{"id":23625,"date":"2021-02-01T19:41:46","date_gmt":"2021-02-01T11:41:46","guid":{"rendered":"https:\/\/swarma.org\/?p=23625"},"modified":"2021-02-01T19:41:46","modified_gmt":"2021-02-01T11:41:46","slug":"%e5%a4%8d%e6%9d%82%e6%80%a7%e7%a7%91%e5%ad%a6%e8%ae%ba%e6%96%87%e6%8e%a8%e8%8d%908%e7%af%87-complexity-express%e4%b8%80%e5%91%a8%e7%b2%be%e9%80%89","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=23625","title":{"rendered":"\u590d\u6742\u6027\u79d1\u5b66\u8bba\u6587\u63a8\u83508\u7bc7 | Complexity Express\u4e00\u5468\u7cbe\u9009"},"content":{"rendered":"
\u96c6\u667a\u6591\u56fe\u9876\u520a\u8bba\u6587\u901f\u9012\u680f\u76ee\u4e0a\u7ebf\u4ee5\u6765\uff0c\u6301\u7eed\u6536\u5f55\u6765\u81eaNature\u3001Science\u7b49\u9876\u520a\u7684\u6700\u65b0\u8bba\u6587\uff0c\u8ffd\u8e2a\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\u3002\u73b0\u5728\u6b63\u5f0f\u63a8\u51fa\u8ba2\u9605\u529f\u80fd\uff0c\u6bcf\u5468\u901a\u8fc7\u5fae\u4fe1\u670d\u52a1\u53f7\u300c\u96c6\u667a\u6591\u56fe\u300d\u63a8\u9001\u8bba\u6587\u4fe1\u606f\u3002<\/p>\n

\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\uff0c\u5173\u6ce8\u201c\u96c6\u667a\u6591\u56fe\u201d\u670d\u52a1\u53f7\uff0c\u5373\u53ef\u8ba2\u9605Complexity Express\uff1a             <\/p>\n


Complexity Express \u4e00\u5468\u8bba\u6587\u7cbe\u9009<\/p>\n

\u4ee5\u4e0b\u662f2021\u5e741\u670825\u65e5-31\u65e5\u6765\u81eaComplexity Express\u7684\u590d\u6742\u6027\u79d1\u5b66\u8bba\u6587\u7cbe\u9009\u3002\u5982\u679cComplexity Express\u5217\u8868\u4e2d\u6709\u4f60\u611f\u5174\u8da3\u7684\u8bba\u6587\uff0c\u6b22\u8fce\u70b9\u8d5e\u63a8\u8350\uff0c\u6211\u4eec\u4f1a\u4f18\u5148\u7ec4\u7ec7\u89e3\u8bfb~<\/p>\n

1.\u5fc3\u667a\u7406\u8bba\u7684\u795e\u7ecf\u673a\u5236\uff1a
\u5355\u4e2a\u795e\u7ecf\u5143\u5982\u4f55\u9884\u6d4b\u4ed6\u4eba\u4fe1\u5ff5
 \u671f\u520a\u6765\u6e90\uff1aNature
\u8bba\u6587\u9898\u76ee\uff1aSingle-neuronal predictions of others\u2019 beliefs in humans\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s41586-021-03184-0<\/p>\n

