{"id":54713,"date":"2024-12-27T18:41:17","date_gmt":"2024-12-27T10:41:17","guid":{"rendered":"https:\/\/swarma.org\/?p=54713"},"modified":"2024-12-27T18:41:17","modified_gmt":"2024-12-27T10:41:17","slug":"%e5%bc%b1%e8%bf%9e%e6%8e%a5%e7%90%86%e8%ae%ba%e6%96%b0%e6%b4%9e%e5%af%9f%ef%bc%9a%e9%95%bf%e7%a8%8b%e5%bc%ba%e8%be%b9%e6%8f%90%e5%8d%87%e5%9f%8e%e5%b8%82%e6%b2%bb%e7%90%86%e8%83%bd%e5%8a%9b","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=54713","title":{"rendered":"\u5f31\u8fde\u63a5\u7406\u8bba\u65b0\u6d1e\u5bdf\uff1a\u957f\u7a0b\u5f3a\u8fb9\u63d0\u5347\u57ce\u5e02\u6cbb\u7406\u80fd\u529b"},"content":{"rendered":"
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\u56fe3. \u533a\u57df\u8054\u5408\u63a7\u5236\u7684\u6709\u6548\u6027\u3002\uff08A\uff09\u4e0d\u540c\u63aa\u65bd\u4e0b\u88ab\u52a8\u9694\u79bb\u4ee5\u53ca\u75c5\u4f8b\u6570\u8d85\u8fc7\u9608\u503c\u7684\u88ab\u52a8\u9694\u79bb\u7f51\u683c\u6570\u91cf\uff0c\uff08B\uff09\u88ab\u52a8\u9694\u79bb\u4ee5\u53ca\u75c5\u4f8b\u6570\u8d85\u8fc7\u9608\u503c\u7684\u88ab\u52a8\u9694\u79bb\u7f51\u683c\u7684\u7a7a\u95f4\u5206\u5e03\uff0c\uff08C\uff09\u4e0d\u540c\u63aa\u65bd\u4e0b\u88ab\u52a8\u9694\u79bb\u7f51\u683c\u5185\u7684\u75c5\u4f8b\u6570\u3002<\/span><\/p>\n


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\u957f\u7a0b\u5f3a\u8fb9\u4fc3\u4f7f\u5bbd\u677e\u63a7\u5236\u6761\u4ef6\u4e0b<\/strong><\/span><\/strong><\/strong><\/p>\n

\u5b9e\u73b0\u66f4\u6709\u6548\u7684\u7fa4\u4f53\u884c\u4e3a\u7ba1\u63a7<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n


<\/p>\n

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<\/span><\/section>\n
<\/section>\n

\u56fe4. \u4e0d\u540c\u56e0\u7d20\u5bf9\u75be\u75c5\u4f20\u64ad\u63a7\u5236\u7684\u4f5c\u7528\u3002\uff08A\uff09\u5f3a\u957f\u7a0b\u51fa\u884c\u7684\u8bc6\u522b\u57fa\u51c6\u3001\u4e0d\u540c\u7c7b\u578b\u51fa\u884c\u6a21\u5f0f\u4ee5\u53ca\u7f51\u683c\u9694\u79bb\u6807\u51c6\u5bf9\u75be\u75c5\u6269\u6563\u7684\u904f\u5236\u6548\u679c\uff0c\uff08B\uff09\u4e0d\u540c\u5355\u611f\u67d3\u6e90\u548c\u4e0d\u540c\u521d\u59cb\u75c5\u4f8b\u5bf9\u75be\u75c5\u4f20\u64ad\u7684\u5f71\u54cd\uff0c\uff08C\uff09\u4e0d\u540c\u7f51\u683c\u9694\u79bb\u6807\u51c6\u5bf9\u75be\u75c5\u904f\u5236\u6548\u679c\u5bf9\u6bd4\uff0c\uff08D\uff09\u5bbd\u677e\u7684\u9694\u79bb\u6761\u4ef6\u4e0b\u5b9e\u73b0\u6709\u6548\u7684\u75be\u75c5\u4f20\u64ad\u904f\u5236\u3002<\/span><\/p>\n


