{"id":47509,"date":"2024-01-09T18:50:14","date_gmt":"2024-01-09T10:50:14","guid":{"rendered":"https:\/\/swarma.org\/?p=47509"},"modified":"2024-01-09T18:50:14","modified_gmt":"2024-01-09T10:50:14","slug":"%e6%8e%a2%e7%b4%a2%e7%bd%91%e7%bb%9c%e5%bd%b1%e5%93%8d%e5%8a%9b%e7%9a%84%e6%96%b0%e8%a7%86%e8%a7%92%ef%bc%9adomirank%e4%b8%ad%e5%bf%83%e6%80%a7%e4%b8%8e%e7%bd%91%e7%bb%9c%e7%bb%93%e6%9e%84%e7%9a%84","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=47509","title":{"rendered":"\u63a2\u7d22\u7f51\u7edc\u5f71\u54cd\u529b\u7684\u65b0\u89c6\u89d2\uff1aDomiRank\u4e2d\u5fc3\u6027\u4e0e\u7f51\u7edc\u7ed3\u6784\u7684\u8106\u5f31\u6027"},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1aDomiRank Centrality reveals structural fragility of complex networks via node dominance<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/section>\n
\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-023-44257-0<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

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\u7f51\u7edc\u4e2d\u5fc3\u6027<\/span>\uff08Network centrality\uff09<\/span>\u5ea6\u91cf\u63d0\u4f9b\u4e86\u8bc4\u4f30\u8282\u70b9\u5728\u7f51\u7edc\u4e2d\u76f8\u5bf9\u91cd\u8981\u6027\u7684\u4e00\u822c\u6846\u67b6\u3002\u8fd9\u4e9b\u8282\u70b9\u4e2d\u5fc3\u6027\u7684\u5b9a\u4e49\u591a\u79cd\u591a\u6837\uff0c\u4ece\u4ec5\u8003\u8651\u8282\u70b9\u7684\u8fde\u63a5\u6570<\/span>\uff08\u5ea6\u4e2d\u5fc3\u6027\uff09<\/span>\uff0c\u5230\u805a\u5408\u8282\u70b9\u90bb\u57df\u7684\u91cd\u8981\u6027<\/span>\uff08\u5982\u7279\u5f81\u5411\u91cf\u3001Katz \u548c PageRank \u4e2d\u5fc3\u6027\uff09<\/span>\uff0c\u518d\u5230\u8003\u8651\u8282\u70b9\u5728\u7f51\u7edc\u4e2d\u7684\u76f8\u5bf9\u4f4d\u7f6e<\/span>\uff08\u5982\u63a5\u8fd1\u5ea6\u548c\u4ecb\u6570\u4e2d\u5fc3\u6027\uff09<\/span>\u6216\u8282\u70b9\u5728\u52a8\u6001\u8fc7\u7a0b\u4e2d\u7684\u4f5c\u7528<\/span>\uff08\u5982\u7535\u6d41\u3001\u7ea0\u7f20\u548c\u968f\u673a\u6e38\u8d70\u4e2d\u5fc3\u6027\uff09<\/span>\u3002<\/span><\/section>\n

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\u8fd9\u9879\u6700\u65b0\u7684\u5de5\u4f5c\u4ecb\u7ecd\u4e86\u4e00\u79cd\u540d\u4e3a DomiRank \u7684\u4e2d\u5fc3\u6027\u5ea6\u91cf\u65b9\u6cd5\u3002DomiRank \u76f4\u89c2\u5730\u91cf\u5316\u4e86\u8282\u70b9\u5728\u5404\u81ea\u90bb\u57df\u4e2d\u7684\u652f\u914d\u7a0b\u5ea6<\/span>\uff08degree of dominance\uff09<\/span>\u3002\u9ad8DomiRank\u5f97\u5206\u7684\u8282\u70b9\u5f80\u5f80\u662f\u90a3\u4e9b\u88ab\u5927\u91cf\u4e0d\u91cd\u8981\u8282\u70b9<\/span>\uff08\u4f8b\u5982\uff0c\u901a\u5e38\u5ea6\u6570\u8f83\u4f4e\u7684\u8282\u70b9\uff09<\/span>\u6240\u5305\u56f4\u5e76\u652f\u914d\u7684\u8282\u70b9\u3002\u4e0e\u5176\u4ed6\u4e2d\u5fc3\u6027\u5982\u7279\u5f81\u5411\u91cf\u6216 PageRank \u4e0d\u540c\uff0cDomiRank\u4e2d\u7684\u8282\u70b9\u5f97\u5206\u66f4\u52a0\u5206\u6563\uff0c\u8fd9\u5f52\u56e0\u4e8eDomiRank\u5b9a\u4e49\u4e2d\u9690\u542b\u7684\u7ade\u4e89\u673a\u5236<\/strong>\u3002<\/span><\/section>\n

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\u56fe1 \u03c3 \u5728\u8ba1\u7b97 DomiRank \u503c\u4e2d\u7684\u4f5c\u7528\u3002<\/span><\/section>\n

