\u691c\u7d22\u610f\u56f3\u7406\u89e3\u3068\u306f\u4f55\u3092\u6307\u3057\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f
\n\u691c\u7d22\u610f\u56f3\u7406\u89e3\u3068\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306b\u5165\u529b\u3057\u305f\u30af\u30a8\u30ea\uff08\u691c\u7d22\u8a9e\u53e5\uff09\u3092\u901a\u3058\u3066\u3001\u305d\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u672c\u5f53\u306b\u4f55\u3092\u6c42\u3081\u3066\u3044\u308b\u306e\u304b\u3092\u7406\u89e3\u3057\u3088\u3046\u3068\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u306f\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u304c\u691c\u7d22\u7d50\u679c\u3092\u3088\u308a\u9069\u5207\u306b\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u975e\u5e38\u306b\u91cd\u8981\u306a\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002<\/p>\n
\u4ee5\u4e0b\u306b\u305d\u306e\u8a73\u7d30\u3068\u6839\u62e0\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n
1. \u691c\u7d22\u610f\u56f3\u306e\u7a2e\u985e<\/p>\n
\u691c\u7d22\u610f\u56f3\u306f\u4e00\u822c\u306b\u4ee5\u4e0b\u306e3\u3064\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3000<\/p>\n
\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30ca\u30eb\uff08Navigational\uff09 \u30e6\u30fc\u30b6\u30fc\u304c\u7279\u5b9a\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3092\u8a2a\u308c\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u5834\u5408\u3067\u3059\u3002<\/p>\n
\u305f\u3068\u3048\u3070\u3001\u300cFacebook\u300d\u3084\u300cAmazon\u300d\u3068\u3044\u3063\u305f\u30af\u30a8\u30ea\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u305d\u308c\u3089\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u898b\u3064\u3051\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n
\u30a4\u30f3\u30d5\u30a9\u30e1\u30fc\u30b7\u30e7\u30ca\u30eb\uff08Informational\uff09 \u30e6\u30fc\u30b6\u30fc\u304c\u7279\u5b9a\u306e\u60c5\u5831\u3092\u63a2\u3057\u3066\u3044\u308b\u5834\u5408\u3067\u3059\u3002<\/p>\n
\u300c\u5929\u6c17\u300d\u300c\u30cb\u30e5\u30fc\u30b9\u300d\u300cPython\u306e\u4f7f\u3044\u65b9\u300d\u3068\u3044\u3063\u305f\u30af\u30a8\u30ea\u306f\u3001\u3053\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\u3002<\/p>\n
\u3053\u306e\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u7279\u5b9a\u306e\u7b54\u3048\u3084\u77e5\u8b58\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30ca\u30eb\uff08Transactional\uff09 \u30e6\u30fc\u30b6\u30fc\u304c\u4f55\u304b\u3092\u8cfc\u5165\u3057\u305f\u308a\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u308a\u3001\u4f55\u3089\u304b\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u8d77\u3053\u3059\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u5834\u5408\u3067\u3059\u3002<\/p>\n
\u300c\u30b7\u30e5\u30fc\u30ba \u8cfc\u5165\u300d\u3084\u300cNetflix \u30b5\u30a4\u30f3\u30a2\u30c3\u30d7\u300d\u3068\u3044\u3063\u305f\u30af\u30a8\u30ea\u304c\u3053\u308c\u306b\u5f53\u305f\u308a\u307e\u3059\u3002<\/p>\n
2. \u691c\u7d22\u610f\u56f3\u7406\u89e3\u306e\u91cd\u8981\u6027<\/p>\n
\u691c\u7d22\u610f\u56f3\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u5411\u4e0a\u306b\u76f4\u7d50\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u9069\u5207\u306a\u691c\u7d22\u7d50\u679c\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6c42\u3081\u3066\u3044\u305f\u60c5\u5831\u3084\u5546\u54c1\u306b\u8fc5\u901f\u306b\u305f\u3069\u308a\u7740\u304f\u3053\u3068\u304c\u3067\u304d\u3001\u305d\u306e\u7d50\u679c\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6e80\u8db3\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u3082\u3001\u6b63\u78ba\u306a\u691c\u7d22\u610f\u56f3\u306e\u7406\u89e3\u306f\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u306e\u5411\u4e0a\u3084\u30e6\u30fc\u30b6\u30fc\u7dad\u6301\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n
3. \u6280\u8853\u7684\u30a2\u30d7\u30ed\u30fc\u30c1<\/p>\n
\u691c\u7d22\u610f\u56f3\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6280\u8853\u3092\u99c6\u4f7f\u3057\u3066\u3044\u307e\u3059\u3000<\/p>\n
