{"id":21253,"date":"2020-10-16T19:55:38","date_gmt":"2020-10-16T11:55:38","guid":{"rendered":"https:\/\/swarma.org\/?p=21253"},"modified":"2020-10-16T19:55:38","modified_gmt":"2020-10-16T11:55:38","slug":"%e5%9f%8e%e5%b8%82%e7%a9%ba%e9%97%b4%e6%a0%bc%e5%b1%80%e7%9a%84%e6%a2%af%e5%ba%a6%e6%a8%a1%e5%9e%8b-%e7%bd%91%e7%bb%9c%e7%a7%91%e5%ad%a6%e8%ae%ba%e6%96%87%e9%80%9f%e9%80%9212%e7%af%87","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=21253","title":{"rendered":"\u57ce\u5e02\u7a7a\u95f4\u683c\u5c40\u7684\u68af\u5ea6\u6a21\u578b | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901212\u7bc7"},"content":{"rendered":"
\n
\u96c6\u667a\u6591\u56fe\u6700\u65b0\u8bba\u6587\u680f\u76ee\uff0c\u5173\u6ce8\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3001\u7edf\u8ba1\u7269\u7406\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\uff0c\u6bcf\u5929\u5373\u65f6\u66f4\u65b0\u76f8\u5173\u9876\u520a\u8bba\u6587\uff0c\u548c\u6700\u65b0arXiv\u9884\u5370\u672c\u8bba\u6587\u3002<\/span>
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\u672c\u6587\u662f\u5bf9\u8fd1\u671f<\/span>arX<\/span>iv<\/span>\u8bba\u6587\u7684<\/span>\u6c47\u603b\u7f16\u8bd1\uff08by \u5f69\u4e91\u5c0f\u8bd1\uff09\u3002\u66f4\u591a\u6700\u65b0\u8bba\u6587\uff0c\u8bf7\u626b\u4e8c\u7ef4\u7801\u83b7\u53d6\u3002<\/span><\/section>\n

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\u6838\u5fc3\u901f\u9012<\/span><\/section>\n

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    \n
  • \n

    \u57ce\u5e02\u7a7a\u95f4\u683c\u5c40\u7684\u68af\u5ea6\u6a21\u578b\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u591a\u4e3b\u4f53\u4fe1\u8d56\u57df\u7b56\u7565\u4f18\u5316\uff1b<\/span>
    <\/h2>\n<\/li>\n
  • \n

    \u81ea\u6211\u7ec4\u7ec7\u7684\u4e34\u754c\u7a81\u89e6\u53ef\u5851\u6027\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u4e2d\u81ea\u52a8\u7ba1\u7406\u8d26\u6237\u68c0\u6d4b\u7684\u56fe\u5d4c\u5165\u65b9\u6cd5\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u5927\u6d41\u884c\u671f\u95f4\u7684\u98df\u7269\u8bed\u8a00: \u5173\u4e8e\u65b0\u51a0\u80ba\u708e\u7684\u996e\u98df\u5f71\u54cd\u7684\u63d0\u793a\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u65f6\u95f4\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u521b\u9020\u529b: \u53d1\u6563\u6027\u601d\u7ef4\u5982\u4f55\u53d7\u540c\u4f34\u9009\u62e9\u7684\u5f71\u54cd\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u6d41\u884c\u75c5\u4f20\u64ad\u7684\u9a6c\u5c14\u53ef\u592b\u968f\u673a\u884c\u8d70\u6a21\u578b\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u5f02\u6784\u590d\u6742\u7f51\u7edc\u4e2d\u57fa\u4e8e\u6700\u4f18\u6d4b\u8bd5\u5305\u7684\u4f20\u67d3\u75c5\u4f20\u64ad\u5e72\u9884\u7b56\u7565\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u89e3\u7ea0\u7f20\u52a8\u6001\u56fe\u6df1\u5ea6\u751f\u6210\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u77ac\u65f6\u5d4c\u5165: \u4e00\u79cd\u9ad8\u6548\u7684\u5c40\u90e8\u8282\u70b9\u8868\u793a\u65b9\u6cd5\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u57ce\u5e02\u793e\u533a\u89c4\u6a21\u7684\u5206\u5e03\uff1b<\/span><\/h2>\n<\/li>\n
  • \n

    \u5206\u5f62\u7ed3\u6784\u4e2d\u7684\u534f\u540c\u7ec4\u7ec7\uff1b<\/span><\/h2>\n<\/li>\n<\/ul>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u57ce\u5e02\u7a7a\u95f4\u683c\u5c40\u7684\u68af\u5ea6\u6a21\u578b<\/strong><\/span><\/p>\n

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

    <\/span>
    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    A gradient model for the spatial patterns of cities<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=bac6cbb4-0f66-11eb-a48c-0242ac1a000c<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong>
    <\/span><\/p>\n

    Jie Chang,Guofu Yang,Shun Liu,Hanhui Jin,Zhaoping Wu,Ronghua Xu,Yong Min,Kaiwen Zheng,Bin Xu,Weidong Luo,Ying Ge,Feng Mao,Kang Hao Cheong<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u57ce\u5e02\u7a7a\u95f4\u7ed3\u6784\u7684\u52a8\u6001\u6027\u662f\u7531\u57ce\u5e02\u5185\u90e8\u7684\u529f\u80fd\u7ec4\u6210\u90e8\u5206(\u5982\u9910\u5385\u548c\u5546\u5e97)\u4e0e\u4eba\u7684\u8026\u5408\u51b3\u5b9a\u7684\u3002\u7136\u800c\uff0c\u76ee\u524d\u8fd8\u7f3a\u4e4f\u5bf9\u529f\u80fd\u6210\u5206\u7a7a\u95f4\u5206\u5e03\u8fdb\u884c\u91cf\u5316\u7684\u673a\u7406\u6a21\u578b\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5efa\u7acb\u4e00\u4e2a\u68af\u5ea6\u6a21\u578b\u6765\u6a21\u62df\u5bc6\u5ea6\u66f2\u7ebf\u7684\u591a\u79cd\u7c7b\u578b\u7684\u7ec4\u6210\u90e8\u5206\u57fa\u4e8e\u5e73\u8861\u7684\u91cd\u529b\u548c\u6392\u65a5\u529b\u6cbf\u57ce\u5e02-\u519c\u6751\u68af\u5ea6\u3002\u4ece\u57ce\u5e02\u4e2d\u5fc3\u5230\u7ec4\u6210\u90e8\u5206\u7684\u529b\u91cf\u65e2\u53d6\u51b3\u4e8e\u57ce\u5e02\u7684\u5c5e\u6027 (\u5730\u79df\u3001\u4eba\u53e3\u548c\u4eba\u4eec\u7684\u73af\u5883\u504f\u597d) \uff0c\u4e5f\u53d6\u51b3\u4e8e\u7ec4\u6210\u90e8\u5206\u7684\u5c5e\u6027 (\u4f9b\u7ed9\u80fd\u529b\u3001\u4ea7\u54c1\u53ef\u8fd0\u8f93\u6027\u548c\u73af\u5883\u5f71\u54cd)\u3002\u5bf9\u57ce\u4e61\u68af\u5ea6\u4e0a22\u79cd\u7ec4\u5206\u7684\u5206\u5e03\u66f2\u7ebf\u8fdb\u884c\u4e86\u6a21\u62df\uff0c\u6a21\u62df\u7ed3\u679c\u4e0e\u57ce\u5e02\u5b9e\u9645\u6570\u636e\u543b\u5408\u8f83\u597d\u3002\u8be5\u6a21\u578b\u4ee5\u56db\u79cd\u5178\u578b\u6784\u4ef6\u7c7b\u578b\u4e3a\u57fa\u7840\uff0c\u63ed\u793a\u4e86\u4e00\u79cd\u81ea\u4e0b\u800c\u4e0a\u7684\u81ea\u7ec4\u7ec7\u673a\u5236\uff0c\u5373\u57ce\u5e02\u53ca\u5176\u6784\u4ef6\u7684\u7ecf\u6d4e\u3001\u751f\u6001\u548c\u793e\u4f1a\u5c5e\u6027\u51b3\u5b9a\u4e86\u57ce\u5e02\u53d1\u5c55\u7684\u6a21\u5f0f\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u9884\u6d4b\u4e86\u57ce\u5e02\u53d1\u5c55\u8fc7\u7a0b\u4e2d\u5404\u7c7b\u7ec4\u5206\u7684\u5206\u5e03\u66f2\u7ebf\u3002\u8be5\u6a21\u578b\u4e3a\u5206\u6790\u68af\u5ea6\u4e0a\u7269\u4f53\u7684\u5206\u5e03\u63d0\u4f9b\u4e86\u4e00\u4e2a\u901a\u7528\u5de5\u5177\u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u591a\u4e3b\u4f53\u4fe1\u8d56\u57df\u7b56\u7565\u4f18\u5316<\/strong><\/span><\/p>\n

