{"id":48689,"date":"2024-03-02T11:32:53","date_gmt":"2024-03-02T03:32:53","guid":{"rendered":"https:\/\/swarma.org\/?p=48689"},"modified":"2024-03-02T11:32:53","modified_gmt":"2024-03-02T03:32:53","slug":"%e4%ba%a4%e5%8f%89%e5%89%8d%e6%b2%bf%ef%bc%9a%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%b8%8e%e7%94%9f%e6%80%81%e5%ad%a6%e7%9a%84%e5%8d%8f%e5%90%8c%e6%9c%aa%e6%9d%a5","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=48689","title":{"rendered":"\u4ea4\u53c9\u524d\u6cbf\uff1a\u4eba\u5de5\u667a\u80fd\u4e0e\u751f\u6001\u5b66\u7684\u534f\u540c\u672a\u6765"},"content":{"rendered":"
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 Barbara A. Han, Kush R. Varshney, Shannon LaDeau\u7b49<\/span><\/span> | \u4f5c\u8005<\/span><\/strong><\/section>\n
\u5218\u57f9\u6e90<\/span><\/span><\/span> <\/span>| \u8bd1\u8005<\/span><\/strong><\/span><\/strong><\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n

A synergistic future for AI and ecology<\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1a<\/span><\/p>\n

https:\/\/www.pnas.org\/doi\/10.1073\/pnas.2220283120<\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u6b63\u5982\u4eba\u7c7b\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\u89c4\u5f8b\u4ece\u800c\u5bf9\u7cfb\u7edf\u8fdb\u884c\u667a\u80fd\u601d\u8003\u4e00\u6837\uff0c\u673a\u5668\u5b66\u4e60\u6784\u6210\u4e86\u73b0\u4ee3\u4eba\u5de5\u667a\u80fd\u7684\u57fa\u7840\uff0c\u5176\u8fd1\u671f\u76ee\u6807\u662f\u5728\u7279\u5b9a\u9886\u57df\u6267\u884c\u4efb\u52a1\u6216\u505a\u51fa\u51b3\u7b56\u3002\u5c06\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u5e94\u7528\u4e8e\u751f\u6001\u9886\u57df\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u91cf\u5316\u8fc7\u53bb\u4e0d\u80fd\u6216\u5f88\u96be\u6d4b\u91cf\u7684\u73b0\u8c61\u7684\u80fd\u529b\uff0c\u5e76\u4f7f\u5f97\u5bf9\u751f\u6001\u7cfb\u7edf\u8fdb\u884c\u66f4\u5feb\u901f\u3001\u66f4\u51c6\u786e\u9884\u6d4b\u6210\u4e3a\u53ef\u80fd\u3002\u6700\u8fd1\u7684\u6848\u4f8b\u5305\u62ec\u901a\u8fc7\u6444\u50cf\u548c\u58f0\u5b66\u6570\u636e\u7814\u7a76\u751f\u7269\u4e0e\u73af\u5883\u4e4b\u95f4\u7684\u4ea4\u4e92\uff1b\u5c06\u5730\u7403\u7cfb\u7edf\u536b\u661f\u6570\u636e\u8f6c\u5316\u4e3a\u6709\u610f\u4e49\u7684\u751f\u6001\u529f\u80fd<\/span>\uff08\u4f8b\u5982\u751f\u4ea7\u529b\uff09<\/span>\uff1b\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u548c\u59ff\u6001\u4f30\u8ba1\u5206\u6790\u52a8\u7269\u884c\u4e3a\uff1b\u5229\u7528\u751f\u7269\u4fe1\u606f\u5b66\u9884\u6d4b\u548c\u9a8c\u8bc1\u65b0\u75c5\u6bd2\u662f\u5426\u5177\u6709\u611f\u67d3\u4eba\u7c7b\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u54ea\u4e9b\u52a8\u7269\u79cd\u7c7b\u6700\u6709\u53ef\u80fd\u643a\u5e26\u65b0\u75c5\u6bd2\u3002<\/span><\/section>\n

