{"id":16909,"date":"2019-09-03T18:39:30","date_gmt":"2019-09-04T09:50:08","guid":{"rendered":"https:\/\/swarma.org\/?p=16909"},"modified":"2019-09-04T17:50:11","modified_gmt":"2019-09-04T09:50:11","slug":"8c571e4118","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=16909","title":{"rendered":"\u6bd4\u7279\u5e01\u53cd\u6d17\u94b1\uff1a\u5229\u7528\u56fe\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u91d1\u878d\u53d6\u8bc1\u8bd5\u9a8c | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901223\u7bc7"},"content":{"rendered":"
\n

\"\u96c6\u667a\"<\/p>\n

\n

<\/p>\n

\u6838\u5fc3\u901f\u9012<\/strong><\/p>\n

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    \n
  • \n
    \u6bd4\u7279\u5e01\u53cd\u6d17\u94b1\uff1a<\/span>\u5229\u7528\u56fe\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u91d1\u878d\u53d6\u8bc1\u8bd5\u9a8c<\/span><\/section>\n<\/li>\n
  • \n
    \u8001\u5316\u542b\u65f6\u7f51\u7edc\u4e2d\u7684\u94fe\u63a5\u5f62\u6210<\/span><\/section>\n<\/li>\n
  • \n
    \u5177\u6709\u76f8\u5173\u5408\u6210\u6570\u636e\u7684\u590d\u6742\u7cfb\u7edf\u4e8c\u9636\u63a7\u5236<\/span><\/section>\n<\/li>\n
  • \n
    \u547c\u53eb\u8be6\u7ec6\u8bb0\u5f55\u7684\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u68c0\u6d4b\u7a81\u53d1\u707e\u96be\u540e\u7684\u56fd\u5185\u6d41\u79bb\u5931\u6240\u8005<\/span><\/section>\n<\/li>\n
  • \n
    \u901a\u8fc7\u5206\u6790\u547c\u53eb\u8be6\u7ec6\u8bb0\u5f55\u5206\u6790\u56fd\u5185\u6d41\u79bb\u5931\u6240\u8005\u7684\u79fb\u52a8\u60c5\u51b5\u6765\u4f30\u7b97\u5bf9\u81ea\u7136\u707e\u5bb3\u7684\u62b5\u5fa1\u80fd\u529b<\/span><\/section>\n<\/li>\n
  • \n
    \u4e8c\u5206\u7f51\u7edc\u7684\u6a21\u5757\u6027\u548c\u6295\u5f71\u6027<\/span><\/section>\n<\/li>\n
  • \n
    \u6d3b\u52a8\u4eba\u6d41\u5206\u6790\u663e\u793a\u4e86\u57ce\u5e02\u7cfb\u7edf\u9690\u85cf\u7684\u529f\u80fd\u7ec4\u7ec7<\/span><\/section>\n<\/li>\n
  • \n
    \u5e26\u6709\u6570\u5b57\u6570\u636e\u7279\u5f81\u7684\u79fb\u6c11\u6d41\u52a8<\/span><\/section>\n<\/li>\n
  • \n
    \u63a8\u6587\u544a\u8bc9\u6211\u4eec\uff1a<\/span>\u4f7f\u7528\u6df7\u5408\u957f\u77ed\u671f\u8bb0\u5fc6\u6a21\u578b\u8fdb\u884c\u6d3b\u52a8\u8bc6\u522b<\/span><\/section>\n<\/li>\n
  • \n
    \u57fa\u4e8e\u5d4c\u5165\u7684\u793e\u533a\u8f6e\u5ed3\u68c0\u6d4b<\/span><\/section>\n<\/li>\n
  • \n