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


    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    Multi-Agent Trust Region Policy Optimization<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=af6f8742-0f75-11eb-a48c-0242ac1a000c<\/span><\/p>\n

    \u4f5c\u8005<\/span><\/strong>\uff1a<\/span><\/strong><\/span><\/p>\n

    Hepeng Li,Haibo He<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u6211\u4eec\u5c06\u4fe1\u8d56\u57df\u7b56\u7565\u4f18\u5316(TRPO)\u6269\u5c55\u5230\u591a\u667a\u80fd\u4f53\u5f3a\u5316\u5b66\u4e60\u95ee\u9898(MARL)\u3002\u6211\u4eec\u8bc1\u660e\u4e86 TRPO \u7684\u7b56\u7565\u66f4\u65b0\u53ef\u4ee5\u8f6c\u5316\u4e3a\u591a agent \u60c5\u51b5\u4e0b\u7684\u5206\u5e03\u5f0f\u5171\u8bc6\u6700\u4f73\u5316\u95ee\u9898\u3002\u901a\u8fc7\u5bf9\u4e00\u81f4\u6027\u4f18\u5316\u6a21\u578b\u8fdb\u884c\u4e00\u7cfb\u5217\u8fd1\u4f3c\u5904\u7406\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u5206\u6563 MARL \u7b97\u6cd5\uff0c\u79f0\u4e3a\u591a\u667a\u80fd\u4f53 TRPO \u7b97\u6cd5\u3002\u8be5\u7b97\u6cd5\u53ef\u4ee5\u6839\u636e\u5c40\u90e8\u89c2\u6d4b\u503c\u548c\u79c1\u6709\u5956\u52b1\u6765\u4f18\u5316\u5206\u5e03\u5f0f\u7b56\u7565\u3002\u4ee3\u7406\u4eba\u4e0d\u9700\u8981\u77e5\u9053\u5176\u4ed6\u4ee3\u7406\u4eba\u7684\u89c2\u5bdf\u3001\u5956\u52b1\u3001\u653f\u7b56\u6216\u4ef7\u503c\/\u884c\u52a8\u4ef7\u503c\u51fd\u6570\u3002\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u8fd9\u4e9b\u4ee3\u7406\u53ea\u4e0e\u5b83\u4eec\u7684\u90bb\u5c45\u5171\u4eab\u4e00\u4e2a\u4f3c\u7136\u6bd4\u3002\u8be5\u7b97\u6cd5\u5177\u6709\u5b8c\u5168\u5206\u6563\u6027\u548c\u9690\u79c1\u4fdd\u62a4\u6027\u3002\u6211\u4eec\u5728\u4e24\u4e2a\u5408\u4f5c\u5bf9\u7b56\u4e0a\u7684\u5b9e\u9a8c\u8bc1\u660e\u4e86\u5b83\u5bf9\u590d\u6742\u7684 MARL \u4efb\u52a1\u5177\u6709\u9c81\u68d2\u6027\u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u81ea\u6211\u7ec4\u7ec7\u7684\u4e34\u754c\u7a81\u89e6\u53ef\u5851\u6027<\/strong><\/span><\/p>\n

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


    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    Self-organization toward criticality by synaptic plasticity<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=a9671d3c-0f6c-11eb-a48c-0242ac1a000c<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