\u4eba\u7c7b\u7684\u793e\u4f1a\u884c\u4e3a\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u6211\u4eec\u5bf9\u4ed6\u4eba\u5fc3\u7406\uff08\u4fe1\u5ff5\uff09\u548c\u884c\u4e3a\u7684\u63a8\u7406\uff0c\u8fd9\u88ab\u79f0\u4e3a\u5fc3\u667a\u7406\u8bba\uff08theory of mind\uff09\u3002\u4eba\u7c7b\u5fc3\u667a\u7406\u8bba\u5728\u793e\u4f1a\u8ba4\u77e5\u4e2d\u626e\u6f14\u5173\u952e\u89d2\u8272\uff0c\u5728\u5927\u8111\u5c40\u90e8\u7f51\u7edc\u5c42\u9762\u5df2\u7ecf\u6709\u5927\u91cf\u5173\u4e8e\u4eba\u7c7b\u793e\u4f1a\u63a8\u7406\u80fd\u529b\u7684\u7814\u7a76\uff0c\u4f46\u5fc3\u667a\u7406\u8bba\u5728\u7ec6\u80de\u5c42\u9762\u7684\u673a\u5236\u76ee\u524d\u5c1a\u672a\u6e05\u6670\uff0c\u7f3a\u5c11\u53ef\u9760\u7684\u52a8\u7269\u5b9e\u9a8c\u30021\u670827\u7684 Nature \u520a\u8f7d\u4e00\u9879\u54c8\u4f5b\u533b\u5b66\u9662 Ziv M. Williams \u5c0f\u7ec4\u7684\u7814\u7a76\uff0c\u5229\u7528\u524d\u989d\u53f6\u76ae\u5c42\u5355\u4e2a\u7ec6\u80de\u7684\u5b9e\u9a8c\u8bb0\u5f55\uff0c\u8bd5\u56fe\u786e\u5b9a\u795e\u7ecf\u5143\u662f\u600e\u6837\u7f16\u7801\u5173\u4e8e\u4ed6\u4eba\u4fe1\u5ff5\u7684\u4fe1\u606f\uff0c\u5e76\u4e14\u5c06\u81ea\u6211\u548c\u4ed6\u4eba\u7684\u4fe1\u5ff5\u533a\u5206\u5f00\u3002 \u8ddf\u8e2a\u4eba\u7c7bdmPFC\u4e2d\u4ed6\u4eba\u4fe1\u5ff5\u7684\u5355\u7ec6\u80de\u8868\u5f81 \u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0c\u7814\u7a76\u8005\u5229\u7528\u81ea\u9002\u5e94\u7684\u591a\u7535\u6781\u5fae\u9635\u5217\u6765\u8bb0\u5f55\u88ab\u8bd5\u7684\u80cc\u4fa7\u4e2d\u524d\u989d\u53f6\u76ae\u5c42\uff08dmPFC\uff09\u7ec6\u80de\uff0c\u8be5\u533a\u57df\u88ab\u8ba4\u4e3a\u4e0e\u793e\u4f1a\u63a8\u7406\u80fd\u529b\u6709\u5173\u3002\u5fc3\u667a\u7406\u8bba\u4e3b\u8981\u7531\u4e24\u90e8\u5206\u7ec4\u6210\uff0c\u5373\u63a8\u7406\u4ed6\u4eba\u4fe1\u5ff5\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u533a\u5206\u4ed6\u4eba\u4fe1\u5ff5\u548c\u81ea\u6211\u4fe1\u5ff5\u7684\u80fd\u529b\uff0c\u8be5\u7814\u7a76\u9488\u5bf9\u4e0d\u540c\u573a\u666f\u8bbe\u8ba1\u5b9e\u9a8c\uff0c\u89c2\u5bdf\u5230\u795e\u7ecf\u5143\u7ec6\u80de\u884c\u4e3a\u51fa\u73b0\u663e\u8457\u7684\u53d8\u5316\u3002\u8be5\u8bba\u6587\u63ed\u793a\u4e86\u4eba\u7c7bdmPFC\u4e2d\u7684\u795e\u7ecf\u5143\u8d1f\u8d23\u7f16\u7801\u5173\u4e8e\u4ed6\u4eba\u4fe1\u5ff5\u7684\u4fe1\u606f\uff0c\u8fd9\u662f\u7b2c\u4e00\u6b21\u5728\u5355\u4e2a\u795e\u7ecf\u5143\u7ec6\u80de\u5c42\u9762\u7814\u7a76\u5fc3\u667a\u7406\u8bba\u3002  2.\u7a33\u5b9a\u5468\u671f\u6ce2\u52a8\u79cd\u7fa4\u4e2d\u7684\u8fdb\u5316\u7a33\u5b9a\u7b56\u7565
 \u671f\u520a\u6765\u6e90\uff1aPNAS
\u8bba\u6587\u9898\u76ee\uff1aEvolutionarily stable strategies in stable and periodically fluctuating populations: The Rosenzweig\u2013MacArthur predator\u2013prey model\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/content\/118\/4\/e2017463118<\/p>\n

\u8fdb\u5316\u7a33\u5b9a\u7b56\u7565\uff08ESS\uff09\u662f\u6307\u5982\u679c\u7fa4\u4f53\u4e2d\u7edd\u5927\u90e8\u5206\u90fd\u91c7\u7528\u67d0\u79cd\u9002\u5e94\u7b56\u7565\uff0c\u5c31\u4e0d\u4f1a\u88ab\u4efb\u4f55\u504f\u79bb\uff08\u7a81\u53d8\uff09\u7684\u7b56\u7565\u6240\u63a8\u7ffb\u66ff\u4ee3\uff0c\u5b83\u5728\u751f\u6001\u5b66\u548c\u8fdb\u5316\u751f\u7269\u5b66\u5e94\u7528\u5e7f\u6cdb\u3002\u8fdb\u5316\u7a33\u5b9a\u7b56\u7565\u7684\u5047\u8bbe\u662f\u751f\u6001\u7cfb\u7edf\u5177\u6709\u7a33\u5b9a\u7684\u52a8\u529b\u5b66\uff0c\u4f46\u771f\u5b9e\u7684\u751f\u6001\u7cfb\u7edf\u5728\u65f6\u95f4\u4e0a\u6216\u591a\u6216\u5c11\u6709\u4e00\u5b9a\u7684\u5468\u671f\u6ce2\u52a8\u6027\uff0c\u6355\u98df-\u88ab\u6355\u98df\u7cfb\u7edf\u662f\u5176\u5178\u578b\u30021\u670826\u65e5\u7684 PNAS \u520a\u8f7d\u4e00\u7bc7\u8bba\u6587\uff0c\u5229\u7528 Rosenzweig-MacArthur \u6355\u98df-\u88ab\u6355\u98df\u6a21\u578b\uff0c\u7814\u7a76\u4e86\u6355\u98df\u8005\u548c\u88ab\u6355\u98df\u8005\u5728\u7a33\u5b9a\/\u5468\u671f\u6ce2\u52a8\u4e0b\u7684\u79cd\u7fa4\u8fdb\u5316\u52a8\u529b\u5b66\uff0c\u7ed9\u51fa\u4e86\u8fdb\u5316\u7a33\u5b9a\u7b56\u7565\u51fa\u73b0\u7684\u7279\u5b9a\u6570\u5b66\u6761\u4ef6\u3002 \u65b9\u7a0b\u7684\u76f8\u56fe\uff0c\u8be5\u7cfb\u7edf\u6709\u4e09\u4e2a\u6781\u9650\u70b9\uff0c\u6700\u591a\u6709\u4e00\u4e2a\u6781\u9650\u73af \u9488\u5bf9\u5468\u671f\u6027\u7684\u6355\u98df-\u88ab\u6355\u98df\u7cfb\u7edf\uff0c\u8be5\u7814\u7a76\u5efa\u7acb\u4e86\u5305\u542b\u56db\u4e2a\u65b9\u7a0b\u7684\u5e38\u5fae\u5206\u65b9\u7a0b\u7ec4\uff0c\u8bc1\u660e\u4e86\u5468\u671f\u89e3\u7684\u674e\u96c5\u666e\u8bfa\u592b\u7a33\u5b9a\u6027\u2014\u2014\u5f53\u65f6\u95f4\u53d8\u957f\uff0c\u79cd\u7fa4\u5c06\u63a5\u8fd1\u6781\u9650\u79cd\u7fa4\uff0c\u6a21\u578b\u5c06\u6709\u7a33\u5b9a\u7684\u5e73\u8861\u89e3\u3002\u8be5\u7814\u7a76\u8fd8\u8fdb\u4e00\u6b65\u786e\u8ba4\u4e86\u8fdb\u5316\u662f\u901a\u8fc7\u53d8\u5f02\u7c7b\u578b\u7684\u751f\u6001\u8fc7\u7a0b\u53d1\u751f\u7684\uff0c\u8fd9\u4e9b\u53d8\u5f02\u7c7b\u578b\u80fd\u591f\u5165\u4fb5\u5904\u4e8e\u7a33\u5b9a\u72b6\u6001\u7684\u751f\u6001\u7cfb\u7edf\uff08\u6216\u79cd\u7fa4\uff09\u2014\u2014\u65e0\u8bba\u662f\u7a33\u5b9a\u5e73\u8861\u8fd8\u662f\u6781\u9650\u5faa\u73af\u3002\u6bcf\u5f53\u53d8\u5f02\u7c7b\u578b\u5165\u4fb5\uff0c\u8fdb\u5316\u5c31\u4f1a\u53d1\u751f\uff0c\u7cfb\u7edf\u7684\u751f\u6001\u5c31\u4f1a\u53d8\u5316\u3002 
3.\u6709\u5411\u56fe\u7684\u7279\u5f81\u5411\u91cf\u7684\u5c40\u90e8\u6027\u4e0e\u666e\u904d\u6027
 \u671f\u520a\u6765\u6e90\uff1aPhysical Review Letters
\u8bba\u6587\u9898\u76ee\uff1aLocalization and Universality of Eigenvectors in Directed Random Graphs\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/journals.aps.org\/prl\/abstract\/10.1103\/PhysRevLett.126.040604<\/p>\n