    \u4e0b\u4e00\u4ee3\u9ad8\u5206\u8fa8\u7387\u5bf9\u4e8e\u5a92\u4ecb\u4f20\u64ad\u7684\u75be\u75c5\u98ce\u9669\u7684\u8bc4\u4f30<\/span><\/section>\n<\/li>\n
  • \n
    \u7528\u4e8e\u5927\u89c4\u6a21\u793e\u4f1a\u63a8\u8350\u7684\u4e09\u65b9\u5f02\u6784\u56fe\u56fe\u4f20\u64ad<\/span><\/section>\n<\/li>\n
  • \n
    \u57fa\u4e8e\u533a\u57df\u98ce\u9669\u4e0e\u8fd0\u52a8\u6a21\u5f0f\u7684\u72af\u7f6a\u7387\u9884\u6d4b<\/span><\/section>\n<\/li>\n
  • \n
    \u901a\u8fc7\u77e5\u8bc6\u56fe\u8c31\u5d4c\u5165\u548cTwitter\u5c06\u533b\u751f\u4e0e\u533b\u5b66\u7814\u7a76\u7ed3\u679c\u8054\u7cfb\u8d77\u6765<\/span><\/section>\n<\/li>\n
  • \n
    \u591a\u8def\u56fe\u5339\u914d\u7684\u8fc7\u6ee4\u5668<\/span><\/section>\n<\/li>\n
  • \n
    \u901a\u8fc7Bregman\u6563\u5ea6\u7684\u8d85\u94fe\u63a5\u56de\u5f52<\/span><\/section>\n<\/li>\n
  • \n
    \u53e6\u4e00\u79cd\u9009\u62e9\u7684\u533a\u5757\u5efa\u6a21<\/span><\/section>\n<\/li>\n
  • \n
    \u5355\u7eaf\u590d\u5f62\u7684\u9ad8\u9636\u3001\u591a\u7ec4\u5408\u62c9\u666e\u62c9\u65af\u7b97\u5b50\u4ee5\u53ca\u62d3\u6251\u6570\u636e\u5206\u6790\u5728\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u5e94\u7528<\/span><\/section>\n<\/li>\n
  • \n
    \u8bc6\u522b\u76f8\u5173\u63a8\u6587\u4ee5\u652f\u6301\u5b9e\u65f6\u6001\u52bf\u611f\u77e5\u7684\u4ea4\u4e92\u5f0f\u5b66\u4e60<\/span><\/section>\n<\/li>\n
  • \n
    \u6b66\u5668\u5316\u7684\u865a\u5047\u4fe1\u606f\u5982\u4f55\u7834\u574f\u57ce\u5e02\u7684\u7535\u7f51<\/span><\/section>\n<\/li>\n<\/ul>\n
    <\/span><\/section>\n
      \n
    • \n
      \u5faa\u73af\u591a\u8def\u7f51\u7edc\u7684\u5206\u6570\u52a8\u6001\uff1a<\/span>\u8fde\u7eed\u65f6\u95f4\u968f\u673a\u6e38\u8d70\u7684\u6700\u4f73\u8026\u5408\u548c\u8fdc\u7a0b\u5bfc\u822a<\/span><\/section>\n<\/li>\n
    • \n
      \u52a8\u6001\u793e\u4f1a\u7f51\u7edc\u9884\u6d4b\u4e2a\u4eba\u5fc3\u7406\u5065\u5eb7\u7684\u80fd\u529b<\/span><\/section>\n<\/li>\n
    • \n
      \u53d1\u73b0\u4f9b\u5e94\u94fe\u7684\u76f8\u53d8\u884c\u4e3a\u4ee5\u5bf9\u6297\u7834\u574f\u6027\u4e8b\u4ef6<\/span><\/section>\n<\/li>\n<\/ul>\n

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

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

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

      1. <\/strong><\/span>\u6bd4\u7279\u5e01\u53cd\u6d17\u94b1\uff1a\u5229\u7528\u56fe\u5377\u79ef<\/span><\/p>\n