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\u4f5c\u8005\u901a\u8fc7\u5728\u5177\u6709\u660e\u663e\u4e2d\u5c3a\u5ea6\u7ed3\u6784\u7684\u65b9\u683c\u7f51\u7edc\u4e2d\u63a2\u7d22\u4e0d\u540c\u03c3<\/span>\u503c\u4e0b\u7684 DomiRank \u5206\u6570\u6765\u5c55\u793a\u8fd9\u4e00\u70b9<\/span>\uff08\u56fe1\uff09<\/span>\u3002\u5f53\u03c3<\/span>\u63a5\u8fd1\u5176\u4e0b\u754c\u65f6<\/span>\uff08\u5373\u63a5\u8fd1 0\uff09<\/span>\uff0cDomiRank \u4e3b\u8981\u57fa\u4e8e\u8282\u70b9\u7684\u5ea6\u6570<\/span>\uff08\u5373\u5c40\u90e8\u4fe1\u606f\uff09<\/span>\uff0c\u5bfc\u81f4\u9664\u4e86\u8fb9\u7f18\u8282\u70b9\u5916\uff0c\u5927\u90e8\u5206\u8282\u70b9\u7684 DomiRank \u503c\u51e0\u4e4e\u76f8\u540c\u3002\u968f\u7740\u03c3<\/span>\u7684\u589e\u52a0\uff0cDomiRank \u503c\u5f00\u59cb\u504f\u79bb\u5355\u7eaf\u57fa\u4e8e\u5ea6\u6570\u7684\u8bc4\u5206\uff0c\u6bcf\u4e2a\u8282\u70b9\u7684 DomiRank \u5f00\u59cb\u53d7\u5230\u5176\u76f4\u63a5\u90bb\u5c45\u7684\u5f71\u54cd\u3002\u8fd9\u610f\u5473\u7740\u4e0e\u8fb9\u7f18\u8282\u70b9\u76f4\u63a5\u76f8\u8fde\u7684\u8282\u70b9\u53ef\u4ee5\u90e8\u5206\u652f\u914d\u8fd9\u4e9b\u8fb9\u7f18\u8282\u70b9\uff0c\u4ece\u800c\u63d0\u9ad8\u81ea\u5df1\u7684 DomiRank \u5206\u6570\u3002\u6b64\u65f6\uff0c\u4e00\u4e2a\u8282\u70b9\u7684 DomiRank \u5206\u6570\u4e0d\u518d\u4ec5\u7531\u5176\u76f4\u63a5\u90bb\u5c45\u51b3\u5b9a\uff0c\u8fd8\u53d7\u5230\u66f4\u8fdc\u8ddd\u79bb\u7684\u5f71\u54cd\u3002\u5f53\u03c3<\/span>\u8fbe\u5230\u6700\u5927\u503c\u65f6\uff0c\u6bcf\u4e2a\u8282\u70b9\u7684 DomiRank \u5206\u6570\u90e8\u5206\u53d7\u5230\u6574\u4e2a\u7f51\u7edc\u901a\u8fc7\u7ade\u4e89\u673a\u5236\u7684\u5f71\u54cd\u3002\u5728\u8fd9\u79cd\u6781\u7aef\u7ade\u4e89\u73af\u5883\u4e0b\uff0c\u5f62\u6210\u4e86\u652f\u914d\u548c\u88ab\u652f\u914d\u8282\u70b9\u7684\u6700\u7ec8\u4ea4\u66ff\u6a21\u5f0f\uff0c\u8fd9\u4e00\u6a21\u5f0f\u7531\u7f51\u7edc\u7684\u6709\u9650\u8fb9\u754c\u548c\u5168\u5c40\u5bf9\u79f0\u6027\u51b3\u5b9a\u3002<\/span><\/section>\n

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2. DomiRank\u4e0e\u7f51\u7edc\u8106\u5f31\u6027<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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


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DomiRank\u7279\u522b\u9002\u7528\u4e8e\u5206\u6790\u548c\u7406\u89e3\u7f51\u7edc\u7684\u7ed3\u6784\u8106\u5f31\u6027\uff0c\u65e0\u8bba\u662f\u5728\u7ed3\u6784\u4e0a\u8fd8\u662f\u5728\u52a8\u529b\u5b66\u4e0a\u3002\u8fd9\u662f\u57fa\u4e8eDomiRank\u6743\u8861\u4e86\u7f51\u7edc\u7684\u4e24\u4e2a\u5173\u952e\u56e0\u7d20\uff0c\u5373\u8282\u70b9\u7684\u5ea6\u6570<\/span>\uff08\u90bb\u5c45\u6570\u91cf\uff09<\/span>\u548c\u90bb\u5c45\u7684\u90bb\u57df\u7279\u5f81<\/span>\uff08\u5468\u8fb9\uff09<\/span>\u3002<\/span><\/section>\n

<\/section>\n
\u5177\u6709\u9ad8\u5ea6\u6570\u5e76\u8fde\u63a5\u5230\u62e5\u6709\u5c11\u91cf\u8fde\u63a5\u7684\u90bb\u5c45<\/span>\uff08\u7a00\u758f\u5468\u8fb9\uff09<\/span>\u7684\u8282\u70b9\uff0c\u662f\u83b7\u5f97\u9ad8 DomiRank \u5206\u6570\u7684\u4e3b\u8981\u5019\u9009\u8282\u70b9\u3002\u8fd9\u79cd\u8282\u70b9\u5728\u7f51\u7edc\u8106\u5f31\u6027\u4e2d\u4e5f\u626e\u6f14\u7740\u6838\u5fc3\u89d2\u8272\uff0c\u56e0\u4e3a\u5b83\u4eec\u7684\u5931\u6548\u53ef\u80fd\u5bfc\u81f4\u5176\u90bb\u57df\u7684\u74e6\u89e3\u3002\u5728\u9ad8\u5ea6\u7ade\u4e89\u7684\u73af\u5883\u4e2d\uff08\u9ad8\u03c3<\/span><\/strong><\/strong>\u503c\uff09\uff0c\u8fd8\u5b58\u5728\u4e00\u79cd\u57fa\u4e8e\u8282\u70b9\u5728\u5168\u5c40\u7f51\u7edc\u7ed3\u6784\u4e2d\u4f4d\u7f6e\u7684\u652f\u914d\u3002\u8fd9\u79cd\u652f\u914d\u4e3b\u8981\u6765\u81ea\u4e8e\u8054\u5408\u652f\u914d\uff0c\u5373\u4e00\u7ec4\u8282\u70b9\u5171\u4eab\u91cd\u53e0\u7684\u90bb\u57df\u4f46\u5f7c\u6b64\u4e4b\u95f4\u6ca1\u6709\u76f4\u63a5\u8fde\u63a5\u3002<\/strong>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6bcf\u4e2a\u8282\u70b9\u90fd\u6709\u52a9\u4e8e\u5728\u5171\u4eab\u7684\u90bb\u57df\u5185\u538b\u5236\u652f\u914d\u3002\u56e0\u6b64\uff0c\u8fd9\u79cd\u673a\u5236\u8fd8\u6709\u52a9\u4e8e\u8bc6\u522b\u7f51\u7edc\u4e2d\u7684\u8106\u5f31\u90e8\u5206\u3002\u5982\u679c\u79fb\u9664\u8fd9\u4e9b\u5177\u6709\u652f\u914d\u5730\u4f4d\u7684\u8282\u70b9\uff0c\u5c06\u5bfc\u81f4\u5b83\u4eec\u5171\u4eab\u7684\u90bb\u57df\u74e6\u89e3\uff0c\u4ece\u800c\u7a81\u51fa\u8fd9\u79cd\u7ed3\u6784\u7684\u8106\u5f31\u6027\u3002<\/span><\/section>\n