\u6709\u5411\u56fe\u53ef\u4ee5\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u3001\u751f\u6001\u7cfb\u7edf\u3001\u57fa\u56e0\u8c03\u63a7\u7f51\u7edc\u4ee5\u53ca\u793e\u4ea4\u7f51\u7edc\u7b49\u91cd\u8981\u7684\u590d\u6742\u7cfb\u7edf\uff0c\u56e0\u6b64\u7406\u89e3\u6709\u5411\u56fe\u7684\u62d3\u6251\u7ed3\u6784\u5bf9\u5176\u52a8\u529b\u5b66\u7684\u5173\u7cfb\u6709\u7740\u91cd\u8981\u610f\u4e49\u3002\u7136\u800c\uff0c\u5c3d\u7ba1\u968f\u673a\u56fe\u7684\u9891\u8c31\u7279\u6027\u4e00\u76f4\u662f\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u7684\u5173\u6ce8\u91cd\u70b9\uff0c\u4f46\u76ee\u524d\u8fd8\u6ca1\u6709\u5bf9\u6709\u5411\u56fe\u7684\u53f3\u7279\u5f81\u5411\u91cf\u7684\u7cbe\u786e\u5206\u6790\u30021\u670829\u65e5\u53d1\u8868\u5728 PRL \u4e0a\u7684\u4e00\u7bc7\u6587\u7ae0\u5bf9\u6709\u5411\u52a0\u6743\u968f\u673a\u56fe\uff08\u5177\u6709\u89c4\u5b9a\u7684\u5ea6\u5206\u5e03\u4e0e\u968f\u673a\u7684\u52a0\u6743\u8fde\u8fb9\uff09\u7684\u53f3\u7279\u5f81\u5411\u91cf\u8fdb\u884c\u4e86\u7edf\u8ba1\u5206\u6790\u3002
\u6ee1\u8db3\u540c\u6837\u5206\u5e03\u7684\u6709\u5411\u968f\u673a\u56fe\u7684\u4e09\u6b21\u5b9e\u73b0\uff08\u5206\u522b\u7528\u5706\u5f62\u3001\u6b63\u65b9\u5f62\u3001\u4e09\u89d2\u5f62\u8868\u793a\uff09\uff0c\u56fe\u7684\u5165\u5ea6\u4e0e\u51fa\u5ea6\u6ee1\u8db3\u6cca\u677e\u5206\u5e03\uff0c\u8fde\u8fb9\u6743\u91cd\u6ee1\u8db3\u5747\u503c\u4e0e\u65b9\u5dee\u5747\u4e3a\u4e00\u7684\u9ad8\u65af\u5206\u5e03\u3002<\/p>\n

