{"id":44956,"date":"2023-09-06T11:57:01","date_gmt":"2023-09-06T03:57:01","guid":{"rendered":"https:\/\/swarma.org\/?p=44956"},"modified":"2023-09-06T11:57:01","modified_gmt":"2023-09-06T03:57:01","slug":"2023pcic%e6%b3%9b%e5%a4%aa%e5%b9%b3%e6%b4%8b%e5%9b%a0%e6%9e%9c%e6%8e%a8%e6%96%ad%e5%a4%a7%e4%bc%9a%e6%97%a5%e7%a8%8b%e5%8f%91%e5%b8%83","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=44956","title":{"rendered":"2023PCIC\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a\u65e5\u7a0b\u53d1\u5e03"},"content":{"rendered":"
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\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a<\/strong>\u662f\u81ea2019\u5e74\u8d77\u7531\u5317\u4eac\u5927\u5b66\u8bb2\u5e2d\u6559\u6388\u3001\u5317\u4eac\u5927\u5b66\u516c\u5171\u536b\u751f\u5b66\u9662\u751f\u7269\u7edf\u8ba1\u7cfb\u7cfb\u4e3b\u4efb\u3001\u5317\u4eac\u5927\u5b66\u5317\u4eac\u56fd\u9645\u6570\u5b66\u7814\u7a76\u4e2d\u5fc3\u751f\u7269\u7edf\u8ba1\u548c\u4fe1\u606f\u7814\u7a76\u5ba4\u4e3b\u4efb\u5468\u6653\u534e\u7b49\u53d1\u8d77\u7684\u56e0\u679c\u79d1\u5b66\u9886\u57df\u4e00\u5e74\u4e00\u5ea6\u7684\u76db\u4f1a\u30022023\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a\u5c06\u4e8e9\u670816\u65e5\u81f317\u65e5\u4ee5\u7ebf\u4e0b\uff08\u5317\u4eac\u5927\u5b66\u4e2d\u5173\u65b0\u56ed\u79d1\u5b66\u62a5\u544a\u5385\uff09+\u7ebf\u4e0a\uff08Zoom\u4f1a\u8bae\u5ba4\uff09\u7684\u5f62\u5f0f\u4e3e\u529e\uff0c\u9762\u5411\u6240\u6709\u5bf9\u56e0\u679c\u79d1\u5b66\u611f\u5174\u8da3\u7684\u76f8\u5173\u7814\u7a76\u4eba\u5458\uff0c\u63a2\u7d22\u65b0\u7684\u79d1\u7814\u65b9\u5411\u3002\u671f\u5f85\u70ed\u7231\u5b66\u4e60\u7684\u4f60\u4e0e\u6211\u4eec\u4e00\u8d77\u6500\u767b\u56e0\u679c\u79d1\u5b66\u7684\u9636\u68af\uff01\u53e6\u5916\uff0c\u4eca\u5e74\u7ec4\u59d4\u4f1a\u7cbe\u5fc3\u8bbe\u8ba1\u4e86\u4f1a\u524d\u77ed\u8bfe\uff1a\u4e0d\u5b8c\u7f8e\u968f\u673a\u5316\u8bd5\u9a8c\u7684\u56e0\u679c\u63a8\u65ad\uff0c<\/strong>\u5e76\u5728\u73b0\u573a\u8bbe\u7acb\u8bba\u6587\u6d77\u62a5\u5c55\u793a\u533a\u4e0e\u53e3\u5934\u6c47\u62a5\u73af\u8282<\/strong>\uff0c\u9080\u8bf7\u5728\u56e0\u679c\u79d1\u5b66\u9886\u57df\u505a\u51fa\u76f8\u5173\u7814\u7a76\u7684\u4f60\u62a5\u540d\u53c2\u4e0e\u3002<\/span><\/section>\n