<\/section>\n
\u4f5c\u8005\u63a2\u7a76\u4e86\u57fa\u4e8eDomiRank\u4e2d\u5fc3\u6027\u7684\u6709\u9488\u5bf9\u6027\u653b\u51fb\u5728\u4e0d\u540c\u7f51\u7edc\u62d3\u6251<\/span>\uff08\u5305\u62ec\u5408\u6210\u548c\u73b0\u5b9e\u4e16\u754c\u7f51\u7edc\uff09<\/span>\u4e2d\u7684\u6548\u679c\uff0c\u5206\u6790\u4e86\u8fd9\u79cd\u653b\u51fb\u5bf9\u74e6\u89e3\u7f51\u7edc\u7ed3\u6784\u548c\u529f\u80fd\u7684\u80fd\u529b\uff0c\u5e76\u5c06\u5176\u4e0e\u57fa\u4e8e\u5176\u4ed6\u4e2d\u5fc3\u6027\u7684\u653b\u51fb\u8fdb\u884c\u4e86\u5bf9\u6bd4\u3002\u5728\u8fdb\u884c\u5e8f\u5217\u8282\u70b9\u79fb\u9664<\/span>\uff08\u653b\u51fb\uff09<\/span>\u65f6\uff0c\u4f7f\u7528\u6700\u5927\u8fde\u901a\u7ec4\u4ef6<\/span>\uff08LCC\uff09<\/span>\u7684\u76f8\u5bf9\u5927\u5c0f\u4f5c\u4e3a\u7f51\u7edc\u9c81\u68d2\u6027\u7684\u4e3b\u8981\u6307\u6807\u3002\u901a\u8fc7\u6bd4\u8f83\u4e0d\u540c\u653b\u51fb\u4e0b\u7684\u6700\u5927\u8054\u901a\u7ec4\u4ef6\u66f2\u7ebf\uff0c\u4ee5\u53ca\u66f2\u7ebf\u4e0b\u7684\u9762\u79ef\u4f5c\u4e3a\u9c81\u68d2\u6027\u7684\u7efc\u5408\u6307\u6807\uff0c\u6765\u6bd4\u8f83\u4e0d\u540c\u7f51\u7edc\u5728\u4e0d\u540c\u653b\u51fb\u4e0b\u7684\u9c81\u68d2\u6027<\/span>\uff08\u56fe2\uff09<\/span>\u3002DomiRank\u4e2d\u5fc3\u6027\u5728\u8bc6\u522b\u548c\u74e6\u89e3\u7f51\u7edc\u8106\u5f31\u70b9\u65b9\u9762\u7684\u9ad8\u6548\u6027\uff0c\u7279\u522b\u662f\u5728\u9ad8\u5ea6\u7ade\u4e89\u7684\u73af\u5883\u4e0b\uff0cDomiRank\u7684\u653b\u51fb\u5c24\u5176\u6709\u6548\uff0c\u56e0\u4e3a\u8fd9\u65f6\u7f51\u7edc\u7ed3\u6784\u7684\u5f71\u54cd\u8d85\u8fc7\u4e86\u5c40\u90e8\u8282\u70b9\u5c5e\u6027\u7684\u5f71\u54cd\u3002<\/strong><\/span><\/section>\n

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\u56fe2 \u5728\u653b\u51fb 2D-\u7f51\u683c\u3001Erd\u0151s-R\u00e9nyi \u548c Barab\u00e1si-Albert \u7f51\u7edc\u4e2d\u5c06 DomiRank\u4e0e\u5176\u4ed6\u4e2d\u5fc3\u6027\u6307\u6807\u8fdb\u884c\u6bd4\u8f83\u3002<\/span><\/p>\n


