{"id":128508,"date":"2024-03-25T06:43:02","date_gmt":"2024-03-24T21:43:02","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/%e8%87%aa%e7%84%b6%e8%a8%80%e8%aa%9e%e5%87%a6%e7%90%86%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%82%ad%e3%83%bc%e3%83%af%e3%83%bc%e3%83%89%e6%8a%bd%e5%87%ba%e3%81%ae%e6%89%8b%e6%b3%95\/"},"modified":"2024-04-04T10:06:11","modified_gmt":"2024-04-04T01:06:11","slug":"%e8%87%aa%e7%84%b6%e8%a8%80%e8%aa%9e%e5%87%a6%e7%90%86%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%82%ad%e3%83%bc%e3%83%af%e3%83%bc%e3%83%89%e6%8a%bd%e5%87%ba%e3%81%ae%e6%89%8b%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/%e8%87%aa%e7%84%b6%e8%a8%80%e8%aa%9e%e5%87%a6%e7%90%86%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%82%ad%e3%83%bc%e3%83%af%e3%83%bc%e3%83%89%e6%8a%bd%e5%87%ba%e3%81%ae%e6%89%8b%e6%b3%95\/","title":{"rendered":"\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u304a\u3051\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u62bd\u51fa\u306e\u624b\u6cd5"},"content":{"rendered":"

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  1. \u7d71\u8a08\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\uff1a\u5358\u8a9e\u51fa\u73fe\u983b\u5ea6\u3084\u8a9e\u5f59\u306e\u540c\u6642\u51fa\u73fe\u60c5\u5831\u306a\u3069\u304b\u3089\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u62bd\u51fa\u3059\u308b\u624b\u6cd5\u306e\u3053\u3068\u3002TF-IDF\uff08Term Frequency-Inverse Document Frequency\uff09\u3084\u5171\u8d77\u884c\u5217\u3092\u4f7f\u3063\u305f\u624b\u6cd5\u306a\u3069\u304c\u30dd\u30d4\u30e5\u30e9\u30fc\u3060\u3002<\/li>\n
  2. \u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\uff1a\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u8b58\u5225\u3059\u308b\u305f\u3081\u306b\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3068\u3057\u3066\u3001\u30ca\u30a4\u30fc\u30d6\u30d9\u30a4\u30ba\u3001\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\uff08SVM\uff09\u3001\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n
  3. \u6df1\u5c64\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u624b\u6cd5\uff1a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3068\u3057\u3066\u3001\u30ea\u30ab\u30ec\u30f3\u30c8\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af (RNN)\u3001\u30ed\u30f3\u30b0\u30b7\u30e7\u30fc\u30c8\u30bf\u30fc\u30e0\u30e1\u30e2\u30ea\u30fc (LSTM)\u3001\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af (CNN) \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n
  4. \u610f\u5473\u306b\u57fa\u3065\u3044\u305f\u65b9\u6cd5\uff1a\u3053\u306e\u65b9\u6cd5\u306f\u3001\u610f\u5473\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002Word2Vec\u3084GloVe\u306a\u3069\u306e\u5358\u8a9e\u30d9\u30af\u30c8\u30eb\u30e2\u30c7\u30eb\u3084\u3001Latent Dirichlet Allocation\u306a\u3069\u306e\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u304c\u4e00\u822c\u7684\u306a\u624b\u6cd5\u3067\u3059\u3002<\/li>\n
  5. \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u624b\u6cd5: \u6c7a\u3081\u3089\u308c\u305f\u30eb\u30fc\u30eb\u3084\u30eb\u30fc\u30eb\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u62bd\u51fa\u3057\u3066\u304f\u308b\u624b\u6cd5\u3002\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3068\u3057\u3066\u3001\u6b63\u898f\u8868\u73fe\u3001\u54c1\u8a5e\u30bf\u30b0\u4ed8\u3051\u3001\u56fa\u6709\u8868\u73fe\u62bd\u51fa\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n

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