      \u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u91d1\u878d\u53d6\u8bc1\u8bd5\u9a8c<\/span><\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
      Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02591<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/strong><\/section>\n
      Mark Weber, Giacomo Domeniconi, Jie Chen, Daniel Karl I. Weidele, Claudio Bellei, Tom Robinson, Charles E. Leiserson<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span>\u53cd\u6d17\u94b1\uff08AML\uff09\u6cd5\u89c4\u5728\u4fdd\u969c\u91d1\u878d\u4f53\u7cfb\u65b9\u9762\u53d1\u6325\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u4f46\u5374\u7ed9\u673a\u6784\u5e26\u6765\u4e86\u9ad8\u989d\u6210\u672c\uff0c\u5e76\u4f7f\u90a3\u4e9b\u5904\u4e8e\u793e\u4f1a\u7ecf\u6d4e\u548c\u56fd\u9645\u8fb9\u7f18\u7684\u4eba\u5bf9\u91d1\u878d\u66f4\u52a0\u6392\u65a5\u3002<\/span>\u52a0\u5bc6\u8d27\u5e01\u7684\u51fa\u73b0\u5e26\u6765\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u6096\u8bba:\u5047\u540d\u53ef\u4ee5\u8ba9\u7f6a\u72af\u9690\u85cf\u5728\u773c\u76ae\u5e95\u4e0b\uff0c\u4f46\u516c\u5f00\u6570\u636e\u8d4b\u4e88\u8c03\u67e5\u4eba\u5458\u66f4\u5927\u7684\u6743\u529b\uff0c\u5e76\u4f7f\u6cd5\u533b\u5206\u6790\u7684\u4f17\u5305\u6210\u4e3a\u53ef\u80fd\u3002<\/span>\u4e0e\u6b64\u540c\u65f6\uff0c\u5b66\u4e60\u7b97\u6cd5\u7684\u8fdb\u6b65\u4e3aAML\u5de5\u5177\u5305\u5e26\u6765\u4e86\u5de8\u5927\u7684\u5e0c\u671b\u3002<\/span>\u5728\u672c\u4e13\u9898\u6559\u7a0b\u4e2d\uff0c\u6211\u4eec\u5c06\u5229\u7528\u8fd9\u4e2a\u673a\u4f1a\u6765\u534f\u8c03\u5b89\u5168\u6027\u548c\u666e\u60e0\u91d1\u878d\u7684\u5173\u7cfb\u3002<\/span>\u6211\u4eec\u8d21\u732e\u4e86\u692d\u5706\u6570\u636e\u96c6\uff0c\u4e00\u4e2a\u5305\u542b\u8d85\u8fc7200K\u6bd4\u7279\u5e01\u4ea4\u6613(\u8282\u70b9)\uff0c234K\u5b9a\u5411\u652f\u4ed8\u6d41(\u8fb9)\uff0c166\u4e2a\u8282\u70b9\u7279\u5f81\u65f6\u95f4\u5e8f\u5217\u56