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\u4e3a\u4e86\u66f4\u5168\u9762\u5730\u8bc4\u4f30DomiRank\u7684\u6027\u80fd\uff0c\u7814\u7a76\u8005\u5206\u6790\u4e86\u4e0d\u540c\u5927\u5c0f\u7684\u591a\u79cd\u771f\u5b9e\u7f51\u7edc\u62d3\u6251\u3002\u5305\u62ec\u822a\u7a7a\u8fd0\u8f93\u7f51\u7edc<\/span>\uff08RyanAir\u8fde\u63a5\uff09<\/span>\u3001\u795e\u7ecf\u7f51\u7edc<\/span>\uff08\u79c0\u4e3d\u9690\u6746\u7ebf\u866b\uff09<\/span>\u3001\u7a7a\u95f4\u7f51\u7edc<\/span>\uff08\u7f8e\u56fd\u897f\u90e8\u7535\u7f51\uff09<\/span>\u3001\u5f15\u6587\u7f51\u7edc<\/span>\uff08\u9ad8\u80fd\u7269\u7406\u5b66arXiv\uff09<\/span>\u3001\u793e\u4ea4\u7f51\u7edc<\/span>\uff08LiveJournal\u7528\u6237\u53ca\u5176\u8fde\u63a5\uff09<\/span>\u548c\u5927\u89c4\u6a21\u7a7a\u95f4\u8fd0\u8f93\u7f51\u7edc<\/span>\uff08\u7f8e\u56fd\u5b8c\u6574\u9053\u8def\u7f51\u7edc\uff09<\/span>\u3002\u7ed3\u679c\u663e\u793a\uff0c\u4e0e\u5408\u6210\u7f51\u7edc\u7684\u5206\u6790\u4e00\u81f4\uff0c\u57fa\u4e8eDomiRank\u7684\u653b\u51fb\u6bd4\u5176\u4ed6\u4e2d\u5fc3\u6027\u653b\u51fb\u66f4\u6709\u6548\u5730\u74e6\u89e3\u4e86\u8fd9\u4e9b\u7f51\u7edc<\/span>\uff08\u56fe3\uff09<\/span>\u3002<\/span><\/section>\n

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<\/section>\n
\u56fe3 \u9488\u5bf9\u5408\u6210\u7f51\u7edc\u548c\u73b0\u5b9e\u4e16\u754c\u7f51\u7edc\u7684\u57fa\u4e8e\u4e2d\u5fc3\u6027\u7684\u653b\u51fb\u3002<\/span><\/section>\n

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3. DomiRank\u4e0e\u96c6\u4f53\u5f71\u54cd\u529b\u7b97\u6cd5\u7684\u533a\u522b<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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


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\u4f5c\u8005\u53d1\u73b0\uff0c\u57fa\u4e8e\u4ecb\u6570\u4e2d\u5fc3\u6027\u7684\u8fed\u4ee3\u653b\u51fb\u5728\u7834\u574f\u6700\u5927\u8fde\u901a\u7ec4\u4ef6\u65b9\u9762\u6700\u4e3a\u9ad8\u6548\uff0c\u56e0\u4e3a\u5b83\u4e13\u6ce8\u4e8e\u627e\u5230\u7f51\u7edc\u4e2d\u7684\u74f6\u9888\u8282\u70b9\uff0c\u4ece\u800c\u7b80\u5355\u5730\u5206\u5272\u7f51\u7edc\u3002\u5728\u8fd9\u79cd\u601d\u60f3\u7684\u57fa\u7840\u4e0a\uff0c\u8fd1\u671f\u5173\u4e8e\u7f51\u7edc\u4e2d\u5fc3\u6027\u6bd4\u8f83\u524d\u6cbf\u7684\u65b9\u6cd5\u662f\u96c6\u4f53\u5f71\u54cd\u529b<\/strong><\/span>\uff08Collective Influence, CI\uff09<\/span>\u7b97\u6cd5\uff0c\u8fd9\u79cd\u65e8\u5728\u8bc6\u522b\u548c\u6700\u5c0f\u5316\u5f71\u54cd\u7f51\u7edc\u4f20\u64ad\u7684\u5173\u952e\u8282\u70b9\u96c6\u5408\u3002CI\u7b97\u6cd5\u653b\u51fb\u81f4\u529b\u4e8e\u627e\u5230\u6839\u636e\u5176\u6f5c\u5728\u4f20\u64ad\u5f71\u54cd\u7684\u91cd\u8981\u8282\u70b9\u3002\u4e0eDomiRank\u4e00\u6837\uff0cCI\u7b97\u6cd5\u4e0d\u4ec5\u8003\u8651\u5c40\u90e8\u4fe1\u606f\uff0c\u8fd8\u6574\u5408\u4e86\u8282\u70b9\u5468\u56f4\u7ed3\u6784\u7684\u4fe1\u606f\u3002<\/span><\/section>\n

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\u4f46\u662f\u8fd9\u4e24\u79cd\u7b97\u6cd5\u7684\u8ba1\u7b97\u673a\u5236\u6709\u672c\u8d28\u7684\u533a\u522b\u3002DomiRank\u662f\u57fa\u4e8e\u8282\u70b9\u652f\u914d\u529b\u7684\u6982\u5ff5\uff0c\u5b83\u8003\u8651\u4e86\u8282\u70b9\u4e0e\u5176\u90bb\u5c45\u7684\u76f8\u4e92\u4f5c\u7528\u4ee5\u53ca\u5b83\u4eec\u5bf9\u90bb\u57df\u7684\u652f\u914d\u60c5\u51b5\u3002DomiRank\u901a\u8fc7\u89e3\u52a8\u529b\u5b66\u65b9\u7a0b\u6765\u786e\u5b9a\u6bcf\u4e2a\u8282\u70b9\u7684\u4e2d\u5fc3\u6027\uff0c\u5176\u4e2d\u5305\u62ec\u4e86\u8282\u70b9\u95f4\u7684\u7ade\u4e89\u5173\u7cfb\u548c\u8282\u70b9\u5bf9\u90bb\u5c45\u7684\u652f\u914d\u3002\u800cCI\u7b97\u6cd5\u662f\u901a\u8fc7\u6700\u5c0f\u5316\u975e\u56de\u6eaf\u77e9\u9635\u7684\u6700\u5927\u7279\u5f81\u503c\u6765\u8bc6\u522b\u7f51\u7edc\u4e2d\u7684\u5173\u952e\u5f71\u54cd\u8005\u3002\u8fd9\u4e2a\u7b97\u6cd5\u66f4\u4fa7\u91cd\u4e8e\u5168\u5c40\u7f51\u7edc\u7ed3\u6784\uff0c\u5c24\u5176\u662f\u5728\u5927\u89c4\u6a21\u7f51\u7edc\u4e2d\u3002CI\u7b97\u6cd5\u8bc4\u4f30\u4e86\u8282\u70b9\u53ca\u5176\u5468\u56f4\u90bb\u57df\u7684\u96c6\u4f53\u5f71\u54cd\u529b\uff0c\u7279\u522b\u5f3a\u8c03\u4e86\u4f4e\u5ea6\u8282\u70b9\u5468\u56f4\u7684\u9ad8\u5ea6\u8282\u70b9\u7684\u91cd\u8981\u6027\u3002<\/span><\/section>\n