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\u56e0\u679c\u63a8\u65ad\u7684\u76ee\u6807\u662f\u5c06\u5916\u90e8\u77e5\u8bc6\u4e0e\u5b66\u4e60\u8bbe\u8ba1\u7ed3\u5408\u8d77\u6765\uff0c\u5f97\u5230\u53d8\u91cf\u4e4b\u95f4\u7684\u56e0\u679c\u5173\u7cfb\u3002\u5c24\u5176\u662f\u5728\u4eba\u5de5\u667a\u80fd\u6280\u672f\u906d\u9047\u74f6\u9888\u7684\u73b0\u5728\uff0c\u56e0\u679c\u63a8\u7406\u7684\u65b9\u6cd5\u4e5f\u8d8a\u6765\u8d8a\u53d7\u5230\u4e0d\u540c\u9886\u57df\u7684\u91cd\u89c6\uff0c\u5b83\u5728\u4eba\u5de5\u667a\u80fd\u3001\u7edf\u8ba1\u5b66\u3001\u751f\u7269\u7edf\u8ba1\u5b66\u3001\u751f\u7269\u533b\u5b66\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u7ecf\u6d4e\u5b66\u3001\u6d41\u884c\u75c5\u5b66\u548c\u5404\u79cd\u793e\u4f1a\u79d1\u5b66\u7b49\u9886\u57df\u83b7\u5f97\u4e86\u5e7f\u6cdb\u7684\u5e94\u7528\u3002<\/span><\/section>\n

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\u4e3a\u4e86\u66f4\u591a\u5730\u63a8\u52a8\u56e0\u679c\u79d1\u5b66\u5b66\u79d1\u7684\u53d1\u5c55\uff0c\u805a\u96c6\u56fd\u5185\u5916\u56e0\u679c\u79d1\u5b66\u7684\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005\uff0c\u5171\u540c\u8ba8\u8bba\u56e0\u679c\u79d1\u5b66\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u5317\u4eac\u5927\u5b66\u8bb2\u5e2d\u6559\u6388\u3001\u5317\u4eac\u5927\u5b66\u516c\u5171\u536b\u751f\u5b66\u9662\u751f\u7269\u7edf\u8ba1\u7cfb\u7cfb\u4e3b\u4efb\u3001\u5317\u4eac\u5927\u5b66\u5317\u4eac\u56fd\u9645\u6570\u5b66\u7814\u7a76\u4e2d\u5fc3\u751f\u7269\u7edf\u8ba1\u548c\u4fe1\u606f\u7814\u7a76\u5ba4\u4e3b\u4efb\u5468\u6653\u534e\u7b49\u53d1\u8d77\u4e86\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a\uff0c\u672c\u6b21\u4f1a\u8bae\u5c06\u96c6\u4e2d\u8ba8\u8bba\u56e0\u679c\u79d1\u5b66\u5728\u4e0d\u540c\u9886\u57df\u7684\u6700\u65b0\u8fdb\u5c55\u3002<\/span><\/section>\n

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\u8be5\u4f1a\u8bae\u66fe\u7ecf\u9080\u8bf7\u8fc7Donald B. Rubin, James M. Robins, Bernhard Sch\u00f6lkopf, Eric J. Tchetgen Tchetgen , Xiao-Hua Zhou, Peng Cui, Kun Zhang, Peng Ding\u7b49\u6d77\u5185\u5916\u7684\u5b66\u672f\u5927\u62ff\u5171\u540c\u5206\u4eab\u6700\u65b0\u7684\u79d1\u7814\u8fdb\u5c55\uff0c\u5e76\u8fdb\u884c\u6df1\u5ea6\u63a2\u8ba8\u3002\u7b2c\u4e8c\u5c4a-\u7b2c\u56db\u5c4a\u5927\u4f1a\u5185\u5bb9\u56de\u987e\u53c2\u89c1\uff1a<\/span><\/p>\n

2020\u5e74\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a\u56de\u987e\uff08\u4e00\uff09<\/span><\/a><\/p>\n

2020\u5e74\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a\u56de\u987e\uff08\u4e8c\uff09<\/span><\/a><\/p>\n

2021\u5e74\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a\u56de\u987e<\/span><\/a><\/p>\n

2022\u5e74\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a\u56de\u987e<\/span><\/a><\/section>\n

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\u66f4\u591a\u5927\u4f1a\u4fe1\u606f\uff0c\u8bf7\u8bbf\u95ee\u5927\u4f1a\u7684\u5b98\u65b9\u7f51\u7ad9\uff1a<\/span><\/section>\n
https:\/\/pattern.swarma.org\/pcic\/<\/span><\/section>\n


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\u4f1a\u8bae\u65f6\u95f4<\/strong><\/span><\/h2>\n