    Roxana Zeraati,Viola Priesemann,Anna Levina<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u81ea\u7ec4\u7ec7\u4e34\u754c\u6027\u88ab\u8ba4\u4e3a\u662f\u8bb8\u591a\u590d\u6742\u7cfb\u7edf\u4e2d\u51fa\u73b0\u65e0\u6807\u5ea6\u52a8\u529b\u5b66\u7684\u901a\u7528\u673a\u5236\uff0c\u53ef\u80fd\u4e5f\u5b58\u5728\u4e8e\u5927\u8111\u4e2d\u3002\u867d\u7136\u8fd9\u79cd\u65e0\u5c3a\u5ea6\u6a21\u5f0f\u5728\u8bb8\u591a\u4e0d\u540c\u7c7b\u578b\u7684\u795e\u7ecf\u8bb0\u5f55\u4e2d\u88ab\u5b9e\u9a8c\u6027\u5730\u8bc6\u522b\u51fa\u6765\uff0c\u4f46\u662f\u5b83\u4eec\u51fa\u73b0\u80cc\u540e\u7684\u751f\u7269\u5b66\u539f\u7406\u4ecd\u7136\u662f\u672a\u77e5\u7684\u3002\u5229\u7528\u4e0d\u540c\u7684\u7f51\u7edc\u6a21\u578b\u548c\u5b9e\u9a8c\u89c2\u5bdf\u7684\u52a8\u673a\uff0c\u7a81\u89e6\u53ef\u5851\u6027\u88ab\u8ba4\u4e3a\u662f\u4e00\u4e2a\u53ef\u80fd\u7684\u673a\u5236\uff0c\u4ee5\u81ea\u6211\u7ec4\u7ec7\u7684\u5927\u8111\u52a8\u529b\u5b66\u8d70\u5411\u4e00\u4e2a\u4e34\u754c\u70b9\u3002\u5728\u8fd9\u7bc7\u7efc\u8ff0\u4e2d\uff0c\u6211\u4eec\u8ba8\u8bba\u4e86\u5404\u79cd\u8de8\u8d8a\u591a\u4e2a\u65f6\u95f4\u5c3a\u5ea6\u7684\u751f\u7269\u53ef\u4fe1\u7684\u53ef\u5851\u6027\u89c4\u5219\u662f\u5982\u4f55\u5728\u6a21\u578b\u4e2d\u5b9e\u73b0\u7684\uff0c\u4ee5\u53ca\u5b83\u4eec\u662f\u5982\u4f55\u901a\u8fc7\u4fee\u6539\u795e\u7ecf\u5143\u4e4b\u95f4\u8fde\u63a5\u7684\u6570\u91cf\u548c\u5f3a\u5ea6\u6765\u6539\u53d8\u7f51\u7edc\u7684\u52a8\u6001\u72b6\u6001\u7684\u3002\u8fd9\u4e9b\u89c4\u5219\u4e2d\u7684\u4e00\u4e9b\u6709\u52a9\u4e8e\u7a33\u5b9a\u4e34\u754c\u72b6\u6001\uff0c\u53e6\u4e00\u4e9b\u5219\u9700\u8981\u989d\u5916\u7684\u673a\u5236\u6765\u9632\u6b62\u4ece\u4e34\u754c\u72b6\u6001\u7684\u6269\u6563\u3002\u6211\u4eec\u63d0\u8bae\uff0c\u80fd\u591f\u4f7f\u7f51\u7edc\u8fbe\u5230\u4e34\u754c\u72b6\u6001\u7684\u89c4\u5219\u53ef\u4ee5\u6839\u636e\u8fd1\u4e34\u754c\u52a8\u6001\u5728\u5176\u505c\u7528\u540e\u6301\u7eed\u591a\u957f\u65f6\u95f4\u6765\u8fdb\u884c\u5206\u7c7b\u3002\u6700\u540e\uff0c\u6211\u4eec\u8ba8\u8bba\u4e86\u81ea\u6211\u7ec4\u7ec7\u548c\u4e34\u754c\u5728\u8ba1\u7b97\u4e2d\u7684\u4f5c\u7528\u3002\u603b\u7684\u6765\u8bf4\uff0c\u4e34\u754c\u6027\u7684\u6982\u5ff5\u6709\u52a9\u4e8e\u9610\u660e\u5927\u8111\u529f\u80fd\u548c\u81ea\u6211\u7ec4\u7ec7\uff0c\u7136\u800c\u6d3b\u7684\u795e\u7ecf\u7f51\u7edc\u7684\u6574\u4f53\u52a8\u6001\u4f3c\u4e4e\u4e0d\u4ec5\u5229\u7528\u4e86\u8ba1\u7b97\u7684\u4e34\u754c\u6027\uff0c\u800c\u4e14\u8fd8\u5229\u7528\u4e86\u8ba1\u7b97\u7684\u504f\u5dee\u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u4e2d\u81ea\u52a8\u7ba1\u7406<\/strong><\/span><\/p>\n

    \u8d26\u6237\u68c0\u6d4b\u7684\u56fe\u5d4c\u5165\u65b9\u6cd5<\/strong><\/span><\/p>\n

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

    <\/span>
    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    Detecting Automatically Managed Accounts in Online Social Networks: Graph Embedding Approach<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=09cb0f4e-0f68-11eb-a48c-0242ac1a000c<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

    Ilia Karpov,Ekaterina Glazkova<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u5728\u7ebf\u793e\u4ea4\u7f51\u7edc\u7684\u666e\u53ca\u4ee5\u53ca\u5927\u4f17\u8d26\u6237\u5546\u4e1a\u5316\u7684\u673a\u4f1a\u5df2\u7ecf\u5438\u5f15\u4e86\u5927\u91cf\u7684\u81ea\u52a8\u5316\u7a0b\u5e8f\uff0c\u5373\u4eba\u5de5\u8d26\u6237\u3002\u672c\u6587\u91cd\u70b9\u7814\u7a76\u4e86\u793e\u4f1a\u7f51\u7edc\u4e0a\u4eba\u548c\u865a\u5047\u8d26\u6237\u7684\u5206\u7c7b\u95ee\u9898\uff0c\u5229\u7528\u51e0\u79cd\u56fe\u5f62\u795e\u7ecf\u7f51\u7edc\u5bf9\u8d26\u6237\u7684\u5c5e\u6027\u548c\u7f51\u7edc\u56fe\u5f62\u7279\u5f81\u8fdb\u884c\u4e86\u6709\u6548\u7684\u7f16\u7801\u3002\u6211\u4eec\u7684\u5de5\u4f5c\u4f7f\u7528\u7f51\u7edc\u7ed3\u6784\u548c\u5c5e\u6027\u6765\u533a\u5206\u4eba\u5de5\u5e10\u6237\u548c\u4eba\u5de5\u5e10\u6237\uff0c\u5e76\u6bd4\u8f83\u4e86\u5c5e\u6027\u548c\u4f20\u7edf\u7684\u56fe\u5d4c\u5165\u3002\u5c06\u590d\u6742\u7684\u3001\u7c7b\u4f3c\u4eba\u7684\u4eba\u5de5\u8d26\u6237\u5206\u79bb\u6210\u4e00\u4e2a\u72ec\u7acb\u7684\u4efb\u52a1\uff0c\u8868\u660e\u4e86\u57fa\u4e8e\u8f6e\u5ed3\u7684\u7b97\u6cd5\u5728\u673a\u5668\u4eba\u68c0\u6d4b\u65b9\u9762\u7684\u91cd\u5927\u5c40\u9650\u6027\uff0c\u5e76\u663e\u793a\u4e86\u57fa\u4e8e\u7f51\u7edc\u7ed3\u6784\u7684\u65b9\u6cd5\u5728\u68c0\u6d4b\u590d\u6742\u7684\u673a\u5668\u4eba\u8d26\u6237\u65b9\u9762\u7684\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u4e0e\u73b0\u6709\u7684\u4ec5\u6709\u7f51\u7edc\u9a71\u52a8\u7279\u6027\u7684\u673a\u5668\u4eba\u68c0\u6d4b\u7cfb\u7edf\u76f8\u6bd4\uff0c\u8be5\u65b9\u6cd5\u80fd\u591f\u83b7\u5f97\u66f4\u597d\u7684\u68c0\u6d4b\u6027\u80fd\uff0c\u8fd9\u7bc7\u8bba\u6587\u7684\u6e90\u4ee3\u7801\u5728http:\/\/github.com\/karpovilia\/botdetection \u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u5927\u6d41\u884c\u671f\u95f4\u7684\u98df\u7269\u8bed\u8a00: <\/strong><\/span><\/p>\n

    \u5173\u4e8e\u65b0\u51a0\u80ba\u708e\u7684\u996e\u98df\u5f71\u54cd\u7684\u63d0\u793a<\/strong><\/span><\/p>\n

