{"id":2921,"date":"2019-09-11T12:08:18","date_gmt":"2019-09-11T03:08:18","guid":{"rendered":"https:\/\/www.crimsonjapan.co.jp\/blog\/?p=2921"},"modified":"2019-09-13T22:55:38","modified_gmt":"2019-09-13T13:55:38","slug":"nmt-and-human-post-editing","status":"publish","type":"post","link":"https:\/\/www.crimsonjapan.co.jp\/blog\/nmt-and-human-post-editing\/","title":{"rendered":"\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33+\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u306e\u9700\u8981\u5897"},"content":{"rendered":"\n<p>\u8fd1\u5e74\u6025\u901f\u306b\u958b\u767a\u304c\u9032\u3080\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\uff08NMT\uff09\u306f\u3001\u3059\u3067\u306b\u7ffb\u8a33\u304a\u3088\u3073\u30ed\u30fc\u30ab\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u696d\u754c\u306b\u5909\u9769\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4eca\u5f8c\u6570\u5e74\u9593\u306f\u3053\u306e\u52d5\u304d\u304c\u52a0\u901f\u3059\u308b\u3068\u898b\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u304a\u3088\u3073\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u81a8\u5927\u306a\u7ffb\u8a33\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u53d6\u308a\u8fbc\u3080\u3053\u3068\u306b\u3088\u308a\u3001NMT\u306e\u7ffb\u8a33\u7cbe\u5ea6\u306f\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u6700\u8fd1\u3067\u306f\u3001NMT\u306e\u8a33\u6587\u3092\u4eba\u9593\u304c\u7de8\u96c6\uff08 \u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8 \uff09\u3059\u308b\u3053\u3068\u3067\u3001\u6700\u7d42\u7684\u306a\u8a33\u6587\u306e\u54c1\u8cea\u3092\u3055\u3089\u306b\u5411\u4e0a\u3055\u305b\u308b\u624b\u6cd5\u306e\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6a5f\u68b0\u7ffb\u8a33\u306e\u7a2e\u985e<\/h2>\n\n\n\n<p>\u6a5f\u68b0\u7ffb\u8a33\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u6bb5\u968e\u3092\u7d4c\u3066NMT\u306b\u5230\u9054\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u304c\u4e3b\u306a\u6a5f\u68b0\u7ffb\u8a33\u306e\u7a2e\u985e\u3067\u3059\u3002<\/p>\n\n\n\n<ul><li>\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u6a5f\u68b0\u7ffb\u8a33\uff08RBMT\uff1aRule Based Machine Translation\uff09<\/li>&nbsp;\u767b\u9332\u3055\u308c\u305f\u6587\u6cd5\u30eb\u30fc\u30eb\u3068\u8f9e\u66f8\u60c5\u5831\u306b\u57fa\u3065\u304d\u3001\u30bd\u30fc\u30b9\u8a00\u8a9e\u306e\u69cb\u6587\u3092\u89e3\u91c8\u3057\u3066\u30bf\u30fc\u30b2\u30c3\u30c8\u8a00\u8a9e\u306b\u7ffb\u8a33\u3059\u308b\u65b9\u6cd5\u3002<li>\u7d71\u8a08\u7684\u6a5f\u68b0\u7ffb\u8a33\uff08SMT\uff1aStatistical Base Machine Translation\uff09<\/li>&nbsp;\u30b3\u30fc\u30d1\u30b9\u3068\u547c\u3070\u308c\u308b\u5927\u91cf\u306e\u5bfe\u8a33\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304d\u3001\u7d71\u8a08\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u7ffb\u8a33\u3059\u308b\u65b9\u6cd5\u3002<li>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u6a5f\u68b0\u7ffb\u8a33\uff08HMT\uff1aHybrid Machine Translation\uff09<\/li>&nbsp;RBMT\u3068SMT\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u8a33\u6587\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3002<li>\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\uff08NMT\uff1aNeural Machine