fe\uff0c\u4ee5\u53ca\u5176\u4ed6\u57fa\u4e8e\u975e\u516c\u5f00\u7684\u6570\u636e\u3002<\/span>\u636e\u6211\u4eec\u6240\u77e5\uff0c\u8fd9\u662f\u52a0\u5bc6\u8d27\u5e01\u4e2d\u516c\u5f00\u53ef\u7528\u7684\u6700\u5927\u6807\u8bb0\u4ea4\u6613\u6570\u636e\u96c6\u3002<\/span>\u6211\u4eec\u5206\u4eab\u4e86\u4f7f\u7528\u903b\u8f91\u56de\u5f52(LR)\u3001\u968f\u673a\u68ee\u6797(RF)\u3001\u591a\u5c42\u611f\u77e5\u5668(MLP)\u548c\u56fe\u5377\u79ef\u795e\u7ecf\u7f51\u7edc(GCN) \u4e8c\u5143\u5206\u7c7b\u4efb\u52a1\u7684\u9884\u6d4b\u975e\u6cd5\u4ea4\u6613\u7684\u7ed3\u679c\uff0cGCN\u4f5c\u4e3a\u4e00\u79cd\u65b0\u5174\u7684\u83b7\u53d6\u5173\u7cfb\u4fe1\u606f\u7684\u65b9\u6cd5\u5177\u6709\u7279\u6b8a\u7684\u610f\u4e49\u3002<\/span>\u7ed3\u679c\u8868\u660e\u4e86\u968f\u673a\u68ee\u6797\u7b97\u6cd5\u7684\u4f18\u8d8a\u6027\uff0c\u6211\u4eec\u5e76\u7ed3\u5408\u4e86\u968f\u673a\u68ee\u6797\u7b97\u6cd5\u548c\u56fe\u8bba\u65b9\u6cd5\u7684\u5404\u81ea\u4f18\u52bf\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u968f\u673a\u68ee\u6797\u7b97\u6cd5\u7684\u56fe\u8bba\u65b9\u6cd5\u3002<\/span>\u6700\u540e\uff0c\u6211\u4eec\u8003\u8651\u4e86\u7528\u4e8e\u5206\u6790\u548c\u89e3\u91ca\u7684\u53ef\u89c6\u5316\uff0c\u8003\u8651\u5230\u771f\u5b9e\u4e8b\u52a1\u56fe\u7684\u89c4\u6a21\u548c\u52a8\u6001\u6027\uff0c\u8fd9\u662f\u5f88\u56f0\u96be\u7684\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u539f\u578b\uff0c\u80fd\u591f\u5728\u5bfc\u822a\u56fe\u89c2\u5bdf\u975e\u6cd5\u6d3b\u52a8\u6a21\u578b\u6027\u80fd\u968f\u7740\u65f6\u95f4\u53d8\u5316\u3002<\/span>\u901a\u8fc7\u672c\u6559\u7a0b\u548c\u6570\u636e\u96c6\uff0c\u6211\u4eec\u5e0c\u671ba)\u901a\u8fc7\u9080\u8bf7\u53cd\u9988\u6765\u652f\u6301\u6211\u4eec\u6b63\u5728\u8fdb\u884c\u7684\u8c03\u67e5\uff0cb)\u9f13\u52b1\u5176\u4ed6\u4eba\u81f4\u529b\u4e8e\u8fd9\u9879\u91cd\u8981\u7684\u793e\u4f1a\u6311\u6218\u3002<\/span><\/section>\n
      <\/section>\n