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

    <\/span>
    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    The Language of Food during the Pandemic: Hints about the Dietary Effects of Covid-19<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=013affd8-0f68-11eb-a48c-0242ac1a000c<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/p>\n

    Hoang Van,Ahmad Musa,Mihai Surdeanu,Stephen Kobourov<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u6211\u4eec\u5728\u7f8e\u56fd\u5927\u6d41\u884c\u5c01\u9501\u671f\u95f4\u7814\u7a76\u63a8\u7279\u4e0a\u7684\u98df\u7269\u8bed\u8a00\uff0c\u91cd\u70b9\u5173\u6ce82020\u5e743\u670815\u65e5\u81f35\u670815\u65e5\u8fd9\u4e24\u4e2a\u6708\u65f6\u95f4\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u5206\u6790\u4e86\u5728\u5c01\u9501\u671f\u95f4\u4ee5\u53ca\u4e4b\u524d\u4e94\u5e74\u540c\u671f\u53d1\u5e03\u7684\u8d85\u8fc777\u4e07\u6761\u63a8\u6587\uff0c\u5e76\u5f3a\u8c03\u4e86\u51e0\u4e2a\u4ee4\u4eba\u62c5\u5fe7\u7684\u8d8b\u52bf\u3002\u9996\u5148\uff0c\u6211\u4eec\u89c2\u5bdf\u5230\u5728\u5c01\u9501\u671f\u95f4\uff0c\u6709\u4e00\u4e2a\u660e\u663e\u7684\u8f6c\u53d8\uff0c\u4ece\u63d0\u5230\u5065\u5eb7\u98df\u54c1\u5230\u4e0d\u5065\u5eb7\u98df\u54c1\u3002\u5176\u6b21\uff0c\u6211\u4eec\u5728\u5c01\u9501\u671f\u95f4\u53d1\u5e03\u7684\u4e0e\u98df\u7269\u76f8\u5173\u7684\u63a8\u6587\u4e2d\uff0c\u663e\u793a\u4e86\u6291\u90c1\u75c7\u6807\u7b7e\u7684\u70b9\u95f4\u4e92\u4fe1\u606f\u589e\u52a0\uff0c\u5c01\u9501\u671f\u95f4\u6291\u90c1\u75c7\u6807\u7b7e\u4e0e\u4e0d\u5065\u5eb7\u98df\u54c1\u3001\u70df\u8349\u548c\u9152\u7cbe\u4e4b\u95f4\u7684\u5173\u8054\u589e\u52a0\u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u65f6\u95f4\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u521b\u9020\u529b: <\/strong><\/span><\/p>\n

    \u53d1\u6563\u6027\u601d\u7ef4\u5982\u4f55\u53d7\u540c\u4f34\u9009\u62e9\u7684\u5f71\u54cd<\/strong><\/span><\/p>\n

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

    <\/span>
    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    Creativity in temporal social networks: How divergent thinking is impacted by one’s choice of peers<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=fe902218-0f67-11eb-a48c-0242ac1a000c<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong>
    <\/span><\/p>\n

    Raiyan Abdul Baten,Daryl Bagley,Ashely Tenesaca,Famous Clark,James P. Bagrow,Gourab Ghoshal,Mohammed Ehsan Hoque<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u521b\u9020\u529b\u88ab\u8ba4\u4e3a\u662f\u672a\u6765\u5de5\u4f5c\u4e2d\u6700\u91cd\u8981\u7684\u6280\u80fd\u4e4b\u4e00\u3002\u672c\u6587\u63a2\u8ba8\u4e86\u793e\u4f1a\u7f51\u7edc\u7684\u52a8\u6001\u6027(\u81ea\u7ec4\u7ec7\u6027)\u5982\u4f55\u5f71\u54cd\u521b\u9020\u6027\u601d\u7ef4\u7684\u57f9\u517b\u3002\u6211\u4eec\u8fdb\u884c\u4e866\u4e2a\u5b9e\u9a8c(n = 288) \uff0c\u6d89\u53ca\u4e0d\u540c\u601d\u7ef4\u4efb\u52a1\u7684\u7f51\u7edc\u5b9e\u9a8c\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u7f51\u7edc\u8fde\u63a5\u9010\u6e10\u9002\u5e94\u4e2a\u4eba\u7684\u521b\u9020\u6027\u8868\u73b0\uff0c\u56e0\u4e3a\u53c2\u4e0e\u8005\u4e3b\u8981\u5bfb\u6c42\u8ddf\u968f\u9ad8\u8868\u73b0\u7684\u540c\u4f34\u83b7\u5f97\u521b\u9020\u6027\u7075\u611f\u3002\u6211\u4eec\u53d1\u6398\u4e86\u8fd9\u4e9b\u81ea\u6211\u7ec4\u7ec7\u6240\u63d0\u4f9b\u7684\u673a\u9047\u548c\u74f6\u9888\u3002\u867d\u7136\u63a5\u89e6\u9ad8\u7ee9\u6548\u7684\u540c\u884c\u4e0e\u8ffd\u968f\u8005\u66f4\u597d\u7684\u521b\u9020\u6027\u8868\u73b0\u6709\u5173\uff0c\u4f46\u6211\u4eec\u770b\u5230\u4e86\u4e00\u4e2a\u76f8\u53cd\u7684\u6548\u679c\uff0c\u5373\u9009\u62e9\u8ffd\u968f\u540c\u884c\u4f1a\u5728\u8ffd\u968f\u8005\u7684\u60f3\u6cd5\u4e2d\u5f15\u5165\u8bed\u4e49\u4e0a\u7684\u76f8\u4f3c\u6027\u3002\u6211\u4eec\u5efa\u7acb\u4e86\u4e00\u4e2a\u57fa\u4e8e agent \u7684\u4eff\u771f\u6a21\u578b\uff0c\u4ee5\u6613\u4e8e\u5904\u7406\u7684\u65b9\u5f0f\u6355\u6349\u8fd9\u4e9b\u76f4\u89c9\uff0c\u5e76\u901a\u8fc7\u5404\u79cd\u4eff\u771f\u53c2\u6570\u7684\u89d2\u60c5\u51b5\u8fdb\u884c\u5b9e\u9a8c\uff0c\u4ee5\u8bc4\u4f30\u7814\u7a76\u7ed3\u679c\u7684\u666e\u904d\u6027\u3002\u6211\u4eec\u7684\u53d1\u73b0\u53ef\u80fd\u6709\u52a9\u4e8e\u8bbe\u8ba1\u5927\u89c4\u6a21\u7684\u5e72\u9884\u63aa\u65bd\uff0c\u4ee5\u63d0\u9ad8\u4eba\u4eec\u5728\u793e\u4ea4\u7f51\u7edc\u4e2d\u4e92\u52a8\u7684\u521b\u9020\u6027\u80fd\u529b\u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u6d41\u884c\u75c5\u4f20\u64ad\u7684<\/strong><\/span><\/p>\n