Translation\uff09<\/li>&nbsp;\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\u3092\u6d3b\u7528\u3057\u305f\u65b9\u6cd5\u3002\u4eba\u306e\u8133\u795e\u7d4c\u7d30\u80de\u306e\u6d3b\u52d5\u3092\u5358\u7d14\u5316\u3057\u305f\u30e2\u30c7\u30eb\u3092\u63a1\u7528\u3057\u3001\u53ce\u96c6\u3057\u305f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u30fb\u5206\u6790\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6587\u8108\u7684\u306b\u6b63\u78ba\u306a\u7ffb\u8a33\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002\u30bd\u30fc\u30b9\u8a00\u8a9e\u3068\u30bf\u30fc\u30b2\u30c3\u30c8\u8a00\u8a9e\u306e\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u4eba\u306e\u7ffb\u8a33\u8005\u304c\u4f5c\u6210\u3059\u308b\u8a33\u6587\u306b\u8fd1\u3044\u7ffb\u8a33\u304c\u5b9f\u73fe\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u3002<\/ul>\n\n\n\n<p>\u6a5f\u68b0\u7ffb\u8a33\u306e\u6d3b\u7528\u306b\u3088\u308a\u3001\u7ffb\u8a33\u30b9\u30d4\u30fc\u30c9\u306f\u5e74\u3005\u65e9\u304f\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002NMT\u306e\u767b\u5834\u3067\u7ffb\u8a33\u901f\u5ea6\u306f\u683c\u6bb5\u306b\u901f\u304f\u306a\u308a\u3001\u4eca\u5f8c\u3082\u751f\u7523\u6027\u304a\u3088\u3073\u52b9\u7387\u306e\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u5316\u304c\u9032\u307f\u3001\u5927\u91cf\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u60c5\u5831\u3092\u77ed\u671f\u9593\u3067\u7ffb\u8a33\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3088\u3046\u306a\u72b6\u6cc1\u306b\u304a\u3044\u3066\u3001\u6a5f\u68b0\u7ffb\u8a33\u306e\u5c0e\u5165\u306f\u9078\u629e\u80a2\u306e\u3072\u3068\u3064\u3068\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">NMT\u3068\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u306e\u7d44\u307f\u5408\u308f\u305b<\/h2>\n\n\n\n<p>NMT\u306e\u7ffb\u8a33\u7cbe\u5ea6\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3068\u306f\u8a00\u3048\u3001\u3044\u307e\u3060\u306b\u3059\u3079\u3066\u3092\u6a5f\u68b0\u7ffb\u8a33\u3060\u3051\u3067\u6e08\u307e\u305b\u3089\u308c\u306a\u3044\u3053\u3068\u3082\u591a\u3005\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u767b\u5834\u3057\u305f\u306e\u304c\u3001NMT\u306e\u8a33\u6587\u3092\u7de8\u96c6\u3059\u308b\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u3002\u5c02\u9580\u7684\u306a\u30b9\u30ad\u30eb\u3092\u6301\u3064\u4eba\u9593\u306e\u7ffb\u8a33\u8005\u304c\u6a5f\u68b0\u7ffb\u8a33\u306e\u4f5c\u6210\u3057\u305f\u8a33\u6587\u3092\u898b\u76f4\u3057\u3001\u7279\u5b9a\u306e\u6587\u5316\u3001\u5730\u57df\u3001\u8a00\u8a9e\u3001\u307e\u305f\u306f\u5c02\u9580\u5206\u91ce\u306b\u9069\u3057\u305f\u8868\u73fe\u306b\u4fee\u6b63\u30fb\u7de8\u96c6\u3057\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u8a00\u8a9e\u3068\u3057\u3066\u6700\u9069\u306a\u8a33\u6587\u306b\u4ed5\u4e0a\u3052\u307e\u3059\u3002\u6a5f\u68b0\u7ffb\u8a33\u306e\u6027\u80fd\u304c\u5411\u4e0a\u3057\u3001\u305d\u306e\u5229\u7528\u304c\u5e83\u304c\u308b\u306b\u3064\u308c\u3001\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u306e\u9700\u8981\u3082\u4f38\u3073\u3064\u3064\u3042\u308b\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c8\u306b\u306f2\u3064\u306e\u30ec\u30d9\u30eb\u304c\u3042\u308a\u3001\u6700\u7d42\u7684\u306b\u6c42\u3081\u308b\u8a33\u6587\u306e\u30ec\u30d9\u30eb\uff08\u76ee\u7684\uff09\u306b\u5fdc\u3058\u305f\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u52b9\u7387\u5316\u3092\u56f3\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u25cf\u30e9\u30a4\u30c8\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8<br>\u4e3b\u306b\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u8a00\u8a9e\u3067\u3082\u6587\u7ae0\u306e\u610f\u5473\u304c\u901a\u3058\u308b\u30ec\u30d9\u30eb\u306b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u4fee\u6b63\u3002<br>\u25cf\u30d5\u30eb\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8<br>\u6587\u4f53\u3084\u30b9\u30bf\u30a4\u30eb\u307e\u3