\u8be5\u6587\u7ae0\u5f97\u51fa\u4e86\u53cd\u6bd4\u53c2\u4e0e\u7387\uff08inverse participation ratio\uff0cIPR\uff09\u7684\u7cbe\u786e\u89e3\u6790\u8868\u8fbe\u5f0f\uff0c\u5e76\u8bc1\u660e\u4e86\u5e73\u5747\u5ea6\u8f83\u5c0f\u7684\u6709\u5411\u968f\u673a\u56fe\u7684\u53f3\u7279\u5f81\u5411\u91cf\u662f\u5c40\u90e8\u7684\u3002\u5982\u679c\u5ea6\u5206\u5e03\u7684\u56db\u9636\u77e9\u662f\u6709\u9650\u7684\uff0c\u5219\u5c40\u90e8\u6027\u8f6c\u53d8\u7684\u4e34\u754c\u503c\u4e0e\u5ea6\u6ce2\u52a8\u65e0\u5173\uff0c\u8fd9\u4e0e\u65e0\u5411\u56fe\u4e2d\u7684\u60c5\u51b5\u4e0d\u540c\u3002\u6587\u7ae0\u8fd8\u8868\u660e\uff0c\u5728\u9ad8\u8fde\u901a\u60c5\u51b5\u4e0b\u53f3\u7279\u5f81\u5411\u91cf\u7684\u5206\u5e03\u4ec5\u7531\u5ea6\u5206\u5e03\u786e\u5b9a\u3002 
4.\u4eba\u7c7b\u7684\u591a\u4efb\u52a1\u5f3a\u5316\u5b66\u4e60
 \u671f\u520a\u6765\u6e90\uff1aNature Human Behaviour
\u8bba\u6587\u9898\u76ee\uff1aMulti-task reinforcement learning in humans\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s41562-020-01035-y<\/p>\n

\u8de8\u4efb\u52a1\u4f20\u9012\u77e5\u8bc6\u5e76\u6982\u62ec\u4e3a\u65b0\u77e5\u8bc6\u7684\u80fd\u529b\u662f\u4eba\u7c7b\u667a\u80fd\u7684\u91cd\u8981\u6807\u5fd7\u3002\u7136\u800c\uff0c\u6211\u4eec\u5bf9\u4e8e\u4eba\u7c7b\u7684\u591a\u4efb\u52a1\u5f3a\u5316\u5b66\u4e60\u65b9\u6cd5\u77e5\u4e4b\u751a\u5c11\u30021 \u6708 28 \u65e5\u53d1\u8868\u5728 Nature Human Behaviour \u4e0a\u7684\u4e00\u7bc7\u6587\u7ae0\u901a\u8fc7\u6bd4\u8f83\u4eba\u7c7b\u7b56\u7565\u4e0e\u591a\u79cd\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u505a\u51fa\u7684\u51b3\u7b56\u7684\u5f02\u540c\uff0c\u63a2\u7a76\u4e86\u4eba\u7c7b\u91c7\u7528\u7684\u5f3a\u5316\u5b66\u4e60\u65b9\u6cd5\uff0c\u4e30\u5bcc\u4e86\u6211\u4eec\u5bf9\u4e8e\u590d\u6742\u73af\u5883\u4e2d\u4eba\u7c7b\u5b66\u4e60\u65b9\u6cd5\u7684\u7406\u89e3\u3002
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 \u8be5\u6587\u7ae0\u4f7f\u7528\u4e0d\u540c\u7684\u5956\u52b1\u7814\u7a76\u4e86\u53c2\u4e0e\u8005\u5728\u4e24\u6b65\u51b3\u7b56\u4efb\u52a1\u4e2d\u7684\u884c\u4e3a\uff0c\u5e76\u6bd4\u8f83\u5176\u884c\u4e3a\u4e0e\u4e24\u79cd\u7528\u4e8e\u591a\u4efb\u52a1\u5f3a\u5316\u5b66\u4e60\u7684\u7b97\u6cd5\u7684\u76f8\u4f3c\u6027\uff0c\u4ee5\u63a8\u65ad\u4eba\u7c7b\u4f7f\u7528\u7684\u5f3a\u5316\u5b66\u4e60\u65b9\u6cd5\u3002\u901a\u8fc7\u4e09\u4e2a\u63a2\u7d22\u6027\u5b9e\u9a8c\u548c\u4e00\u4e2a\u5927\u578b\u786e\u8ba4\u6027\u5b9e\u9a8c\uff0c\u8bc1\u660e\u4e86\u53c2\u4e0e\u8005\u4f7f\u7528\u4e86\u4e00\u79cd\u5c06\u5148\u524d\u5b66\u4e60\u7684\u7b56\u7565\u6620\u5c04\u5230\u65b0\u60c5\u5883\u7684\u5b66\u4e60\u65b9\u6cd5\u3002 
5.\u5927\u6d41\u884c\u671f\u95f4\u7684\u7406\u6027\u51b3\u7b56
 \u671f\u520a\u6765\u6e90\uff1aPNAS
\u8bba\u6587\u9898\u76ee\uff1aRational policymaking during a pandemic\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/content\/118\/4\/e2012704118<\/p>\n

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6.\u5206\u4eab\u578b\u5171\u751f\u751f\u7269\uff1a\u81ea\u7136\u7ade\u4e89\u4e2d\u7684\u8c03\u89e3\u5458
 \u671f\u520a\u6765\u6e90\uff1aNature Communications
\u8bba\u6587\u9898\u76ee\uff1aLimitation by a shared mutualist promotes coexistence of multiple competing partners\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s41467-021-20922-0<\/p>\n