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\u4e0eCI\u7b97\u6cd5\u76f8\u6bd4\uff0cDomiRank\u5728\u79fb\u9664\u8f83\u5c11\u8282\u70b9\u65f6\u66f4\u6709\u6548\uff0c\u4f46\u968f\u7740\u66f4\u591a\u8282\u70b9\u7684\u79fb\u9664\uff0cCI\u7b97\u6cd5\u7684\u7ade\u4e89\u6027\u589e\u5f3a\u3002DomiRank\u901a\u8fc7\u79fb\u9664\u5c40\u90e8\u652f\u914d\u8282\u70b9\u96c6\u5408\u6765\u963b\u6b62\u4f20\u64ad\u8fc7\u7a0b\uff0c\u4ece\u800c\u6709\u6548\u963b\u6b62\u4fe1\u606f\u5728\u5176\u90bb\u57df\u7684\u4f20\u64ad\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cCI\u7b97\u6cd5\u7684\u76ee\u6807\u662f\u901a\u8fc7\u79fb\u9664\u6f5c\u5728\u7684\u8d85\u7ea7\u4f20\u64ad\u8005\u6765\u524a\u5f31\u8fde\u9501\u4f20\u64ad\u6548\u5e94\u3002DomiRank\u7684\u7b56\u7565\u65e8\u5728\u901a\u8fc7\u5206\u5272\u4f20\u64ad\u57df\u6765\u963b\u6b62\u4f20\u64ad\u8fc7\u7a0b\uff0c\u51e0\u4e4e\u9694\u79bb\u7f51\u7edc\u4e2d\u7684\u90bb\u57df\u3002<\/strong>DomiRank\u63ed\u793a\u7684\u8282\u70b9\u96c6\u5408\u80fd\u6709\u6548\u5efa\u7acb\u9632\u706b\u5899\uff0c\u51cf\u7f13\u8c23\u8a00\u4f20\u64ad\uff0c\u8fd9\u4e00\u6982\u5ff5\u53ef\u63a8\u5e7f\u81f3\u5176\u4ed6\u52a8\u529b\u5b66\u8fc7\u7a0b\uff0c\u5982\u4fe1\u606f\u4f20\u8f93\u6216\u75ab\u60c5\u4f20\u64ad\u7b49\uff0c\u8fd9\u4e9b\u673a\u5236\u4e5f\u6697\u793aDomiRank\u53ef\u7528\u4e8e\u5236\u5b9a\u9ad8\u6548\u7684\u75ab\u82d7\u7b56\u7565\u3002<\/span><\/section>\n

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\u603b\u4e4b\uff0cDomiRank\u662f\u4e00\u79cd\u65b0\u7684\u4e2d\u5fc3\u6027\u5ea6\u91cf\uff0c\u5b83\u901a\u8fc7\u5355\u4e00\u53ef\u8c03\u53c2\u6570\u96c6\u6210\u4e86\u7f51\u7edc\u62d3\u6251\u7684\u4e0d\u540c\u65b9\u9762\uff0c\u63a7\u5236\u7740\u5c40\u90e8<\/span>\uff08\u8282\u70b9\u7ea7\u522b\uff09<\/span>\u548c\u4e2d\u5c3a\u5ea6<\/span>\uff08\u7ed3\u6784\u7ea7\u522b\uff09<\/span>\u4fe1\u606f\u7684\u6743\u8861\u3002DomiRank\u4e2d\u5b9a\u4e49\u7684\u7ade\u4e89\u673a\u5236\u63d0\u4f9b\u4e86\u4e00\u79cd\u5728\u7f51\u7edc\u529f\u80fd\u6027\u548c\u5b8c\u6574\u6027\u4e2d\u8bc6\u522b\u9ad8\u5ea6\u91cd\u8981\u8282\u70b9\u7684\u66ff\u4ee3\u89c6\u89d2\uff0c\u901a\u8fc7\u8003\u8651\u8282\u70b9\u5728\u5404\u81ea\u90bb\u57df\u4e2d\u7684\u76f8\u5173\u6027\uff0c\u4ee5\u53ca\u975e\u76f4\u63a5\u8fde\u63a5\u8282\u70b9\u5728\u91cd\u53e0\u90bb\u57df\u4e0a\u7684\u7d27\u5bc6\u5408\u4f5c<\/span>\uff08\u5373\u8054\u5408\u652f\u914d\uff09<\/span>\u3002DomiRank\u901a\u8fc7\u63ed\u793a\u7f51\u7edc\u8106\u5f31\u6027\u7684\u57fa\u672c\u65b9\u9762\uff0c\u53ef\u4ee5\u4fc3\u8fdb\u8fdb\u4e00\u6b65\u7814\u7a76\uff0c\u4ee5\u5f00\u53d1\u66f4\u6709\u6548\u7684\u7f13\u89e3\u7b56\u7565\uff0c\u6539\u5584\u6211\u4eec\u5bf9\u590d\u6742\u7cfb\u7edf\u7ed3\u6784\u548c\u97e7\u6027\u7684\u6574\u4f53\u7406\u89e3\u3002<\/span><\/section>\n