067\u3082\u542b\u3081\u305f\u9ad8\u54c1\u8cea\u306a\u30ec\u30d9\u30eb\u3078\u306e\u4fee\u6b63\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u30bf\u30fc\u30b2\u30c3\u30c8\u8a00\u8a9e\u3067\u3082\u6b63\u78ba\u3067\u7406\u89e3\u3057\u3084\u3059\u304f\u3001\u9069\u5207\u306a\u8868\u73fe\u306b\u306a\u308b\u3088\u3046\u306b\u3059\u308b\u3002\u54c1\u8cea\u30ec\u30d9\u30eb\u3068\u3057\u3066\u306f\u3001\u7ffb\u8a33\u8005\u306b\u3088\u308b\u7ffb\u8a33\u4f5c\u696d\u3068\u540c\u7b49\u3068\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<h2 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href=\"https:\/\/slator.com\/features\/reader-polls-in-house-translators-asia-post-editing-2019-outlook\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Google\u306a\u3069\u306e\u5927\u4f01\u696d\u306f\u3001\u65e9\u304f\u304b\u3089NMT\u3092\u53d6\u308a\u5165\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u30bd\u30fc\u30b9\u8a00\u8a9e\u3068\u30bf\u30fc\u30b2\u30c3\u30c8\u8a00\u8a9e\u306e\u4e21\u8a00\u8a9e\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u305d\u308c\u3089\u3092\u4f7f\u3063\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u52b9\u679c\u3092\u751f\u304b\u305b\u3070\u3001NMT\u304c\u3044\u304b\u306b\u9ad8\u54c1\u8cea\u306a\u7ffb\u8a33\u3092\u4f5c\u6210\u3067\u304d\u308b\u304b\u3092\u898b\u3066\u304d\u305f\u304b\u3089\u3067\u3059\u3002\u5b9f\u969b\u3001\u73fe\u5728\u306eNMT\u306f\u30d3\u30b8\u30cd\u30b9\u3067\u3082\u300c\u4f7f\u3048\u308b\u300d\u3068\u611f\u3058\u308b\u4eba\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001\u3084\u306f\u308a\u307e\u3060\u4eba\u306e\u624b\u306e\u4ecb\u5165\u304c\u6c42\u3081\u3089\u308c\u3066\u3082\u304a\u308a\u3001\u8a00\u8a9e\u30b5\u30fc\u30d3\u30b9\u696d\u754c\u306e\u60c5\u5831\u30b5\u30a4\u30c8\u300cSlator\u300d\u304c\u307e\u3068\u3081\u305f\u8abf\u67fb\u7d50\u679c\u306b\u306f\u3001\u8a00\u8a9e\u5b66\u8005\u304c\u884c\u3063\u305f\u8abf\u67fb\u3067\u3082\u3001\u4eba\u9593\u306b\u3088\u308b\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u3092\u8981\u6c42\u3057\u3066\u3044\u308b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u6570\u304c\u5927\u5e45\u306b\u5897\u52a0\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002 (opens in a new tab)\">Slator\u300d\u304c\u307e\u3068\u3081\u305f\u8abf\u67fb\u7d50\u679c<\/a>\u306b\u306f\u3001\u8a00\u8a9e\u5b66\u8005\u304c\u884c\u3063\u305f\u8abf\u67fb\u3067\u3082\u3001\u4eba\u9593\u306b\u3088\u308b\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u3092\u8981\u6c42\u3057\u3066\u3044\u308b\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u6570\u304c\u5927\u5e45\u306b\u5897\u52a0\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u6700\u9ad8\u306e\u8a33\u6587\u3092\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u304b\u3064\u3001\u9ad8\u3044\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3067\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u306f\u3001NMT\u3068\u4eba\u9593\u3001\u304a\u4e92\u3044\u306e\u5f37\u307f\u3092\u751f\u304b\u3057\u305f<a href=\"https:\/\/www.crimsonjapan.co.jp\/translation\/machine-translation.html\">\u6a5f\u68b0\u7ffb\u8a33\uff0b\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8<\/a>\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u9700\u8981\u304c\u307e\u3059\u307e\u3059\u5897\u3048\u3066\u3044\u304f\u3053\u3068\u304c\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/www.crimsonjapan.co.jp\">\u30af\u30ea\u30e0\u30be\u30f3\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6<\/a>\u306b\u3088\u308b\u6a5f\u68b0\u7ffb\u8a33\uff0b\u