\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09 \u30e6\u30fc\u30b6\u30fc\u304c\u3069\u306e\u3088\u3046\u306b\u30af\u30a8\u30ea\u3092\u5165\u529b\u3059\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u4e0a\u3067\u3001NLP\u306f\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n
\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306f\u3001\u8a00\u8a9e\u306e\u5fae\u5999\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u3084\u6587\u8108\u3092\u7406\u89e3\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u89e3\u8aad\u3057\u307e\u3059\u3002<\/p>\n
\u6a5f\u68b0\u5b66\u7fd2 \u30e6\u30fc\u30b6\u30fc\u306e\u904e\u53bb\u306e\u691c\u7d22\u5c65\u6b74\u3084\u884c\u52d5\u3092\u5206\u6790\u3057\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u691c\u7d22\u306e\u610f\u56f3\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u306b\u3088\u308a\u3001\u500b\u3005\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u691c\u7d22\u7d50\u679c\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u77e5\u8b58\u30b0\u30e9\u30d5 \u60c5\u5831\u540c\u58eb\u306e\u95a2\u4fc2\u3092\u7406\u89e3\u3057\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u4f8b\u3048\u3070\u3001\u3042\u308b\u4eba\u7269\u306b\u3064\u3044\u3066\u306e\u691c\u7d22\u304c\u884c\u308f\u308c\u305f\u3068\u304d\u3001\u305d\u306e\u4eba\u7269\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u5e45\u5e83\u304f\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n
4. \u73fe\u5b9f\u7684\u306a\u5fdc\u7528\u4f8b<\/p>\n
Google\u306f\u691c\u7d22\u610f\u56f3\u7406\u89e3\u306e\u5206\u91ce\u3067\u6700\u3082\u9032\u3093\u3067\u3044\u308b\u4f8b\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n
\u540c\u793e\u306fBERT\uff08Bidirectional Encoder Representations from Transformers\uff09\u3068\u3044\u3046\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u3001\u6587\u8108\u304b\u3089\u30af\u30a8\u30ea\u306e\u610f\u56f3\u3092\u3088\u308a\u9ad8\u5ea6\u306b\u7406\u89e3\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
BERT\u306e\u5b9f\u88c5\u306b\u3088\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u306e\u5fae\u5999\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u3088\u308a\u826f\u304f\u628a\u63e1\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u7d50\u679c\u3068\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u306e\u671f\u5f85\u306b\u5fdc\u3048\u308b\u691c\u7d22\u7d50\u679c\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u6839\u62e0<\/p>\n
\u691c\u7d22\u610f\u56f3\u7406\u89e3\u306e\u6709\u52b9\u6027\u3068\u305d\u306e\u9032\u5316\u306f\u3001\u591a\u304f\u306e\u7814\u7a76\u3084\u4e8b\u4f8b\u304b\u3089\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u4f8b\u3048\u3070\u3001Google\u306eBERT\u306e\u5c0e\u5165\u306b\u95a2\u3059\u308b\u7814\u7a76\u3084\u3001\u305d\u306e\u5f8c\u306e\u30e6\u30fc\u30b6\u30fc\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u306f\u3001\u3053\u306e\u6280\u8853\u306e\u6709\u7528\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001NLP\u304a\u3088\u3073\u6a5f\u68b0\u5b66\u7fd2\u306e\u9032\u5c55\u306b\u3088\u308a\u3001\u3088\u308a\u7cbe\u7dfb\u306a\u691c\u7d22\u610f\u56f3\u7406\u89e3\u304c\u73fe\u5b9f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u4ee5\u4e0a\u304c\u691c\u7d22\u610f\u56f3\u7406\u89e3\u306e\u6982\u8981\u3067\u3059\u3002<\/p>\n
\u3053\u306e\u5206\u91ce\u306f\u4eca\u5f8c\u3055\u3089\u306b\u9032\u5316\u304c\u671f\u5f85\u3055\u308c\u3066\u304a\u308a\u3001\u307e\u3059\u307e\u3059\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u5f79\u7acb\u3064\u5f62\u3078\u3068\u767a\u5c55\u3057\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002<\/p>\n
\u306a\u305c\u691c\u7d22\u610f\u56f3\u7406\u89e3\u304c\u91cd\u8981\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f