      \n

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

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

      2. \u8001\u5316\u542b\u65f6\u7f51\u7edc\u4e2d\u7684\u94fe\u63a5\u5f62\u6210<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/p>\n<\/h3>\n

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

      <\/span> Link formation in aged temporal networks<\/span><\/p>\n

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

      http:\/\/arxiv.org\/abs\/1908.01999<\/span><\/p>\n

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

      <\/span> F. Rabbani, T. Khraisha, F. Abbasi, G.R. Jafari<\/span><\/p>\n

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

      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u5728\u672c\u6587\u4e2d\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u7f51\u7edc\u6a21\u578b\uff0c\u5176\u4e2d\u8282\u70b9\u5728\u65f6\u95f4\u4f18\u5148\u4e0e\u6700\u6d3b\u8dc3\u8282\u70b9\u5efa\u7acb\u94fe\u63a5\u7684\u503e\u5411\u3002<\/span>\u8282\u70b9\u7684\u6d3b\u52a8\u6027\u7531\u7ed9\u5b9a\u65f6\u95f4\u95f4\u9694\u5185\u89c2\u5bdf\u5230\u7684\u94fe\u8def\u6570\u91cf\u6765\u5b9a\u4e49\u3002<\/span>\u6211\u4eec\u63d0\u4f9b\u4e24\u79cd\u7248\u672c\u7684\u4f18\u5148\u8fde\u63a5\u6a21\u578b\u3002<\/span>\u7b2c\u4e00\u4e2a\u7248\u672c\u5c55\u793a\u4e86\u4e00\u4e2a\u4e34\u754c\u65f6\u95f4\u5c3a\u5ea6\uff0c\u5373\u6709\u6548\u7d2f\u79ef\u91cf\u7684\u589e\u957f\u5728\u4f4e\u4e8e\u548c\u9ad8\u4e8e\u4e34\u754c\u70b9\u7684\u60c5\u51b5\u4e0b\u8868\u73b0\u4e0d\u540c\u3002<\/span>\u6b64\u5916\uff0c\u6211\u4eec\u89c2\u5bdf\u5230\u5bc6\u96c6\u4e34\u65f6\u7f51\u7edc\uff08\u5927\u91cf\u4e8b\u4ef6\uff09\u5177\u6709\u660e\u663e\u7684\u4e34\u754c\u65f6\u95f4\u5c3a\u5ea6\u800c\u4e0d\u662f\u7a00\u758f\u65f6\u95f4\u5c3a\u5ea6\u3002<\/span>\u5728\u7b2c\u4e8c\u4e2a\u7248\u672c\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65f6\u95f4\u5206\u6570\u9636\u5bfc\u6570\u79bb\u6563\u65b9\u7a0b\u5d4c\u5165\u8bb0\u5fc6\u6765\u4fee\u6539\u4f18\u5148\u8fde\u63a5\u6a21\u578b\uff0c\u56e0\u4e3a\u5b83\u80fd\u591f\u6355\u83b7\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u73b0\u8c61\u7684\u52a8\u529b\u5b66\u3002<\/span>\u6a21\u578b\u7684\u7b2c\u4e8c\u4e2a\u7248\u672c\u4e2d\u7ed3\u679c\u663e\u793a\u7d2f\u79ef\u7a0b\u5ea6\u5728\u65e9\u671f\u9636\u6bb5\u8fc5\u901f\u589e\u957f\uff0c\u540e\u6765\u6839\u636e\u8bb0\u5fc6\u7684\u5f3a\u5ea6\u51cf\u6162\u3002<\/span><\/p>\n