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\u96c6\u667a\u767e\u79d1\u8bcd\u6761\u201c\u7f51\u7edc\u4e2d\u5fc3\u6027\u201d\u4e2d\u4ecb\u7ecd\u4e86\u4e00\u7cfb\u5217\u7f51\u7edc\u4e2d\u5fc3\u6027\u5ea6\u91cf\u65b9\u6cd5\uff1a<\/span><\/section>\n
\u5ea6\u4e2d\u5fc3\u6027 Degree centrality<\/span><\/section>\n
\u7d27\u5bc6\u4e2d\u5fc3\u6027 Closeness centrality<\/span><\/section>\n
\u8c03\u548c\u4e2d\u5fc3\u6027 Harmonic centrality<\/span><\/section>\n
\u4e2d\u4ecb\u4e2d\u5fc3\u6027 Betweenness centrality<\/span><\/section>\n
\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027 Eigenvector centrality<\/span><\/section>\n
\u4f7f\u7528\u90bb\u63a5\u77e9\u9635\u53d1\u73b0\u7279\u5f81\u5411\u91cf\u4e2d\u5fc3\u6027 Eigenvector centrality<\/span><\/section>\n
\u5361\u5179\u4e2d\u5fc3\u6027 Katz centrality<\/span><\/section>\n
\u7f51\u9875\u6392\u540d\u4e2d\u5fc3\u6027 PageRank centrality<\/span><\/section>\n
\u6e17\u6ee4\u4e2d\u5fc3\u6027 Percolation centrality\uff08PC\uff09<\/span><\/section>\n
\u8de8\u56e2\u4e2d\u5fc3\u6027 Cross-clique centrality<\/span><\/section>\n
\u5f17\u91cc\u66fc\u4e2d\u5fc3\u5ea6 Freeman centralization<\/span><\/section>\n

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\u611f\u5174\u8da3\u7684\u8bfb\u8005\u53ef\u4ee5\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u9605\u8bfb\uff1a<\/span><\/p>\n

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\u94fe\u63a5\uff1ahttps:\/\/wiki.swarma.org\/index.php\/\u7f51\u7edc\u4e2d\u5fc3\u6027<\/span><\/section>\n

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\u7f51\u7edc\u79d1\u5b66\u96c6\u667a\u8bfe\u5802<\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u4ece\u73b0\u5b9e\u793e\u4f1a\u7684\u5173\u7cfb\u7f51\u5230\u865a\u62df\u7684\u4e92\u8054\u7f51\uff0c\u4ece\u7ebf\u4e0b\u5230\u7ebf\u4e0a\uff0c\u6211\u4eec\u7684\u751f\u6d3b\u59cb\u7ec8\u6ca1\u6709\u8131\u79bb\u590d\u6742\u7f51\u7edc\u3002\u771f\u5b9e\u7684\u590d\u6742\u7f51\u7edc\u4ece\u5176\u8bde\u751f\u5f00\u59cb\u5c31\u4e0d\u65ad\u5730\u6f14\u5316\u7740\u3002\u7f51\u7edc\u8282\u70b9\u4e0d\u65ad\u5730\u589e\u52a0\uff0c\u8282\u70b9\u4e4b\u95f4\u7684\u8fde\u63a5\u4e0d\u65ad\u5730\u589e\u957f\u3002\u7136\u800c\uff0c\u590d\u6742\u7f51\u7edc\u7684\u5f62\u6210\u673a\u5236\u662f\u4ec0\u4e48\uff1f\u5177\u6709\u4ec0\u4e48\u6837\u7684\u6f14\u5316\u89c4\u5f8b\uff1f\u5b83\u4eec\u7684\u6f14\u5316\u673a\u5236\u5bf9\u7f51\u7edc\u7684\u529f\u80fd\u548c\u52a8\u529b\u5b66\u884c\u4e3a\u6709\u4ec0\u4e48\u5f71\u54cd\uff1f\u4e3a\u4e86\u56de\u7b54\u8fd9\u4e9b\u95ee\u9898\uff0c\u79d1\u5b66\u5bb6\u4eec\u5bf9\u590d\u6742\u7f51\u7edc\u7684\u63a2\u7d22\u4ece\u672a\u505c\u6b62\u3002<\/span><\/section>\n

