{"id":21768,"date":"2019-10-27T07:48:06","date_gmt":"2019-10-26T23:48:06","guid":{"rendered":"https:\/\/swarma.org\/?p=21768"},"modified":"2019-10-27T07:48:06","modified_gmt":"2019-10-26T23:48:06","slug":"%e7%bd%91%e7%bb%9c%e7%a7%91%e5%ad%a6%e7%9a%84%e9%bb%84%e9%87%91%e6%97%b6%e4%bb%a3%ef%bc%9a%e4%b8%ad%e5%9b%bd%e7%a7%91%e5%ad%a6%e5%ae%b6%e5%a4%a7%e6%94%be%e5%bc%82%e5%bd%a9","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=21768","title":{"rendered":"\u201c\u7f51\u7edc\u79d1\u5b66\u7684\u9ec4\u91d1\u65f6\u4ee3\u201d\uff1a\u4e2d\u56fd\u79d1\u5b66\u5bb6\u5927\u653e\u5f02\u5f69"},"content":{"rendered":"
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\u6700\u8fd1\u7684\u4e00\u7bc7arXiv\u9884\u5370\u672c\u8bba\u6587\u4e2d\uff0c\u7814\u7a76\u8005\u901a\u8fc7\u5408\u4f5c\u7f51\u7edc\u63a2\u7a76\u4e8c\u5341\u5e74\u6765\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u7684\u53d1\u5c55\u3002<\/span>\u57fa\u4e8e\u4e09\u7bc7\u7f51\u7edc\u79d1\u5b66\u5960\u57fa\u6027\u7684\u8bba\u6587Watts & Strogatz,1998, Barab\u00e1si & Albert,1999 \u548c Girvan & Newman,2002\uff0c\u7814\u7a76\u4eba\u5458\u5206\u6790\u4e86\u4e8c\u5341\u5e74\u6765\u5f15\u7528\u8fd9\u4e09\u7bc7\u8bba\u6587\u7684\u6240\u6709\u8bba\u6587\uff0c\u517129528\u7bc7\uff0c\u6784\u5efa\u4e86\u4e00\u4e2a\u5305\u62ec52406\u4f4d\u7f51\u7edc\u79d1\u5b66\u5bb6\u7684\u5408\u8457\u5173\u7cfb\u7f51\u7edc\u3002<\/span>\u6587\u7ae0\u4e2d\u627e\u5230\u4e86\u6700C\u4f4d\u7684\u4f5c\u8005\uff0c\u6700\u5927\u7684\u7814\u7a76\u793e\u7fa4\uff0c\u4ee5\u53ca\u5408\u4f5c\u6a21\u5f0f\u7684\u53d8\u5316\u3002<\/span>
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\u8bba\u6587\u9898\u76ee\uff1a <\/p>\n

Two Decades of Network Science as seen through the co-authorship network of network scientists<\/p>\n

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https:\/\/arxiv.org\/abs\/1908.08478<\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u8fd120\u5e74\u6765\uff0c\u7f51\u7edc\u79d1\u5b66\u5df2\u7ecf\u6e10\u6e10\u53d1\u5c55\u4e3a\u65b0\u7684\u72ec\u7acb\u5b66\u79d1\u3002<\/span><\/strong>2005\u5e74\uff0c\u7f8e\u56fd\u56fd\u5bb6\u79d1\u5b66\u7814\u7a76\u59d4\u5458\u4f1a\uff08U.S. National Research Council\uff09\u628a\u7f51\u7edc\u79d1\u5b66\u5b9a\u4e49\u4e3a\u57fa\u7840\u7814\u7a76\u9886\u57df\u3002\u81ea\u6b64\uff0c\u76f8\u5173\u520a\u7269\u3001\u5b66\u672f\u4f1a\u8bae\u89c4\u6a21\u65e5\u76ca\u58ee\u5927\u3002\u5927\u5b66\u91cc\uff0c\u81f4\u529b\u4e8e\u7814\u7a76\u7f51\u7edc\u79d1\u5b66\u7684\u7814\u7a76\u751f\u3001\u535a\u58eb\u9879\u76ee\u4e5f\u7eb7\u7eb7\u5efa\u7acb\u8d77\u6765\uff0c\u5982\u7f8e\u56fd\u4e1c\u5317\u5927\u5b66\u7684\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u6240\uff08Network Science Institute at Northeastern University\uff09\u4e13\u95e8\u8bbe\u7f6e\u7684\u7f51\u7edc\u79d1\u5b66\u535a\u58eb\u9879\u76ee\uff0c\u897f\u5317\u5927\u5b66\u7684\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u6240\uff08Northwestern Institute on Complex System\uff09\uff0c\u8036\u9c81\u5927\u5b66\u7684\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u6240\uff08Yale Institute for Network Science\uff09\uff0c\u675c\u514b\u5927\u5b66\u7684\u7f51\u7edc\u5206\u6790\u4e2d\u5fc3\uff08Duke Network Analysis Center\uff09\uff0c\u56fd\u5185\u7684\u4e2d\u79d1\u9662\u6570\u5b66\u4e0e\u7cfb\u7edf\u79d1\u5b66\u7814\u7a76\u9662\u4e0e\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u7b49\u7b49\u3002<\/span><\/p>\n