      \n

      \n

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

      3. \u5177\u6709\u76f8\u5173\u5408\u6210\u6570<\/strong><\/span><\/p>\n

      \u636e\u7684\u590d\u6742\u7cfb\u7edf\u4e8c\u9636\u63a7\u5236<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/p>\n<\/h3>\n

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

      Second-order Control of Complex Systems with Correlated Synthetic Data<\/span><\/p>\n

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

      <\/span> http:\/\/arxiv.org\/abs\/1908.02034<\/span><\/p>\n

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

      Juste Raimbault<\/span><\/p>\n

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

      \u6458\u8981\uff1a<\/span><\/strong><\/span><\/span>\u5728\u7814\u7a76\u590d\u6742\u7cfb\u7edf\u7684\u5927\u591a\u6570\u5b66\u79d1\u4e2d\uff0c\u751f\u6210\u4e0e\u67d0\u4e9b\u6807\u51c6\u76f8\u4f3c\u7684\u6df7\u5408\u5408\u6210\u6570\u636e\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u65b9\u6cd5\u548c\u4e3b\u9898\u95ee\u9898\u3002<\/span>\u6784\u6210\u8981\u7d20\u4e4b\u95f4\u7684\u76f8\u4e92\u4f9d\u8d56\uff0c\u5728\u5404\u81ea\u7684\u5173\u7cfb\u4e2d\u5177\u4f53\u5316\uff0c\u5bfc\u81f4\u5b8f\u89c2\u6a21\u5f0f\u7684\u51fa\u73b0\u3002<\/span>\u56e0\u6b64\uff0c\u80fd\u591f\u63a7\u5236\u5408\u6210\u6570\u636e\u96c6\u4e2d\u7684\u4f9d\u8d56\u7ed3\u6784\u548c\u7ea7\u522b\u662f\u5173\u4e8e\u7cfb\u7edf\u673a\u5236\u7684\u77e5\u8bc6\u6765\u6e90\u3002<\/span>\u672c\u6587\u63cf\u8ff0\u4e86\u4e00\u79cd\u5408\u6210\u6570\u636e\u96c6\u7684\u751f\u6210\u65b9\u6cd5\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\u63a7\u5236\u76f8\u5173\u7ed3\u6784\u3002<\/span>\u8be5\u65b9\u6cd5\u5728\u91d1\u878d\u65f6\u95f4\u5e8f\u5217\u7684\u7b2c\u4e00\u4e2a\u4f8b\u5b50\u4e2d\u5f97\u5230\u5e94\u7528\uff0c\u53ef\u4ee5\u7406\u89e3\u4e0d\u540c\u5c3a\u5ea6\u7684\u6210\u5206\u95f4\u5e72\u6270\u5bf9\u9884\u6d4b\u6a21\u578b\u6027\u80fd\u7684\u5f71\u54cd\u3002<\/span>\u7136\u540e\u63d0\u51fa\u4e86\u5728\u5730\u7406\u7cfb\u7edf\u4e0a\u7b2c\u4e8c\u4e2a\u5e94\u7528\uff0c\u5176\u4e2d\u4eba\u53e3\u5bc6\u5ea6\u6a21\u578b\u548c\u7f51\u7edc\u5f62\u6001\u5f62\u6210\u6a21\u578b\u4e4b\u95f4\u7684\u5f31\u8026\u5408\u5141\u8bb8\u6a21\u62df\u7a7a\u95f4\u6784\u578b\u3002<\/span>\u5bf9\u6b27\u6d32\u6570\u636e\u5f62\u6001\u5b66\u76ee\u6807\u7684\u6821\u51c6\u548c\u5bc6\u96c6\u7684\u6a21\u578b\u63a2\u7d22\u63ed\u793a\u4e86\u5f62\u6001\u5b66\u548c\u7f51\u7edc\u6d4b\u91cf\u6570\u636e\u4e4b\u95f4\u7684\u5927\u91cf\u53ef\u884c\u76f8\u5173\u6027\u3002<\/span>\u6211\u4eec\u5728\u5176\u4e2d\u6f14\u793a\u4e86\u8fd9\u79cd\u65b9\u6cd5\u7684\u7075\u6d3b\u6027\u548c\u5404\u79cd\u53ef\u80fd\u7684\u5e94\u7528\u3002<\/span><\/span><\/p>\n