<\/section>\n
\n
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\u6ce8\uff1a<\/strong>\u56fd\u9632\u79d1\u6280\u5927\u5b66\u535a\u58eb\u725f\u5efa\u7ea2\u3001\u8bb2\u5e08\u8c2d\u7d22\u6021\u4ee5\u53ca\u590d\u65e6\u5927\u5b66\u9752\u5e74\u7814\u7a76\u5458\u5f20\u5a1f\u5a1f\u4e3a\u8bba\u6587\u5171\u540c\u7b2c\u4e00\u4f5c\u8005\uff0c\u56fd\u9632\u79d1\u6280\u5927\u5b66\u5415\u6b23\u6559\u6388\u548c\u590d\u65e6\u5927\u5b66\u4f59\u5b8f\u6770\u6559\u6388\u4e3a\u8bba\u6587\u5171\u540c\u901a\u8baf\u4f5c\u8005\u3002<\/section>\n<\/section>\n<\/blockquote>\n
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\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u8bfb\u4e66\u4f1a\u7b2c\u4e8c\u5b63<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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<\/p>\n<\/section>\n

\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u4f5c\u4e3a\u4e00\u4e2a\u65b0\u5174\u4ea4\u53c9\u9886\u57df\uff0c\u8d8a\u6765\u8d8a\u591a\u5730\u5728\u5e94\u5bf9\u65b0\u51a0\u75ab\u60c5\u3001\u8206\u8bba\u4f20\u64ad\u3001\u793e\u4f1a\u6cbb\u7406\u3001\u57ce\u5e02\u53d1\u5c55\u3001\u7ec4\u7ec7\u7ba1\u7406\u7b49\u793e\u4f1a\u95ee\u9898\u548c\u793e\u79d1\u8bae\u9898\u4e2d\u53d1\u6325\u4f5c\u7528\uff0c\u5927\u5927\u4e30\u5bcc\u4e86\u6211\u4eec\u5bf9\u793e\u4f1a\u7ecf\u6d4e\u590d\u6742\u7cfb\u7edf\u7684\u7406\u89e3\u3002\u76f8\u6bd4\u4e8e\u4f20\u7edf\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\uff0c\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u5e7f\u6cdb\u91c7\u7528\u4e86\u8ba1\u7b97\u8303\u5f0f\u548c\u590d\u6742\u7cfb\u7edf\u89c6\u89d2\uff0c\u56e0\u800c\u4e0e\u8ba1\u7b97\u673a\u4eff\u771f\u3001\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u3001\u7edf\u8ba1\u7269\u7406\u7b49\u9886\u57df\u7684\u524d\u6cbf\u65b9\u6cd5\u5bc6\u5207\u7ed3\u5408\u3002\u4e3a\u4e86\u8fdb\u4e00\u6b65\u68b3\u7406\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u4e2d\u7684\u5404\u7c7b\u6a21\u578b\u65b9\u6cd5\uff0c\u63a8\u52a8\u7814\u7a76\u521b\u65b0\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u53d1\u8d77\u4e86\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7cfb\u5217\u8bfb\u4e66\u4f1a\u3002<\/span>
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<\/span><\/p>\n