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\u540c\u65f6\uff0c\u5b66\u754c\u4e5f\u51fa\u73b0\u4e86\u5f88\u591a\u5bf9\u7f51\u7edc\u79d1\u5b66\u7684\u8d28\u7591\u3002\u4e00\u4e9b\u6587\u7ae0\u8d28\u7591\u65e0\u6807\u5ea6\u6027\u8d28\u7684\u666e\u904d\u6027\uff0c\u5e76\u63d0\u51fa\u751f\u7269\u5b66\u91cc\u7684\u7f51\u7edc\u548c\u56e0\u7279\u7f51\u90fd\u4e0d\u662f\u65e0\u6807\u5ea6\u7684\u3002<\/span>\u8fd9\u4e9b\u6587\u7ae0\u6279\u8bc4\u4e86\u5c11\u6570\u7f51\u7edc\u79d1\u5b66\u6587\u732e\u4e2d\uff0c\u6570\u636e\u4e0d\u8db3\u3001\u4f4e\u8d28\u91cf\u7684\u8861\u91cf\u65b9\u6cd5\uff0c\u7f3a\u5c11\u4ed4\u7ec6\u7684\u7edf\u8ba1\u68c0\u9a8c\u7b49\u73b0\u8c61\u3002<\/span><\/strong>\u6279\u8bc4\u8005\u8fd8\u6307\u51fa\uff0c\u4e00\u4e9b\u7ecf\u5e38\u5728\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u4f7f\u7528\u7684\u65b9\u6cd5\uff0c\u5982\u6700\u5c0f\u4e8c\u4e58\u6cd5\uff08least-squares fitting\uff09\uff0c\u4f1a\u63d0\u4f9b\u4e25\u91cd\u4e0d\u51c6\u786e\u7684\u53c2\u6570\u4f30\u8ba1\u3002\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u6ca1\u6709\u6279\u8bc4\u4eba\u58eb\u5426\u8ba4\u7814\u7a76\u590d\u6742\u7f51\u7edc\u7684\u91cd\u8981\u6027\uff0c\u4ed6\u4eec\u66f4\u591a\u7684\u662f\u63d0\u51fa\u7814\u7a76\u65b9\u6cd5\u4e0a\u7684\u987e\u8651\u3002<\/span><\/p>\n

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2019\u5e745\u670816\u65e5\uff0c\u7814\u7a76\u4eba\u5458\u4eceWeb of Science\u7684\u53c2\u8003\u6587\u732e\u6570\u636e\u5e93\u63d0\u53d6\u6240\u9700\u6570\u636e\uff0c\u7b5b\u9009\u6761\u4ef6\u662f\u5f15\u7528\u8fc7\u4e09\u7bc7\u91cc\u7a0b\u7891\u8bba\u6587\u7684\u6587\u732e\u3002<\/span><\/strong>\u8fd9\u4e09\u7bc7\u91cc\u7a0b\u7891\u8bba\u6587\u5206\u522b\u662f\uff1a<\/span><\/p>\n