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

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

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

      4. \u547c\u53eb\u8be6\u7ec6\u8bb0\u5f55<\/strong><\/span><\/p>\n

      \u7684\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u68c0<\/strong><\/span><\/strong><\/p>\n

      \u6d4b\u7a81\u53d1\u707e\u96be\u540e\u7684\u56fd\u5185\u6d41\u79bb\u5931\u6240\u8005<\/strong><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
      <\/span> Detecting individual internal displacements following a sudden-onset disaster using time series analysis of call detail records<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02377<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Tracey Li, Jesper Dejby, Maximilian Albert, Linus Bengtsson, Veronique Lefebvre<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span>\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u5206\u6790\u624b\u673a\u901a\u8bdd\u8be6\u7ec6\u8bb0\u5f55\u7684\u65b9\u6cd5\uff0c\u4ee5\u786e\u5b9a\u6211\u4eec\u8ba4\u4e3a\u56e0\u7a81\u53d1\u707e\u96be\u800c\u5728\u56fd\u5185\u6d41\u79bb\u5931\u6240\u7684\u4e2a\u4eba\u3002<\/span><\/span>\u6211\u4eec\u5c06\u6bcf\u4e2a\u533f\u540d\u4e2a\u4f53\u7684\u8fd0\u52a8\u8f68\u8ff9\u5efa\u6a21\u4e3a\u4e00\u4e2a\u5206\u6bb5\u5e38\u6570\u65f6\u95f4\u5e8f\u5217\u4fe1\u53f7\uff0c\u5047\u8bbe\u707e\u5bb3\u5f15\u8d77\u7684\u4f4d\u79fb\u8868\u73b0\u4e3a\u4e2a\u4f53\u201c\u6b63\u5e38\u201d\u4f4d\u7f6e\u7684\u6c34\u5e73\u4f4d\u79fb\uff0c\u7136\u540e\u5e94\u7528\u9636\u8dc3\u68c0\u6d4b\u7b97\u6cd5\u6765\u8bc6\u522b\u4fe1\u53f7\u4e2d\u7684\u6c34\u5e73\u4f4d\u79fb\u3002<\/span><\/span>\u4e0e\u7528\u4e8e\u5206\u6790\u6765\u81ea\u547c\u53eb\u8be6\u7ec6\u8bb0\u5f55\u7684\u79fb\u52a8\u6a21\u5f0f\u7684\u5178\u578b\u65b9\u6cd5\u76f8\u6bd4\uff0c\u5176\u4e2d\u5206\u6790\u4e86\u5927\u7fa4\u4e2a\u4f53\u7684\u603b\u4f53\u79fb\u52a8\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u63d0\u4f9b\u4e86\u4ee5\u4e0b\u4f18\u70b9\uff1a<\/span>\u4e0d\u9700\u8981\u5173\u4e8e\u4e2a\u4f53\u79fb\u4f4d\u7684\u76ee\u7684\u5730\u6216\u6301\u7eed\u65f6\u95f4\u7684\u5047\u8bbe\u3002<\/span>\u6211\u4eec\u5c06\u8be5\u65b9\u6cd5\u5e94\u7528\u4e8e\u4e09\u4e2a\u707e\u96be\u7684\u6570\u636e\u96c6\u2014\u20142010\u5e74\u7684\u6d77\u5730\u5730\u9707\u30012015\u5e74\u7684\u5c3c\u6cca\u5c14\u6208\u5361\u5730\u9707\u548c2016\u5e74\u7684\u6d77\u5730\u98d3\u98ce\u9a6c\u4fee\u3002<\/span><\/span>\u7ed3\u679c\u8868\u660e\uff0c\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u5229\u7528\u7535\u8bdd\u8be6\u7ec6\u8bb0\u5f55\uff0c\u4fc3\u8fdb\u5bf9\u707e\u540e\u56fd\u5185\u6d41\u79bb\u5931\u6240\u8005\u6d41\u52a8\u60c5\u51b5\u7684\u5206\u6790\u548c\u5efa\u6a21\u7684\u6539\u8fdb\u3002<\/span>\u8fd9\u4e9b\u5206\u6790\u53ef\u4ee5\u4f5c\u4e3a\u8865\u5145\u4f20\u7edf\u8c03\u67e5\u65b9\u6cd5\u7684\uff0c\u53ca\u65f6\u8bc4\u4f30\u707e\u5bb3\u5f15\u8d77\u7684\u8f6c\u79fb\u7684\u89c4\u6a21\u548c\u7279\u5f81\u3002<\/span><\/span><\/section>\n
      <\/span><\/section>\n
      <\/section>\n
      <\/span><\/section>\n

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

      5. \u901a\u8fc7\u5206\u6790\u547c\u53eb\u8be6\u7ec6\u8bb0\u5f55\u5206<\/strong><\/span><\/p>\n

      \u6790\u56fd\u5185\u6d41\u79bb\u5931\u6240\u8005\u7684\u79fb\u52a8\u60c5\u51b5<\/strong><\/span><\/p>\n