    \u9a6c\u5c14\u53ef\u592b\u968f\u673a\u884c\u8d70\u6a21\u578b<\/strong><\/span><\/p>\n

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

    <\/span>
    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    A markovian random walk model of epidemic spreading<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=bd3564be-0f66-11eb-a48c-0242ac1a000c<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong>
    <\/span><\/p>\n

    Michael Bestehorn,Alejandro P. Riascos,Thomas M. Michelitsch,Bernard A. Collet<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u6211\u4eec\u5728\u56fe\u4e0a\u5206\u6790\u4e86\u4e00\u7fa4\u72ec\u7acb\u968f\u673a\u884c\u8d70\u8005\u7684\u52a8\u6001\uff0c\u5e76\u5efa\u7acb\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u4f20\u67d3\u75c5\u4f20\u64ad\u6a21\u578b\u3002\u6211\u4eec\u5047\u8bbe\u6bcf\u4e2a\u6b65\u884c\u8005\u5728\u7531\u5176\u7279\u5b9a\u8f6c\u79fb\u77e9\u9635\u652f\u914d\u7684\u79bb\u6563\u65f6\u95f4\u9a6c\u5c14\u53ef\u592b\u884c\u8d70\u4e2d\u72ec\u7acb\u8bbf\u95ee\u6709\u9650\u904d\u5386\u56fe\u7684\u8282\u70b9\u3002\u6839\u636e\u8fd9\u4e00\u5047\u8bbe\uff0c\u6211\u4eec\u9996\u5148\u63a8\u5bfc\u51fa\u91cd\u73b0\u6570\u7684\u4e0a\u754c\u3002\u7136\u540e\u6211\u4eec\u5047\u8bbe\u6b65\u884c\u8005\u5904\u4e8e\u67d0\u79cd\u72b6\u6001: \u6613\u53d7\u611f\u67d3\u3001\u6709\u4f20\u67d3\u6027\u6216\u5df2\u5eb7\u590d\u3002\u5177\u6709\u4f20\u67d3\u6027\u7684\u6b65\u884c\u8005\u5728\u7279\u5b9a\u7684\u65f6\u95f4\u5185\u4ecd\u5177\u6709\u4f20\u67d3\u6027\u3002\u5982\u679c\u4e00\u4e2a\u6709\u4f20\u67d3\u6027\u7684\u6b65\u884c\u8005\u5728\u540c\u4e00\u4e2a\u8282\u70b9\u4e0a\u9047\u5230\u4e00\u4e2a\u6613\u53d7\u611f\u67d3\u7684\u6b65\u884c\u8005\uff0c\u90a3\u4e48\u6613\u53d7\u611f\u67d3\u7684\u6b65\u884c\u8005\u5c31\u6709\u4e00\u5b9a\u7684\u53ef\u80fd\u6027\u88ab\u611f\u67d3\u3002\u901a\u8fc7\u5728\u8ba1\u7b97\u673a\u6a21\u62df\u4e2d\u5b9e\u73b0\u8fd9\u4e00\u5047\u8bbe\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u65b0\u51fa\u73b0\u7684\u611f\u67d3\u6a21\u5f0f\u7684\u65f6\u7a7a\u6f14\u5316\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u968f\u673a\u6e38\u8d70\u65b9\u6cd5\u5728\u7814\u7a76\u6d41\u884c\u75c5\u4f20\u64ad\u548c\u786e\u5b9a\u6d41\u884c\u75c5\u52a8\u529b\u5b66\u7684\u76f8\u5173\u53c2\u6570\u65b9\u9762\u5177\u6709\u5f88\u5927\u7684\u6f5c\u529b\u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u5f02\u6784\u590d\u6742\u7f51\u7edc\u4e2d\u57fa\u4e8e\u6700\u4f18\u6d4b\u8bd5\u5305\u7684<\/strong><\/span><\/p>\n

    \u4f20\u67d3\u75c5\u4f20\u64ad\u5e72\u9884\u7b56\u7565<\/strong><\/span><\/strong><\/p>\n

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


    <\/p>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span>
    <\/h2>\n

    Optimal test-kit based intervention strategy of epidemic spreading in heterogeneous complex networks<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=ba26f580-0f66-11eb-a48c-0242ac1a000c<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong>
    <\/span><\/p>\n

    Subrata Ghosh,Abhishek Senapati,Joydev Chattopadhyay,Chittaranjan Hens,Dibakar Ghosh<\/span><\/p>\n


    <\/p>\n

    \u6458<\/span><\/strong>\u8981<\/span>\uff1a<\/span><\/strong>\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u786e\u5b9a\u6027\u7684\u4f20\u67d3\u75c5\u5206\u533a\u6a21\u578b\uff0c\u5b83\u5c06\u8bd5\u5242\u76d2\u89c6\u4e3a\u6291\u5236\u548c\u7f13\u89e3\u6d41\u884c\u75c5\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4e25\u683c\u7684\u6a21\u62df(\u5177\u6709\u5206\u6790\u8bba\u8bc1) \uff0c\u4ee5\u63ed\u793a\u4f5c\u4e3a\u4e00\u4e2a\u5355\u4e00\u8865\u4e01\u7684\u57fa\u672c\u4f20\u67d3\u6570\u7684\u529f\u80fd\uff0c\u6700\u7ec8\u75ab\u60c5\u89c4\u6a21\u548c\u611f\u67d3\u9ad8\u5cf0\u7684\u6709\u6548\u51cf\u5c11\u3002\u4e3a\u4e86\u8fdb\u4e00\u6b65\u7814\u7a76\u4eba\u7c7b\u5728\u6591\u5757\u95f4\u7684\u957f\u8ddd\u79bb\u548c\u77ed\u8ddd\u79bb\u8fc1\u79fb\u7684\u5f71\u54cd\uff0c\u6211\u4eec\u8003\u8651\u4e86\u7531\u7f51\u7edc\u94fe\u8def\u7ed3\u6784\u51b3\u5b9a\u7ebf\u6027\u6269\u6563\u8fde\u63a5\u7684\u5f02\u8d28\u7f51\u7edc\u3002\u6211\u4eec\u901a\u8fc7\u6570\u503c\u8ba1\u7b97\u8bc1\u5b9e\u4e86\u5728\u5177\u6709\u8f83\u5927\u7a0b\u5ea6\u6216\u4ecb\u4e8e\u4e24\u8005\u4e4b\u95f4\u7684\u8282\u70b9(\u8865\u4e01)\u7684\u5206\u6570\u4e2d\u5b9e\u65bd\u6d4b\u8bd5\u5305\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u611f\u67d3\u7684\u9ad8\u5cf0(\u4ee5\u53ca\u6700\u7ec8\u7684\u7206\u53d1\u89c4\u6a21)\u3002\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u4e0b\u4e00\u4ee3\u77e9\u9635\u7684\u5206\u6790\u5904\u7406\u65b9\u6cd5\uff0c\u4ee5\u6c42\u51fa\u6574\u4e2a\u7f51\u7edc\u4e2d\u6d41\u884c\u75c5\u7206\u53d1\u7684\u4e34\u754c\u4f20\u64ad\u6982\u7387\u3002\u6700\u540e\uff0c\u5728\u5168\u7403\u673a\u573a\u7f51\u7edc\u548c\u5370\u5ea6\u52a0\u5c14\u5404\u7b54\u4ea4\u901a\u7f51\u7edc\u4e24\u4e2a\u5b9e\u9645\u7f51\u7edc\u4e2d\u5bf9\u6700\u4f18\u5e72\u9884\u7b56\u7565\u8fdb\u884c\u4e86\u9a8c\u8bc1\u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u89e3\u7ea0\u7f20\u52a8\u6001\u56fe\u6df1\u5ea6\u751f\u6210<\/strong><\/span><\/p>\n

