u304b\u308a \u7dcf\u3058\u3066 \u5e78\u3044 \u306a\u304a\u3082 \u65e9\u901f \u4f55\u3089 \u3067\u304d\u308b\u3060\u3051 \u30d0\u30e9\u30d0\u30e9 \u4e16\u306b \u6982\u3057\u3066 \u5c11\u3005 \u3069\u3093\u3069\u3093 \u4e00\u822c\u306b \u308f\u3056\u3068 \u305d\u306e\u307e\u307e\u3067 \u6562\u3048\u3066 \u518d\u4e09 \u4eca\u3084 \u3044\u3056 \u3068\u306b\u304b\u304f \u771f\u306b \u3055\u3068 \u4f9d\u7136 \u76f8\u5909\u308f\u3089\u305a \u7d42\u751f \u4ef2\u826f\u304f \u4f55\u6545 \u308f\u3056\u308f\u3056 \u4e14\u3064 \u3072\u305f\u3059\u3089 \u3044\u307e\u3060\u306b \u5802\u3005 \u307e\u3063\u3059\u3050 \u8f9b\u3046\u3058\u3066 \u3069\u3046\u3057\u3066 \u3044\u3088\u3044\u3088 \u3072\u3044\u3066\u306f \u304b\u308d\u3046\u3058\u3066 \u3044\u3064\u3057\u304b \u3068\u3082\u304b\u304f \u8ee2\u5c01 \u304a\u305d\u3089\u304f\u306f \u52ff\u8ad6 \u7136 \u3042\u3063\u3055\u308a \u304b\u306d\u3066\u304b\u3089 \u3075\u3064\u3046 \u60dc\u3057\u304f\u3082 \u5f8c\u3067 \u4e00\u5473 \u30cb\u30b3\u30cb\u30b3\u52d5\u753b \u3086\u3081 \u306f\u305f \u3082\u3057\u3082 \u3061\u3083\u3093\u3068 \u6642\u3068\u3057\u3066 \u3082\u3046\u5c11\u3057 \u3055\u3059\u304c \u30d0\u30fc\u30f3 \u307e\u3060\u307e\u3060 \u601d\u308f\u305a \u7570\u306b \u5b9c \u9045\u304f\u3068\u3082 \u5947\u3057\u304f\u3082 \u5c3d\u304f\u3055 \u3053\u3046\u3064\u3046 \u3044\u3063\u305d\u3046 \u3069\u3046\u3069\u3046 \u591a\u5206 \u305d\u308c\u3060\u3051 \u5230\u5e95 \u3060\u3093\u3060\u3093 \u3068\u308a\u3042\u3048\u305a \u3068\u3046\u3068\u3046 \u3069\u3046\u3057 \u7121\u7406\u3084\u308a \u30cb\u30b3\u30cb\u30b3\u751f\u653e\u9001 \u305f\u305f\u3048 \u3057\u3070\u3057 \u3055\u306a\u304c\u3089 \u65ad\u56fa \u7d30\u3005 \u4f55\u6545\u304b \u3060\u3044\u305f\u3044 \u3075\u3093\u3060\u3093\u306b \u3086\u3063\u305f\u308a \u3075\u3068 \u3069\u3093\u306a\u306b \u305d\u3053\u305d\u3053 \u9053\u9053 \u3053\u3068\u306b \u3057\u3060\u3044\u306b \u552f \u304d\u3063\u3068 \u3053\u3046\u304b \u4e00\u5411\u306b \u5168\u7136 \u4e01\u5ea6 \u4f59\u8a08 \u73fe\u306b \u305d\u3046\u3060\n<\/p><\/blockquote>\n<p>\u3000\u898b\u3066\u308f\u304b\u308b\u3088\u3046\u306b\u60c5\u5831\u91cf\u306f\u5c11\u306a\u3044\u54c1\u8a5e\u3067\u3059\uff0e\u3053\u308c\u3089\u306e\u5358\u8a9e\u304c\u306a\u304f\u3066\u3082\u6587\u7ae0\u306f\u6210\u7acb\u3059\u308b\u305f\u3081\uff0c\u79c1\u306f\u3053\u308c\u3089\u3092\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\uff0e\u3057\u304b\u3057\uff0c\u5f8c\u534a\u3092\u898b\u3066\u308f\u304b\u308b\u3088\u3046\u306b\u5f62\u614b\u7d20\u89e3\u6790\u3082\u5b8c\u5168\u3067\u306f\u306a\u3044\u306e\u3067\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\uff0e\n<\/p>\n<h3 id=\"toc_3-4\">\u52a9\u8a5e<\/h3>\n<p>\n\u52a9\u8a5e\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d100\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u306f \u306e \u306b \u3092 \u3066 \u3055 \u304b\u3089 \u3082 \u3068\u3057\u3066 \u306a \u3084 \u306a\u3069 \u307e\u3067 \u3078 \u3068\u3044\u3046 \u306b\u3088\u308a \u306b\u3088\u308b \u306b\u3088\u3063\u3066 \u304b \u306b\u304a\u3044\u3066 \u306b\u3064\u3044\u3066 \u306e\u307f \u306b\u304a\u3051\u308b \u3060\u3051 \u306b\u3066 \u3068\u3068\u3082\u306b \u306a\u304c\u3089 \u306b\u5bfe\u3057\u3066 \u3068\u5171\u306b \u3082\u306e\u306e \u306b\u304b\u3051\u3066 \u305f\u308a \u307b\u3069 \u306e\u3067 \u3068\u3044\u3063\u305f \u306b\u95a2\u3059\u308b \u306b \u5bfe\u3059\u308b \u306b\u5bfe\u3057 \u3093 \u3057\u304b \u306b\u3068\u3063\u3066 \u3064\u3064 \u306b\u95a2\u3057\u3066 \u308f \u306a\u3055 \u3092\u901a\u3058\u3066 \u3088 \u305a\u3064 \u3070\u304b\u308a \u306b\u308f\u305f\u3063\u3066 \u306b\u3042\u305f\u308b \u306d \u306b\u3082 \u3053\u305d \u3092\u901a\u3057\u3066 \u304b\u3044 \u306b\u969b\u3057\u3066 \u306e\u306b \u3092\u3082\u3063\u3066 \u3055\u3048 \u306b\u308f\u305f\u308a \u3059\u3089 \u306b\u5f93\u3063\u3066 \u306b\u3042\u305f\u3063\u3066 \u3063\u3066 \u306b\u308f\u305f\u308b \u306b\u3042\u305f\u308a \u306b\u5f93\u3044 \u3079 \u305c \u305e \u3069 \u3051 \u304b\u6240 \u306b\u3057 \u306b\u3064\u304d \u306d\u3093 \u306b\u5f53\u305f\u308b \u306b\u969b\u3057 \u306b\u3064\u308c\u3066 \u3068\u304b \u3060\u308a \u306b\u3064\u308c \u3092\u3081\u3050\u3063\u3066 \u3066\u3093 \u3082\u3093 \u306b\u5f53\u305f\u3063\u3066 \u306b\u307e\u3064\u308f\u308b \u306e\u5b50 \u306b\u3042 \u306f\u5143 \u3092\u4ee5\u3066 \u30c7 \u3050\u3089\u3044 \u306b\u304b\u3051 \u3084\u3089 \u304b\u306a \u3057\u3082 \u306a\u3093\u3066 \u306b\u95a2\u3057\n<\/p><\/blockquote>\n<p>\u3000\u3053\u308c\u3082\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306e\u4ee3\u8868\u7684\u306a\u4f8b\u3067\u3059\uff0eBERT\u306e\u3088\u3046\u306a\u69cb\u6587\u306e\u4f9d\u5b58\u95a2\u4fc2\u307e\u3067\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306a\u30e2\u30c7\u30eb\u3067\u306a\u3044\u9650\u308a\uff0c\u3053\u308c\u3082\u3042\u307e\u308a\u5f79\u306b\u7acb\u3061\u307e\u305b\u3093\uff0e\u7279\u306bBOW\u306e\u3088\u3046\u306b\u5358\u8a9e\u306e\u96c6\u5408\u3092\u5206\u6790\u3059\u308b\u5834\u5408\u306b\u306f\u7701\u304f\u3053\u3068\u304c\u307b\u3068\u3093\u3069\u3060\u3068\u601d\u3044\u307e\u3059\uff0e\u3057\u304b\u3057\uff0c\u69cb\u6587\u89e3\u6790\u3084\u7167\u5fdc\u89e3\u6790\u3067\u306f\u3053\u308c\u304c\u4e00\u756a\u91cd\u8981\u3068\u3044\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\uff0e\n<\/p>\n<h3 id=\"toc_3-5\">\u63a5\u7d9a\u8a5e<\/h3>\n<p>\n\u63a5\u7d9a\u8a5e\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d100\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u3067 \u304c \u307e\u305f \u3057\u304b\u3057 \u306a\u304a \u304a\u3088\u3073 \u3067\u3082 \u306a\u3089 \u4e00\u65b9 \u305d\u3057\u3066 \u53ca\u3073 \u307e\u305f\u306f \u305f\u3060\u3057 \u3042\u308b\u3044\u306f \u540c\u3058\u304f \u4f8b\u3048\u3070 \u304b\u3064 \u3067\u306f \u305d\u3053\u3067 \u3082\u3057\u304f\u306f \u305f\u3060 \u3059\u306a\u308f\u3061 \u3060\u304c \u3064\u307e\u308a \u3082\u3063\u3068\u3082 \u3061\u306a\u307f\u306b \u3057\u304b\u3057\u306a\u304c\u3089 \u305d\u308c\u3067\u3082 \u3068\u3053\u308d\u304c \u305f\u3068\u3048\u3070 \u3053\u3046\u3057\u3066 \u6b21\u3044\u3067 \u306a\u3044\u3057 \u3057\u305f\u304c\u3063\u3066 \u6b21\u306b \u53c8\u306f \u3057\u304b\u3082 \u4f46\u3057 \u5b9f\u306f \u3058\u3083 \u5c1a \u5f93\u3063\u3066 \u305d\u3082\u305d\u3082 \u3088\u3063\u3066 \u53cd\u9762 \u4e26\u3073\u306b \u5426 \u3051\u3069 \u3064\u3044\u3067 \u6545\u306b \u53c8 \u305d\u308c\u304b\u3089 \u307e\u305f\u304c\u308b \u8ffd\u3063\u3066 \u3059\u308b\u3068 \u4e00\u65b9\u7684 \u6216\u3044\u306f \u306a\u3089\u3073\u306b \u3086\u3048\u306b \u5373\u3061 \u306a\u304a\u304b\u3064 \u3060\u304b\u3089 \u305d\u308c\u306b \u5373 \u82e5\u3057\u304f\u306f \u304c\u3088\u304f \u3069\u3053\u308d\u304b \u307e\u305a\u306f \u306a\u3089\u3067\u306f \u307e\u305f\u304c\u3063 \u305d\u308c\u3067 \u3060\u3063\u3066 \u306a\u305c\u306a\u3089 \u304b\u304f\u3057\u3066 \u56e0\u307f\u306b \u3051\u308c\u3069\u3082 \u305d\u308c\u3068\u3082 \u672c\u5f53\u306f \u3068\u3044\u3046\u306e\u3082 \u304c\u305d \u307e\u305f\u3082 \u305d\u3046\u3057\u3066 \u3051\u308c\u3069 \u3044\u3063\u307d\u3046 \u304c\u3055 \u4e00\u65b9\u901a\u884c \u305d\u308c\u3067\u306f \u307e\u305f\u3044 \u305d\u306e\u3046\u3048 \u304c\u3064 \u3068\u3053\u308d\u3067 \u3067\u306e\u307f \u3044\u3048\u3088 \u305d\u308c\u3069\u3053\u308d\u304b \u4e00\u65b9\u5411 \u3055\u3066 \u306a\u304a\u304d \u306a\u3044\u3057\u306f \u5373\u6226\u529b \u307e\u305f\u304c\u308a\n<\/p><\/blockquote>\n<p>\u3000\u3053\u308c\u3082\u307e\u305f\uff0c\u5358\u8a9e\u30d9\u30fc\u30b9\u306e\u5206\u6790\u3067\u306f\u3042\u307e\u308a\u60c5\u5831\u91cf\u306e\u306a\u3044\u5358\u8a9e\u3067\u3059\uff0e\u3057\u304b\u3057\uff0c\u6587\u3068\u6587\u306e\u95a2\u4fc2\u3092\u8a18\u8ff0\u3059\u308b\u8a9e\u306a\u305f\u3081\u30bf\u30b9\u30af\u3054\u3068\u306b\u6271\u3044\u3092\u5909\u3048\u308b\u3079\u304d\u3067\u3057\u3087\u3046\uff0e<br \/>\n\u3000\u3068\u3053\u308d\u3067\uff0c\u63a5\u7d9a\u8a5e\u3063\u3066\u3053\u3093\u306a\u306b\u3042\u308b\u3093\u3067\u3059\u306d\uff0e\u9006\u63a5\u306e\u983b\u5ea6\u304c\u9ad8\u3044\u306e\u306f\u9762\u767d\u3044\u767a\u898b\u3067\uff0c\u4f55\u304b\u8a00\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u305d\u3046\u3067\u3059\uff0e\u3053\u306e\u91cf\u306e\u63a5\u7d9a\u8a5e\u3092\u4f7f\u3044\u3053\u306a\u305b\u308b\u3088\u3046\u306b\u306a\u308c\u3070\u6d41\u3061\u3087\u3046\u306a\u6587\u7ae0\u304c\u66f8\u3051\u305d\u3046\u3067\u3059\u306d\uff0e\n<\/p>\n<h3 id=\"toc_3-6\">\u8a18\u53f7<\/h3>\n<p>\n\u8a18\u53f7\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d200\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u3002 \u3001 \uff08 \uff09 \u30fb \u300c \u300d \u300e \u300f \uff1a \u301c \uff1d \u203b \u201d \u201c \u2192 \u2026 \u00d7 \uff01 \uff0f \uff1f \u25cb \u30ce \u3008 \u3009 \u3005 \uff0c \uff06 \u2606 \u2015 \uff0b \u03b1 \u3012 \u300a \u300b \u2010 \u2026\u3002 \u3010 \u3011 \u2605 \uff1b \u2019 \u03b2 \uff08- \u2212 \u3014 \u03bc \u3015 \u02c8 \uff1e \uff08\uff09 \uff1c \u0301 \u2015\u2015 \uff0e \u0259 \uff4d \uff3b \uff3d \u03b3 \u3007 \u25a0 \u25cf \u02d0 \uff08= \uff0a \uff08\u682a\uff09 \u25b3 \u03b5 \u25b2 \u03c0 \u03c6 \u03b4 \u2018 \u22121 \u03c3 \u0394 \u03b8 \u03bb \u25ce \u03c9 \u3002( \u03a3 \u2500 \u03bd \u025b \u026a \uff08+ \u03a9 \u30ce\u30eb\u30de\u30f3\u4eba \u03c1 \u25a1 \u2190 \u309d \u3002}} \u03c4 \uff21 \uff08\u7b11\uff09 \u00d73 \u03ba \u0254 \u03b7 \uff20 \uff08\uff5e \u2032 \u0283 \u30ce\u30eb\u30de\u30f3 \u1f08 \uff08. \u03bf \u300c( \u00f7 \u300c\uff5e \u028a \u25c6 \uff08? \uff08\u2252 \uff08\uff08 \u03b6 \uff08\u8ca1\uff09 \u2191 \u03b9 \u0393 \u03c7 \u0645\u062d\u0645\u062f \u3007\u3007 \u3002! \u039b \u02cc \u02bf \u3002- \uff22 \u300c- \uff08\uff0d \uff5d \u0396 \u25c7 \u0628\u0646 \u00a3 \u03c8 \uff08( \u03a6 \uff5b \uff08&#8217; \u03c5 \u0292 \u0391 \uff08\u793e\uff09 \u3002}}}} \u30ce\u30ea\u30b9 \u027e \u0639\u0628\u062f \uff34 \u3002) \u0261 \u0259\u02c8 \u309e \uff54 \u30ce\u30a6\u30b5\u30ae \u22122 \u0263 \u03a0 \u0252 \u2193 \u02bb \ufe0e \uff5c \uff23 \u0395 \u300e&#8217; \uff26 \u03be \u0251 \uff2d \u30ce\u30e2\u30b9 \u3006 \uff24 \uff08&#8221; \u0396\u30ac\u30f3\u30c0\u30e0 \u028c \uff28 \uff36 \uffe5 \uff38 \uff2a \u0250 \u0281 \u0254\u02d0 \uff08\u6709\uff09 \u22123 \uff25 \uff08\u2014 \u0268 \uff08\uff62 \uff33 \u02b2 \u25cb\u00d7 \u0627\u0644\u0644\u0647 \uff43\uff4d \u30ce\u30ea\u30c3\u30c1\n<\/p><\/blockquote>\n<p>\u3000\u305f\u3044\u3066\u3044\u306e\u30bf\u30b9\u30af\u3067\u306f\u30ce\u30a4\u30ba\u3068\u306a\u308b\u54c1\u8a5e\u3067\u3059\uff0e\u60c5\u5831\u91cf\u304c\u306a\u3044\u3046\u3048\u306b\uff0c\u5834\u5408\u306b\u3088\u3063\u3066\u306f<strong>\u6587\u5b57\u5316\u3051<\/strong>\u3057\u305f\u308a\u3059\u308b\u5384\u4ecb\u306a\u6587\u5b57\u304c\u591a\u3044\u3067\u3059\uff0e\u5404\u7a2e\u30ab\u30c3\u30b3\u3084\u30ae\u30ea\u30b7\u30e3\u6587\u5b57\u306a\u3069\u306f\uff0c\u6b63\u898f\u8868\u73fe\u3092\u4f7f\u3063\u3066<strong>\u6587\u5b57\u30b3\u30fc\u30c9\u4e0a\u306e\u7bc4\u56f2\u3092\u6307\u5b9a<\/strong>\u3057\u6392\u9664\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\uff0e\u3082\u3057\u304f\u306f\u65e5\u672c\u8a9e\u3084\u82f1\u8a9e\u306a\u3069\u306e\u5bfe\u8c61\u3068\u306a\u308b\u8a00\u8a9e\u5168\u4f53\u3092\u6b63\u898f\u8868\u73fe\u3067\u898f\u5b9a\u3057\u3066\u304a\u304d\uff0c\u305d\u3053\u3089\u304b\u306f\u307f\u51fa\u308b\u3082\u306e\u306b\u95a2\u3057\u3066\u306f\u6392\u9664\u3059\u308b\u3068\u3044\u3063\u305f\u5de5\u592b\u3092\u3059\u308b\u306e\u3082\u5e38\u5957\u624b\u6bb5\u3067\u3059\uff0e<br \/>\n\u3000\u4f59\u8ac7\u3068\u3057\u3066\uff0c&#x1f604;\u7d75\u6587\u5b57&#x1f604;\u306f\u60c5\u5831\u91cf\u304c\u975e\u5e38\u306b\u591a\u3044\u8a18\u53f7\u3067\u3059&#x1f606;\uff0e\u611f\u60c5\u306e\u73fe\u308c\u3060\u3063\u305f\u308a\uff0c\u305d\u308c\u81ea\u4f53\u304c\u6587\u306e\u8981\u7d04\u3067\u3042\u308b\u3068\u3044\u3063\u305f\u898b\u65b9\u3082\u3067\u304d\u308b\u306e\u3067\uff0c\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9&#x26d4;\u306b\u7528\u3044\u308b\u304b\u3069\u3046\u304b\u306f\u30bf\u30b9\u30af\u3054\u3068\u306b\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046&#x1f914;\uff0e\n<\/p>\n<h3 id=\"toc_3-7\">\u52a9\u52d5\u8a5e<\/h3>\n<p>\n\u52a9\u52d5\u8a5e\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d100\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u305f \u3060 \u305a \u3060\u3063 \u304d \u3079\u304d \u3058 \u305f\u3089 \u3067\u3042\u308b \u307e\u3059 \u3060\u308d \u3079\u304f \u306c \u3067\u3059 \u3064 \u307e\u3057 \u3089\u3057\u3044 \u308a \u305f\u308b \u308b \u3058\u3087\u3046 \u307e\u305b \u3089\u3057\u304f \u305f\u304b\u3063 \u307e\u3044 \u3067\u3057\u3087 \u305f\u308d \u3067\u3057 \u3079\u3057 \u3058\u3051\u3093 \u3058\u3087 \u305f\u306a\u304b \u307e\u3057\u3087 \u3089\u3057 \u305f\u8005 \u306a\u304c \u306a\u306e\u304b \u3054\u3068\u304f \u5982\u304f \u308a\u3057 \u3064\u3058 \u3089\u3057\u304d \u3054\u3056\u3044 \u305f\u4e8b \u3060\u3089 \u305f\u304b\u304a \u305f\u5206 \u3084\u3057 \u3064\u3061 \u3064\u307c \u3058\u305f \u3060\u3093 \u308a\u306e \u305f\u3082\u3046 \u305f\u3058 \u3060\u3055 \u3084\u306a \u5982\u304d \u3058\u3069\u3046\u3057\u3083 \u3058\u3087\u3046\u3084\u304f \u308a\u304a \u3084\u305b \u3072\u3093 \u308a\u307c\u3093 \u3058\u3087\u3046\u307b \u308a\u306a \u3058\u3086\u3046 \u3054\u3068\u304d \u305f\u306a \u3084\u306e \u3079\u304b\u3089 \u3063\u3057 \u3058\u3061 \u3060\u3044\u3061 \u305f\u7d19 \u305f\u304f\u3084 \u305f\u65b9 \u308a\u3072 \u3084\u305f \u305f\u9762 \u3064\u3061\u3084 \u305f\u306f \u307e\u3058 \u3058\u3060 \u3058\u3069\u3046\u3057 \u306a\u306e\u306f \u3060\u3080 \u305f\u529b \u308b\u3057 \u305f\u5024 \u306a\u3070 \u3089\u3057\u304f\u306a\u3044 \u3058\u3069\u3046 \u305f\u91cf \u305f\u3072 \u308b\u304b \u305f\u304b\u3064 \u3058\u3087\u3046\u3053\u3046 \u305f\u4eba \u305f\u7523\n<\/p><\/blockquote>\n<p>\u3053\u308c\u3089\u3082\u60c5\u5831\u91cf\u304c\u5c11\u306a\u3044\u5358\u8a9e\u3067\u3059\uff0e\u3060\u3044\u305f\u3044\u306e\u5358\u8a9e\u304c\u3072\u3089\u304c\u306a1\u6587\u5b57\u304b2\u6587\u5b57\u306a\u306e\u3067\u305d\u308c\u3089\u3092\u6b63\u898f\u8868\u73fe\u3067\u307e\u3068\u3081\u3066\u7701\u304f\u3053\u3068\u3082\u3042\u308a\u307e\u3059\uff0e\n<\/p>\n<h3 id=\"toc_3-8\">\u611f\u52d5\u8a5e<\/h3>\n<p>\n\u611f\u52d5\u8a5e\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d143\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u30ce\u30a4\u30ba\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u3042\u3063 \u3088\u3046 \u3046 \u304a \u3042\u308c \u307e \u307b\u3046 \u3044\u3048 \u3046\u3048 \u304a\u304a \u3088\u3057 \u304a\u3044 \u304e\u3087 \u30ce\u30fc \u3042\u3089 \u306f\u3044 \u3046\u3093 \u306a\u3093\u3068 \u30aa\u30fc \u3044\u3084 \u3042\u308a\u304c\u3068\u3046 \u30d5\u30a7\u30ed\u30fc \u304a\u306f \u3042\u3042 \u30b5\u30e8\u30ca\u30e9 \u3046\u3054\u3046 \u3055\u3088\u306a\u3089 \u306f\u3063 \u3046\u304a \u306d\u3048 \u305d\u3089 \u30a8\u30a4 \u304a\u3084 \u306d\u3047 \u3042\u3089\u308f \u307e\u3042 \u3046\u3093\u3069\u3046 \u304a\u306f\u3088\u3046 \u30b5\u30e8\u30ca\u30e9 \u30d5\u30a7 \u3048\u3048 \u3055\u3089\u3070 \u3075\u3093 \u30a2\u30c3 \u304a\u3063 \u3088\u3046\u3053\u305d \u3058\u3083\u3042 \u30a4\u30e4 \u3046\u3057\u3093 \u304a\u304a\u308f \u3055\u3042 \u3055\u3088\u3046\u306a\u3089 \u3046\u3054 \u3053\u3093\u306b\u3061\u306f \u3042\u3089\u304b \u3046\u3052\u3093 \u3046\u306a \u3046\u3044\u3061 \u306a\u308b\u307b\u3069 \u3052\u3063 \u3046\u308f \u3046\u3075 \u30a6\u30f3 \u3069\u3046\u305e \u304a\u3081\u3067\u3068\u3046 \u3046\u3057\u308d \u3046\u3057\u3087\u3046 \u3046\u3084\u3080\u3084 \u306f\u3066 \u3046\u306f \u3048\u3063 \u304a\u304a\u3048 \u307b\u3089 \u3054\u3081\u3093 \u3046\u3050 \u3044\u3044\u3048 \u308f\u3063 \u305f\u3060\u3044\u307e \u304a\u3084\u3059\u307f \u3046\u3060 \u3088\u304a \u3053\u3093\u3070\u3093\u306f \u304a\u3055 \u3046\u304b \u304a\u3059 \u3053\u3089 \u3054\u3081\u3093\u306a\u3055\u3044 \u3078\u3048 \u3088\u3046\u3057 \u307e\u3041 \u307b\u3093\u3068 \u3042\u309d \u3055\u3041 \u3084\u3042 \u3042\u304b\u3093 \u306a\u3080 \u3042\u3041 \u30a8\u30c3 \u3059\u307f\u307e\u305b\u3093 \u3053\u308a\u3083 \u3044\u3084\u3044\u3084 \u5357\u7121 \u306f\u3058\u3081\u307e\u3057\u3066 \u304a\u30fc\u3044 \u3046\u3044\u3063 \u55da\u547c \u3054\u3081\u3093\u306d \u30a6\u30a4 \u30d0\u30ab\u30e4\u30ed\u30fc \u304a\u304b\u3048\u308a \u3046\u304a\u3093 \u3054\u304d\u3052\u3093\u3088\u3046 \u3078\u3063 \u304a\u308f \u3046\u3044\u3044 \u3046\uff5e \u3046\u30fc \u306a\u308b\u307b\u3069! \u4f55\u3060 \u3069\u3063\u3053\u3044 \u3046\u3078\u3093 \u30ac\u30fc\u30f3 \u30b4\u30e1\u30f3 \u3042\u308a\u304c\u3068 \u3054\u3081\u3093 \u308f\u3093\u308f\u3093 \u306f\u3066\u306a \u3046\u304a\u304a \u3059\u3044\u307e\u305b\u3093 \u304a\u75b2\u308c\u69d8 \u3078\u30fc \u3042\u308a\u3083 \u3082\u3057\u3082\u3057 \u6709\u96e3\u3046 \u304a\u3084\u3059\u307f\u306a\u3055\u3044 \u306f\u3041 \u3046\u3047 \u3058\u3083\u30fc \u3078\u3047 \u30e8\u30ed\u30b7\u30af \u3082\u3057\u3082\u3057 \u304a\u304b\u3048\u308a\u306a\u3055\u3044 \u30ad\u30e3\u30c3\n<\/p><\/blockquote>\n<p>\u3000\u60c5\u5831\u91cf\u306f\u307e\u3042\u307e\u3042\u3068\u3044\u3063\u305f\u3068\u3053\u308d\u3067\u3057\u3087\u3046\u304b\uff0e\u51fa\u73fe\u81ea\u4f53\u76ee\u305a\u3089\u3044\u3057\u3044\u306e\u3067\u3042\u3048\u3066\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u5165\u308c\u308b\u3053\u3068\u306f\u3042\u307e\u308a\u3057\u306a\u3044\u3067\u3059\uff0e<br \/>\n\u3000\u3053\u308c\u5358\u72ec\u3067\u898b\u308b\u3068\u3046\u308b\u3055\u3044\u6587\u7ae0\u307f\u305f\u3044\u3067\u3059\u306d\uff0e<strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/strong>\u3068\u304b\u3092\u4f5c\u308b\u3068\u304d\u306b\u610f\u8b58\u7684\u306b\u5165\u308c\u3066\u307f\u308b\u3068\u30a4\u30ad\u30a4\u30ad\u3057\u305d\u3046\u3067\u3059\uff0e\n<\/p>\n<h3 