\u65e0\u8bba\u662f\u4eba\u7c7b\u793e\u4f1a\u8fd8\u662f\u81ea\u7136\u73af\u5883\u90fd\u5b58\u5728\u591a\u4e2a\u4e2a\u4f53\u3001\u7269\u79cd\u5171\u751f\u7684\u73af\u5883\u3002\u4e5f\u5fc5\u7136\u4f1a\u5b58\u5728\u5bf9\u4e00\u79cd\u6709\u9650\u8d44\u6e90\u7684\u7ade\u4e89\u5173\u7cfb\u3002\u5f53\u7ade\u4e89\u51fa\u73b0\u7684\u65f6\u5019\uff0c\u4f18\u52bf\u7269\u79cd\u8d62\u5bb6\u901a\u5403\u7684\u73b0\u8c61\u4f1a\u7834\u574f\u751f\u6001\u591a\u6837\u6027\uff0c\u4ece\u800c\u5f71\u54cd\u7cfb\u7edf\u7684\u7a33\u5b9a\u3002\u56e0\u6b64\u4e00\u4e2a\u751f\u6001\u7cfb\u7edf\u4e2d\u4e5f\u5fc5\u7136\u5b58\u5728\u80fd\u7ea6\u675f\u7ade\u4e89\u7684\u56e0\u7d20\u3002\u660e\u5c3c\u82cf\u8fbe\u5927\u5b66\u7684 Sarah P. Hammarlund \u548c\u5176\u4ed6\u5408\u4f5c\u8005\u5c31\u5bf9\u8fd9\u4e00\u95ee\u9898\u8fdb\u884c\u4e86\u5206\u6790\uff0c\u7814\u7a76\u6210\u679c\u4e8e 2021 \u5e74 1 \u6708 27 \u65e5\u53d1\u8868\u5728 Nature Communications \u4e0a\u3002 \u5728\u914d\u5bf9\u5171\u751f\u7269\u79cd\uff08 partner mutualist\uff0c PM\uff09\u5bf9\u6709\u4e00\u79cd\u8d44\u6e90\u7684\u4e89\u593a\u4e2d\uff0c\u4f1a\u4ee3\u8c22\u51fa\u65b0\u7684\u8d44\u6e90\uff0c\u800c\u4ee3\u8c22\u4ea7\u7269\u53c8\u53ef\u4ee5\u88ab\u5206\u4eab\u5171\u751f\u751f\u7269\uff08shared mutualist\uff0cSM\uff09\u5229\u7528\u5e76\u4ea7\u751f\u65b0\u7684\u8d44\u6e90\u4f9b\u524d\u8005\u4f7f\u7528\u3002 \u914d\u5bf9\u5171\u751f\u7269\u79cd\u4e0e\u5206\u4eab\u5171\u751f\u7269\u79cd\u4e4b\u95f4\u7684\u4e92\u52a8\u5173\u7cfb\uff08\u5de6\u56fe\uff09\uff0c\u7814\u7a76\u5b9e\u9a8c\u793a\u610f\u56fe\uff08\u53f3\u56fe\uff09
 \u5728\u7814\u7a76\u8005\u7684\u5b9e\u9a8c\u4e2d\uff0c\u4e24\u79cd\u5927\u80a0\u5e72\u7fa4\u5b58\u5728\u4e0d\u540c\u7684\u6c28\u57fa\u9178\u7f3a\u9677\uff0c\u56e0\u6b64\u90fd\u9700\u8981\u80a0\u9053\u6c99\u95e8\u6c0f\u83cc\u201c\u5206\u4eab\u201d\u6240\u7f3a\u5c11\u7684\u6c28\u57fa\u9178\u3002\u867d\u7136\u4e24\u79cd\u5927\u80a0\u6746\u83cc\u7684\u751f\u957f\u901f\u7387\u4e0d\u540c\uff0c\u4f46\u56e0\u4e3a\u5bf9\u80a0\u9053\u6c99\u95e8\u6c0f\u83cc\u7684\u4f9d\u8d56\uff0c\u7269\u79cd\u4e4b\u95f4\u7684\u5f7c\u6b64\u7ade\u4e89\u4e5f\u53d7\u5230\u4e86\u80a0\u9053\u6c99\u95e8\u6c0f\u83cc\u751f\u957f\u901f\u7387\u7684\u9650\u5236\u3002\u8fd9\u9879\u7814\u7a76\u8868\u660e\uff0c\u901a\u8fc7\u5bf9\u80a0\u9053\u6c99\u95e8\u6c0f\u83cc\u751f\u957f\u901f\u7387\u7684\u9002\u5f53\u8c03\u8282\u5c31\u53ef\u4ee5\u5b9e\u73b0\u751f\u6001\u7cfb\u7edf\u4e2d\u7269\u79cd\u591a\u6837\u6027\u7684\u5e73\u8861\u3002  7.\u7269\u79cd\u5728\u9ad8\u5ea6\u5165\u4fb5\u7684\u79cd\u5b50\u4f20\u64ad\u7f51\u7edc\u4e2d\u89d2\u8272\u7684\u751f\u6001\u5b66\u76f8\u5173\u6027
 \u671f\u520a\u6765\u6e90\uff1aPNAS
\u8bba\u6587\u9898\u76ee\uff1aEcological correlates of species\u2019 roles in highly invaded seed dispersal networks\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/content\/118\/4\/e2009532118<\/p>\n