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


    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    Disentangled Dynamic Graph Deep Generation<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=a8220126-0e9f-11eb-ac04-0242ac1a000c<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong>
    <\/span><\/p>\n

    Wenbin Zhang,Liming Zhang,Dieter Pfoser,Liang Zhao<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981<\/span><\/strong>\uff1a<\/span><\/strong>\u56fe\u5f62\u7684\u6df1\u5c42\u751f\u6210\u6a21\u578b\u5728\u4e0d\u65ad\u589e\u52a0\u7684\u9886\u57df\uff0c\u4f8b\u5982\u5206\u5b50\u8bbe\u8ba1(\u5373\u539f\u5b50\u56fe)\u548c\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b(\u5373\u6c28\u57fa\u9178\u56fe)\u4e2d\u8868\u73b0\u51fa\u826f\u597d\u7684\u6027\u80fd\u3002\u73b0\u6709\u7684\u7814\u7a76\u5de5\u4f5c\u4e3b\u8981\u96c6\u4e2d\u5728\u9759\u6001\u56fe\u800c\u4e0d\u662f\u52a8\u6001\u56fe\u4e0a\uff0c\u8fd9\u5728\u86cb\u767d\u8d28\u6298\u53e0\u3001\u5206\u5b50\u53cd\u5e94\u548c\u4eba\u7c7b\u6d3b\u52a8\u6027\u7b49\u5e94\u7528\u4e2d\u5b9e\u9645\u4e0a\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002\u5c06\u73b0\u6709\u7684\u6df1\u5c42\u751f\u6210\u6a21\u578b\u4ece\u9759\u6001\u56fe\u6269\u5c55\u5230\u52a8\u6001\u56fe\u662f\u4e00\u4e2a\u5177\u6709\u6311\u6218\u6027\u7684\u4efb\u52a1\uff0c\u9700\u8981\u5904\u7406\u9759\u6001\u548c\u52a8\u6001\u7279\u5f81\u7684\u5206\u89e3\u4ee5\u53ca\u8282\u70b9\u548c\u8fb9\u6a21\u5f0f\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u5206\u89e3\u5f0f\u6df1\u5ea6\u751f\u6210\u6a21\u578b\u6846\u67b6\uff0c\u4ee5\u5b9e\u73b0\u53ef\u89e3\u91ca\u7684\u52a8\u6001\u56fe\u5f62\u751f\u6210\u3002\u5404\u79cd\u751f\u6210\u6a21\u578b\u88ab\u7528\u6765\u63cf\u8ff0\u8282\u70b9\u3001\u8fb9\u3001\u9759\u6001\u548c\u52a8\u6001\u56e0\u7d20\u4e4b\u95f4\u7684\u6761\u4ef6\u72ec\u7acb\u3002\u7136\u540e\uff0c\u57fa\u4e8e\u65b0\u8bbe\u8ba1\u7684\u5206\u89e3\u53d8\u5206\u81ea\u52a8\u7f16\u7801\u5668\u548c\u9012\u5f52\u56fe\u89e3\u5377\u79ef\uff0c\u63d0\u51fa\u4e86\u53d8\u5206\u4f18\u5316\u7b56\u7565\u548c\u52a8\u6001\u56fe\u89e3\u5377\u79ef\u7b97\u6cd5\u3002\u5728\u591a\u4e2a\u6570\u636e\u96c6\u4e0a\u7684\u5927\u91cf\u5b9e\u9a8c\u8bc1\u660e\u4e86\u8be5\u6a21\u578b\u7684\u6709\u6548\u6027\u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u77ac\u65f6\u5d4c\u5165: <\/strong><\/span><\/p>\n

    \u4e00\u79cd\u9ad8\u6548\u7684\u5c40\u90e8\u8282\u70b9\u8868\u793a\u65b9\u6cd5<\/strong><\/span><\/p>\n

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

    <\/span>
    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    InstantEmbedding: Efficient Local Node Representations<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=a04511dc-0e9f-11eb-ac04-0242ac1a000c<\/span><\/p>\n

    \u4f5c\u8005\uff1a<\/span><\/strong>
    <\/span><\/p>\n

    \u015etefan Post\u0103varu,Anton Tsitsulin,Filipe Miguel Gon\u00e7alves de Almeida,Yingtao Tian,Silvio Lattanzi,Bryan Perozzi<\/span><\/p>\n


    <\/p>\n

    \u6458<\/span><\/strong>\u8981\uff1a<\/strong>\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u5229\u7528\u5c40\u90e8 PageRank \u8ba1\u7b97\u751f\u6210\u5355\u8282\u70b9\u8868\u793a\u7684\u6709\u6548\u65b9\u6cd5\u2014\u2014\u77ac\u65f6\u5d4c\u5165\u3002\u6211\u4eec\u4ece\u7406\u8bba\u4e0a\u8bc1\u660e\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u4ea7\u751f\u5168\u5c40\u4e00\u81f4\u7684\u8868\u793a\u5728\u6b21\u7ebf\u6027\u65f6\u95f4\u3002\u6211\u4eec\u901a\u8fc7\u5bf9\u8d85\u8fc710\u4ebf\u4e2a\u8fb9\u7f18\u7684\u771f\u5b9e\u4e16\u754c\u6570\u636e\u96c6\u8fdb\u884c\u5e7f\u6cdb\u7684\u5b9e\u9a8c\u6765\u8bc1\u660e\u8fd9\u4e00\u70b9\u3002\u6211\u4eec\u7684\u5b9e\u9a8c\u8bc1\u5b9e\uff0c\u4e0e DeepWalk\u3001 node2vec\u3001 VERSE \u548c FastRP \u7b49\u4f20\u7edf\u65b9\u6cd5\u76f8\u6bd4\uff0cInstantEmbedding \u9700\u8981\u66f4\u5c11\u7684\u8ba1\u7b97\u65f6\u95f4(\u8d85\u8fc79000\u500d\u7684\u901f\u5ea6)\u548c\u66f4\u5c11\u7684\u5185\u5b58(\u8d85\u8fc78000\u500d\u7684\u901f\u5ea6)\u6765\u4ea7\u751f\u5355\u4e2a\u8282\u70b9\u7684\u5d4c\u5165\u3002\u6211\u4eec\u4e5f\u5c55\u793a\u4e86\u6211\u4eec\u7684\u65b9\u6cd5\u4ea7\u751f\u9ad8\u8d28\u91cf\u7684\u8868\u793a\uff0c\u6f14\u793a\u7684\u7ed3\u679c\u6ee1\u8db3\u6216\u8d85\u8fc7\u4e86\u6700\u5148\u8fdb\u7684\u65e0\u76d1\u7763\u8868\u793a\u5b66\u4e60\u7684\u4efb\u52a1\uff0c\u5982\u8282\u70b9\u5206\u7c7b\u548c\u94fe\u63a5\u9884\u6d4b\u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u57ce\u5e02\u793e\u533a\u89c4\u6a21\u7684\u5206\u5e03<\/strong><\/span><\/p>\n