\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u8bfb\u4e66\u4f1a<\/a>\u7b2c\u4e8c\u5b63\u7531\u6e05\u534e\u5927\u5b66\u7f57\u5bb6\u5fb7\u6559\u6388\u9886\u8854\uff0c\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u3001\u5bc6\u6b47\u6839\u5927\u5b66\u3001\u6e05\u534e\u5927\u5b66\u3001\u5339\u5179\u5821\u5927\u5b66\u7684\u591a\u4f4d\u535a\u58eb\u751f\u8054\u5408\u53d1\u8d77\uff0c\u805a\u7126\u8ba8\u8bbaGraph\u3001Embedding\u3001NLP\u3001Modeling\u3001Data collection\u7b49\u65b9\u6cd5\u53ca\u5176\u4e0e\u793e\u4f1a\u79d1\u5b66\u95ee\u9898\u7684\u7ed3\u5408\uff0c\u5e76\u9488\u5bf9\u6027\u8ba8\u8bba\u9884\u6d4b\u6027\u4e0e\u89e3\u91ca\u6027\u3001\u4eba\u7c7b\u79fb\u52a8\u3001\u65b0\u51a0\u75ab\u60c5\u3001\u79d1\u5b66\u5b66\u7814\u7a76\u7b49\u8bfe\u9898\u3002\u6b22\u8fce\u4ece\u4e8b\u76f8\u5173\u7814\u7a76\u6216\u5bf9\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u611f\u5174\u8da3\u7684\u670b\u53cb\u53c2\u4e0e\u5b66\u4e60\u3002<\/span>
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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span>\u6570\u636e\u4e0e\u8ba1\u7b97\u524d\u6cbf\u65b9\u6cd5\u6574\u5408\uff1a\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u8bfb\u4e66\u4f1a\u7b2c\u4e8c\u5b63\u542f\u52a8<\/strong><\/a><\/p>\n


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<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u57ce\u5e02\u79d1\u5b66\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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<\/p>\n<\/section>\n

\u968f\u7740\u5de5\u4e1a\u5316\u548c\u73b0\u4ee3\u5316\u7684\u53d1\u5c55\uff0c\u4e16\u754c\u8303\u56f4\u5185\u7684\u57ce\u5e02\u5316\u7387\u4e0d\u65ad\u63d0\u9ad8\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u53e3\u805a\u96c6\u5728\u57ce\u5e02\uff0c\u4f7f\u5f97\u4ea4\u901a\u62e5\u5835\u3001\u73af\u5883\u6c61\u67d3\u3001\u8d44\u6e90\u77ed\u7f3a\u7b49\u57ce\u5e02\u95ee\u9898\u65e5\u76ca\u4e25\u5cfb\u3002<\/span>\u6211\u4eec\u8feb\u5207\u9700\u8981\u5bf9\u57ce\u5e02\u7684\u57fa\u672c\u8fd0\u884c\u89c4\u5f8b\u6709\u79d1\u5b66\u7684\u8ba4\u77e5\u3002<\/span>\u8fd1\u5341\u51e0\u5e74\u6765\uff0c\u667a\u80fd\u624b\u673a\u3001\u7269\u8054\u7f51\u3001\u536b\u661f\u9065\u611f\u53ef\u4ee5\u5e2e\u52a9\u83b7\u53d6\u9ad8\u7cbe\u5ea6\u7684\u57ce\u5e02\u6570\u636e\uff1b<\/span>\u673a\u5668\u5b66\u4e60\u3001\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u4e3a\u5904\u7406\u5927\u89c4\u6a21\u591a\u6e90\u5f02\u6784\u6570\u636e\u63d0\u4f9b\u4e86\u6280\u672f\u624b\u6bb5\u3002<\/span>\u6b64\u5916\uff0c\u590d\u6742\u79d1\u5b66\u4ece\u6f14\u751f\u89c6\u89d2\uff0c\u5728\u4e0d\u540c\u65f6\u7a7a\u5c3a\u5ea6\u4e0a\u7814\u7a76\u57ce\u5e02\u73b0\u8c61\u7684\u57fa\u7840\u89c4\u5f8b\uff0c\u4e30\u5bcc\u4e86\u57ce\u5e02\u79d1\u5b66\u7684\u7406\u8bba\u6846\u67b6\uff1b<\/span>\u57fa\u4e8e\u590d\u6742\u7cfb\u7edf\u7684\u6a21\u62df\u65b9\u6cd5\u4e5f\u5728\u5b9e\u8df5\u4e2d\u6709\u5e7f\u9614\u7684\u5e94\u7528\u524d\u666f\u3002<\/span><\/section>\n
<\/span><\/section>\n