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\u8fd9\u4e9b\u90fd\u662f\u201c\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u751f\u6001\u5b66\u201d<\/span>\uff08AI for ecology\uff09<\/span>\u7684\u4f8b\u5b50\u2014\u2014\u5373\u5c06\u73b0\u6709\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u5e94\u7528\u4e8e\u89e3\u51b3\u751f\u6001\u95ee\u9898\u3002\u7136\u800c\uff0c\u53e6\u4e00\u4e2a\u65b9\u5411\u2014\u2014\u751f\u6001\u79d1\u5b66\u5bf9\u4eba\u5de5\u667a\u80fd\u65b0\u8303\u5f0f\u7684\u542f\u53d1\uff0c\u540c\u6837\u91cd\u8981\u3002\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u7684\u7ec8\u6781\u76ee\u6807\u662f\u5b9e\u73b0\u4eba\u5de5\u901a\u7528\u667a\u80fd<\/span>\uff08AGI\uff09<\/span>\uff0c\u4f7f\u5176\u80fd\u50cf\u4eba\u7c7b\u667a\u80fd\u90a3\u6837\u63a8\u65ad\u548c\u7406\u89e3\u5176\u4ed6\u9886\u57df\u548c\u7cfb\u7edf\u3002\u5bf9\u4e8e\u201c\u53ef\u4fe1\u5730\u9884\u6d4b\u6ca1\u6709\u6a21\u578b\u6570\u636e\u53ef\u53c2\u8003\u7684\u672a\u6765\u4e16\u754c\u201d\u7684\u6311\u6218\uff0c\u6bd4\u5982\u6211\u4eec\u9884\u671f\u5feb\u901f\u53d8\u5316\u7684\u5730\u7403\u7684\u672a\u6765\u60c5\u51b5\uff0c\u901a\u7528\u4eba\u5de5\u667a\u80fd\u53ef\u80fd\u9700\u8981\u7ed3\u5408\u6570\u636e\u9a71\u52a8\u7684\u673a\u5668\u5b66\u4e60\u548c\u4ece\u591a\u6837\u5316\u77e5\u8bc6\u7c7b\u578b\u4e2d\u8868\u793a\u548c\u63a8\u7406\u7684\u65b0\u65b9\u6cd5\u3002\u901a\u8fc7\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u4eba\u5de5\u667a\u80fd\u548c\u751f\u6001\u7814\u7a76\u7684\u76f8\u4e92\u63a8\u52a8\uff0c\u53ef\u80fd\u6709\u52a9\u4e8e\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\u3002<\/span><\/section>\n

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\u56fe3 Web of Science\u79d1\u5b66\u6570\u636e\u5e93\u4e2d\u6bcf\u5e74\u5173\u4e8e\u201c\u4eba\u5de5\u667a\u80fd\u201d\u6216\u201c\u673a\u5668\u5b66\u4e60\u201d\u7684\u8bba\u6587\u6570\u91cf\u7684\u9010\u5e74\u53d8\u5316\u8d8b\u52bf\u3002<\/span><\/p>\n