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    \n
  1. \n

    1998\u5e74\uff0cWatts & Strogatz \u5728Nature\u4e0a\u53d1\u8868\u7684Collective dynamics of \u2018small-world\u2019 networks \u4e2d\u5f15\u5165\u201c\u5c0f\u4e16\u754c\u201d\u6a21\u578b\uff1b<\/span><\/p>\n

    https:\/\/www.nature.com\/articles\/30918.<\/span><\/p>\n<\/li>\n

  2. \n

    1999\u5e74\uff0cBarab\u00e1si & Albert\u5728Science\u4e0a\u53d1\u8868\u7684Emergence of scaling in random networks \u4e2d\u5f15\u5165\u201c\u504f\u597d\u4f9d\u9644\u201d\u6a21\u578b\uff1b<\/span><\/p>\n

    https:\/\/science.sciencemag.org\/content\/286\/5439\/509.full
    <\/span><\/p>\n<\/li>\n

  3. \n

    2002\u5e74\uff0cGirvan & Newman\u5728\u7f8e\u56fd\u56fd\u5bb6\u79d1\u5b66\u9662\u9662\u520a\u4e0a\u53d1\u8868\u7684Community structure in social and biological networks \u5f15\u5165\u793e\u7fa4\u7ed3\u6784\u6027\u8d28\uff1b<\/span><\/p>\n

    https:\/\/www.pnas.org\/content\/99\/12\/7821.short<\/span><\/p>\n<\/li>\n<\/ol>\n


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    <\/section>\n
    <\/section>\n
    \u4e0b\u9762\u4e24\u5e45\u56fe\u5206\u522b\u662f\u7f51\u7edc\u79d1\u5b66\u6587\u732e\u4e3b\u8981\u7684\u7814\u7a76\u9886\u57df\uff0c\u4f53\u73b0\u4e86\u7f51\u7edc\u79d1\u5b66\u7684\u8de8\u5b66\u79d1\u7279\u5f81\u3002\u6211\u4eec\u53ef\u4ee5\u770b\u51fa\uff0c\u5728\u7b2c\u4e00\u4e2a\u5341\u5e74\u4e3b\u8981\u662f\u4fa7\u91cd\u4e8e\u7269\u7406\u5b66\u9886\u57df\uff0c\u4e4b\u540e\u8ba1\u7b97\u673a\u79d1\u5b66\u5c55\u9732\u5934\u89d2\u3001\u5360\u9886\u9ad8\u5730\uff0c\u795e\u7ecf\u79d1\u5b66\u4e5f\u5728\u8fd1\u5341\u5e74\u5f00\u59cb\u4f7f\u7528\u7f51\u7edc\u79d1\u5b66\u5de5\u5177\u3002 <\/span><\/section>\n
    <\/section>\n
     <\/span>       <\/span>   <\/span><\/section>\n

    \u56fe2\uff1a\u6587\u732e\u4e3b\u8981\u768412\u4e2a\u7814\u7a76\u9886\u57df\u3002<\/span><\/strong><\/span>\u84dd\u8272\u90e8\u5206\u662f\u622a\u6b622009\u5e74\u5e95\u7684\u6587\u732e\u6570\uff1b<\/span><\/strong>
    <\/p>\n