id=\"toc_3-9\">\u9023\u4f53\u8a5e<\/h3>\n<p>\n\u9023\u4f53\u8a5e\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d100\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u30ce\u30a4\u30ba\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u3053\u306e\u3000\u305d\u306e\u3000\u540c\u3058\u3000\u5927\u304d\u306a\u3000\u305d\u306e\u305f\u3081\u3000\u3044\u308f\u3086\u308b\u3000\u3069\u306e\u3000\u3053\u3046\u3057\u305f\u3000\u305d\u3093\u306a\u3000\u3042\u308b\u3000\u3042\u3089\u3086\u308b\u3000\u4f55\u3089\u304b\u306e\u3000\u305d\u306e\u3046\u3061\u3000\u305d\u306e\u307b\u304b\u3000\u5358\u306a\u308b\u3000\u3069\u3093\u306a\u3000\u3055\u3089\u306a\u308b\u3000\u3042\u308b\u6642\u3000\u305d\u306e\u3088\u3046\u3000\u3044\u304b\u306a\u308b\u3000\u3068\u3042\u308b\u3000\u305d\u3046\u3044\u3063\u305f\u3000\u3053\u3093\u306a\u3000\u4e3b\u305f\u308b\u3000\u305d\u3046\u3044\u3046\u3000\u3053\u306e\u307e\u307e\u3000\u305d\u306e\u5b50\u3000\u307b\u3093\u306e\u3000\u6211\u304c\u3000\u308f\u304c\u3000\u4ea1\u304d\u3000\u8056\u306a\u308b\u3000\u3053\u3046\u3044\u3046\u3000\u3069\u3046\u3044\u3046\u3000\u3042\u308b\u3068\u304d\u3000\u3042\u308b\u610f\u5473\u3000\u78ba\u56fa\u305f\u308b\u3000\u5f53\u306e\u3000\u306a\u3093\u3089\u304b\u306e\u3000\u3042\u3093\u306a\u3000\u304b\u306e\u3000\u5927\u3044\u306a\u308b\u3000\u5927\u3057\u305f\u3000\u5176\u306e\u3000\u3044\u308d\u3093\u306a\u3000\u898b\u77e5\u3089\u306c\u3000\u6216\u3000\u3055\u308b\u3000\u4ea1\u304d\u3000\u304a\u304b\u3057\u306a\u3000\u5982\u4f55\u306a\u308b\u3000\u3042\u308a\u3068\u3042\u3089\u3086\u308b\u3000\u3055\u308b\u3053\u3068\u3000\u3075\u3068\u3057\u305f\u3000\u308f\u304c\u307e\u307e\u3000\u6700\u305f\u308b\u3000\u304a\u306a\u3058\u3000\u307e\u3055\u304b\u306e\u3000\u78ba\u305f\u308b\u3000\u540d\u3060\u305f\u308b\u3000\u5802\u3005\u305f\u308b\u3000\u3061\u3044\u3055\u306a\u3000\u3055\u3057\u305f\u308b\u3000\u8272\u3093\u306a\u3000\u308c\u3063\u304d\u3068\u3057\u305f\u3000\u305f\u3044\u3057\u305f\u3000\u65ad\u56fa\u305f\u308b\u3000\u7136\u308b\u3079\u304d\u3000\u305f\u3063\u3066\u306e\u3000\u5fae\u3005\u305f\u308b\u3000\u8f1d\u3051\u308b\u3000\u898b\u77e5\u3089\u306c\u3000\u305f\u3060\u306a\u3089\u306c\u3000\u96a0\u7136\u305f\u308b\u3000\u543e\u304c\u3000\u308d\u304f\u306a\u3000\u304a\u304a\u304d\u306a\u3000\u5f53\u306e\u3000\u3072\u3087\u3093\u306a\u4e8b\u3000\u304b\u306e\u3000\u5728\u308a\u3057\u3000\u305f\u3093\u306a\u308b\u3000\u3068\u3042\u308b\u3000\u3072\u3087\u3093\u306a\u3000\u5927\u304d\u306a\u3000\u5c0f\u3055\u306a\u3000\u304d\u305f\u308b\u3000\u4f55\u305f\u308b\u3000\u3061\u3063\u3061\u3083\u306a\u3000\u3042\u304f\u308b\u3000\u305d\u306e\u307e\u3093\u307e\u3000\u304b\u306e\u3000\u307b\u3093\u306e\u3000\u53b3\u7136\u305f\u308b\u3000\u3068\u3093\u3060\u3000\u304a\u304a\u3044\u306a\u308b \u304a\u305d\u308b\u3079\u304d \u3053\u3093\u306a \u51a0\u305f\u308b \u7531\u3005\u3057\u304d\n<\/p><\/blockquote>\n<p>\u3000\u4f53\u8a00\uff08\u540d\u8a5e\u30fb\u4ee3\u540d\u8a5e\u30fb\u6570\u8a5e\uff09\u3092\u4fee\u98fe\u3057\u307e\u3059\uff0e\u3053\u308c\u306f\u5358\u8a9e\u306b\u3088\u3063\u3066\u306f\u60c5\u5831\u91cf\u306e\u591a\u3044\u3082\u306e\u3082\u3042\u308b\u306e\u3067\u300c<strong>\u3053\u305d\u3042\u3069\u8a00\u8449<\/strong>\u300d\u306e\u307f\u3092\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u5165\u308c\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\uff0e\n<\/p>\n<h3 id=\"toc_3-10\">\u30d5\u30a3\u30e9\u30fc<\/h3>\n<p>\n\u30d5\u30a3\u30e9\u30fc\u306e\u3046\u3061\uff0c\u51fa\u73fe\u983b\u5ea6\u4e0a\u4f4d10\u8a9e\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<br \/>\n\uff08\u30ce\u30a4\u30ba\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u533a\u5207\u308a\uff0c\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u306f\u6392\u9664\u3057\u3066\u3042\u308a\u307e\u3059\uff0e\uff09<\/p>\n<blockquote><p>\n\u3068 \u3048 \u3042 \u3042\u306e \u3042\u3046 \u306a\u3093\u304b \u3048\u30fc \u3042\u30fc \u3048\u30fc\u3063\u3068 \u3042\u306e\u30fc\n<\/p><\/blockquote>\n<p>\u3000\u58f0\u306e\u8abf\u5b50\u3092\u6574\u3048\u305f\u308a\uff0c\u4f55\u304b\u8003\u3048\u3066\u3044\u308b\u3068\u304d\u306b\u9593\u3092\u57cb\u3081\u308b\u305f\u3081\u306b\u767a\u3059\u308b\u97f3\u58f0\u3092\u5358\u8a9e\u5316\u3057\u305f\u3082\u306e\u3067\u3059\uff0e\u60c5\u5831\u91cf\u306f\u307b\u307c\u306a\u3044\u3067\u3059\uff0e<strong>\u97f3\u58f0\u8a8d\u8b58<\/strong>\u306a\u3069\u3092\u4f7f\u7528\u3057\u3066\u7372\u5f97\u3057\u305f\u6587\u7ae0\u3084\u5c0f\u8aac\u306a\u3069\u306b\u306f\u591a\u304f\u51fa\u3066\u304f\u308b\u306e\u3067\u3053\u308c\u3082\u307e\u305f\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u5165\u308c\u308b\u3079\u304d\u3067\u3057\u3087\u3046\uff0e<strong>\u5bfe\u8a71\u30dc\u30c3\u30c8<\/strong>\u306a\u3069\u306b\u3053\u308c\u3089\u3092\u5165\u308c\u308b\u3068\u4eba\u9593\u3089\u3057\u304f\u306a\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3067\u3059\u306d\uff0e\n<\/p>\n<h2 