{"id":4387,"date":"2024-01-26T10:18:54","date_gmt":"2024-01-26T01:18:54","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=4387"},"modified":"2024-01-26T10:27:55","modified_gmt":"2024-01-26T01:27:55","slug":"nlp_business","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/nlp_business\/","title":{"rendered":"\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4f8b"},"content":{"rendered":"\n<p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4f8b\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\uff01<\/p>\n\n\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u306f\u3001\u4eba\u9593\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u7528\u3059\u308b\u81ea\u7136\u8a00\u8a9e\uff08\u65e5\u672c\u8a9e\u3001\u82f1\u8a9e\u306a\u3069\uff09\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u7406\u89e3\u3057\u3001\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u306e\u3053\u3068\u3092\u8a00\u3044\u307e\u3059\u3002Natural Language Processing\u3068\u3044\u3046\u540d\u79f0\u304b\u3089\u3001NLP\u3068\u8868\u8a18\u3055\u308c\u308b\u3053\u3068\u3082\u3088\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\r\n<p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u5229\u7528\u3057\u305f\u4ee3\u8868\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u306b\u306f\u3001<\/p>\r\n<ul>\r\n\t<li><strong>\u6a5f\u68b0\u7ffb\u8a33\u30b5\u30fc\u30d3\u30b9<\/strong>: Google\u7ffb\u8a33\u3001DeepL\u306a\u3069<\/li>\r\n\t<li><strong>\u97f3\u58f0\u8a8d\u8b58\u30b5\u30fc\u30d3\u30b9<\/strong>: Siri\uff08Apple\uff09\u3001Alexa(Amazon)\u306a\u3069<\/li>\r\n\t<li><strong>\u30c6\u30ad\u30b9\u30c8\u5206\u985e<\/strong>\uff1aGmail\u3067\u3001\u53d7\u4fe1\u30e1\u30fc\u30eb\u3092\u300c\u30e1\u30a4\u30f3\u300d\u300c\u30bd\u30fc\u30b7\u30e3\u30eb\u300d\u300c\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u300d\u306b\u5206\u985e<\/li>\r\n<\/ul>\r\n<p>\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u7686\u69d8\u3082\u826f\u304f\u77e5\u3063\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u6d3b\u7528\u4e8b\u4f8b\u3068\u3001\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: 22d0f59e-4bc4-4884-badc-69e809d14a60 --><\/p>\n\n<h2>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3067\u306e\u6d3b\u7528\u4f8b<\/h2>\n<ul>\r\n\t<li>\r\n<p><strong>\u611f\u60c5\u5206\u6790\uff1a<\/strong>\u611f\u60c5\u5206\u6790\u3068\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3084\u97f3\u58f0\u306a\u3069\u304b\u3089\u611f\u60c5\u3084\u610f\u898b\u3092\u62bd\u51fa\u3057\u3001\u305d\u306e\u5185\u5bb9\u304c\u300c\u80af\u5b9a\u7684\u300d\u3001\u300c\u5426\u5b9a\u7684\u300d\u3001\u307e\u305f\u306f\u300c\u4e2d\u7acb\u300d\u3067\u3042\u308b\u304b\u3092\u5224\u5b9a\u3059\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u6280\u8853\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u30b5\u30a4\u30c8\u306e\u30ec\u30d3\u30e5\u30fc\u3088\u308a\u3001\u5546\u54c1\u306b\u5bfe\u3059\u308b\u9867\u5ba2\u306e\u611f\u60c5\u3092\u5206\u6790\u3057\u3001\u80af\u5b9a\u7684\u306a\u610f\u898b\u3084\u3001\u554f\u984c\u70b9\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u5546\u54c1\u306e\u30ec\u30d3\u30e5\u30fc\u3060\u3051\u3067\u306a\u304f\u3001SNS\u4e0a\u3067\u306e\u6295\u7a3f\u3084\u30b3\u30e1\u30f3\u30c8\u304b\u3089\u30e6\u30fc\u30b6\u30fc\u306e\u611f\u60c5\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\r\n<\/li>\r\n\t<li>\r\n<p><strong>\u30ad\u30fc\u30ef\u30fc\u30c9\u62bd\u51fa\u3068SEO<\/strong>: \u30b3\u30f3\u30c6\u30f3\u30c4\u304b\u3089\u3001\u983b\u51fa\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3084\u5171\u8d77\u8a9e\uff08\u300c\u30b5\u30c3\u30ab\u30fc\u300d\u3068\u300c\u30ad\u30fc\u30d1\u30fc\u300d\u306e\u3088\u3046\u306b\u3001\u3042\u308b\u7279\u5b9a\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u51fa\u73fe\u3057\u305f\u6642\u306b\u3088\u304f\u4e00\u7dd2\u306b\u5229\u7528\u3055\u308c\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u3053\u3068\u3002\uff09\u3092\u62bd\u51fa\u3057\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\uff08SEO\uff09\u306e\u305f\u3081\u306e\u9069\u5207\u306a\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u63a2\u7d22\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: b6392ce0-5398-493d-94ef-c14d6ae03501 --><\/p>\n\n<h2>\u793e\u5185\u696d\u52d9\u3067\u306e\u6d3b\u7528\u4f8b<\/h2>\n<ul>\r\n\t<li>\r\n<p><strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/strong>\uff1a\u30c6\u30ad\u30b9\u30c8\u307e\u305f\u306f\u97f3\u58f0\u30d9\u30fc\u30b9\u3067\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u8cea\u554f\u306b\u7b54\u3048\u305f\u308a\u3001\u6307\u793a\u306b\u5f93\u3063\u305f\u308a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5f93\u6765\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306e\u4eba\u624b\u304c\u8db3\u308a\u305a\u3001\u96fb\u8a71\u304c\u3064\u306a\u304c\u308a\u306b\u304f\u3044\u3068\u3044\u3063\u305f\u554f\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u4f01\u696d\u5074\u306f\u4eba\u54e1\u3092\u5927\u304d\u304f\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u304a\u5ba2\u3055\u3093\u5074\u3082\u9577\u6642\u9593\u5f85\u305f\u3055\u308c\u308b\u3068\u3044\u3046\u3053\u3068\u304c\u5c11\u306a\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\r\n<\/li>\r\n\t<li>\r\n<p><strong>OCR\uff08Optical Character Recognition\u3001\u5149\u5b66\u6587\u5b57\u8a8d\u8b58\uff09<\/strong>\uff1aOCR\u306f\u3001\u5370\u5237\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3084\u3001\u624b\u66f8\u304d\u306e\u6587\u5b57\u3092\u691c\u51fa\u3057\u3066\u3001\u30c7\u30b8\u30bf\u30eb\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u5909\u63db\u3059\u308b\u6280\u8853\u3067\u3059\u3002OCR\u306b\u3088\u308a\u3001\u7d19\u306e\u6587\u66f8\u3084\u66f8\u7c4d\u3092\u30c7\u30b8\u30bf\u30eb\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u5909\u63db\u3057\u3001\u96fb\u5b50\u7684\u306b\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u6587\u66f8\u5185\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u8a8d\u8b58\u3057\u3001\u691c\u7d22\u53ef\u80fd\u306a\u72b6\u614b\u306b\u3067\u304d\u308b\u3053\u3068\u3082\u5229\u70b9\u3067\u3059\u3002<\/p>\r\n<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 6ea601bb-1435-433a-8b9d-52e9c4ca42ea --><\/p>\n\n<h2>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u4ed5\u7d44\u307f<\/h2>\n<p>\u300c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u304c\u4fbf\u5229\u306a\u306e\u306f\u308f\u304b\u3063\u305f\u3002\u3067\u3082\u3001\u306a\u305c\u6a5f\u68b0\u3067\u4eba\u9593\u306e\u8a00\u8449\u3092\u51e6\u7406\u3067\u304d\u308b\u306e\u3060\u308d\u3046\uff1f\u300d\u3068\u7591\u554f\u3092\u6301\u3063\u305f\u65b9\u3082\u3044\u3089\u3063\u3057\u3083\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u6d41\u308c\u3067\u51e6\u7406\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<ol>\r\n\t<li>\r\n<p><strong>\u5f62\u614b\u7d20\u89e3\u6790\uff1a<\/strong>\u6587\u7ae0\u3092\u5358\u8a9e\u306b\u5206\u5272\u3059\u308b\u4f5c\u696d\u3002\u65e5\u672c\u8a9e\u3067\u306f\u54c1\u8a5e\u3054\u3068\u306b\u5206\u5272\u3055\u308c\u3001\u305d\u308c\u305e\u308c\u306e\u5358\u8a9e\u306e\u54c1\u8a5e\u3084\u57fa\u672c\u5f62\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/p>\r\n<\/li>\r\n\t<li>\r\n<p><strong>\u69cb\u6587\u89e3\u6790\uff1a<\/strong>\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u4fc2\u6027\u3092\u89e3\u6790\u3057\u3001\u6587\u306e\u69cb\u9020\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002\u4e3b\u8a9e\u30fb\u8ff0\u8a9e\u95a2\u4fc2\u3084\u4fc2\u308a\u53d7\u3051\u95a2\u4fc2\u306a\u3069\u3092\u5206\u6790\u3057\u307e\u3059\u3002<\/p>\r\n<\/li>\r\n\t<li>\r\n<p><strong>\u610f\u5473\u89e3\u6790\uff1a<\/strong>\u69cb\u6587\u89e3\u6790\u3092\u3057\u305f\u6587\u306e\u610f\u5473\u3092\u6b63\u3057\u304f\u89e3\u91c8\u3059\u308b\u4f5c\u696d\u3002\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u306e\u610f\u5473\u3092\u63a8\u5b9a\u3057\u3001\u6587\u5168\u4f53\u306e\u610f\u5473\u3092\u7406\u89e3\u3057\u307e\u3059\u3002<\/p>\r\n<\/li>\r\n\t<li>\r\n<p><strong>\u6587\u8108\u89e3\u6790\uff1a<\/strong>\u6587\u540c\u58eb\u306e\u95a2\u4fc2\u6027\u3092\u89e3\u6790\u3059\u308b\u4f5c\u696d\u3002\u524d\u5f8c\u306e\u6587\u306e\u95a2\u4fc2\u3084\u6587\u7ae0\u306e\u5185\u5bb9\u3092\u6b63\u3057\u304f\u89e3\u91c8\u3057\u307e\u3059\u3002<\/p>\r\n<\/li>\r\n<\/ol>\r\n<p>\u305d\u308c\u305e\u308c\u5c0f\u96e3\u3057\u3044\u540d\u524d\u304c\u3064\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u7c21\u5358\u306b\u8a00\u3046\u3068\u3001\u300c\u6a5f\u68b0\u3067\u306f\u4eba\u9593\u306e\u3088\u3046\u306b\u6587\u7ae0\u3092\u7406\u89e3\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u306f\u3058\u3081\u306b\u6587\u7ae0\u3092\u54c1\u8a5e\u3054\u3068\u306b\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u305d\u306e\u54c1\u8a5e\u540c\u58eb\u306e\u95a2\u4fc2\u3092\u69cb\u9020\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u51e6\u7406\u3092\u884c\u3063\u3066\u3044\u308b\u300d\u306e\u3067\u3059\u306d\u3002<\/p>\r\n<p>\u305d\u308c\u305e\u308c\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3001\u65e2\u306b\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308a\u307e\u3059\u3002\uff08\u5f62\u614b\u7d20\u89e3\u6790\u3067\u306fMeCab\u306a\u3069\uff09\u5b9f\u969b\u306b\u5206\u6790\u3059\u308b\u3068\u304d\u306f\u3001\u305d\u308c\u3089\u3092\u6d3b\u7528\u3059\u308b\u3068\u4fbf\u5229\u3067\u3059\u3002\u307e\u305f\u3001Google\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305fBERT\uff08Bidirectional Encoder Representations from Transformers\uff09\u306f\u3001\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u3092\u5305\u62ec\u7684\u306b\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u4e8b\u524d\u5b66\u7fd2\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\r\n<p><!-- notionvc: d6c218a6-2afe-4de1-9097-1f9debe6d025 --><\/p>\n\n<h2>\u7d42\u308f\u308a\u306b<\/h2>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4f8b\u3068\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u53d6\u308a\u4e0a\u3052\u307e\u3057\u305f\u3002\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306f\u3001\u97f3\u58f0\u8a8d\u8b58AI\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306a\u3069\u3001\u79c1\u305f\u3061\u306e\u8eab\u8fd1\u306a\u3068\u3053\u308d\u3067\u3082\u4f7f\u308f\u308c\u3066\u3044\u308b\u6280\u8853\u3067\u3059\u3002ChatGPT\u306e\u53f0\u982d\u306b\u6319\u3052\u3089\u308c\u308b\u3088\u3046\u306b\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5206\u91ce\u306b\u304a\u3051\u308b\u4eca\u5f8c\u306e\u6280\u8853\u9769\u65b0\u306f\u3001\u60f3\u50cf\u3082\u3064\u304b\u306a\u3044\u901f\u3055\u3067\u9032\u3080\u3053\u3068\u3067\u3057\u3087\u3046\uff01\u3053\u306e\u8a18\u4e8b\u3067\u53d6\u308a\u4e0a\u3052\u305f\u30b5\u30fc\u30d3\u30b9\u306e\u4f8b\u304c\u3001\u6642\u4ee3\u9045\u308c\u306e\u3082\u306e\u3068\u306a\u3063\u3066\u3057\u307e\u3046\u65e5\u3082\u9060\u304f\u306a\u3044\u306e\u304b\u3082\u3057\u308c\u306a\u3044\u3067\u3059\u306d<span 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