    \u6a59\u8272\u90e8\u5206\u662f2010\u5e74\u521d\u4e4b\u540e\u7684\u6587\u732e\u6570<\/span><\/strong><\/section>\n
    <\/section>\n
     <\/span>       <\/span>       <\/span>\u56fe3\uff1a<\/span><\/strong><\/span>\u6587\u732e\u6240\u53d1\u8868\u7684\u4e3b\u8981\u768412\u4efd\u671f\u520a\u3002<\/strong>\u5176\u4e2d\uff0c\u7269\u7406\u5b66\u671f\u520a\u5360\u6bd4\u5f88\u5927\u3002<\/strong><\/section>\n
    <\/section>\n
    \u84dd\u8272\u90e8\u5206\u662f\u622a\u6b622009\u5e74\u5e95\u7684\u6587\u732e\u6570\uff1b<\/strong><\/span>\u6a59\u8272\u90e8\u5206\u662f2010\u5e74\u521d\u4e4b\u540e\u7684\u6587\u732e\u6570<\/strong><\/section>\n
    <\/section>\n
     <\/span><\/section>\n
    \u5728\u6587\u7ae0\u7684\u6570\u636e\u5e93\u4e2d\uff0c\u8bba\u6587\u91cf\u524d\u4e09\u7532\u7686\u4e3a\u4e2d\u56fd\u4eba\u3002\u8bba\u6587\u91cf\u6700\u9ad8\u7684\u662f\u9999\u6e2f\u57ce\u5e02\u5927\u5b66\u7535\u5b50\u5de5\u7a0b\u7cfb\u7684\u9648\u5173\u8363\u6559\u6388\uff0c\u4ed6\u7684\u7814\u7a76\u65b9\u5411\u662f\u975e\u7ebf\u6027\u7cfb\u7edf\u7684\u63a7\u5236\u7406\u8bba\u548c\u52a8\u529b\u5b66\u5206\u6790\u3002\u8bba\u6587\u91cf\u7b2c\u4e8c\u7b2c\u4e09\u7684\u5206\u522b\u662f\u7535\u5b50\u79d1\u6280\u5927\u5b66\u7684\u5468\u6d9b\u6559\u6388\u548c\u4e2d\u56fd\u79d1\u6280\u5927\u5b66\u7684\u6c6a\u79c9\u5b8f\u6559\u6388\u3002 <\/span><\/section>\n

     <\/span><\/p>\n

    \u56fe4\uff1a\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u91cf\u6700\u9ad8\u768410\u4f4d\u4f5c\u8005\u59d3\u540d\u3001\u8bba\u6587\u6570\u3001\u5f15\u6587\u6570<\/span><\/strong><\/span>
    <\/p>\n

     <\/span><\/section>\n
    \u4e0b\u56fe\u7684\u4e24\u4e2a\u8bcd\u4e91\u5206\u522b\u63cf\u8ff0\u4e86\u7b2c\u4e00\u4e2a\u5341\u5e74\u548c\u7b2c\u4e8c\u4e2a\u5341\u5e74\u7684\u7f51\u7edc\u79d1\u5b66\u6587\u732e\u5e38\u7528\u7684\u5173\u952e\u8bcd\u3002\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u524d\u534a\u90e8\u5206\u4e3b\u8981\u662f\u7ed3\u6784\u76f8\u5173\uff08\u5982\uff1a\u65e0\u6807\u5ea6\u3001\u5c0f\u4e16\u754c\u3001\u62d3\u6251\uff09\u548c\u6a21\u578b\u76f8\u5173\uff08\u5982\uff1a\u504f\u597d\u4f9d\u9644\u673a\u5236\uff09\uff0c\u800c\u540e\u534a\u90e8\u5206\u7684\u7814\u7a76\u4e3b\u9898\uff0c\u5982\u793e\u7fa4\u53d1\u73b0 (community detection)\u3001\u793e\u4ea4\u7f51\u7edc\u5206\u6790 (social network analysis)\u3001\u5927\u6570\u636e\u3001\u6570\u636e\u6316\u6398 (data mining)\uff0c\u8f6c\u53d8\u4e3a\u66f4\u706b\u7684\u5173\u952e\u8bcd\u3002\u7b2c\u4e00\u4e2a\u65f6\u671f\u4e3b\u8981\u7814\u7a76\u7684\u662f\u56e0\u7279\u7f51\u3001P2P\u3001\u548c\u86cb\u767d\u8d28\u4ea4\u4e92\u7f51\u7edc\uff0c\u800c\u81ea2010\u5e74\u8d77\uff0c\u7814\u7a76\u65b9\u5411\u66f4\u591a\u5730\u8f6c\u4e3a\u793e\u4ea4\u7f51\u7edc\u548c\u8111\u7f51\u7edc\u3002<\/span><\/section>\n

    <\/section>\n
         <\/span><\/section>\n
    \u56fe5\uff1a1998-2009\u5e74\u548c2010-2019\u5e74<\/span><\/strong><\/span>\u7f51\u7edc\u79d1\u5b66\u6587\u732e\u9ad8\u9891\u5173\u952e\u8bcd\u7684\u8bcd\u4e91<\/span><\/strong><\/section>\n
    <\/section>\n
     <\/span><\/section>\n
     <\/span><\/section>\n
    \n
    \n
    \n
    \n
    <\/p>\n