\u4f1a\u8bae\u5c06\u4e8e\u5317\u4eac\u65f6\u95f49\u670816\u65e5\u81f39\u670817\u65e5\u91c7\u53d6\u7ebf\u4e0a+\u7ebf\u4e0b\u76f8\u7ed3\u5408\u7684\u65b9\u5f0f\u4e3e\u529e\uff0c\u7ebf\u4e0a\u901a\u8fc7ZOOM\u4f1a\u8bae\u5168\u7403\u540c\u6b65\u5206\u4eab\uff0c\u540c\u65f6\uff0c\u672c\u6b21\u5927\u4f1a\u5c06\u4f1a\u57289\u670815\u65e5\u4e3e\u529e\u77ed\u8bfe\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u4e1a\u754c\u670b\u53cb\u3001\u8001\u5e08\u3001\u540c\u5b66\u62a5\u540d\u53c2\u4e0e\uff01\u6d77\u5916\u53c2\u4f1a\u7684\u540c\u5b66\u8bf7\u6ce8\u610f\u65f6\u5dee\u5408\u7406\u5b89\u6392\u53c2\u4f1a<\/strong>\uff1a<\/span><\/p>\n

\u5317\u4eac\u65f6\u95f4Beijing(UTC\/GMT +8.00)<\/span><\/p>\n

\u7f8e\u56fd\u4e1c\u6d77\u5cb8\u65f6\u95f4EST(UTC\/GMT -4.00)<\/span><\/p>\n

\u7f8e\u56fd\u897f\u6d77\u5cb8\u65f6\u95f4PST(UTC\/GMT -7.00)<\/span><\/section>\n


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\u4f1a\u8bae\u5730\u70b9<\/strong><\/span><\/h2>\n
\u7ebf\u4e0b\uff1a\u4e2d\u5173\u6751\u5317\u5927\u8857126\u53f7\uff0c\u5317\u4eac\u5927\u5b66\u4e2d\u5173\u65b0\u56ed\u79d1\u5b66\u62a5\u544a\u5385\uff08\u8fd1\u5730\u94c14\u53f7\u7ebf\u5317\u4eac\u5927\u5b66\u4e1c\u95e8\u7ad9C\u53e3\uff09<\/span><\/section>\n
\u7ebf\u4e0a\uff1a<\/span><\/section>\n
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\u77ed\u8bfe\uff1a\u4e0d\u5b8c\u7f8e\u968f\u673a\u5316\u8bd5\u9a8c\u7684\u56e0\u679c\u63a8\u65ad<\/strong><\/span><\/h2>\n

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\u5468\u6653\u534e<\/span><\/strong>\uff0c\u5317\u4eac\u5927\u5b66\u8bb2\u5e2d\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u5317\u4eac\u5927\u5b66\u751f\u7269\u7edf\u8ba1\u7cfb\u4e3b\u4efb\uff0c\u5317\u4eac\u5927\u5b66\u5317\u4eac\u56fd\u9645\u6570\u5b66\u7814\u7a76\u4e2d\u5fc3\u751f\u7269\u7edf\u8ba1\u53ca\u751f\u7269\u4fe1\u606f\u5b9e\u9a8c\u5ba4\u4e3b\u4efb\uff0c\u5317\u4eac\u5927\u5b66\u56fd\u5bb6\u836f\u54c1\u533b\u7597\u5668\u68b0\u76d1\u7ba1\u79d1\u5b66\u7814\u7a76\u9662\u526f\u9662\u957f\uff0c\u5317\u4eac\u5927\u5b66\u91cd\u5e86\u5927\u6570\u636e\u7814\u7a76\u9662\u526f\u9662\u957f\u3002\u56fd\u9645\u751f\u7269\u7edf\u8ba1\u5b66\u4f1a\u4e2d\u56fd\u5206\u4f1a\u7406\u4e8b\u957f\uff0c\u4e2d\u56fd\u6570\u5b66\u4f1a\u533b\u5b66\u6570\u5b66\u4e13\u4e1a\u59d4\u5458\u4f1a\u4e3b\u4efb\u59d4\u5458\uff0c\u7f8e\u56fd\u79d1\u5b66\u4fc3\u8fdb\u4f1a(AAAS)\u4f1a\u58eb\uff0c\u7f8e\u56fd\u7edf\u8ba1\u5b66\u4f1a(ASA)\u4f1a\u58eb\uff0c\u56fd\u9645\u6570\u7406\u7edf\u8ba1\u5b66\u4f1a\uff08IMS\uff09\u4f1a\u58eb\u7b49\u3002<\/span><\/section>\n