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

    <\/span>
    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    Distribution of neighborhood size in cities<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=a3c8245e-0e9d-11eb-ac04-0242ac1a000c<\/span><\/p>\n

    \u4f5c<\/span><\/strong>\u8005<\/span>\uff1a<\/span><\/strong>
    <\/span><\/p>\n

    Anand Sahasranaman,Henrik Jeldtoft Jensen<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u6211\u4eec\u7814\u7a76\u4e86\u5168\u740312\u4e2a\u57ce\u5e02\u7684\u793e\u533a\u5206\u5e03\u60c5\u51b5\uff0c\u53d1\u73b0\u793e\u533a\u89c4\u6a21\u7684\u5206\u5e03\u60c5\u51b5\u8ddf\u8e2a\u4e86\u6240\u6709\u6b63\u5728\u8003\u8651\u4e2d\u7684\u57ce\u5e02\u7684\u793e\u533a\u6307\u6570\u8870\u51cf\u3002\u6211\u4eec\u80fd\u591f\u901a\u8fc7\u5206\u6790\u8868\u660e\uff0c\u8fd9\u4e2a\u90bb\u57df\u5927\u5c0f\u7684\u6307\u6570\u5206\u5e03\u4e0e\u6240\u89c2\u5bdf\u5230\u7684\u57ce\u5e02\u5927\u5c0f\u7684 Zipf \u5b9a\u5f8b\u662f\u4e00\u81f4\u7684\u3002\u6211\u4eec\u8bd5\u56fe\u7528\u90bb\u91cc\u52a8\u6001\u6a21\u578b\u6765\u89e3\u91ca\u90bb\u91cc\u6307\u6570\u8870\u51cf\u7684\u51fa\u73b0\uff0c\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d\uff0c\u8fc1\u5165\u57ce\u5e02\u548c\u57ce\u5e02\u5185\u90e8\u7684\u8fc1\u79fb\u90fd\u662f\u7531\u8d22\u5bcc\u8c03\u8282\u7684\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u6839\u636e\u7ecf\u9a8c\u89c2\u5bdf\uff0c\u8be5\u6a21\u578b\u5728\u4e00\u7cfb\u5217\u53c2\u6570\u89c4\u8303\u7684\u90bb\u57df\u5c3a\u5bf8\u5206\u5e03\u4e2d\u4ea7\u751f\u6307\u6570\u8870\u51cf\u3002\u4f7f\u7528\u6bd4\u8f83\u8d22\u5bcc\u4e3a\u57fa\u7840\u7684\u5ea6\u91cf\u6807\u51c6\u6765\u8bc4\u4f30\u4e00\u4e2a\u793e\u533a\u7684\u76f8\u5bf9\u5438\u5f15\u529b\uff0c\u7ed3\u5408\u4e25\u683c\u7684\u8d1f\u62c5\u80fd\u529b\u9608\u503c\u6765\u8c03\u89e3\u57ce\u5e02\u5185\u90e8\u7684\u6d41\u52a8\uff0c\u88ab\u8ba4\u4e3a\u662f\u6307\u6570\u5206\u5e03\u7684\u51fa\u73b0\u7684\u5fc5\u8981\u6761\u4ef6\u3002\u7531\u4e8e\u5168\u5c40\u8026\u5408\u52a8\u529b\u5b66\u7684\u5b58\u5728\uff0c\u89e3\u6790\u5904\u7406\u6bd4\u8f83\u56f0\u96be\uff0c\u6211\u4eec\u7528\u4e00\u4e2a\u7b80\u5355\u7684\u53cc\u90bb\u57df\u7cfb\u7edf\u6765\u89e3\u91ca\u7cbe\u786e\u7684\u52a8\u529b\u5b66\uff0c\u5b83\u4ea7\u751f\u5e73\u8861\u7684\u4e0d\u7b49\u90bb\u57df\u5c3a\u5bf8\u5206\u5e03\u3002<\/span><\/p>\n


    <\/span><\/h2>\n
    \n
    \n
    \n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u5206\u5f62\u7ed3\u6784\u4e2d\u7684\u534f\u540c\u7ec4\u7ec7<\/strong><\/span><\/p>\n

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

    <\/span>
    <\/h2>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong>
    <\/span><\/h2>\n

    Organization of cooperation in fractal structures<\/span><\/h2>\n

    \u5730\u5740\uff1a<\/span><\/strong><\/span><\/p>\n

    https:\/\/pattern.swarma.org\/paper?id=a285bc3c-0e9d-11eb-ac04-0242ac1a000c<\/span><\/p>\n

    \u4f5c<\/span><\/strong>\u8005<\/span>\uff1a<\/span><\/strong>
    <\/span><\/p>\n