    \u5408\u8457\u7f51\u7edc\u4e2d\u6d1e\u6089\u5408\u4f5c\u6a21\u5f0f<\/strong><\/span><\/p>\n

    \u56fd\u9645\u5408\u4f5c\u9891\u7e41 \u4e2d\u56fd\u5360\u6709\u4e00\u5e2d\u4e4b\u5730<\/strong><\/span><\/p>\n

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


    <\/section>\n
    \u7814\u7a76\u4eba\u5458\u6784\u5efa\u4e86\u65e0\u5411\u7684 (undirected)\u3001\u975e\u52a0\u6743 (unweighted)\u7684\u5408\u8457\u5173\u7cfb\u7f51\u7edc\uff0c\u7f51\u7edc\u4e2d\u5ea6\u7684\u5e73\u5747\u6570\u662f12.56\uff0c\u4e2d\u4f4d\u6570\u662f4\uff0c\u4e5f\u5c31\u662f\u8bf4\u6bcf\u4e2a\u79d1\u5b66\u5bb6\u5e73\u5747\u670912\u4e2a\u5408\u4f5c\u8005\uff0c\u800c\u4e2d\u4f4d\u6570\u4ec5\u4e3a4\u4f4d\u3002\u4e0b\u56fe\u4e3a\u5408\u8457\u5173\u7cfb\u7f51\u7edc\u7684\u5ea6\u5206\u5e03\u56fe\uff0c\u5171851\u4f4d\u4f5c\u8005\u6ca1\u6709\u5408\u8457\u6587\u7ae0\uff0c\u6700\u6709\u4ee3\u8868\u6027\u7684\u662f\u4e8c\u81f3\u56db\u4f4d\u5408\u4f5c\u8005\u3002\u5408\u4f5c\u8005\u6700\u591a\u7684\u662f\u7f8e\u56fd\u5357\u52a0\u5dde\u5927\u5b66\u7684\u795e\u7ecf\u79d1\u5b66\u5bb6\u4fdd\u7f57\u00b7\u6c64\u59c6\u751f (Paul M. Thompson)\uff0c\u5171\u6709444\u4f4d\u5408\u4f5c\u8005\u3002 <\/span><\/section>\n
     <\/span>       <\/span>\u56fe6\uff1a\u7f51\u7edc\u7684\u5ea6\u5206\u5e03\u9075\u5faa\u5e42\u5f8b<\/span><\/strong><\/section>\n
    <\/section>\n
     <\/span><\/section>\n
    \u53e6\u5916\uff0c\u6b64\u5408\u8457\u5173\u7cfb\u7f51\u7edc\u662f\u9ad8\u5ea6\u96c6\u805a\u7684<\/strong>\uff0c\u6574\u4f53\u96c6\u805a\u7cfb\u6570 (gloabl clustering coefficient) \u662f0.98\uff0c\u5e73\u5747\u5c40\u90e8\u96c6\u805a\u7cfb\u6570\u662f0.77\u3002\u6700\u5927\u8054\u901a\u5206\u652f\u4e2d\u7684\u5e73\u5747\u6700\u77ed\u8def\u5f84\u662f6.8\uff0c\u4f53\u73b0\u4e86\u8be5\u7f51\u7edc\u7684\u5c0f\u4e16\u754c\u6027\u8d28\u3002\u901a\u8fc7\u8ba1\u7b97\u4f5c\u8005\u5728\u7f51\u7edc\u4e2d\u7684\u4e2d\u5fc3\u5ea6\uff0c\u7814\u7a76\u4eba\u5458\u627e\u5230\u4e86\u6700\u4e2d\u5fc3\u768410\u4f4d\u4f5c\u8005\uff1a <\/span><\/section>\n
           <\/span>\u88681\uff1a\u6839\u636e\u4e2d\u4ecb\u4e2d\u5fc3\u5ea6\u6392\u5e8f\u7684\u6700\u4e2d\u5fc3\u768410\u4f4d\u4f5c\u8005\u4ee5\u53ca\u4ed6\u4eec\u7684\u8c03\u548c\u4e2d\u5fc3\u5ea6\u548c\u5f15\u6587\u6570<\/span><\/strong><\/section>\n
     <\/span><\/section>\n
    \u7f51\u7edc\u79d1\u5b66\u5bb6\u4eec\u4e4b\u95f4\u7684\u8054\u7cfb\u4e5f\u9010\u6e10\u53d8\u5f97\u8d8a\u6765\u8d8a\u591a\u3002\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u4e0d\u4ec5\u6700\u5927\u8054\u901a\u5206\u652f\uff08\u6a59\u7ebf\uff09\u7684\u4f53\u91cf\u53d8\u5927\u4e86\uff0c\u800c\u4e14\u5176\u76f8\u5bf9\u4e8e\u6574\u4e2a\u7f51\u7edc\u7684\u6bd4\u4f8b\uff08\u84dd\u7ebf\uff09\u4e5f\u6709\u589e\u52a0\uff0c2019\u5e74\u6700\u5927\u7684\u8054\u901a\u5206\u652f\u5305\u542b32904\u4f4d\u4f5c\u8005\uff0c\u5360\u636e\u6574\u4e2a\u5408\u8457\u7f51\u7edc\u768462.8%\uff0c\u4f53\u73b0\u4e86\u7f51\u7edc\u79d1\u5b66\u793e\u7fa4\u7684\u591a\u6837\u6027\u4e0e\u5408\u4f5c\u6027\u3002<\/strong> <\/strong><\/span><\/section>\n
          <\/span><\/section>\n
    <\/section>\n
    \u56fe7\uff1a\u6700\u5927\u8054\u901a\u5206\u652f\u7edd\u5bf9\u548c\u76f8\u5bf9\u4f53\u91cf\u968f\u65f6\u95f4\u7684\u53d8\u5316<\/span><\/strong><\/span><\/section>\n
     <\/span><\/strong><\/span><\/section>\n
    \u6b64\u5916\uff0c\u7814\u7a76\u4eba\u5458\u8fd8\u7528\u6a21\u5757\u6700\u5927\u5316\u793e\u7fa4\u53d1\u73b0\u7b97\u6cd5 (Clauset-Newman-Moore greedy modularity maximization community detection algorithm) \uff0c\u627e\u5230\u4e86\u51e0\u4e2a\u4e3b\u8981\u7684\u3001\u5185\u90e8\u8054\u7cfb\u7d27\u5bc6\u7684\u793e\u7fa4\u3002\u5176\u4e2d\u6700\u5927\u7684\u793e\u7fa4\u662f\u4e3b\u8981\u7531\u4e2d\u56fd\u7684\u7269\u7406\u5b66\u5bb6\u7ec4\u6210\uff0c\u5171\u670914136\u4f4d\u4f5c\u8005\u3002\u5c31\u8bba\u6587\u91cf\u800c\u8a00\uff0c\u4e2d\u56fd\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u7684\u8bba\u6587\u91cf\u57282009\u5e74\u5de6\u53f3\u5c31\u5df2\u8d76\u8d85\u7f8e\u56fd\u3002<\/span><\/section>\n