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\u7f51\u7edc\u79d1\u5b66\u662f\u4e00\u4e2a\u84ec\u52c3\u53d1\u5c55\u7684\u5d2d\u65b0\u4ea4\u53c9\u5b66\u79d1\uff0c\u53ef\u4ee5\u770b\u505a\u590d\u6742\u7cfb\u7edf\u7684\u9aa8\u67b6\uff0c\u6838\u5fc3\u662f\u7814\u7a76\u5404\u79cd\u5927\u578b\u590d\u6742\u7f51\u7edc\u4e4b\u95f4\u7684\u5171\u6027\u548c\u5904\u7406\u5b83\u4eec\u7684\u666e\u9002\u65b9\u6cd5\uff0c\u5176\u7814\u7a76\u5bf9\u4e8e\u53d1\u5c55\u590d\u6742\u7cfb\u7edf\u7684\u57fa\u672c\u7406\u8bba\u53ca\u6784\u5efa\u4ea7\u751f\u4e86\u6781\u5927\u7684\u63a8\u52a8\u4f5c\u7528\u3002<\/span>\u96c6\u667a\u5b66\u56ed<\/span>\u76ee\u524d\u5df2\u7ecf\u6253\u9020\u4e86\u4e09\u671f<\/span>\u7f51\u7edc\u79d1\u5b66\u8bfe\u7a0b\uff1a<\/span><\/section>\n
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\u7b2c\u4e00\u671f\u6211\u4eec<\/span>\u6709\u5e78\u9080\u8bf7\u4e86\u6c6a\u5c0f\u5e06\u3001\u8d75\u6d77\u5174\u3001\u8bb8\u5c0f\u53ef\u3001\u53f2\u5b9a\u534e\u3001\u9648\u6e05\u534e\u3001\u5f20\u6c5f\u3001\u72c4\u589e\u5982\u3001\u9648\u5173\u8363\u3001\u6a0a\u745b\u3001\u5218\u5b97\u534e\u8fd9\u5341\u4e2a\u6765\u81ea\u516d\u5927\u4e0d\u540c\u9ad8\u6821\u3001\u5728\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u8015\u8018\u591a\u5e74\u7684\u6559\u6388\u4f5c\u4e3a\u5bfc\u5e08\uff0c\u4e00\u8d77<\/span>\u63a2\u7d22\u590d\u6742\u7f51\u7edc\u6743\u5a01\u5df4\u62c9\u5df4\u897f\u7684\u91cd\u78c5\u4e4b\u4f5c\u300a\u5df4\u62c9\u5df4\u897f\u7f51\u7edc\u79d1\u5b66\u300b\uff0c\u5171\u540c\u63ed\u79d8\u7f51\u7edc\u79d1\u5b66\u7684\u5e95\u5c42\u539f\u7406<\/span><\/span><\/span>\u3002\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span>\u4e0e\u7f51\u7edc\u79d1\u5b66\u5bb6\u4e00\u8d77\uff0c\u201c\u96c6\u667a\u201d\u5b66\u4e60\u300a\u5df4\u62c9\u5df4\u897f\u7f51\u7edc\u79d1\u5b66\u300b<\/a><\/span><\/strong><\/section>\n
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\u7b2c\u4e8c\u671f\u96c6\u667a\u5b66\u56ed<\/span>\u7279\u9080\u9648\u5173\u8363\u3001\u9879\u6797\u82f1\u3001\u6a0a\u745b\u3001\u5ba3\u7426\u3001\u674e\u7fd4\u3001\u53f2\u5b9a\u534e\u3001\u674e\u806a\u3001\u8363\u667a\u6d77\u3001\u5468\u8fdb\u3001\u738b\u7433\u7b49\u7f51\u7edc\u79d1\u5b66\u4e13\u5bb6\u4f5c\u4e3a\u5bfc\u5e08\uff0c\u4f9d\u6258\u6c6a\u5c0f\u5e06\u3001\u674e\u7fd4\u3001\u9648\u5173\u8363\u7684\u7ecf\u5178\u6559\u6750\u300a\u7f51\u7edc\u79d1\u5b66\u5bfc\u8bba\u300b\uff0c\u5f00\u5c55\u7cfb\u5217\u4e0a\u7ebf\u8bfe\u7a0b\uff0c\u4ee5\u7f51\u7edc\u52a8\u529b\u5b66\u4e3a\u4e3b\u7ebf\u6784\u5efa\u7f51\u7edc\u79d1\u5b66\u77e5\u8bc6\u4f53\u7cfb<\/span><\/span>\u3002\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span>2021\u91cd\u78c5\u65b0\u8bfe\uff1a\u63a2\u7d22\u7f51\u7edc\u52a8\u529b\u5b66\u2014\u2014\u7f51\u7edc\u79d1\u5b66\u7b2c\u4e8c\u671f<\/a><\/span><\/strong><\/section>\n

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\u7b2c\u4e09\u671f\u96c6\u667a\u5b66\u56ed<\/span>\u7279\u9080\u9648\u5173\u8363\u3001\u6a0a\u745b\u3001\u5468\u8fdb\u3001\u674e\u7fd4\u3001\u5f20\u6c5f\u3001\u95eb\u5c0f\u52c7\u3001\u5218\u5b97\u534e\u3001\u77f3\u5ddd\u3001\u865e\u6587\u6b66\u3001\u8d75\u6d77\u5174\u3001\u53f2\u5b9a\u534e\u52a0\u5165\uff0c\u56f4\u7ed5\u590d\u6742\u7f51\u7edc\u7684\u6570\u5b66\u5efa\u6a21\u4e0e\u5e94\u7528\u8fdb\u884c\u591a\u89d2\u5ea6\u7684\u4ecb\u7ecd<\/span><\/span><\/span>\u3002\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span>\u4ece\u6570\u5b66\u5efa\u6a21\u5230\u591a\u5b66\u79d1\u5e94\u7528\u2014\u2014\u7f51\u7edc\u79d1\u5b66\u00b7\u96c6\u667a\u8bfe\u5802\u5168\u65b0\u5347\u7ea7<\/a><\/span><\/strong><\/section>\n

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\u9ad8\u9636\u7f51\u7edc\u793e\u533a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u968f\u7740\u5bf9\u73b0\u5b9e\u4e16\u754c\u63a2\u7d22\u7684\u4e0d\u65ad\u6df1\u5165\uff0c\u4eba\u4eec\u53d1\u73b0\u5728\u8bb8\u591a\u771f\u5b9e\u7684\u590d\u6742\u7cfb\u7edf\u4e2d\uff0c\u7ec4\u6210\u7cfb\u7edf\u7684\u4e2a\u4f53\u4e4b\u95f4\u4e0d\u4ec5\u5b58\u5728\u4e8c\u5143\u4ea4\u4e92\u5173\u7cfb\uff0c\u4e5f\u5e7f\u6cdb\u5b58\u5728\u591a\u4e2a\u4f53\u540c\u65f6\uff08\u6216\u4ee5\u7279\u5b9a\u987a\u5e8f\uff09\u8fdb\u884c\u4ea4\u4e92\uff0c\u5373\u9ad8\u9636\u4ea4\u4e92\u73b0\u8c61\u3002\u4e3a\u6b64\uff0c\u7814\u7a76\u4eba\u5458\u5206\u522b\u53d1\u5c55\u51fa\u4e86\u57fa\u4e8e\u8d85\u56fe\u3001\u5355\u7eaf\u590d\u5f62\u3001\u4f9d\u8d56\u5173\u7cfb\u7b49\u7684\u7f51\u7edc\u9ad8\u9636\u8868\u793a\u6a21\u578b\uff0c\u4e3a\u590d\u6742\u7f51\u7edc\u5206\u6790\u548c\u7814\u7a76\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\u3002<\/span><\/section>\n