\u7269\u79cd\u5165\u4fb5\u548c\u5f15\u5165\u6b63\u5728\u4e16\u754c\u8303\u56f4\u5185\u6084\u6084\u5730\u91cd\u5851\u7740\u5f53\u5730\u7684\u751f\u6001\u7cfb\u7edf\u3002\u5165\u4fb5\u7269\u79cd\u548c\u672c\u5730\u7269\u79cd\u6784\u6210\u4e86\u65b0\u7684\u6df7\u5408\u751f\u6001\u7cfb\u7edf\uff0c\u4e5f\u5f62\u6210\u4e86\u65b0\u7684\u7269\u79cd\u76f8\u4e92\u4f5c\u7528\u7f51\u3002\u867d\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d\uff0c\u5165\u4fb5\u7269\u79cd\u53ef\u80fd\u626e\u6f14\u7740\u91cd\u8981\u89d2\u8272\uff0c\u9a71\u52a8\u751f\u6001\u7cfb\u7edf\u7ed3\u6784\u548c\u529f\u80fd\u7684\u6539\u53d8\uff0c\u751a\u81f3\u662f\u4fc3\u8fdb\u8fdb\u5316\u548c\u706d\u7edd\u3002\u7136\u800c\uff0c\u5165\u4fb5\u7269\u79cd\u5728\u5168\u65b0\u7684\u76f8\u4e92\u4f5c\u7528\u7f51\u4e2d\u6240\u626e\u6f14\u7684\u89d2\u8272\u548c\u80cc\u540e\u8574\u542b\u7684\u4f5c\u7528\u673a\u7406\u4e0e\u8fc7\u7a0b\u5374\u9c9c\u6709\u4eba\u77e5\u3002 2021\u5e741\u670826\u65e5\u53d1\u8868\u5728 PNAS \u4e0a\u7684\u4e00\u7bc7\u6587\u7ae0\u9488\u5bf9\u4eba\u7c7b\u6539\u9020\u751f\u6001\u7cfb\u7edf\u7684\u6781\u7aef\u6848\u4f8b\u4e4b\u4e00\u2014\u2014\u590f\u5a01\u5937\u6b27\u80e1\u5c9b\uff08O\u02bbahu\uff09\u8fdb\u884c\u7814\u7a76\uff0c\u53d1\u73b0\u6b27\u80e1\u5c9b\u7684\u5916\u6765\u5165\u4fb5\u7269\u79cd\u6bd4\u672c\u5730\u7269\u79cd\u66f4\u80fd\u5851\u9020\u690d\u7269\u79cd\u5b50\u4f20\u64ad\u7f51\u7edc\uff08SDN, Seed dispersal network\uff09\uff0c\u57fa\u4e8e\u751f\u6001\u4f4d\uff08niche-based\uff09\u8fc7\u7a0b\u5bf9\u4e8e\u7f51\u7edc\u7ed3\u6784\u5f71\u54cd\u975e\u5e38\u5927\u3002 \u5206\u6563\u8005(A)\u548c\u690d\u7269(B)\u5728\u590f\u5a01\u5937\u6b27\u80e1\u5c9b\u79cd\u5b50\u4f20\u64ad\u7f51\u7edc\u4e2d\u6240\u626e\u6f14\u89d2\u8272\u7684\u751f\u6001\u76f8\u5173\u6027 \u7269\u79cd\u89d2\u8272\u7684\u751f\u6001\u76f8\u5173\u6027\uff08ecological correlates\uff09\u5982\u884c\u4e3a\u3001\u4e30\u5bcc\u6027\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4e0e\u539f\u751f\u7f51\u7edc\u76f8\u4f3c\uff0c\u4f46\u6700\u91cd\u8981\u7684\u751f\u6001\u76f8\u5173\u6027\u4f1a\u968f\u7a7a\u95f4\u5c3a\u5ea6\u548c\u8425\u517b\u7ed3\u6784\u800c\u53d8\u5316\uff0c\u8fd9\u8868\u660e\u5206\u522b\u7814\u7a76\u8fd9\u4e9b\u56e0\u7d20\u5bf9\u4e8e\u63ed\u793a\u7269\u79cd\u5bf9\u7f51\u7edc\u7ed3\u6784\u7684\u5f71\u54cd\u6709\u7740\u91cd\u8981\u610f\u4e49\u3002\u6b64\u5916\uff0c\u7814\u7a76\u7269\u79cd\u89d2\u8272\u5728\u751f\u6001\u7cfb\u7edf\u4e2d\u6240\u626e\u6f14\u89d2\u8272\u548c\u5176\u673a\u7406\uff0c\u53ef\u4ee5\u5229\u7528\u7279\u5f81\u6765\u8bc6\u522b\u54ea\u4e9b\u7269\u79cd\u53ef\u4ee5\u4ece\u751f\u6001\u7cfb\u7edf\u4e2d\u79fb\u9664\u6216\u5f15\u5165\uff08\u5982\u79cd\u5b50\u4f20\u64ad\uff09\uff0c\u4ee5\u8fbe\u5230\u6539\u5584\u751f\u6001\u7cfb\u7edf\u529f\u80fd\u7684\u76ee\u7684\u3002 
8.\u865a\u5047\u4fe1\u606f\u7f51\u7edc\u4e2d\u5f71\u54cd\u56e0\u5b50\u7684\u81ea\u52a8\u68c0\u6d4b
 \u671f\u520a\u6765\u6e90\uff1aPNAS
\u8bba\u6587\u9898\u76ee\uff1aAutomatic detection of influential actors in disinformation networks\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.pnas.org\/content\/118\/4\/e2011216118<\/p>\n