          <\/span>  <\/span>\u56fe8\uff1a<\/span><\/strong><\/span>\u4e3a\u63a2\u7a76\u7f51\u7edc\u5408\u4f5c\u9886\u57df\u7684\u56fd\u9645\u5408\u4f5c\u6a21\u5f0f\uff0c\u6587\u7ae0\u6784\u5efa\u4e86\u6b64\u8fb9\u52a0\u6743\u7684\u7f51\u7edc\u3002\u8282\u70b9\u7684\u5927\u5c0f\u8868\u793a\u8be5\u56fd\u5bb6\u7684\u4f5c\u8005\u8d21\u732e\u7684\u6587\u732e\u6570\u91cf\uff0c\u8fb9\u7684\u5bbd\u5ea6\u8868\u793a\u8be5\u4e24\u56fd\u4f5c\u8005\u4e4b\u95f4\u7684\u5408\u8457\u6587\u732e\u6570\u3002\u6211\u4eec\u770b\u51fa\uff0c\u4e2d\u56fd\u8d21\u732e\u7684\u6587\u732e\u4f53\u91cf\u6700\u5927\uff0c\u800c\u7f8e\u56fd\u5f88\u6ce8\u91cd\u56fd\u9645\u5408\u4f5c\uff0c\u6b27\u6d32\u56fd\u5bb6\u4e4b\u95f4\u4e5f\u6709\u5f88\u591a\u5408\u4f5c<\/span><\/strong><\/p>\n

