{"id":115181,"date":"2024-04-19T12:33:36","date_gmt":"2024-04-19T04:33:36","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/115181.html"},"modified":"2024-04-19T12:33:38","modified_gmt":"2024-04-19T04:33:38","slug":"%e4%bf%a1%e6%81%af%e6%a3%80%e7%b4%a2%e4%b8%ad%e7%9a%84%e6%96%87%e6%a1%a3%e5%88%86%e7%b1%bb%e6%8a%80%e6%9c%af","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/115181.html","title":{"rendered":"\u4fe1\u606f\u68c0\u7d22\u4e2d\u7684\u6587\u6863\u5206\u7c7b\u6280\u672f"},"content":{"rendered":"

\"\u4fe1\u606f\u68c0\u7d22\u4e2d\u7684\u6587\u6863\u5206\u7c7b\u6280\u672f\"<\/p>\n

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\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u8ba8\u8bba\u6587\u6863\u5206\u7c7b\u6280\u672f\u7684\u5173\u952e\u73af\u8282\uff0c\u5e76\u9010\u4e00\u89e3\u6790\u6bcf\u4e2a\u6b65\u9aa4\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u667a\u80fd\u7b97\u6cd5\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u6587\u6863\u6536\u96c6\u4e0e\u6570\u636e\u9884\u5904\u7406<\/h3>\n<\/p>\n

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\u5728\u9884\u5904\u7406<\/strong>\u73af\u8282\uff0c\u5219\u5305\u62ec\u4e86\u6587\u6863\u53bb\u566a\u3001\u6587\u672c\u6e05\u6d17\u3001\u8bcd\u5e72\u63d0\u53d6\u6216\u8bcd\u5f62\u8fd8\u539f\u3001\u505c\u7528\u8bcd\u7684\u79fb\u9664\u7b49\u64cd\u4f5c\u3002\u8fd9\u4e9b\u6b65\u9aa4\u7684\u76ee\u7684\u662f\u53bb\u9664\u6587\u672c\u4e2d\u65e0\u5173\u7684\u4fe1\u606f\uff0c\u5982\u6807\u70b9\u7b26\u53f7\u3001HTML\u6807\u7b7e\u3001\u7279\u6b8a\u5b57\u7b26\u7b49\uff0c\u5e76\u5c06\u5355\u8bcd\u8f6c\u5316\u4e3a\u6807\u51c6\u5f62\u5f0f\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u7279\u5f81\u63d0\u53d6\u4e0e\u8868\u793a<\/h3>\n<\/p>\n

\u7279\u5f81\u63d0\u53d6\u8fc7\u7a0b\u662f\u5c06\u539f\u59cb\u6587\u6863\u4e2d\u7684\u81ea\u7136\u8bed\u8a00\u8f6c\u6362\u6210\u673a\u5668\u80fd\u7406\u89e3\u7684\u5411\u91cf\u7a7a\u95f4\u6a21\u578b\u3002\u8fd9\u4e00\u6b65\u9aa4\u5bf9\u6700\u7ec8\u5206\u7c7b\u7684\u51c6\u786e\u6027\u6709\u76f4\u63a5\u5f71\u54cd\u3002<\/p>\n<\/p>\n

\u6587\u672c\u5411\u91cf\u5316<\/strong> \u65b9\u6cd5\u4e3b\u8981\u6709\u8bcd\u888b\u6a21\u578b\uff08Bag of Words, BoW\uff09\u3001TF-IDF\u3001n-gram\u6a21\u578b\u7b49\u3002\u8bcd\u888b\u6a21\u578b\u4e2d\uff0c\u8bcd\u8bed\u7684\u987a\u5e8f\u4fe1\u606f\u88ab\u5ffd\u7565\uff0c\u4f46\u5b83\u7b80\u5355\u9ad8\u6548\u3002TF-IDF\u5219\u8fdb\u4e00\u6b65\u901a\u8fc7\u8861\u91cf\u8bcd\u8bed\u5728\u6587\u6863\u96c6\u5408\u4e2d\u7684\u91cd\u8981\u6027\u6765\u6539\u5584\u6587\u672c\u7279\u5f81\u3002<\/p>\n<\/p>\n

\u8fd1\u5e74\u6765\uff0c\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u4e2d\u7684Word Embeddings<\/strong>\uff0c\u6bd4\u5982Word2Vec\u6216GloVe\uff0c\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u8bcd\u5411\u91cf\u8868\u793a\u6587\u6863\uff0c\u8fd9\u5bf9\u4e8e\u6355\u83b7\u8bcd\u8bed\u95f4\u7684\u4e0a\u4e0b\u6587\u548c\u8bed\u4e49\u4fe1\u606f\u5177\u6709\u663e\u8457\u6548\u679c\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u6a21\u578b\u9009\u62e9\u4e0e\u8bad\u7ec3<\/h3>\n<\/p>\n

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\u56db\u3001\u5206\u7c7b\u7ed3\u679c\u7684\u8bc4\u4f30\u4e0e\u4f18\u5316<\/h3>\n<\/p>\n

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\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

1.\u6709\u54ea\u4e9b\u5e38\u89c1\u7684\u6587\u6863\u5206\u7c7b\u6280\u672f\u53ef\u4ee5\u7528\u4e8e\u4fe1\u606f\u68c0\u7d22\uff1f<\/strong><\/p>\n

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2.\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u6587\u6863\u5206\u7c7b\u6280\u672f\u5982\u4f55\u5de5\u4f5c\uff1f<\/strong><\/p>\n

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