    Dan Peng,Ming Li<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u4f17\u6240\u5468\u77e5\uff0c\u5c0f\u4e16\u754c\u7ed3\u6784\u662f\u7ef4\u6301\u5408\u4f5c\u4ece\u800c\u52a0\u5f3a\u5408\u4f5c\u7684\u5145\u5206\u6761\u4ef6\u3002\u76f8\u53cd\uff0c\u5206\u5f62\/\u5927\u4e16\u754c\u7ed3\u6784\u4e2d\u8282\u70b9\u95f4\u7684\u5e73\u5747\u8ddd\u79bb\u968f\u7cfb\u7edf\u89c4\u6a21\u5448\u5e42\u5f8b\u53d8\u5316\uff0c\u8fd9\u79cd\u7ed3\u6784\u88ab\u8ba4\u4e3a\u662f\u6291\u5236\u5408\u4f5c\u7684\u4ea7\u751f\u3002\u672c\u6587\u8bc1\u660e\u4e86\u5206\u5f62\u7ed3\u6784\u5728\u5408\u4f5c\u7ec4\u7ec7\u4e2d\u5e76\u4e0d\u603b\u662f\u8d77\u7740\u6d88\u6781\u7684\u4f5c\u7528\u3002\u4e0e\u89c4\u5219\u7f51\u7edc\u76f8\u6bd4\uff0c\u5206\u5f62\u7ed3\u6784\u751a\u81f3\u53ef\u80fd\u4fc3\u8fdb\u5408\u4f5c\u7684\u51fa\u73b0\u3002\u8fd9\u4e3b\u8981\u53d6\u51b3\u4e8e\u5c40\u90e8\u7d27\u51d1\u96c6\u7fa4\u7684\u5b58\u5728\u3002\u8fd9\u4e9b\u96c6\u7fa4\u4e4b\u95f4\u7684\u7a00\u758f\u8054\u7cfb\u6784\u6210\u4e86\u4e00\u4e2a\u975e\u5bf9\u79f0\u7684\u969c\u788d\uff0c\u4f7f\u5f97\u7f3a\u9677\u7b56\u7565\u51e0\u4e4e\u4e0d\u53ef\u80fd\u8de8\u8d8a\uff0c\u4f46\u5408\u4f5c\u7b56\u7565\u7684\u673a\u4f1a\u5e76\u4e0d\u592a\u5c0f\u3002\u4e8b\u5b9e\u4e0a\uff0c\u53ea\u8981\u8fd9\u6837\u7684\u7ed3\u6784\u5b58\u5728\uff0c\u7f51\u7edc\u5c31\u4e0d\u9700\u8981\u6210\u4e3a\u4e00\u4e2a\u6807\u51c6\u7684\u5206\u5f62\u3002\u53cd\u8fc7\u6765\uff0c\u5f53\u8fd9\u79cd\u5178\u578b\u7684\u7ed3\u6784\u4e0d\u5b58\u5728\u65f6\uff0c\u5206\u5f62\u7ed3\u6784\u4e5f\u4f1a\u6291\u5236\u534f\u4f5c\u7684\u51fa\u73b0\uff0c\u4f8b\u5982\u7a00\u91ca\u4e00\u4e2a\u968f\u673a\u6811\u72b6\u7f51\u7edc\u6240\u5f97\u5230\u7684\u5206\u5f62\u7ed3\u6784\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u8fd8\u6f84\u6e05\u4e86\u4ee5\u5f80\u7814\u7a76\u4e2d\u7684\u4e00\u4e9b\u77db\u76fe\u4e4b\u5904\uff0c\u5e76\u8868\u660e\u4ece\u4e00\u4e2a\u5e38\u89c4\u7f51\u7edc\u4e2d\u5220\u9664\u6216\u63d2\u5165\u94fe\u63a5\u90fd\u53ef\u4ee5\u52a0\u5f3a\u5408\u4f5c\u3002<\/span><\/p>\n


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


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    \u5982\u679c\u4f60\u7ecf\u5e38\u5173\u6ce8\u590d\u6742\u7cfb\u7edf\u548c\u8de8\u5b66\u79d1\u7814\u7a76\u8fdb\u5c55\uff0c\u662f\u7f51\u7edc\u8bba\u6587\u901f\u9012\u680f\u76ee\u7684\u957f\u671f\u8bfb\u8005\uff0c<\/span>\u6b22\u8fce\u626b\u63cf\u96c6\u667a\u5c0f\u52a9\u624b\uff0c\u5411\u6211\u4eec\u53cd\u9988\u4f60\u7684\u9700\u6c42<\/strong>\u3002\u6b22\u8fce\u63d0\u51fa\u5b9d\u8d35\u610f\u89c1\uff0c\u6211\u4eec\u4e00\u8d77\u6765\u63a2\u7d22\u8ffd\u8e2a\u524d\u6cbf\u8fdb\u5c55\u7684\u66f4\u597d\u65b9\u5f0f\u3002<\/span><\/p>\n


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    \u53c2\u4e0e\u8bba\u6587\u901f\u9012\u7528\u6237\u8c03\u7814\u540e\uff0c\u6211\u4eec\u5c06\u9080\u8bf7\u4f60\u52a0\u5165\u96c6\u667a\u7684\u79d1\u7814\u6587\u732e\u4ea4\u6d41\u7fa4<\/strong>\u3002<\/span><\/p>\n


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    \u8d85\u56fe\u8d85\u8fb9\u7684\u5c40\u90e8\u51e0\u4f55\u53ca\u5176\u5728\u793e\u4f1a\u7f51\u7edc\u4e2d\u7684\u5e94\u7528 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u90129\u7bc7<\/strong><\/a>
    <\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

    \u6d41\u7f51\u7edc\u4e2d\u6062\u590d\u4e0e\u5931\u6548\u6269\u6563\u7684\u62d3\u6251\u7406\u8bba | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901212\u7bc7<\/strong><\/a>
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    \u57ce\u5e02\u5f62\u6001\u548c\u589e\u957f\u7684\u5206\u5f62\u5efa\u6a21\u4e0e\u7a7a\u95f4\u5206\u6790\uff1a\u4ee5\u6df1\u5733\u5e02\u4e3a\u4f8b | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901214\u7bc7<\/span><\/strong><\/a>
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    \u57fa\u4e8e\u76ee\u6807\u5206\u7c7b\u548cTRIZ\u7684\u81ea\u7136\u542f\u53d1\u5f0f\u7b97\u6cd5 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901214\u7bc7<\/strong><\/a>
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    \u65b0\u51a0\u75c5\u6bd2\u5927\u6d41\u884c\u4e2d\u7684Twitter\u56fd\u5bb6\u5f62\u8c61\uff1a\u4ee5\u4e2d\u56fd\u4e3a\u4f8b | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901211\u7bc7<\/strong><\/a>
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    \u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n


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    \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<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h2>\n

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

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


    <\/p>\n

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

    \n

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    \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


    <\/p>\n

    \ud83d\udc47\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u4e86\u89e3\u66f4\u591a\u6700\u65b0arxiv\u8bba\u6587<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h2><\/div>\n","protected":false},"excerpt":{"rendered":"

    \u96c6\u667a\u6591\u56fe\u6700\u65b0\u8bba\u6587\u680f\u76ee\uff0c\u5173\u6ce8\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3001\u7edf\u8ba1\u7269\u7406\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\uff0c\u6bcf\u5929\u5373\u65f6\u66f4\u65b0\u76f8\u5173\u9876\u520a\u8bba\u6587\uff0c\u548c\u6700\u65b0arXiv\u9884\u5370\u672c\u8bba\u6587\u3002 \u672c\u6587\u662f\u5bf9\u8fd1\u671farXiv\u8bba\u6587\u7684\u6c47\u603b\u7f16\u8bd1\uff08by \u5f69\u4e91\u5c0f\u8bd1\uff09\u3002\u66f4\u591a\u6700\u65b0\u8bba\u6587\uff0c\u8bf7\u626b\u4e8c\u7ef4\u7801\u83b7\u53d6\u3002 \u6838\u5fc3\u901f\u9012 \u57ce\u5e02\u7a7a\u95f4\u683c\u5c40\u7684\u68af\u5ea6\u6a21\u578b\uff1b \u591a\u4e3b\u4f53\u4fe1\u8d56\u57df\u7b56\u7565\u4f18\u5316\uff1b \u81ea\u6211\u7ec4\u7ec7\u7684…<\/p>\n","protected":false},"author":1,"featured_media":21252,"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\/21253"}],"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=21253"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/21253\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/21252"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=21253"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=21253"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=21253"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=21253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}