     <\/span><\/section>\n
           <\/span>  <\/span>\u56fe9\uff1a<\/span><\/strong><\/span>\u5bf9\u6570\u6807\u5c3a\u4e0a\uff0c\u7f51\u7edc\u79d1\u5b66\u6587\u732e\u7684\u7d2f\u8ba1\u6570\u968f\u65f6\u95f4\u7684\u53d8\u5316\u3002<\/span><\/strong><\/span>\u6bcf\u6761\u7ebf\u4ee3\u8868\u7b2c\u4e00\u4f5c\u8005\u7684\u56fd\u5bb6\uff0c<\/span><\/strong><\/section>\n
    \u6df1\u84dd\u8272\u7ebf\u4ee3\u8868\u4e2d\u56fd\uff0c\u6a59\u8272\u7ebf\u4ee3\u8868\u7f8e\u56fd<\/span><\/strong><\/span><\/section>\n
     <\/span><\/section>\n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u7ed3\u8bed<\/strong><\/span><\/p>\n

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


    <\/section>\n
    \u5408\u8457\u5173\u7cfb\u52fe\u52d2\u51fa\u5b66\u754c\u7814\u7a76\u5408\u4f5c\u7684\u6a21\u5f0f\uff0c\u662f\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u8ba9\u5206\u6563\u4e13\u4e1a\u77e5\u8bc6\u6c47\u96c6\u3001\u4ea7\u751f\u65b0\u53d1\u73b0\u7684\u673a\u5236\u3002<\/span><\/strong>\u5408\u8457\u5173\u7cfb\u7f51\u7edc\u5df2\u7ecf\u5728\u4e0d\u540c\u9886\u57df\u3001\u4ee5\u4e0d\u540c\u7684\u65b9\u5f0f\u548c\u89d2\u5ea6\u7528\u4e8e\u63a2\u7d22\u79d1\u5b66\u5bb6\u7684\u5408\u4f5c\u6a21\u5f0f\u3002\u8fd9\u7bc7\u6587\u7ae0\u63ed\u793a\u4e86\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u7684\u5408\u4f5c\u6a21\u5f0f\u53ca\u5176\u53d1\u5c55\u3002\u7531\u4e8e\u6570\u636e\u5e93\u7684\u5c40\u9650\u6027\uff0c\u5176\u7ed3\u679c\u4e0d\u53ef\u907f\u514d\u5730\u4f1a\u6709\u504f\u5dee\uff0c\u4f46\u4e5f\u4e3a\u6211\u4eec\u7aa5\u63a2\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u7684\u53d1\u5c55\u63d0\u4f9b\u4e86\u91cd\u8981\u7684\u53c2\u8003\u3002<\/span><\/section>\n

    <\/span><\/section>\n
    \u7f51\u7edc\u79d1\u5b66\u4ece1998\u5e74\u524d\u540e\u5f02\u519b\u7a81\u8d77\uff0c\u81f3\u4eca\u5df2\u7ecf20\u5e74\uff0c\u4e2d\u56fd\u7f51\u7edc\u79d1\u5b66\u83b7\u5f97\u98de\u8dc3\u53d1\u5c55\uff0c\u4e2d\u56fd\u5b66\u8005\u4ece\u53d1\u6587\u6570\u91cf\u5230\u88ab\u5f15\u6570\u91cf\u90fd\u9010\u6b65\u4e0a\u5347\uff0c\u6b63\u5728\u5411\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u7684C\u4f4d\u9760\u8fd1\u3002<\/span><\/section>\n