\n\u691c\u7d22\u610f\u56f3\u7406\u89e3\u304c\u91cd\u8981\u306a\u7406\u7531\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u5411\u4e0a\u3001\u691c\u7d22\u7cbe\u5ea6\u306e\u6539\u5584\u3001\u305d\u3057\u3066\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3084\u95a2\u9023\u30b5\u30fc\u30d3\u30b9\u306e\u53ce\u76ca\u6027\u306e\u5411\u4e0a\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3089\u306e\u7406\u7531\u306f\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u5f79\u5272\u304c\u5358\u306a\u308b\u60c5\u5831\u306e\u7d22\u5f15\u3092\u63d0\u4f9b\u3059\u308b\u3082\u306e\u304b\u3089\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6c42\u3081\u308b\u60c5\u5831\u3092\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u306b\u63d0\u4f9b\u3059\u308b\u3082\u306e\u3078\u3068\u9032\u5316\u3057\u305f\u3053\u3068\u3092\u53cd\u6620\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u5411\u4e0a<\/p>\n
\u73fe\u4ee3\u306e\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u691c\u7d22\u610f\u56f3\u7406\u89e3\u304c\u4e0d\u5341\u5206\u3060\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u76ee\u7684\u306e\u60c5\u5831\u306b\u305f\u3069\u308a\u7740\u3051\u305a\u3001\u64cd\u4f5c\u306b\u30d5\u30e9\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u611f\u3058\u307e\u3059\u3002<\/p>\n
\u3053\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6e80\u8db3\u5ea6\u3092\u9ad8\u3081\u3001\u518d\u8a2a\u3092\u4fc3\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u4f8b\u3048\u3070\u3001\u3042\u308b\u4eba\u304c\u300c\u79cb\u306e\u670d\u300d\u3068\u691c\u7d22\u3057\u305f\u5834\u5408\u3001\u3053\u306e\u4eba\u306e\u610f\u56f3\u306f\u79cb\u306b\u7740\u308b\u670d\u3092\u8cfc\u5165\u3057\u305f\u3044\u306e\u304b\u3001\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u30b9\u30bf\u30a4\u30eb\u3092\u77e5\u308a\u305f\u3044\u306e\u304b\u306b\u3088\u3063\u3066\u7d50\u679c\u306e\u8cea\u304c\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n
\u691c\u7d22\u610f\u56f3\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u95a2\u9023\u6027\u306e\u9ad8\u3044\u7d50\u679c\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u691c\u7d22\u7cbe\u5ea6\u306e\u6539\u5584<\/p>\n
\u691c\u7d22\u610f\u56f3\u3092\u6b63\u3057\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306f\u66d6\u6627\u306a\u30af\u30a8\u30ea\u3067\u3082\u9069\u5207\u306a\u7d50\u679c\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u306b\u3088\u308a\u691c\u7d22\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5fc5\u8981\u306a\u60c5\u5831\u306b\u8fc5\u901f\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u4f8b\u3048\u3070\u3001\u300cjaguar\u300d\u3068\u3044\u3046\u691c\u7d22\u8a9e\u306f\u8eca\u306e\u30d6\u30e9\u30f3\u30c9\u3092\u6307\u3059\u306e\u304b\u3001\u52d5\u7269\u3092\u6307\u3059\u306e\u304b\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u30b3\u30f3\u30c6\u30af\u30b9\u30c8\u3092\u89e3\u6790\u3059\u308b\u6280\u8853\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n
\u30d3\u30b8\u30cd\u30b9\u3068\u53ce\u76ca\u6027<\/p>\n
\u691c\u7d22\u610f\u56f3\u3092\u9069\u5207\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u5e83\u544a\u3084\u95a2\u9023\u5546\u54c1\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u306b\u3088\u308a\u3001\u5e83\u544a\u4e3b\u306fROI\u306e\u5411\u4e0a\u3092\u671f\u5f85\u3067\u304d\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u904b\u55b6\u4f1a\u793e\u306e\u53ce\u76ca\u3082\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n
\u7279\u306b\u3001\u5546\u696d\u7684\u306a\u30af\u30a8\u30ea\u306b\u5bfe\u3057\u3066\u9069\u5207\u306a\u5e83\u544a\u3092\u8868\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u30af\u30ea\u30c3\u30af\u7387\u3084\u8ee2\u63db\u7387\u306e\u5411\u4e0a\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u767a\u5c55<\/p>\n
\u691c\u7d22\u610f\u56f3\u7406\u89e3\u306f\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u3001SEO\u306a\u3069\u3068\u306e\u9023\u643a\u306b\u3082\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002<\/p>\n
\u6b63\u78ba\u306a\u610f\u56f3\u7406\u89e3\u306b\u57fa\u3065\u3044\u305f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306f\u3088\u308a\u6210\u529f\u7387\u304c\u9ad8\u304f\u306a\u308a\u3001\u5168\u4f53\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u767a\u5c55\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n