id=\"toc_4\">UTF-8\u306e\u7bc4\u56f2\u306b\u3064\u3044\u3066<\/h2>\n<h3>\u306f\u3058\u3081\u306b<\/h3>\n<p>\n\u3000\u6587\u5b57\u30b3\u30fc\u30c9\u306e\u7bc4\u56f2\u3067\u6b32\u3057\u3044\u60c5\u5831\u3092\u62bd\u51fa\u3057\u305f\u3044\u5834\u5408\u306b\u5f79\u7acb\u3064\u60c5\u5831\u3092\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\uff0e\n<\/p>\n<h3>US\u30ad\u30fc\u30dc\u30fc\u30c9\u306b\u3042\u308b\u6587\u5b57(ASCII)<\/h3>\n<p>\n\u5168\u4f53\uff1a0x0020 ( (\u534a\u89d2\u30b9\u30da\u30fc\u30b9)) &#8211; 0x007E (~)<br \/>\n\u6570\u5b57\uff1a0x0030 (0) &#8211; 0x0039 (9)<br \/>\n\u5927\u6587\u5b57\uff1a0x0041 (A) &#8211; 0x005A (Z)<br \/>\n\u5c0f\u6587\u5b57\uff1a0x0061 (a) &#8211; 0x007A (z)\n<\/p>\n<h3 id=\"toc_4-1\">\u3072\u3089\u304c\u306a<\/h3>\n<p>\n0x3041 (\u3041(\u5c0f\u3055\u3044 \u3042)) &#8211; 0x3093 (\u3093)\n<\/p>\n<h3 id=\"toc_4-2\">\u30ab\u30bf\u30ab\u30ca<\/h3>\n<p>\n0x30A1 (\u30a1(\u5c0f\u3055\u3044 \u30a2)) &#8211; 0x30F4 (\u30f4) \u3082\u3057\u304f\u306f\uff0c0x30F3 (\u30f3)\n<\/p>\n<h3 id=\"toc_4-3\">\u6f22\u5b57<\/h3>\n<p>\nCJK\u7d71\u5408\u6f22\u5b57\u3060\u3068\uff0c\u4e2d\u56fd\uff0c\u97d3\u56fd\u306a\u3069\u306e\u6f22\u5b57\u3082\u5165\u3063\u3066\u3057\u307e\u3046\u3088\u3046\u3067\u3059\uff0e<br \/>\n\u65e5\u672c\u306e\u4e00\u822c\u7684\u306a\u74b0\u5883\u3067\u6271\u3046\u3053\u3068\u306e\u3067\u304d\u308b\u7bc4\u56f2\u3060\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff0e<br \/>\n0x4E00 (\u4e00(\u3044\u3061)) &#8211; 0x9FD0 (\u4ca4)<br \/>\n\u6700\u5f8c\u306e\u65b9\u306f\u4e2d\u56fd\u306e\u6f22\u5b57\u306a\u306e\u3067\u4ee5\u4e0b\u306e\u7bc4\u56f2\u3067\u3088\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3067\u3059\uff0e<br \/>\n0x4E00 (\u4e00(\u3044\u3061)) &#8211; 0x9FA0 (\u9fa0\uff08\u3084\u304f\uff1a\u4e2d\u56fd\u306e\u7b1b\uff09)\n<\/p>\n<h3 id=\"toc_4-4\">\u5e38\u7528\u6f22\u5b57\u4e00\u89a7<\/h3>\n<p>\n\u7bc4\u56f2\u3067\u793a\u3059\u306e\u306f\u56f0\u96e3\u306a\u305f\u3081\uff0c\u4ee5\u4e0b\u306e\u4e00\u89a7\u3092\u6b63\u898f\u8868\u73fe\u306a\u3069\u3067\u30de\u30c3\u30c1\u3055\u305b\u308b\u3068\u3088\u3044\u3067\u3059\uff0e<br 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8ce0\u767d\u4f2f\u62cd\u6cca\u8feb\u525d\u8236\u535a\u8584\u9ea6\u6f20\u7e1b\u7206\u7bb1\u7bb8\u7551\u808c\u516b\u9262\u767a\u9aea\u4f10\u629c\u7f70\u95a5\u53cd\u534a\u6c3e\u72af\u5e06\u6c4e\u4f34\u5224\u5742\u962a\u677f\u7248\u73ed\u7554\u822c\u8ca9\u6591\u98ef\u642c\u7169\u9812\u7bc4\u7e41\u85e9\u6669\u756a\u86ee\u76e4\u6bd4\u76ae\u5983\u5426\u6279\u5f7c\u62ab\u80a5\u975e\u5351\u98db\u75b2\u79d8\u88ab\u60b2\u6249\u8cbb\u7891\u7f77\u907f\u5c3e\u7709\u7f8e\u5099\u5fae\u9f3b\u819d\u8098\u5339\u5fc5\u6ccc\u7b46\u59eb\u767e\u6c37\u8868\u4ff5\u7968\u8a55\u6f02\u6a19\u82d7\u79d2\u75c5\u63cf\u732b\u54c1\u6d5c\u8ca7\u8cd3\u983b\u654f\u74f6\u4e0d\u592b\u7236\u4ed8\u5e03\u6276\u5e9c\u6016\u961c\u9644\u8a03\u8ca0\u8d74\u6d6e\u5a66\u7b26\u5bcc\u666e\u8150\u6577\u819a\u8ce6\u8b5c\u4fae\u6b66\u90e8\u821e\u5c01\u98a8\u4f0f\u670d\u526f\u5e45\u5fa9\u798f\u8179\u8907\u8986\u6255\u6cb8\u4ecf\u7269\u7c89\u7d1b\u96f0\u5674\u58b3\u61a4\u596e\u5206\u6587\u805e\u4e19\u5e73\u5175\u4f75\u4e26\u67c4\u965b\u9589\u5840\u5e63\u5f0a\u853d\u9905\u7c73\u58c1\u74a7\u7656\u5225\u8511\u7247\u8fba\u8fd4\u5909\u504f\u904d\u7de8\u5f01\u4fbf\u52c9\u6b69\u4fdd\u54fa\u6355\u88dc\u8217\u6bcd\u52df\u5893\u6155\u66ae\u7c3f\u65b9\u5305\u82b3\u90a6\u5949\u5b9d\u62b1\u653e\u6cd5\u6ce1\u80de\u4ff8\u5023\u5cf0\u7832\u5d29\u8a2a\u5831\u8702\u8c4a\u98fd\u8912\u7e2b\u4ea1\u4e4f\u5fd9\u574a\u59a8\u5fd8\u9632\u623f\u80aa\u67d0\u5192\u5256\u7d21\u671b\u508d\u5e3d\u68d2\u8cbf\u8c8c\u66b4\u81a8\u8b00\u9830\u5317\u6728\u6734\u7267\u7766\u50d5\u58a8\u64b2\u6ca1\u52c3\u5800\u672c\u5954\u7ffb\u51e1\u76c6\u9ebb\u6469\u78e8\u9b54\u6bce\u59b9\u679a\u6627\u57cb\u5e55\u819c\u6795\u53c8\u672b\u62b9\u4e07\u6e80\u6162\u6f2b\u672a\u5473\u9b45\u5cac\u5bc6\u871c\u8108\u5999\u6c11\u7720\u77db\u52d9\u7121\u5922\u9727\u5a18\u540d\u547d\u660e\u8ff7\u51a5\u76df\u9298\u9cf4\u6ec5\u514d\u9762\u7dbf\u9eba\u8302\u6a21\u6bdb\u5984\u76f2\u8017\u731b\u7db2\u76ee\u9ed9\u9580\u7d0b\u554f\u51b6\u591c\u91ce\u5f25\u5384\u5f79\u7d04\u8a33\u85ac\u8e8d\u95c7\u7531\u6cb9\u55a9\u6109\u8aed\u8f38\u7652\u552f\u53cb\u6709\u52c7\u5e7d\u60a0\u90f5\u6e67\u7336\u88d5\u904a\u96c4\u8a98\u6182\u878d\u512a\u4e0e\u4e88\u4f59\u8a89\u9810\u5e7c\u7528\u7f8a\u5996\u6d0b\u8981\u5bb9\u5eb8\u63da\u63fa\u8449\u967d\u6eb6\u8170