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\u7531\u7535\u5b50\u79d1\u6280\u5927\u5b66\u5415\u7433\u5a9b\u8001\u5e08\u3001\u4efb\u6653\u9f99\u8001\u5e08\u53ca\u4e2d\u56fd\u5730\u8d28\u5927\u5b66\uff08\u5317\u4eac\uff09\u7ba1\u9752\u8001\u5e08\u5728\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u53d1\u8d77\u4e86\u3010\u9ad8\u9636\u7f51\u7edc\u8bfb\u4e66\u4f1a<\/a><\/span>\u3011\u3002\u8bfb\u4e66\u4f1a\u56f4\u7ed5\u9ad8\u9636\u4ea4\u4e92\u7f51\u7edc\u7684\u57fa\u672c\u6982\u5ff5\u3001\u6a21\u578b\u3001\u65b9\u6cd5\u4e0e\u5e94\u7528\u7b49\u7814\u7a76\u8fdb\u884c\u7814\u8ba8\uff0c\u6309\u7167\u300c\u57fa\u7840\u7406\u8bba\u300d+\u300c\u6df1\u5165\u7406\u8bba\u300d+\u300c\u6848\u4f8b\u7814\u8ba8\u300d\u7684\u6a21\u5f0f\u5c55\u5f00\u3002\u8bfb\u4e66\u4f1a\u7b2c\u4e00\u5b63\u5df2\u7ecf\u5706\u6ee1\u7ed3\u675f\uff0c\u7b2c\u4e8c\u5b63\u6b63\u5728\u7b79\u5907\u4e2d\u3002\u73b0\u5728\u62a5\u540d\u52a0\u5165\u53ef\u4ee5\u89e3\u9501\u7b2c\u4e00\u5b63\u5168\u90e8\u5f55\u64ad\u89c6\u9891\u5e76\u52a0\u5165\u793e\u7fa4\u4ea4\u6d41\u3002<\/span><\/section>\n


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\u63a2\u7d22\u590d\u6742\u7cfb\u7edf\u9ad8\u9636\u4ea4\u4e92\u7684\u5965\u79d8 | \u9ad8\u9636\u7f51\u7edc\u8bfb\u4e66\u4f1a\u542f\u52a8<\/strong><\/a>
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\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n

1.  <\/strong>Physics Reports \u6700\u65b0\u7efc\u8ff0\uff1a\u9ad8\u9636\u4e92\u52a8\u7f51\u7edc\u7684\u7ed3\u6784\u548c\u52a8\u529b\u5b66<\/a><\/strong><\/span><\/strong><\/section>\n
2. <\/strong>\u591a\u5c42\u7f51\u7edc\u91cd\u6784\uff1a\u7ed3\u6784\u533a\u5206\u5ea6\u5982\u4f55\u51b3\u5b9a\u53ef\u91cd\u6784\u6027\uff1f<\/a><\/strong><\/span><\/strong><\/section>\n
3. <\/strong><\/strong>\u7f51\u7edc\u4e2d\u5fc3\u6027\uff1a\u591a\u79cd\u4e2d\u5fc3\u6027\u6307\u6807\u7684\u5b9a\u4e49\u4e0e\u5bf9\u6bd4 | \u96c6\u667a\u767e\u79d1<\/a><\/strong><\/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
5. <\/strong><\/strong>\u52a0\u5165\u96c6\u667a\u5b66\u56edVIP\uff0c\u4e00\u6b21\u6027\u83b7\u53d6\u96c6\u667a\u5e73\u53f0\u6240\u6709\u5185\u5bb9\u8d44\u6e90<\/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<\/section>\n


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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/strong><\/span><\/strong><\/section>\n<\/section>\n

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\u5bfc\u8bed \u4ece\u793e\u4ea4\u5a92\u4f53\u5230\u5168\u7403\u4ea4\u901a\u7f51\u7edc\uff0c\u8fd9\u4e9b\u76f8\u4e92\u8fde\u63a5\u7684\u590d\u6742\u7cfb\u7edf\u5728\u65b9\u4fbf\u6211\u4eec\u7684\u540c\u65f6\uff0c\u4e5f\u66b4\u9732\u51fa\u6f5c\u5728\u7684\u8106\u5f31\u6027\u3002\u8fd9\u79cd\u8106\u5f31\u6027\u53ef\u80fd\u6e90\u4e8e\u7f51\u7edc\u7ed3\u6784\u672c\u8eab\uff0c\u4e5f\u53ef\u80fd\u56e0\u4e3a\u67d0\u4e9b\u5173\u952e\u8282\u70b9\u7684\u5f71\u54cd\u800c\u663e\u8457\u589e\u5f3a\u3002\u90a3\u4e48\uff0c\u5982\u4f55\u8bc4\u4f30\u548c\u7406\u89e3\u8fd9\u79cd\u8106\u5f31\u6027\u5462\uff1f\u6700\u65b0\u53d1\u8868\u4e8e Nature Communications \u7684\u4e00\u9879\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u7f51\u7edc\u4e2d\u5fc3\u6027\u5ea6\u91cf\u65b9\u6cd5…<\/p>\n","protected":false},"author":0,"featured_media":47499,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/47509"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=47509"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/47509\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/47499"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=47509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=47509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=47509"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=47509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}