<\/span><\/section>\n
\u5728\u8fd9\u4e2a\u5927\u80cc\u666f\u4e0b\uff0c<\/span>\u96c6\u667a\u4ff1\u4e50\u90e8<\/span>\u201c\u57ce\u5e02\u79d1\u5b66\u201d\u8bfb\u4e66\u4f1a<\/a>\u7531\u5317\u4eac\u5927\u5b66\u52a9\u7406\u6559\u6388\u8463\u78ca\u8054\u5408\u660e\u5c3c\u82cf\u8fbe<\/span>\u5927\u5b66\u52a9\u7406\u6559\u6388\u6731\u9012\u3001\u4e2d\u5357\u5927\u5b66\u5730\u7403\u79d1\u5b66\u4e0e\u4fe1\u606f\u7269\u7406\u5b66\u9662\u6559\u6388\u674e\u6d77\u5cf0\u3001\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u535a\u58eb\u5bc4\u5bb6\u8c6a\u5171\u540c\u53d1\u8d77\uff0c\u5206\u4eab\u3001\u8ba8\u8bba\u548c\u68b3\u7406\u201c\u57ce\u5e02\u4f5c\u4e3a\u590d\u6742\u7cfb\u7edf\u201d\u7684\u7406\u8bba\u3001\u7814\u7a76\u65b9\u6cd5\u53ca\u5e94\u7528\uff0c\u5e0c\u671b\u4fc3\u8fdb\u76f8\u5173\u9886\u57df<\/span>\u5b66\u8005\u7684\u4ea4\u6d41\uff0c\u63a8\u52a8\u4ea4\u53c9\u5b66\u79d1\u95f4\u7684\u5408\u4f5c\uff0c\u4fc3\u8fdb\u57ce\u5e02\u79d1\u5b66\u7684\u53d1\u5c55\u548c\u7814\u7a76\u3002<\/span><\/span><\/span>\u8bfb\u4e66\u4f1a\u5df2\u5b8c\u7ed3\uff0c\u73b0\u5728\u62a5\u540d\u53ef\u52a0\u5165\u793e\u7fa4\u5e76\u89e3\u9501<\/span>\u56de\u653e<\/span>\u89c6\u9891\u6743\u9650\u3002<\/span><\/span><\/span><\/span><\/section>\n
\n


<\/p>\n

<\/span><\/a><\/section>\n<\/section>\n


<\/p>\n

\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><\/section>\n
\u57ce\u5e02\u79d1\u5b66\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1aAI\u4e0e\u56e0\u679c\u4ea4\u7ec7\u7684\u57ce\u5e02\u590d\u6742\u7cfb\u7edf<\/a><\/span>
<\/span><\/section>\n

<\/section>\n<\/section>\n

\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/p>\n

<\/strong><\/section>\n
1. <\/strong>\u524d\u6cbf\u901f\u9012\uff1a\u9ad8\u7cbe\u5ea6\u65f6\u7a7a\u5927\u6570\u636e\u652f\u6491\u653f\u7b56\u6f14\u5316\u8bc4\u4f30\u4e0e\u7a7a\u95f4\u9776\u5411\u5e72\u9884<\/a><\/strong><\/span><\/strong><\/section>\n
2. <\/strong>Nature\u6700\u65b0\uff1a\u4eba\u53e3\u6d41\u52a8\u53ef\u9884\u6d4b\u75ab\u60c5\u4f20\u64ad\uff0c\u5e76\u63ed\u793a\u6211\u56fd\u786e\u8bca\u6570\u636e\u771f\u5b9e\u53ef\u9760<\/a><\/strong><\/span><\/strong><\/section>\n
3. <\/strong>\u524d\u6cbf\u901f\u9012\uff1a\u5927\u6570\u636e\u5206\u6790\u63ed\u793a\u6211\u56fd\u4eba\u53e3\u6d41\u52a8\u590d\u6742\u6027<\/a><\/strong><\/span><\/strong><\/section>\n
<\/span><\/section>\n
4. <\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
<\/strong>5.<\/strong> \u9f99\u5e74\u5927\u8fd0\u8d77\uff0c\u5b66\u4e60\u6b63\u5f53\u65f6\uff01\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/strong><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n

6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n


<\/p>\n


<\/p>\n

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