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\u7c7b\u4f3c\u4e8e\u6df1\u5ea6\u5b66\u4e60\u5728\u5927\u8111\u542f\u53d1\u4e0b\u7684\u7a81\u7834\uff0c\u751f\u7269\u5b66\u4e2d\u7684\u81ea\u7ec4\u7ec7\u7279\u6027\u548c\u8fc7\u7a0b\u53ef\u80fd\u4f1a\u4e3a\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u8bbe\u8ba1\u63d0\u4f9b\u9690\u85cf\u7684\u7075\u611f\uff0c\u8fd9\u9700\u8981\u66f4\u7d27\u5bc6\u5730\u5c06\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4e0e\u751f\u6001\u95ee\u9898\u76f8\u8fde\u3002\u6269\u5c55\u8fd9\u79cd\u751f\u7269\u542f\u53d1\u63d0\u4f9b\u4e86\u4e00\u79cd\u65b0\u7684\u89c6\u89d2\uff0c\u7a81\u663e\u4e86\u4ece\u50cf\u9ecf\u83cc\u8fd9\u6837\u7684\u7b80\u5355\u751f\u7269\u4e2d\u501f\u9274\u7ecf\u9a8c\u89c2\u5bdf\u5230\u7684\u667a\u80fd\u51b3\u7b56\u673a\u5236\u3002\u8fd9\u4e9b\u673a\u5236\u6311\u6218\u4e86\u6211\u4eec\u5f53\u524d\u5bf9\u201c\u667a\u80fd\u201d\u7684\u7406\u89e3\u3002\u540c\u6837\uff0c\u751f\u7269\u5b66\u548c\u751f\u6001\u5b66\u4e2d\u6839\u672c\u6027\u7684\u8fdb\u5316\u539f\u7406\u4e5f\u542f\u53d1\u4e86\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u3002\u8fdb\u5316\u8ba1\u7b97<\/span>\uff08Evolutionary computing\uff0c\u4e5f\u79f0\u6f14\u5316\u8ba1\u7b97\uff09<\/span>\u662f\u4eba\u5de5\u667a\u80fd\u7684\u4e00\u79cd\u751f\u6001\u5b66\u542f\u53d1\u5206\u652f\uff0c\u5b83\u5e94\u7528\u9057\u4f20\u7b97\u6cd5\u6765\u5f15\u5bfc\u7cfb\u7edf\u7684\u8fdb\u5316\u4ee5\u5b9e\u73b0\u5e94\u7528\u76ee\u6807\uff0c\u5176\u8fdb\u5c55\u6e90\u4e8e\u4f53\u5916\u7814\u7a76\uff0c\u4f8b\u5982\u5fae\u751f\u7269\u4e2d\u5b9a\u5411\u8fdb\u5316\u3002\u7b26\u53f7\u56de\u5f52\u662f\u53e6\u4e00\u79cd\u5f62\u5f0f\u7684\u8fdb\u5316\u8ba1\u7b97\uff0c\u76ee\u524d\u901a\u8fc7\u5728\u751f\u6001\u5b66\u4e2d\u7684\u5e94\u7528\u5f97\u5230\u63a8\u8fdb\uff0c\u4ece\u800c\u5f97\u5230\u4e86\u590d\u6742\u751f\u6001\u7cfb\u7edf\u7684\u4eba\u7c7b\u53ef\u89e3\u91ca\u7684\u529f\u80fd\u65b9\u7a0b\u6a21\u578b\u3002\u8fd9\u4e9b\u6a21\u578b\u662f\u7531\u66f4\u57fa\u672c\u7684\u65b9\u7a0b\u7ec4\u6210\u7684\u3002\u751f\u6001\u5b66\u4e2d\u7684\u751f\u7269\u591a\u6837\u6027\u6d4b\u91cf\u901a\u5e38\u88ab\u89c6\u4f5c\u751f\u6001\u7cfb\u7edf\u590d\u6742\u6027\u7684\u66ff\u4ee3\u6307\u6807\uff0c\u8fd9\u6fc0\u53d1\u4e86\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4eba\u5458\u5f00\u53d1\u65b0\u65b9\u6cd5\u6765\u8861\u91cf\u8bad\u7ec3\u6570\u636e\u4e2d\u7684\u4e0d\u826f\u504f\u5dee\u3002<\/span><\/section>\n

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\u6211\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u548c\u751f\u6001\u7814\u7a76\u4e4b\u95f4\u7684\u534f\u540c\u8fdb\u5c55\u6301\u4e50\u89c2\u6001\u5ea6\u2014\u2014\u751f\u6001\u5b66\u7406\u8bba\u6709\u6f5c\u529b\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u7684\u524d\u6cbf\uff1b\u73b0\u6709\u7684\u4eba\u5de5\u667a\u80fd\u65b9\u6cd5\u88ab\u878d\u5165\u5230\u590d\u6742\u7cfb\u7edf\u7684\u751f\u6001\u5efa\u6a21\u4e2d\uff1b\u800c\u5408\u4f5c\u5f00\u5c55\u7684\u4eba\u5de5\u667a\u80fd\u548c\u751f\u6001\u7814\u7a76\u6709\u671b\u5e26\u6765\u91cd\u8981\u7684\u76f8\u4e92\u8fdb\u6b65\u3002<\/span><\/section>\n