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\u9093\u5b87\u660a<\/span><\/strong>\uff0c\u5317\u4eac\u5927\u5b66\u7edf\u8ba1\u5b66\u535a\u58eb\uff0c\u4e3b\u8981\u7814\u7a76\u751f\u7269\u7edf\u8ba1\u3001\u56e0\u679c\u63a8\u65ad\u3001\u4e34\u5e8a\u8bd5\u9a8c\u7814\u7a76\u4e2d\u7684\u7edf\u8ba1\u5b66\u65b9\u6cd5\uff0c\u5bfc\u5e08\u4e3a\u5468\u6653\u534e\u6559\u6388\u3002<\/span><\/section>\n


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\u8bfe\u7a0b\u4ecb\u7ecd<\/span><\/strong><\/span><\/h3>\n

\u9762\u5411\u5bf9\u8c61<\/strong>\uff1a\u672c\u8bfe\u7a0b\u9762\u5411\u9ad8\u5e74\u7ea7\u672c\u79d1\u751f\u3001\u7814\u7a76\u751f\u3001\u533b\u836f\u754c\u53ca\u5de5\u4e1a\u754c\u4eba\u58eb\u3002<\/span><\/p>\n

\u8bfe\u7a0b\u76ee\u6807<\/strong>\uff1a\u672c\u8bfe\u7a0b\u65e8\u5728\u63d0\u4f9b\u5173\u4e8e\u56e0\u679c\u63a8\u65ad\uff08causal inference\uff09\u7684\u6e05\u6670\u5168\u9762\u8ba4\u8bc6\u3002\u901a\u8fc7\u5b66\u4e60\u672c\u8bfe\u7a0b\uff0c\u5b66\u5458\u4e0d\u4ec5\u5c06\u719f\u6089\u56e0\u679c\u63a8\u65ad\u5b66\u79d1\uff08\u7279\u522b\u662f\u57fa\u4e8e\u6f5c\u5728\u7ed3\u679c\u7684\u56e0\u679c\u63a8\u65ad\uff09\u8fd1\u4e94\u5341\u5e74\u7684\u91cd\u8981\u7406\u8bba\u65b9\u6cd5\uff0c\u800c\u4e14\u5c06\u5177\u5907\u5728\u590d\u6742\u771f\u5b9e\u4e16\u754c\u8bd5\u9a8c\u4e2d\u5206\u6790\u56e0\u679c\u4f5c\u7528\u7684\u80fd\u529b\u3002<\/span><\/p>\n

\u8bfe\u7a0b\u7279\u8272<\/strong>\uff1a\u672c\u8bfe\u7a0b\u4f1a\u5728\u6bcf\u4e2a\u8bfe\u7a0b\u73af\u8282\u5b89\u6392\u82e5\u5e72\u65f6\u95f4\u7684\u5b9e\u6218\u73af\u8282<\/strong>\uff0c\u5e2e\u52a9\u5927\u5bb6\u66f4\u597d\u7684\u638c\u63e1\u56e0\u679c\u63a8\u65ad\u7406\u8bba\u53ca\u5b9e\u9645\u5e94\u7528\u3002\u57f9\u8bad\u7ed3\u675f\u5317\u4eac\u5927\u5b66\u516c\u5171\u536b\u751f\u5b66\u9662\u751f\u7269\u7edf\u8ba1\u7cfb\u5c06\u4e3a\u5b8c\u6210\u8bfe\u7a0b\u7684\u5b66\u5458\u9881\u53d1\u8bc1\u4e66\u3002<\/strong>\u6700\u7ec8\u89e3\u91ca\u6743\u5f52\u5317\u4eac\u5927\u5b66\u516c\u5171\u536b\u751f\u5b66\u9662\u751f\u7269\u7edf\u8ba1\u7cfb\u6240\u6709\u3002<\/span><\/p>\n

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\u8bfe\u7a0b\u5927\u7eb2<\/strong><\/span><\/section>\n
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<\/h2>\n

\u77ed\u8bfe\/\u5927\u4f1a\u62a5\u540d<\/strong><\/span><\/h2>\n
\u6b22\u8fce\u5bf9\u77ed\u8bfe\u548c\u5927\u4f1a\u611f\u5174\u8da3\u7684\u4e1a\u754c\u670b\u53cb\u3001\u8001\u5e08\u3001\u540c\u5b66\u62a5\u540d\u53c2\u4e0e\uff01<\/span><\/section>\n
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\u8bba\u6587\u6d77\u62a5\u62db\u52df<\/strong><\/p>\n<\/section>\n<\/section>\n