\u6570\u5b57\u901a\u4fe1\u548c\u793e\u4ea4\u5a92\u4f53\u7684\u6b66\u5668\u5316\u52a9\u957f\u4e86\u5927\u89c4\u6a21\u4e14\u9ad8\u901f\u7684\u865a\u5047\u4fe1\u606f\u8fd0\u52a8\uff0c\u8fd9\u5bf9\u7cbe\u51c6\u8bc6\u522b\u548c\u6709\u6548\u6253\u51fb\u8d1f\u9762\u5f71\u54cd\u529b\u8fd0\u8425\uff08influence operations\uff0cIOs\uff09\u63d0\u51fa\u4e86\u65b0\u7684\u6311\u6218\u3002\u5ba3\u4f20\u81ea\u53e4\u4ee5\u6765\u662f\u6cbb\u56fd\u7406\u653f\u7684\u624b\u6bb5\u4e4b\u4e00\uff0c\u5728\u4e92\u8054\u7f51\u8bde\u751f\u4e4b\u540e\u66f4\u662f\u5982\u6b64\u3002\u73b0\u5728\u8bb8\u591a\u5927\u56fd\u901a\u8fc7\u5229\u7528\u4e92\u8054\u7f51\u4f20\u64ad\u865a\u5047\u4fe1\u606f\u4ee5\u6df7\u6dc6\u89c6\u542c\uff0c\u6d88\u51cf\u7ade\u4e89\u5bf9\u624b\u5b9e\u529b\u30022021\u5e741\u670826\u65e5\u53d1\u8868\u5728 PNAS \u7684\u4e00\u7bc7\u8bba\u6587\u4e2d\uff0c\u63d0\u51fa\u4e86\u4e00\u4e2a\u7528\u4e8e\u81ea\u52a8\u68c0\u6d4b\u865a\u5047\u4fe1\u606f\u3001\u7f51\u7edc\u548c\u5f71\u54cd\u56e0\u5b50\uff08influential actors\uff09\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u6846\u67b6\u3002\u8be5\u6846\u67b6\u96c6\u6210\u4e86\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u673a\u5668\u5b66\u4e60\u3001\u56fe\u50cf\u5206\u6790\u548c\u7f51\u7edc\u56e0\u679c\u5206\u6790\u7b49\uff0c\u4ee5\u91cf\u5316\u4e2a\u4f53\u53c2\u4e0e\u8005\u5728IO\u4fe1\u606f\u4f20\u64ad\u4e2d\u7684\u5f71\u54cd\u3002 \u7aef\u5230\u7aefIO\u68c0\u6d4b\u548c\u8868\u5f81\u7684\u7cfb\u7edf\u6846\u67b6\u793a\u610f\u56fe \u8be5\u7814\u7a76\u5efa\u7acb\u4e00\u79cd\u53ef\u7528\u4e8e\u68c0\u6d4b\u5df2\u77e5IO\u8d26\u6237\u7684\u5206\u7c7b\u5668\uff0c\u5e76\u75282017\u5e74\u6cd5\u56fd\u603b\u7edf\u9009\u4e3e\u79cd\u624b\u673a\u7684\u771f\u5b9e\u793e\u4ea4\u5a92\u4f53\u6570\u636e\u548c\u63a8\u7279\u516c\u5e03\u7684\u5df2\u77e5IO\u8d26\u6237\u4e3a\u4f8b\u8fdb\u884c\u6848\u4f8b\u5206\u6790\u3002\u7ed3\u679c\u663e\u793a\u8be5\u5206\u7c7b\u5668\u7684\u51c6\u786e\u7387\u4e3a96%\uff0c\u53ec\u56de\u7387\u4e3a79%\uff0cAUPRC\u6307\u6807\u4e3a96%\uff0c\u540c\u65f6\u9ad8\u5f71\u54cd\u529b\u7684IO\u8d26\u6237\u8131\u79bb\u57fa\u4e8e\u6d3b\u52a8\u8ba1\u6570\uff08activity counts\uff09\u548c\u7f51\u7edc\u4e2d\u5fc3\u6027\uff08network centrality\uff09\u7684\u4f20\u7edf\u5f71\u54cd\u529b\u7edf\u8ba1\u8303\u56f4\u3002<\/p>\n