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\u73b0\u6709\u7684\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u5bf9\u6570\u636e\u9700\u6c42\u8f83\u5927\uff0c\u7531\u4e8e\u5176\u67b6\u6784\u672a\u7eb3\u5165\u6240\u5efa\u6a21\u73b0\u8c61\u7684\u5148\u9a8c\u77e5\u8bc6\uff0c\u53ef\u80fd\u4ea7\u751f\u4e0e\u5b9e\u9645\u4e0d\u7b26\u7684\u9884\u6d4b\u3002\u77e5\u8bc6\u5f15\u5bfc\u7684\u673a\u5668\u5b66\u4e60<\/span>\uff08knowledge-guided ML\uff0cKGML\uff09<\/span>\u9886\u57df\u7684\u53d1\u5c55\u662f\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u548c\u751f\u6001\u5b66\u5171\u540c\u524d\u8fdb\u7684\u4e00\u79cd\u65b9\u5f0f\uff0c\u7279\u522b\u662f\u5728\u6570\u636e\u7a00\u758f\u7684\u6761\u4ef6\u4e0b\uff0c\u8fd9\u5728\u8bb8\u591a\u751f\u6001\u5b66\u9886\u57df\u4ecd\u7136\u5e38\u89c1\u3002\u77e5\u8bc6\u5f15\u5bfc\u7684\u673a\u5668\u5b66\u4e60\u65e8\u5728\u628a\u79d1\u5b66\u77e5\u8bc6\u6ce8\u5165\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u57fa\u7840\u67b6\u6784\u4e2d\uff0c\u4ee5\u4f7f\u5f97\u751f\u6210\u6a21\u578b\u80fd\u505a\u51fa\u66f4\u52a0\u7b26\u5408\u7269\u7406\u81ea\u6d3d\u7684\u9884\u6d4b\u3002\u8fd9\u79cd\u60f3\u6cd5\u4e0e\u8d1d\u53f6\u65af\u7edf\u8ba1\u65b9\u6cd5\u4e2d\u5f15\u5165\u5148\u9a8c\u77e5\u8bc6\u7684\u505a\u6cd5\u76f8\u543b\u5408\uff0c\u5728\u751f\u6001\u5b66\u7814\u7a76\u4e2d\u4e5f\u88ab\u7528\u4e8e\u7c7b\u4f3c\u76ee\u7684\uff0c\u4f46\u5f80\u5f80\u53d7\u5230\u6570\u636e\u9700\u6c42\u548c\u8ba1\u7b97\u6210\u672c\u9650\u5236\u3002\u5c06\u77e5\u8bc6\u5f15\u5bfc\u5165\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u4f8b\u5b50\uff0c\u5305\u62ec\u5b9a\u5236\u635f\u5931\u51fd\u6570\u4ee5\u9075\u5b88\u7269\u7406\u5b9a\u5f8b\uff0c\u5229\u7528\u73b0\u6709\u673a\u5668\u5b66\u4e60\u67b6\u6784<\/span>\uff08\u5982\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edcLSTM\uff09<\/span>\u6216\u5f00\u53d1\u65b0\u67b6\u6784\u4ee5\u66f4\u597d\u5730\u8868\u793a\u73b0\u5b9e<\/span>\uff08\u5982\u8d28\u91cf\u5b88\u6052LSTM\u3001\u5faa\u73af\u56fe\u7f51\u7edc\uff09<\/span>\uff0c\u4f7f\u7528\u57fa\u4e8e\u8fc7\u7a0b\u7684\u6a21\u578b\u8f93\u51fa\u4f5c\u4e3a\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u8f93\u5165\u6216\u9884\u8bad\u7ec3\u6570\u636e\u96c6\uff0c\u5728\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4e2d\u4f7f\u7528\u8868\u793a\u7cfb\u7edf\u7684\u504f\u5fae\u5206\u65b9\u7a0b\uff0c\u6216\u5c06\u795e\u7ecf\u7f51\u7edc\u5d4c\u5165\u5230\u5206\u5c42\u6a21\u578b\u4e2d\u3002\u5c55\u671b\u672a\u6765\uff0c\u751f\u6001\u5efa\u6a21\u53ef\u80fd\u4f1a\u542f\u53d1\u51fa\u66f4\u5148\u8fdb\u7684\u67b6\u6784\uff0c\u8fd9\u4e9b\u67b6\u6784\u7ed3\u5408\u4e86\u5148\u9a8c\u672c\u4f53\u77e5\u8bc6\u3001\u5c42\u6b21\u7ed3\u6784\u3001\u7269\u7406\u548c\u751f\u7269\u5b9a\u5f8b\u4ee5\u53ca\u5fae\u5206\u65b9\u7a0b\uff0c\u540c\u65f6\u91c7\u7528\u5206\u5e03\u5f0f\u548c\u6d8c\u73b0\u5f0f\u7684\u8bad\u7ec3\u8303\u5f0f\u3002<\/span><\/section>\n