\u307e\u305f\u3001SEO\u306e\u52b9\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u691c\u7d22\u610f\u56f3\u3092\u6b63\u78ba\u306b\u6349\u3048\u3001\u305d\u308c\u306b\u5fdc\u3058\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u4ee5\u4e0a\u306e\u7406\u7531\u304b\u3089\u3001\u691c\u7d22\u610f\u56f3\u7406\u89e3\u306f\u30e6\u30fc\u30b6\u30fc\u3068\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u8005\u306e\u53cc\u65b9\u306b\u3068\u3063\u3066\u3001\u975e\u5e38\u306b\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u8fd1\u5e74\u3001AI\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u691c\u7d22\u610f\u56f3\u7406\u89e3\u306e\u7cbe\u5ea6\u306f\u8457\u3057\u304f\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001\u4eca\u5f8c\u3055\u3089\u306a\u308b\u767a\u5c55\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
\u691c\u7d22\u610f\u56f3\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u826f\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f
\n\u691c\u7d22\u610f\u56f3\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3084\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n
\u691c\u7d22\u610f\u56f3\u3068\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306b\u7279\u5b9a\u306e\u30af\u30a8\u30ea\u3092\u5165\u529b\u3059\u308b\u969b\u306e\u76ee\u7684\u3084\u30cb\u30fc\u30ba\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u306f\u4ee5\u4e0b\u306e\u65b9\u6cd5\u3084\u8003\u3048\u65b9\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n
\u691c\u7d22\u610f\u56f3\u306e\u5206\u985e
\n\u691c\u7d22\u610f\u56f3\u306f\u4e3b\u306b\u4ee5\u4e0b\u306e3\u3064\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u60c5\u5831\u578b (Informational) \u30e6\u30fc\u30b6\u30fc\u304c\u7279\u5b9a\u306e\u60c5\u5831\u3092\u63a2\u3057\u3066\u3044\u308b\u5834\u5408\u3002<\/p>\n
\u4f8b \u300c\u98a8\u90aa\u306e\u75c7\u72b6\u300d
\n\u5546\u53d6\u5f15\u578b (Transactional) \u30e6\u30fc\u30b6\u30fc\u304c\u7279\u5b9a\u306e\u5546\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u3092\u8cfc\u5165\u3057\u305f\u3044\u5834\u5408\u3002<\/p>\n
\u4f8b \u300c\u30ce\u30fc\u30c8\u30d1\u30bd\u30b3\u30f3 \u8cfc\u5165\u300d
\n\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30ca\u30eb\u578b (Navigational) \u30e6\u30fc\u30b6\u30fc\u304c\u7279\u5b9a\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3084\u30da\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u305f\u3044\u5834\u5408\u3002<\/p>\n
\u4f8b \u300cFacebook \u30ed\u30b0\u30a4\u30f3\u300d<\/p>\n
\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u5206\u6790
\n\u30af\u30a8\u30ea\u306b\u542b\u307e\u308c\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u5206\u6790\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u80cc\u5f8c\u306b\u3042\u308b\u610f\u56f3\u3092\u63a8\u6e2c\u3057\u307e\u3059\u3002<\/p>\n
\u5177\u4f53\u7684\u306a\u5546\u54c1\u540d\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u5834\u5408\u306f\u5546\u53d6\u5f15\u578b\u306e\u610f\u56f3\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u3001\u8cea\u554f\u5f62\u5f0f\u306e\u30af\u30a8\u30ea\u306f\u60c5\u5831\u578b\u306e\u610f\u56f3\u304c\u793a\u5506\u3055\u308c\u307e\u3059\u3002<\/p>\n
\u6587\u8108\u306e\u7406\u89e3
\n\u30e6\u30fc\u30b6\u30fc\u306e\u73fe\u5728\u306e\u74b0\u5883\u3084\u72b6\u6cc1\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3082\u610f\u56f3\u3092\u628a\u63e1\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n
\u305f\u3068\u3048\u3070\u3001\u300c\u8fd1\u304f\u306e\u30ab\u30d5\u30a7\u300d\u3068\u691c\u7d22\u3059\u308b\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u4f4d\u7f6e\u60c5\u5831\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n
\u6587\u8108\u60c5\u5831\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u7684\u78ba\u306a\u691c\u7d22\u7d50\u679c\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u884c\u52d5\u5c65\u6b74\u306e\u5206\u6790