    <\/span><\/section>\n
     <\/span><\/section>\n
    <\/section>\n
    \n
    \n
    \n
    \u53ef\u4ee5\u8fdb\u4e00\u6b65\u4e86\u89e3\u8bba\u6587\u516c\u5f00\u6570\u636e\u5e93\uff1a<\/span><\/section>\n
    https:\/\/github.com\/marcessz\/Two-Decades-of-Network-Science<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n


    <\/p>\n

    \n
    \n
    \n
    \u4f5c\u8005\uff1a\u5434\u96e8\u6850<\/span><\/section>\n
    \u5ba1\u6821\uff1a\u5218\u57f9\u6e90<\/section>\n
    \u7f16\u8f91\uff1a\u5f20\u723d<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n
    \n
    \n


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

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

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


    <\/a><\/p>\n

    \u5c0f\u4e16\u754c\u7f51\u7edc\u3001\u504f\u597d\u4f9d\u9644\u673a\u5236\u3001\u8de8\u5b66\u79d1\u7814\u7a76\u2014\u2014\u7f51\u7edc\u79d1\u5b6620\u5e74<\/span><\/strong><\/a>
    <\/section>\n
    \u89e3\u8bfb\u5e42\u5f8b\u548c\u65e0\u6807\u5ea6 | \u7f51\u7edc\u79d1\u5b66\u5165\u95e8<\/span><\/strong><\/a><\/section>\n
    \u7ecf\u6d4e\u590d\u6742\u6027\u6307\u6570\uff1a\u5229\u7528\u7f51\u7edc\u79d1\u5b66\u5224\u65ad\u56fd\u5bb6\u7ecf\u6d4e\u5b9e\u529b<\/span><\/strong><\/a>
    <\/section>\n
    21\u4e16\u7eaa\u793e\u4ea4\u56fe\u9274\uff1a\u7f51\u7edc\u79d1\u5b66\u201c\u652f\u914d\u201d\u4e0b\u7684\u7f51\u6e38\u73a9\u5bb6\u884c\u4e3a\u6a21\u5f0f<\/span><\/strong><\/a><\/section>\n
    \u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n

    <\/section>\n

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


    <\/p>\n

    \n


    <\/p>\n


    <\/p>\n

    \n
    \n
    \n
    \n
    \n
    \n

    \u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n

    \u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org
    <\/span><\/strong><\/p>\n

    \n

    \u25c6 <\/span>\u25c6 <\/span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n

    \u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n


    <\/span><\/strong><\/span><\/p>\n

    \u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n

    \n

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

    \u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

    \n

    \u672c\u7bc7\u6587\u7ae0\u6765\u6e90\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7: \u96c6\u667a\u4ff1\u4e50\u90e8 <\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

    \u5bfc\u8bed \u8fd120\u5e74\u6765\uff0c\u4fe1\u606f\u6280\u672f\u7684\u53d1\u5c55\u548c\u8fdb\u6b65\u4e3a\u5927\u7f51\u7edc\u7814\u7a76\u63d0\u4f9b\u4e86\u65b0\u7684\u9014\u5f84\uff0c\u7f51\u7edc\u79d1\u5b66\u5df2\u7ecf\u6e10\u6e10\u53d1\u5c55\u4e3a\u65b0\u7684\u72ec\u7acb\u5b66\u79d1\u3002\u8fd9\u4e8c\u5341\u5e74\u88ab\u8ba4\u4e3a\u662f\u201c\u7f51\u7edc\u79d1\u5b66\u7684\u9ec4\u91d1\u65f6\u4ee3\u201d\u3002 \u6700\u8fd1\u7684\u4e00\u7bc7arXiv\u9884\u5370\u672c\u8bba\u6587\u4e2d\uff0c\u7814\u7a76\u8005\u901a\u8fc7\u5408\u4f5c\u7f51\u7edc\u63a2\u7a76\u4e8c\u5341\u5e74\u6765\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u7684\u53d1\u5c55\u3002\u57fa\u4e8e\u4e09\u7bc7\u7f51\u7edc\u79d1\u5b66\u5960\u57fa\u6027\u7684\u8bba\u6587Watts & Strogatz,1…<\/p>\n","protected":false},"author":1,"featured_media":0,"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\/21768"}],"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"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=21768"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/21768\/revisions"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=21768"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=21768"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=21768"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=21768"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}