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\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u6b63\u5728\u4ece\u6a21\u5f0f\u8bc6\u522b\uff0c\u62d3\u5c55\u5230\u5047\u8bbe\u751f\u6210\u548c\u79d1\u5b66\u53d1\u73b0\u3002\u90e8\u5206\u539f\u56e0\u5728\u4e8e\u5b83\u80fd\u63ed\u793a\u4ee3\u8868\u590d\u6742\u7cfb\u7edf\u7684\u9ad8\u7ef4\u7f51\u7edc\u4e2d\u53d8\u91cf\u4e4b\u95f4\u7684\u672a\u77e5\u8fde\u63a5\u3002\u8fd9\u4e9b\u672a\u77e5\u8fde\u63a5\u5448\u73b0\u4e86\u5728\u591a\u5c3a\u5ea6\u7cfb\u7edf\u7ec4\u4ef6\u4e2d\u4e0d\u9884\u671f\u7684\u4ea4\u4e92\u4f5c\u7528\u6216\u4f9d\u8d56\u5173\u7cfb\u3002\u751f\u6001\u7cfb\u7edf\u4e2d\u72b6\u6001\u548c\u8fc7\u7a0b\u7684\u4e30\u5bcc\u6027\u548c\u5e7f\u5ea6\uff0c\u4e3a\u63d0\u5347\u4eba\u5de5\u667a\u80fd\u8bc6\u522b\u672a\u77e5\u8fde\u63a5\u5e76\u751f\u6210\u65b0\u5047\u8bbe\u7684\u80fd\u529b\u63d0\u4f9b\u4e86\u5de8\u5927\u6f5c\u529b\u3002<\/span><\/section>\n