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\u5982\u679c\u4f60\u5728\u8fc7\u53bb\u7684\u4e00\u5e74\u91cc\u6709\u56e0\u679c\u63a8\u65ad\u76f8\u5173\u7684\u7814\u7a76\u6210\u679c\uff0c\u6211\u4eec\u8bda\u631a\u5730\u9080\u8bf7\u4f60\u5728PCIC\u4f1a\u8bae\u4e0a\u8fdb\u884c\u6d77\u62a5\u5c55\u793a\uff0c\u5e76\u6709\u673a\u4f1a\u5728\u5927\u4f1a\u8fdb\u884c3-5\u5206\u949f\u7684\u53e3\u5934\u6c47\u62a5\u5c55\u793a<\/strong>\uff0c\u5c4a\u65f6\u5c06\u6709\u8bb8\u591a\u9876\u5c16\u4e13\u5bb6\u51fa\u5e2d\uff0c\u5c55\u793a\u7684\u5185\u5bb9\u5e76\u4e0d\u9650\u4e8e\u5df2\u7ecf\u53d1\u8868\u7684\u4f5c\u54c1\uff0c\u5177\u4f53\u65f6\u95f4\u53c2\u89c1\u65e5\u7a0b\u5b89\u6392\u3002\u5982\u6709\u610f\u613f\uff0c\u8bf7\u626b\u63cf\u4e0b\u65b9\u7684\u4e8c\u7ef4\u7801\u586b\u5199\u57fa\u672c\u4fe1\u606f\u5e76\u8fdb\u884c\u6ce8\u518c\uff0c\u622a\u6b62\u65e5\u671f2023\u5e749\u67087\u65e5<\/span>\u3002\u522b\u5fd8\u4e86\u6dfb\u52a0\u8054\u7cfb\u4eba\u7684\u5fae\u4fe1\uff0817613438759\uff09\uff01<\/span><\/p>\n

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\u4e3b\u529e\u5355\u4f4d<\/strong><\/p>\n<\/section>\n<\/section>\n

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\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/section>\n

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<\/section>\n

\u968f\u7740\u201c\u56e0\u679c\u9769\u547d\u201d\u5728\u4eba\u5de5\u667a\u80fd\u4e0e\u5927\u6570\u636e\u9886\u57df\u5f90\u5f90\u5c55\u5f00\uff0c\u4f5c\u4e3a\u8fde\u63a5\u56e0\u679c\u79d1\u5b66\u4e0e\u6df1\u5ea6\u5b66\u4e60\u6865\u6881\u7684\u56e0\u679c\u8868\u5f81\u5b66\u4e60\uff0c\u6210\u4e3a\u5907\u53d7\u5173\u6ce8\u7684\u524d\u6cbf\u65b9\u5411\u3002\u4ee5\u5f80\u7684\u6df1\u5ea6\u8868\u5f81\u5b66\u4e60\u5728\u6570\u636e\u964d\u7ef4\u4e2d\u4fdd\u7559\u4fe1\u606f\u5e76\u8fc7\u6ee4\u566a\u97f3\uff0c\u65b0\u5174\u7684\u56e0\u679c\u79d1\u5b66\u5219\u5f62\u6210\u4e86\u56e0\u679c\u63a8\u7406\u4e0e\u53d1\u73b0\u7684\u4e00\u7cfb\u5217\u65b9\u6cd5\u3002\u968f\u7740\u4e8c\u8005\u7ed3\u5408\uff0c\u56e0\u679c\u8868\u5f81\u5b66\u4e60\u6709\u671b\u50ac\u751f\u66f4\u5f3a\u5927\u7684\u65b0\u4e00\u4ee3AI\u3002<\/span><\/p>\n