\n\u30e6\u30fc\u30b6\u30fc\u306e\u904e\u53bb\u306e\u691c\u7d22\u5c65\u6b74\u3084\u30af\u30ea\u30c3\u30af\u5c65\u6b74\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u5f7c\u3089\u306e\u8208\u5473\u3084\u95a2\u5fc3\u3092\u628a\u63e1\u3057\u3001\u4eca\u5f8c\u306e\u691c\u7d22\u610f\u56f3\u3092\u4e88\u6e2c\u3059\u308b\u624b\u52a9\u3051\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n
\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 (NLP)
\nNLP\u6280\u8853\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30af\u30a8\u30ea\u306e\u5fae\u7d30\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u3084\u610f\u5473\u5408\u3044\u3092\u89e3\u6790\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u306f\u7279\u306b\u66d6\u6627\u306a\u610f\u56f3\u3092\u6301\u3064\u30af\u30a8\u30ea\u306b\u304a\u3044\u3066\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n
\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u5229\u7528
\n\u691c\u7d22\u7d50\u679c\u3092\u3069\u306e\u3088\u3046\u306b\u5229\u7528\u3057\u305f\u304b\u3001\u3042\u308b\u3044\u306f\u6e80\u8db3\u3057\u305f\u304b\u3092\u8abf\u67fb\u30fb\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5f97\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u610f\u56f3\u306e\u7406\u89e3\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u30e6\u30fc\u30b6\u30fc\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5143\u306b\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u691c\u7d22\u6226\u7565\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u671b\u307e\u3057\u3044\u3067\u3059\u3002<\/p>\n
\u7af6\u5408\u5206\u6790
\n\u540c\u3058\u30af\u30a8\u30ea\u3067\u7af6\u5408\u304c\u3069\u306e\u3088\u3046\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u304b\u3092\u5206\u6790\u3057\u3001\u305d\u3053\u3067\u306e\u9700\u8981\u3068\u4f9b\u7d66\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u898b\u3064\u3051\u51fa\u3059\u3053\u3068\u3067\u3001\u3088\u308a\u826f\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u63d0\u4f9b\u3059\u308b\u30d2\u30f3\u30c8\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n
\u30e6\u30fc\u30b6\u30fc\u30c6\u30b9\u30c8
\n\u5b9f\u969b\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u5bfe\u8c61\u306b\u3057\u305f\u30c6\u30b9\u30c8\u3092\u901a\u3058\u3066\u3001\u5f7c\u3089\u306e\u30cb\u30fc\u30ba\u3084\u691c\u7d22\u306e\u4ed5\u65b9\u3001\u3069\u306e\u3088\u3046\u306a\u7d50\u679c\u3092\u671f\u5f85\u3057\u3066\u3044\u308b\u304b\u3092\u3055\u3089\u306b\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u6839\u62e0\u304a\u3088\u3073\u52b9\u679c
\n\u3053\u308c\u3089\u306e\u65b9\u6cd5\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3084\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u904b\u55b6\u8005\u306f\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\u691c\u7d22\u610f\u56f3\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u3088\u308a\u95a2\u9023\u6027\u306e\u9ad8\u3044\u691c\u7d22\u7d50\u679c\u3092\u63d0\u4f9b\u3067\u304d\u3001\u30e6\u30fc\u30b6\u30fc\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u306e\u6539\u5584\u3001\u30b5\u30a4\u30c8\u306e\u4fe1\u983c\u6027\u5411\u4e0a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n
Google\u306a\u3069\u306e\u5927\u624b\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u304c\u3053\u308c\u307b\u3069\u307e\u3067\u306b\u6210\u529f\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u691c\u7d22\u610f\u56f3\u3092\u5fb9\u5e95\u7684\u306b\u89e3\u6790\u3057\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u65e5\u3005\u6539\u826f\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n
\u6700\u7d42\u7684\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u30e6\u30fc\u30b6\u30fc\u8996\u70b9\u3067\u306e\u6d1e\u5bdf\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u691c\u7d22\u610f\u56f3\u7406\u89e3\u304c\u5b9f\u73fe\u3055\u308c\u308b\u306e\u3067\u3059\u3002<\/p>\n
\u3010\u8981\u7d04\u3011
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