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\u7406\u89e3\u793e\u4f1a\u548c\u6587\u5316\u7ed3\u6784\u7684\u5fae\u5999\u5dee\u5f02\u53ca\u5176\u878d\u5408\uff0c\u5bf9\u4e8e\u83b7\u53d6\u5173\u4e8e\u590d\u6742\u7cfb\u7edf\u7684\u77e5\u8bc6\u4e0e\u667a\u6167\uff0c\u5e76\u5bf9\u5176\u672a\u6765\u8d1f\u8d23\u4efb\u5730\u65bd\u52a0\u5f71\u54cd\u6765\u8bf4\uff0c\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u4f8b\u5982\uff0c\u7cfb\u7edf\u6027\u79cd\u65cf\u4e3b\u4e49\u6df1\u523b\u5730\u5f71\u54cd\u4e86\u57ce\u5e02\u73af\u5883\u7684\u793e\u4f1a\u3001\u751f\u6001\u548c\u6f14\u5316\u7279\u6027\uff0c\u8003\u8651\u8fd9\u4e00\u70b9\u5bf9\u4e8e\u786e\u4fdd\u793e\u4f1a\u516c\u6b63\u5e76\u589e\u5f3a\u8fd9\u4e9b\u7cfb\u7edf\u5bf9\u6c14\u5019\u53d8\u5316\u7684\u9c81\u68d2\u6027\u81f3\u5173\u91cd\u8981\u3002\u4eba\u5de5\u667a\u80fd\u548c\u751f\u6001\u5b66\u90fd\u9700\u8981\u6301\u7eed\u62d3\u5c55\u8ba4\u8bc6\u8fb9\u754c\uff0c\u627f\u8ba4\u4e0d\u540c\u7684\u8ba4\u77e5\u65b9\u5f0f\u5728\u79d1\u5b66\u4e0a\u5747\u662f\u6709\u6548\u7684\uff0c\u5e76\u5c0a\u91cd\u539f\u4f4f\u6c11\u6570\u636e\u4e3b\u6743\u3002\u4e3a\u4e86\u6210\u529f\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u4e24\u8005\u90fd\u53ef\u4ee5\u4ece\u793e\u4f1a\u79d1\u5b66\u4e2d\u5b66\u4e60\u5b9a\u6027\u7814\u7a76\u65b9\u6cd5\uff0c\u7279\u522b\u662f\u6355\u6349\u201c\u4e0e\u539f\u4f4f\u6c11\u8ba4\u8bc6\u8bba\u7d27\u5bc6\u76f8\u8fde\u7684\u80cc\u666f\uff0c\u540c\u65f6\u4fdd\u6301\u6807\u51c6\u5316\u7684\u65f6\u95f4\u548c\u8868\u5f81\u53c2\u6570\uff0c\u4ee5\u4f7f\u5176\u4e0e\u5176\u4ed6\u6570\u636e\u96c6\u4e00\u81f4\uff0c\u4ee5\u4fbf\u8fdb\u884c\u6574\u5408\u548c\u5206\u6790\u201d<\/span>\uff08\u56fe1\u7684\u5c42\u6b21\u7ed3\u6784\u5728\u4e0d\u540c\u8ba4\u8bc6\u8bba\u4e0b\u5b58\u5728\u4e89\u8bae\uff09<\/span>\u3002\u6b64\u5916\uff0c\u9075\u5faa\u7b26\u5408\u96c6\u4f53\u5229\u76ca\u3001\u63a7\u5236\u6743\u3001\u8d23\u4efb\u548c\u4f26\u7406\u7684\u539f\u5219\uff0c\u6765\u5904\u7406\u539f\u4f4f\u6c11\u6570\u636e\uff0c\u53ef\u4ee5\u5e2e\u52a9\u786e\u4fdd\u8fd9\u4e9b\u6570\u636e\u5bf9\u539f\u4f4f\u6c11\u6709\u7528\uff0c\u5e76\u59cb\u7ec8\u5904\u4e8e\u4ed6\u4eec\u7684\u63a7\u5236\u4e4b\u4e0b\uff0c\u540c\u65f6\u4e5f\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u548c\u751f\u6001\u5b66\u7684\u77e5\u8bc6\u8fdb\u6b65\u3002<\/span><\/section>\n