<\/p>\n

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

\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/p>\n

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<\/p>\n

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\u56e0\u679c\u79d1\u5b66\u8bfb\u4e66\u4f1a\u7b2c\u4e8c\u5b63<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66 CausalAI \u5b9e\u9a8c\u5ba4\u4e3b\u4efb Elias Bareinboim \u5728\u5176 ACM \u9080\u8bf7\u6587\u7ae0\u4e2d\u63d0\u5230\uff1a\u201c\u5982\u679c\u6211\u4eec\u5e0c\u671b\u4e0b\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u662f\u5b89\u5168\u7684\uff0c\u7a33\u5065\u7684\uff0c\u4e0e\u4eba\u7c7b\u517c\u5bb9\u7684\uff0c\u63d0\u5347\u4eba\u7c7b\u793e\u4f1a\u798f\u7949\u7684\uff0c\u90a3\u4e48\u628a\u56e0\u679c\u4e4b\u68af\u548c\u4eba\u7c7b\u7ecf\u9a8c\u8fde\u63a5\u8d77\u6765\u662f\u81f3\u5173\u91cd\u8981\u7684\u6b65\u9aa4\u201d\u3002\u56de\u987e\u4eba\u7c7b\u4ece\u4e9a\u91cc\u58eb\u591a\u5fb7\u5f00\u59cb\u7684 2000 \u591a\u5e74\u7684\u56e0\u679c\u7814\u7a76\u5386\u7a0b\uff0c\u63a2\u6c42\u4e8b\u7269\u4e4b\u95f4\u7684\u56e0\u679c\u5173\u7cfb\u662f\u54f2\u5b66\u3001\u81ea\u7136\u79d1\u5b66\u548c\u793e\u4f1a\u79d1\u5b66\u7b49\u4f17\u591a\u7814\u7a76\u6240\u8ffd\u6c42\u7684\u7ec8\u6781\u76ee\u6807\u3002\u90a3\u4e48\u5982\u4f55\u8ba9 AI \u7cfb\u7edf\u8d85\u8d8a\u66f2\u7ebf\u62df\u5408\uff0c\u6500\u767b\u56e0\u679c\u4e4b\u68af\u601d\u8003\u4e3a\u4ec0\u4e48\uff0c\u5e76\u4f7f\u7528\u56e0\u679c\u5efa\u6a21\u56de\u7b54\u56e0\u679c\u95ee\u9898\uff1f\u662f\u672c\u6b21\u8bfb\u4e66\u4f1a\u5e0c\u671b\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/span><\/p>\n


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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/p>\n

\u8fde\u63a5\u7edf\u8ba1\u5b66\u3001\u673a\u5668\u5b66\u4e60\u4e0e\u81ea\u52a8\u63a8\u7406\u7684\u65b0\u5174\u4ea4\u53c9\u9886\u57df\u2014\u2014\u56e0\u679c\u79d1\u5b66\u8bfb\u4e66\u4f1a\u518d\u8d77\u822a<\/strong><\/a><\/p>\n


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\u56e0\u679c\u79d1\u5b66\u8bfb\u4e66\u4f1a\u7b2c\u4e00\u5b63<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u7531\u96c6\u667a\u4ff1\u4e50\u90e8\u793e\u533a\u6210\u5458\u9f9a\u9e64\u626c\u3001\u9ad8\u4ea6\u658c\u548c\u90ed\u745e\u4e1c\u7b49\u4eba\u5171\u540c\u53d1\u8d77\uff0c\u4ece2020\u5e748\u670826\u65e5\u52302021\u5e741\u67082\u65e5\uff0c\u5171\u6709\u5d14\u9e4f\u3001\u5468\u6653\u534e\u7b49\u8001\u5e08\u540c\u5b66\u5728\u5185\u768432\u4f4d\u8bb2\u8005\uff0c\u5206\u4eab\u4e8632\u4e2a\u4e0d\u540c\u7684\u4e3b\u9898\uff0cB\u7ad9\u4eba\u6c14\u7d2f\u79ef10\u4e07+\uff0c\u6765\u81ea\u6d77\u5185\u5916\u4e0d\u540c\u9ad8\u6821\u6216\u8005\u4f01\u4e1a\u7684\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005273\u540d\uff0c\u56e0\u679c\u8bfb\u4e66\u4f1a\u501f\u52a9\u96c6\u4f53\u667a\u6167\uff0c\u5728100\u591a\u5929\u7684\u65f6\u95f4\u91cc\uff0c\u64ac\u52a8\u4e86\u6570\u5341\u4e07\u4eba\u6b21\u7684\u5171\u540c\u53c2\u4e0e\uff0c\u5f62\u6210\u4e86\u4e00\u573a\u56e0\u679c\u79d1\u5b66\u98ce\u66b4\uff01<\/span><\/a><\/p>\n


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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/p>\n

\u56e0\u679c\u79d1\u5b66\u4e0e Causal AI \u7cfb\u5217\u8bfb\u4e66\u4f1a | \u4f17\u5305\u51fa\u4e66<\/a><\/span><\/strong><\/span><\/p>\n


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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u53c2\u4e0e<\/span><\/strong><\/p>\n

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