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u5e74\u6025\u901f\u306b\u958b\u767a\u304c\u9032\u3080\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\uff08NMT\uff09\u306f\u3001\u3059\u3067\u306b\u7ffb\u8a33\u304a\u3088\u3073\u30ed\u30fc\u30ab\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u696d\u754c\u306b\u5909\u9769\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4eca\u5f8c\u6570\u5e74\u9593\u306f\u3053\u306e\u52d5\u304d\u304c\u52a0\u901f\u3059\u308b\u3068\u898b\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u304a\u3088\u3073\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u81a8\u5927\u306a\u7ffb\u8a33\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u53d6\u308a\u8fbc\u3080\u3053\u3068\u306b\u3088\u308a\u3001NMT\u306e\u7ffb\u8a33\u7cbe\u5ea6\u306f\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002\u6700\u8fd1\u3067\u306f\u3001NMT\u306e\u8a33\u6587\u3092\u4eba\u9593\u304c\u7de8\u96c6\uff08 \u30dd\u30b9\u30c8\u30a8\u30c7\u30a3\u30c3\u30c8 \uff09\u3059\u308b\u3053\u3068\u3067\u3001\u6700\u7d42\u7684\u306a\u8a33\u6587\u306e\u54c1\u8cea\u3092\u3055\u3089\u306b\u5411\u4e0a\u3055\u305b\u308b\u624b\u6cd5\u306e\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002 \u6a5f\u68b0\u7ffb\u8a33\u306e\u7a2e\u985e \u6a5f\u68b0\u7ffb\u8a33\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u6bb5\u968e\u3092\u7d4c\u3066NMT\u306b\u5230\u9054\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u304c\u4e3b\u306a\u6a5f\u68b0\u7ffb\u8a33\u306e\u7a2e\u985e\u3067\u3059\u3002 \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u6a5f\u68b0\u7ffb\u8a33\uff08RBMT\uff1aRule Based Machine Translation\uff09 &nbsp;\u767b\u9332\u3055\u308c\u305f\u6587\u6cd5\u30eb\u30fc\u30eb\u3068\u8f9e\u66f8\u60c5\u5831\u306b\u57fa\u3065\u304d\u3001\u30bd\u30fc\u30b9\u8a00\u8a9e\u306e\u69cb\u6587\u3092\u89e3\u91c8\u3057\u3066\u30bf\u30fc\u30b2\u30c3\u30c8\u8a00\u8a9e\u306b\u7ffb\u8a33\u3059\u308b\u65b9\u6cd5\u3002 \u7d71\u8a08\u7684\u6a5f\u68b0\u7ffb\u8a33\uff08SMT\uff1aStatistical Base Machine Translation\uff09 &nbsp;\u30b3\u30fc\u30d1\u30b9\u3068\u547c\u3070\u308c\u308b\u5927\u91cf\u306e\u5bfe\u8a33\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304d\u3001\u7d71\u8a08\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u7ffb\u8a33\u3059\u308b\u65b9\u6cd5\u3002 \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u6a5f\u68b0\u7ffb\u8a33\uff08HMT\uff1aHybrid Machine Translation\uff09 &nbsp;RBMT\u3068SMT\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u8a33\u6587\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3002 \u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\uff08NMT\uff1aNeural Machine Translation\uff09 &nbsp;\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08\u6df1\u5c64\u5b66\u7fd2\uff09\u3092\u6d3b\u7528\u3057\u305f\u65b9\u6cd5\u3002\u4eba\u306e\u8133\u795e\u7d4c\u7d30\u80de\u306e\u6d3b\u52d5\u3092\u5358\u7d14\u5316\u3057\u305f\u30e2\u30c7\u30eb\u3092\u63a1\u7528\u3057\u3001\u53ce\u96c6\u3057\u305f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u30fb\u5206\u6790\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6587\u8108\u7684\u306b\u6b63\u78ba\u306a\u7ffb\u8a33\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002\u30bd\u30fc\u30b9\u8a00\u8a9e\u3068\u30bf\u30fc\u30b2\u30c3\u30c8\u8a00\u8a9e\u306e\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u4eba\u306e\u7ffb\u8a33\u8005\u304c\u4f5c\u6210\u3059\u308b\u8a33\u6587\u306b\u8fd1\u3044\u7ffb\u8a33\u304c\u5b9f\u73fe\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u3002 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