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\u79d1\u5b66\u754c\u4e00\u76f4\u5728\u6309\u7167\u5b66\u79d1\u8f68\u8ff9\u8d8b\u52bf\u524d\u8fdb\uff0c\u6b63\u5728\u8fc5\u901f\u8d70\u5411\u4eba\u5de5\u667a\u80fd\u4e0e\u751f\u6001\u7cfb\u7edf\u79d1\u5b66\u7684\u91cd\u8981\u4ea4\u6c47\u878d\u5408\u70b9\u3002\u4eba\u5de5\u667a\u80fd\u9769\u547d\u7684\u6f5c\u529b\u5982\u540c\u4e00\u573a\u201c\u65b0\u767b\u6708\u8ba1\u5212\u201d\uff0c\u5df2\u7ecf\u5728\u4e0e\u751f\u7269\u533b\u5b66\u9886\u57df\u7684\u878d\u5408\u7814\u7a76\u4e2d\u51f8\u663e\u2014\u2014\u6108\u5c1a\u672a\u51fa\u73b0\u7684\u4f20\u67d3\u75c5\u548c\u7531\u591a\u7ec4\u76f8\u4e92\u4f5c\u7528\u56e0\u7d20\u5f15\u8d77\u7684\u975e\u4f20\u67d3\u6027\u75be\u75c5\u3002<\/span><\/section>\n

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\u52a0\u901f\u8fd9\u79cd\u878d\u5408\u6027\u7a81\u7834\u9700\u8981\u5728\u591a\u4e2a\u65b9\u9762\u8fdb\u884c\u6295\u8d44\uff1a\u89e3\u51b3\u548c\u7f13\u89e3\u5f53\u524d\u5b58\u5728\u7684\u6570\u636e\u53ca\u5176\u8ba4\u77e5\u65b9\u5f0f\u4e2d\u7684\u504f\u89c1\u548c\u5c40\u9650\uff0c\u8003\u8651\u8de8\u5b66\u79d1\u601d\u7ef4\u548c\u5b9e\u8df5\u4ee5\u5f25\u5408\u5173\u4e8e\u4f55\u4e3a\u77e5\u8bc6\u7684\u54f2\u5b66\u548c\u4f26\u7406\u5dee\u5f02\uff0c\u540c\u65f6\u5728\u63a2\u7d22\u65b0\u7684\u5b66\u79d1\u8bed\u8a00\u548c\u89c2\u70b9\u65f6\u5efa\u7acb\u4fe1\u4efb\u3002\u6295\u5165\u8fd9\u79cd\u6709\u610f\u8bc6\u7684\u878d\u5408\uff0c\u6709\u53ef\u80fd\u4ea7\u751f\u53d8\u9769\u6027\u7684\u89c2\u70b9\u548c\u89e3\u51b3\u65b9\u6848\uff0c\u5b83\u4eec\u50cf\u6700\u8fd1\u5728\u804a\u5929\u673a\u5668\u4eba\u548c\u751f\u6210\u5f0f\u6df1\u5ea6\u5b66\u4e60\u4e2d\u53d6\u5f97\u7684\u7a81\u7834\u90a3\u6837\uff0c\u4e0d\u53ef\u601d\u8bae\u4e14\u98a0\u8986\u6027\u6781\u5f3a\u3002\u5728\u73af\u5883\u5feb\u901f\u53d8\u5316\u5e76\u4e14\u5e26\u6765\u751f\u5b58\u98ce\u9669\u7684\u65f6\u4ee3\uff0c\u751f\u6001\u7cfb\u7edf\u79d1\u5b66\u4e0e\u4eba\u5de5\u667a\u80fd\u4e4b\u95f4\u7684\u6218\u7565\u534f\u540c\uff0c\u53ef\u4ee5\u63a8\u52a8\u6211\u4eec\u66f4\u6df1\u5165\u5730\u7406\u89e3\u4eba\u7c7b\u6240\u4f9d\u8d56\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u63a2\u7d22\u5982\u4f55\u6062\u590d\u5176\u9c81\u68d2\u6027\u3002<\/span><\/section>\n
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AI+Science \u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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AI+Science \u662f\u8fd1\u5e74\u5174\u8d77\u7684\u5c06\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u76f8\u7ed3\u5408\u7684\u4e00\u79cd\u8d8b\u52bf\u3002<\/span>\u4e00\u65b9\u9762\u662f AI for Science\uff0c\u673a\u5668\u5b66\u4e60\u548c\u5176\u4ed6 AI \u6280\u672f\u53ef\u4ee5\u7528\u6765\u89e3\u51b3\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u95ee\u9898\uff0c\u4ece\u9884\u6d4b\u5929\u6c14\u548c\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u5230\u6a21\u62df\u661f\u7cfb\u78b0\u649e\u3001\u8bbe\u8ba1\u4f18\u5316\u6838\u805a\u53d8\u53cd\u5e94\u5806\uff0c\u751a\u81f3\u50cf\u79d1\u5b66\u5bb6\u4e00\u6837\u8fdb\u884c\u79d1\u5b66\u53d1\u73b0\uff0c\u88ab\u79f0\u4e3a\u79d1\u5b66\u53d1\u73b0\u7684\u201c\u7b2c\u4e94\u8303\u5f0f\u201d\u3002<\/span>\u53e6\u4e00\u65b9\u9762\u662f Science for AI\uff0c\u79d1\u5b66\u5c24\u5176\u662f\u7269\u7406\u5b66\u4e2d\u7684\u89c4\u5f8b\u548c\u601d\u60f3\u542f\u53d1\u673a\u5668\u5b66\u4e60\u7406\u8bba\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u63d0\u4f9b\u5168\u65b0\u7684\u89c6\u89d2\u548c\u65b9\u6cd5\u3002<\/span><\/section>\n
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\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u535a\u58eb\u540e\u7814\u7a76\u5458\u5434\u6cf0\u9716\uff08Jure Leskovec \u6559\u6388\u6307\u5bfc\uff09\u3001\u54c8\u4f5b\u91cf\u5b50\u8ba1\u5212\u7814\u7a76\u5458\u6248\u9e3f\u4e1a\u3001\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7269\u7406\u7cfb\u535a\u58eb\u751f\u5218\u5b50\u9e23\uff08Max Tegmark \u6559\u6388\u6307\u5bfc\uff09\uff0c\u5171\u540c\u53d1\u8d77\u4ee5\u201cAI+Science<\/a>\u201d\u4e3a\u4e3b\u9898\u7684\u8bfb\u4e66\u4f1a\uff0c\u63a2\u8ba8\u8be5\u9886\u57df\u7684\u91cd\u8981\u95ee\u9898\uff0c\u5171\u5b66\u5171\u7814\u76f8\u5173\u6587\u732e\u3002<\/span>\u6b22\u8fce\u5bf9\u63a2\u7d22\u8fd9\u4e2a\u6fc0\u52a8\u4eba\u5fc3\u7684\u524d\u6cbf\u9886\u57df\u6709\u5174\u8da3\u7684\u670b\u53cb\u62a5\u540d\u53c2\u4e0e\u3002<\/span><\/section>\n
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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><\/section>\n
\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u53d1\u73b0\u76f8\u4e92\u8d4b\u80fd\u7684\u65b0\u8303\u5f0f\uff1aAI+Science \u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/span><\/section>\n

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

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

1. <\/strong>PNAS\u901f\u9012\uff1a\u4eba\u5de5\u667a\u80fd\u548c\u751f\u6001\u5b66\u7684\u534f\u540c\u672a\u6765<\/a><\/strong><\/span><\/strong><\/section>\n
2.<\/strong> \u7814\u7a76\u901f\u9012\uff1a\u4eba\u5de5\u667a\u80fd\u5b66\u672f\u751f\u6001\u7684\u4ecb\u89c2\u5c3a\u5ea6\u56fe\u8c31<\/a><\/strong><\/span><\/section>\n
3. <\/strong><\/strong>Science\u6700\u65b0\uff1aJeff Gore\u56e2\u961f\u63ed\u793a\u590d\u6742\u751f\u6001\u7cfb\u7edf\u4e2d\u6d8c\u73b0\u7684\u76f8\u53d8<\/a><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n
4. <\/strong><\/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
<\/a><\/strong><\/strong><\/span><\/section>\n
<\/strong><\/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><\/a><\/strong><\/strong><\/strong><\/strong><\/span><\/section>\n
6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n


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