\u69d8\u760d\u8e0a\u7aaf\u990a\u64c1\u8b21\u66dc\u6291\u6c83\u6d74\u6b32\u7fcc\u7ffc\u62c9\u88f8\u7f85\u6765\u96f7\u983c\u7d61\u843d\u916a\u8fa3\u4e71\u5375\u89a7\u6feb\u85cd\u6b04\u540f\u5229\u91cc\u7406\u75e2\u88cf\u5c65\u7483\u96e2\u9678\u7acb\u5f8b\u6144\u7565\u67f3\u6d41\u7559\u7adc\u7c92\u9686\u786b\u4fb6\u65c5\u865c\u616e\u4e86\u4e21\u826f\u6599\u6dbc\u731f\u9675\u91cf\u50da\u9818\u5bee\u7642\u77ad\u7ce7\u529b\u7dd1\u6797\u5398\u502b\u8f2a\u96a3\u81e8\u7460\u6d99\u7d2f\u5841\u985e\u4ee4\u793c\u51b7\u52b1\u623b\u4f8b\u9234\u96f6\u970a\u96b7\u9f62\u9e97\u66a6\u6b74\u5217\u52a3\u70c8\u88c2\u604b\u9023\u5ec9\u7df4\u932c\u5442\u7089\u8cc2\u8def\u9732\u8001\u52b4\u5f04\u90ce\u6717\u6d6a\u5eca\u697c\u6f0f\u7c60\u516d\u9332\u9e93\u8ad6\u548c\u8a71\u8cc4\u8107\u60d1\u67a0\u6e7e\u8155\n<\/p><\/blockquote>\n<h2 id=\"toc_4\">\u4fbf\u5229\u306a\u6b63\u898f\u8868\u73fe<\/h2>\n<h3>\u306f\u3058\u3081\u306b<\/h3>\n<p>\n\u3000\u6587\u5b57\u30b3\u30fc\u30c9\u306e\u7bc4\u56f2\u3067\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u305f\u308a\u3059\u308b\u3068\u304d\u306b<strong>\u6b63\u898f\u8868\u73fe<\/strong>\u306f\u5f37\u3044\u5473\u65b9\u306b\u306a\u308a\u307e\u3059\uff0e\u4eca\u56de\u306f\u79c1\u304c\u826f\u304f\u7528\u3044\u308b\u6b63\u898f\u8868\u73fe\u3092\u307e\u3068\u3081\u3066\u304a\u304d\u307e\u3059\uff0e\n<\/p>\n<h3>\u65e5\u672c\u8a9e\u306b\u51fa\u3066\u304f\u308b\u6587\u5b57\u306e\u6b63\u898f\u8868\u73fe<\/h3>\n<p>\n\u6570\u5b57\uff0c\u30ed\u30fc\u30de\u5b57\uff0c\u3072\u3089\u304c\u306a\uff0c\u30ab\u30bf\u30ab\u30ca\uff0c\u6f22\u5b57\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u3082\u306e\u3067\u3059\uff0e<br \/>\n\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7cfb\u306e\u4eba\u306e\u591a\u304f\u306fpython\u3067\u4f7f\u3046\u3068\u601d\u3046\u306e\u3067python\u306e\u30b3\u30fc\u30c9\u3067\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\uff0e<br \/>\npython\u304c\u308f\u304b\u3089\u306a\u3044\u65b9\u306f<strong>pattern\u306e\u53f3\u8fba\u306er\u306e\u96a3\u306e\u30c0\u30d6\u30eb\u30af\u30a9\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u4e2d\u8eab<\/strong>\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\uff0e\n<\/p>\n<pre class=\"theme:monokai lang:python decode:true \" title=\"\u65e5\u672c\u8a9e\u306e\u6b63\u898f\u8868\u73fe\" >\r\npattern = r\"[0-9A-Za-z\u3041-\u3093\u30a1-\u30f4\u4e00-\u9fa0]\"\r\nif re.match(pattern, text):\r\n    print(text)\r\n<\/pre>\n<h3>\u65e5\u672c\u8a9e\u306b\u51fa\u3066\u304f\u308b\u8a18\u53f7\u306e\u6b63\u898f\u8868\u73fe<\/h3>\n<p>\n\u3088\u304f\u51fa\u3066\u304f\u308b\u8a18\u53f7\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u305f\u3082\u306e\u3067\u3059\uff0e<br \/>\n\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u4e0a\u306e\u6b63\u898f\u8868\u73fe\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3044\u307e\u3059\uff0e\n<\/p>\n<pre class=\"theme:monokai lang:python decode:true \" title=\"\u65e5\u672c\u8a9e\u306e\u6b63\u898f\u8868\u73fe\" >\r\npattern = r\"[\\!-&%\\(\\)\\.\\,\/=\\-\uff0c\uff0e\u3002\u3001\\ \uffe5\u2019\u201d\u2192\u2193\u2190\u2191\u2026\u300c\u300d\uff08\uff09\u30fc\\ \uff5e\u300e \\\u30fb\uff5e\u300e\u300f\u30fb\uff1b\uff1a\u203b\u3005\u309e\u30f6\u30f5\uff05]\"\r\nif re.match(pattern, text):\r\n    print(text)\r\n<\/pre>\n<h3>\u3072\u3089\u304c\u306a1\u6587\u5b57\u30682\u6587\u5b57\u3092\u7701\u304f<\/h3>\n<p>\n\u3072\u3089\u304c\u306a1\u6587\u5b57\u30842\u6587\u5b57\u306e\u5358\u8a9e\u3082\u3069\u304d\u306f\u5f62\u614b\u7d20\u89e3\u6790\u5668\u306e\u4e0d\u5177\u5408\u3067\u51fa\u3066\u304f\u308b\u3082\u306e\u304c\u591a\u3044\u3067\u3059\uff0e<br \/>\n\u5fc5\u8981\u306a\u3082\u306e\u306f\u30db\u30ef\u30a4\u30c8\u30ea\u30b9\u30c8\u7684\u306a\u3082\u306e\u3092\u4f5c\u3063\u3066\u4fdd\u8b77\u3057\u3064\u3064\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u7701\u304d\u307e\u3059\uff0e<br \/>\njanome\u3067\u7701\u304f\u3053\u3068\u304c\u591a\u304b\u3063\u305f\u306e\u3067\u30b5\u30f3\u30d7\u30eb\u306f\u305d\u306e\u6587\u8108\u306b\u3057\u3066\u304a\u304d\u307e\u3059\uff0e<br \/>\n\u3088\u304f\u3084\u308a\u304c\u3061\u306a\u30df\u30b9\u3067\u3059\u304c\uff0c<strong>\u6587\u982d\u3092\u8868\u3059^\u3092\u5165\u308c\u5fd8\u308c\u308b<\/strong>\u3068\u3072\u3089\u304c\u306a1\u6587\u5b57\u304b2\u6587\u5b57\u542b\u3080\u3082\u306e\u5168\u4f53\u3092\u53d6\u3063\u3066\u304d\u3066\u3057\u307e\u3046\u306e\u3067\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\uff0e\n<\/p>\n<pre class=\"theme:monokai lang:python decode:true \" title=\"\u3072\u3089\u304c\u306a1\u6587\u5b57\u306e\u9664\u53bb\" >\r\nif re.search(r'^[\u3042-\u3093]{1,2}$', token.surface):\r\n    # \u51e6\u7406\r\n    pass\r\n<\/pre>\n<p><h2 id=\"toc_5\">\u304a\u308f\u308a\u306b<\/h2>\n<p>\u4eca\u56de\u306f\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\uff0e<br \/>\n\u3053\u3053\u306b\u66f8\u3044\u305f\u3082\u306e\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\uff0c<strong>\u81ea\u5206\u304c\u89e3\u304d\u305f\u3044\u30bf\u30b9\u30af\u306b\u7279\u5316\u3057\u305f\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u3092\u9078\u5b9a\u3059\u308b\u3053\u3068<\/strong>\u304c\u30b7\u30b9\u30c6\u30e0\u306e\u7cbe\u5ea6\u306e\u5411\u4e0a\u306b\u3064\u306a\u304c\u308b\u3067\u3057\u3087\u3046\uff0e<br \/>\n\u307e\u305f\uff0c\u300c\u540d\u8a5e\uff0c\u52d5\u8a5e\uff0c\u5f62\u5bb9\u8a5e\u306e\u3088\u3046\u306a<strong>\u81ea\u7acb\u8a9e\u3067\u3042\u308b\u304b<\/strong>\u300d\u3084\u300c<strong>\u52a9\u8a5e\u306e\u524d\u306e\u540d\u8a5e\u7bc0<\/strong>\u300d\u306e\u3088\u3046\u306a\u30eb\u30fc\u30eb\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3088\u308a\u5f37\u529b\u306a\u524d\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\uff0e<br \/>\n\u30b3\u30fc\u30d1\u30b9\u5168\u4f53\u306e\u5206\u6790\u3092\u3057\u3066\u307f\u308b\u3053\u3068\u3082\u7cbe\u5ea6\u306e\u9ad8\u3044\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306e\u9078\u5b9a\u3084\u8db3\u5207\u308a\u57fa\u6e96\u306e\u8a2d\u5b9a\u306b\u8ca2\u732e\u3059\u308b\u3068\u601d\u3044\u307e\u3059\uff0e<br \/>\n\u8272\u3005\u3068\u8a66\u3057\u3066\u3046\u307e\u304f\u3044\u304f\u307e\u3067\u9811\u5f35\u3063\u3066\u307f\u308b\u3068\u305d\u306e\u3046\u3061\u306b\u611f\u304c\u4ed8\u3044\u3066\u304f\u308b\u3068\u601d\u3044\u307e\u3059\uff0e<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306e\u9664\u53bb\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3084\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u4f5c\u696d\u3067\u3059\uff0e \u89e3\u6790\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u4e0d\u8981\u306a\u8a18\u53f7\u3084\u5358\u8a9e\u3092\u7b49\u3092\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u9664\u53bb\u3057\u307e\u3059\uff0e \u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306e\u9078\u5b9a\u306b\u306f\u30bf\u30b9\u30af\u306b\u7279\u5316\u3057\u305f\u5206\u6790\u304c\u5fc5\u8981\u3067\u3059\u304c\uff0c\u3042\u308b\u7a0b\u5ea6\u6574\u7406\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u304c\u3042\u308b\u3068\u3068\u3066\u3082\u52a9\u304b\u308a\u307e\u3059\uff0e \u305d\u3053\u3067\uff0c\u4eca\u56de\u306f\u79c1\u304c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u30bf\u30b9\u30af\u3067\u3088\u304f\u884c\u3046\uff0c\u65e5\u672c\u8a9e\u306e\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u307e\u3057\u305f\uff0e \u307e\u305f\u5358\u8a9e\u306e\u5206\u5e03\u306a\u3069\u304b\u3089\uff0c\u54c1\u8a5e\u3054\u3068\u306e\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u306b\u5bfe\u3059\u308b\u8003\u5bdf\u3082\u884c\u3044\u307e\u3057\u305f\uff0e \u3053\u306e\u3053\u3068\u304b\u3089\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\u3092\u4ecb\u3057\u3066\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u3042\u307e\u308a\u8a9e\u3089\u308b\u3053\u3068\u306e\u306a\u3044\u77e5\u8b58\u306a\u3069\u3092\u3054\u5171\u6709\u3067\u304d\u308c\u3070\u3068\u601d\u3044\u307e\u3059\uff0e \uff08\u3053\u306e\u8a18\u4e8b\u306e\u8003\u5bdf\u90e8\u5206\u306f\u4e3b\u306b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u521d\u5fc3\u8005\u3092\u5bfe\u8c61\u3068\u3057\u305f\u5165\u9580\u8a18\u4e8b\u3067\u3059\uff0e\uff09<\/p>\n","protected":false},"author":1,"featured_media":1027,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4,2,5,6],"tags":[],"_links":{"self":[{"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/posts\/919"}],"collection":[{"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/comments?post=919"}],"version-history":[{"count":98,"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/posts\/919\/revisions"}],"predecessor-version":[{"id":1119,"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/posts\/919\/revisions\/1119"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/media\/1027"}],"wp:attachment":[{"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/media?parent=919"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/categories?post=919"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mieruca-ai.com\/ai\/wp-json\/wp\/v2\/tags?post=919"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}