\u96c6\u667a\u65b0\u680f\u76eeComplexity Express \u4e0a\u7ebf\u5566\uff01<\/p>\n

Complex World, Simple Rules.\u590d\u6742\u4e16\u754c\uff0c\u7b80\u5355\u89c4\u5219\u3002\u590d\u6742\u6027\u79d1\u5b66\uff08Complexity Science\uff09\u662f\u96c6\u667a\u4ff1\u4e50\u90e8\u591a\u5e74\u4ee5\u6765\u7684\u4e3b\u9898\uff0c\u6211\u4eec\u957f\u671f\u8ffd\u8e2a\u5173\u4e8e\u81ea\u7136\u3001\u751f\u547d\u3001\u793e\u4f1a\u3001\u8ba4\u77e5\u7b49\u5404\u7c7b\u590d\u6742\u7cfb\u7edf\u7684\u7814\u7a76\u8fdb\u5c55\uff0c\u5e76\u7ec4\u7ec7\u5b66\u672f\u7814\u8ba8\u3002 \u540c\u65f6\u7531\u4e8e\u5b66\u79d1\u4ea4\u53c9\u878d\u5408\uff0c\u5927\u91cf\u9488\u5bf9\u590d\u6742\u7cfb\u7edf\u7684\u7814\u7a76\u6210\u679c\u6563\u843d\u5728\u4eba\u5de5\u667a\u80fd\u3001\u7edf\u8ba1\u7269\u7406\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u6570\u636e\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3001\u751f\u547d\u79d1\u5b66\u3001\u8ba4\u77e5\u79d1\u5b66\u7b49\u7b49\u4e0d\u540c\u9886\u57df\u7684\u671f\u520a\u4f1a\u8bae\u4e2d\uff0c\u7f3a\u4e4f\u6574\u5408\u3002 \u4e3a\u4e86\u8ba9\u5927\u5bb6\u80fd\u53ca\u65f6\u628a\u63e1\u590d\u6742\u7cfb\u7edf\u9886\u57df\u91cd\u8981\u7684\u7814\u7a76\u8fdb\u5c55\uff0c\u6211\u4eec\u9686\u91cd\u63a8\u51fa\u300cComplexity Express\u300d\u670d\u52a1\uff0c\u6c47\u603b\u590d\u6742\u7cfb\u7edf\u7684\u6700\u65b0\u9876\u520a\u8bba\u6587\u3002 Complexity Express \u662f\u4ec0\u4e48\uff1f
Complexity Express \u6bcf\u5929\u722c\u53d6\u590d\u6742\u7cfb\u7edf\u9886\u57df\u6700\u65b0\u53d1\u8868\u7684\u9876\u520a\u8bba\u6587\uff0c\u6bcf\u5468\u901a\u8fc7\u201c\u96c6\u667a\u6591\u56fe\u201d\u670d\u52a1\u53f7\u6c47\u603b\u63a8\u9001\u3002 \u8fdb\u5165 Complexity Express \u9875\u9762\u5373\u53ef\u968f\u65f6\u67e5\u770b\u9876\u520a\u8bba\u6587\u66f4\u65b0\uff0c\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5fae\u4fe1\u63a5\u6536\u7814\u7a76\u66f4\u65b0\u63a8\u9001\u548c\u4e00\u5468\u6c47\u603b\u3002               
Complexity Express \u4e3a\u8c01\u670d\u52a1\uff1f
\u5982\u679c\u4f60\u662f\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u7814\u7a76\u8005\uff0c\u53ef\u83b7\u5f97\u91cd\u8981\u8bba\u6587\u4e0a\u7ebf\u901a\u77e5\uff0c\u6bcf\u5468\u83b7\u53d6\u6700\u65b0\u9876\u520a\u8bba\u6587\u6c47\u603b\u3002
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\u5982\u679c\u4f60\u662f\u4f20\u7edf\u7684\u751f\u547d\u79d1\u5b66\u3001\u793e\u4f1a\u79d1\u5b66\u7b49\u5b66\u79d1\u4e2d\u7684\u7814\u7a76\u8005\/\u5b66\u4e60\u8005\uff0c\u53ef\u4ee5\u4ece\u590d\u6742\u6027\u79d1\u5b66\u548c\u8de8\u5b66\u79d1\u7814\u7a76\u4e2d\u83b7\u5f97\u7075\u611f\u542f\u53d1\u3002
\u5982\u679c\u4f60\u662f\u5173\u6ce8\u524d\u6cbf\u7814\u7a76\u53d1\u73b0\u7684\u77e5\u8bc6\u730e\u624b\uff0c\u53ef\u83b7\u5f97\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u5bf9\u81ea\u7136\u548c\u4eba\u7c7b\u4e16\u754c\u7684\u6700\u65b0\u6d1e\u89c1\u3002Complexity Express \u680f\u76ee\u4e5f\u662f\u96c6\u667a\u4ff1\u4e50\u90e8\u516c\u4f17\u53f7\u7684\u4e3b\u8981\u9009\u9898\u6765\u6e90\uff0c\u8bda\u631a\u9080\u8bf7\u4f60\u8ba2\u9605\uff0c\u4e0e\u6211\u4eec\u4fe1\u606f\u540c\u6b65\u3002 Complexity Express \u8bba\u6587\u4ece\u54ea\u91cc\u6765\uff1f
\u8003\u8651\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u5f80\u5f80\u5c5e\u4e8e\u8de8\u5b66\u79d1\u5de5\u4f5c\uff0c\u6211\u4eec\u4e3b\u8981\u6293\u53d6\u7efc\u5408\u7c7b\u548c\u6cdb\u7269\u7406\u7c7b\/\u8ba1\u7b97\u673a\u7c7b\u7684\u9876\u7ea7\u671f\u520a\uff0c\u4ece\u6bcf\u5468\u65b0\u53d1\u8868\u7684\u6570\u767e\u7bc7\u8bba\u6587\u4e2d\u7cbe\u9009\u51fa\u4e0e\u590d\u6742\u7cfb\u7edf\u76f8\u5173\u7684\u8bba\u6587\u3002 Complexity Express \u53c2\u8003\u5f71\u54cd\u56e0\u5b50\u548c\u5b66\u8005\u53e3\u7891\uff0c\u9009\u62e9\u4e86\u5982\u4e0b\u671f\u520a\uff0c\u6bcf\u65e5\u722c\u53d6\u5176\u8bba\u6587\u66f4\u65b0\uff1aNature
Science
PNAS
Nature Communications
Science Advances
Physics Reports
Physics Review Letters
Physics Review X
Nature Physics
Nature Human Behaviour
Nature Machine Intelligence
\u66f4\u591a\u671f\u520a\u6301\u7eed\u589e\u8865\u4e2d\uff0c\u6b22\u8fce\u63a8\u8350\u4f60\u8ba4\u4e3a\u91cd\u8981\u7684\u671f\u520a\uff01 \u5982\u679c\u4f60\u5728 Complexity Express \u4e2d\u53d1\u73b0\u4e86\u611f\u5174\u8da3\u7684\u8bba\u6587\uff0c\u8bf7\u7acb\u523b\u201c\u70b9\u8d5e\u201d\uff01\u6bcf\u5468\u6700\u9ad8\u8d5e\u7684\u8bba\u6587\uff0c\u96c6\u667a\u7f16\u8f91\u90e8\u5c06\u7ec4\u7ec7\u4e13\u4e1a\u89e3\u8bfb~ Complexity Express \u8ffd\u8e2a\u54ea\u4e9b\u9886\u57df\uff1f
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