      \u6765\u4f30\u7b97\u5bf9\u81ea\u7136\u707e\u5bb3\u7684\u62b5\u5fa1\u80fd\u529b<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
      <\/span> Estimating the resilience to natural disasters by using call detail records to analyse the mobility of internally displaced persons<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/strong><\/section>\n
      <\/span> http:\/\/arxiv.org\/abs\/1908.02381<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Tracey Li, Jesper Dejby, Maximilian Albert, Linus Bengtsson, Veronique Lefebvre<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/span> <\/span><\/strong>\u6211\u4eec\u4f7f\u7528\u79fb\u52a8\u7535\u8bdd\u547c\u53eb\u8be6\u7ec6\u8bb0\u5f55\u6765\u4f30\u8ba1\u5728\u7a81\u7136\u53d1\u751f\u7684\u707e\u96be\u540e\u5148\u524d\u88ab\u786e\u5b9a\u4e3a\u5883\u5185\u6d41\u79bb\u5931\u6240\u8005\uff08IDP\uff09\u7684\u4e2a\u4eba\u88ab\u91cd\u65b0\u5b89\u7f6e\u65f6\u95f4\u3002<\/span> \u56db\u79cd\u4e0d\u540c\u7684\u6d41\u52a8\u6027\u6307\u6807 – \u4e24\u79cd\u7248\u672c\u7684\u56de\u8f6c\u534a\u5f84\u548c\u4e24\u79cd\u7248\u672c\u7684\u71b5 – \u7528\u4e8e\u7814\u7a76\u4e09\u6b21\u707e\u5bb3\u671f\u95f4\u4eba\u53e3\u884c\u4e3a – 2010\u5e74\u6d77\u5730\u5730\u9707\uff0c2015\u5e74\u5c3c\u6cca\u5c14Gorkha\u5730\u9707\u548c2016\u5e74\u6d77\u5730\u98d3\u98ce\u9a6c\u4fee\u3002<\/span>\u6211\u4eec\u63cf\u8ff0\u4e86\u5728\u707e\u96be\u53d1\u751f\u540e\u6bcf\u5468\u4ecd\u7136\u53d7\u5230\u5e72\u6270\u7684\u4e2a\u4eba\u6bd4\u4f8b\u4e2d\u65ad\u4eba\u53e3\u91cd\u65b0\u5b89\u7f6e\u7684\u901f\u5ea6\u3002<\/span>\u6211\u4eec\u53d1\u73b0\u6bd4\u7387\u53ef\u4ee5\u5f88\u597d\u5730\u6a21\u62df\u4e3a\u4e24\u4e2a\u6307\u6570\u8870\u51cf\u4e4b\u548c\uff0c\u5e76\u89c2\u5bdf\u5230\u6240\u6709\u4e09\u6b21\u707e\u5bb3\u7684\u91cd\u65b0\u5b9a\u5c45\u7387\u662f\u76f8\u4f3c\u7684\uff0c\u5728\u707e\u5bb3\u53d1\u751f\u540e\u56db\u81f3\u4e94\u5468\u5185\u91cd\u65b0\u5b9a\u5c45\u7684\u6d41\u79bb\u5931\u6240\u8005\u4eba\u6570\u53ea\u6709\u539f\u6765\u7684\u4e00\u534a\u3002<\/span>\u5982\u679c\u5bf9\u8fdb\u4e00\u6b65\u5bf9\u707e\u5bb3\u5bfc\u81f4\u7684\u7c7b\u4f3c\u6307\u6570\u8870\u51cf\u7387\u89c2\u5bdf\u7684\u7814\u7a76\uff0c\u90a3\u4e48\u610f\u5473\u7740\uff0c\u4efb\u4f55\u65f6\u5019\u7684\u56fd\u5185\u6d41\u79bb\u5931\u6240\u8005\u7684\u6570\u76ee\u90fd\u53ef\u4ee5\u4ece\u707e\u5bb3\u540e\u7acb\u5373\u51fa\u73b0\u7684\u6d41\u79bb\u5931\u6240\u8005\u6700\u521d\u6570\u76ee\u7684\u4f30\u8ba1\u4e2d\u63a8\u65ad\u51fa\u6765\u3002<\/span>\u6b64\u5916\uff0c\u8be5\u65b9\u6cd5\u8fd8\u63d0\u4f9b\u4e86\u4e00\u79cd\u65b9\u6cd5\u6765\u76d1\u89c6\u707e\u96be\u6062\u590d\u80fd\u529b\uff0c\u5e76\u6bd4\u8f83\u4e0d\u540c\u707e\u96be\u4e4b\u95f4\u7684\u6062\u590d\u7387\u3002<\/span>\u8be5\u65b9\u6cd5\u7684\u4f18\u70b9\u662f\u4e0d\u9700\u8981\u5bf9\u91cd\u65b0\u5b89\u7f6e\u7684\u5730\u70b9\u6216\u65f6\u95f4\u4f5c\u4efb\u4f55\u5047\u8bbe\u3002<\/span>\u6211\u4eec\u7ed3\u679c\u8868\u660e\uff0c\u5728\u707e\u540e\u60c5\u666f\u4e2d\uff0cCDRS\u53ef\u4ee5\u663e\u8457\u5730\u5e2e\u52a9\u6d4b\u91cf\u548c\u9884\u6d4b\u6d41\u79bb\u5931\u6240\u4eba\u5458\u8fc1\u79fb\u6301\u7eed\u65f6\u95f4\u3001\u8ddd\u79bb\u548c\u4f4d\u7f6e\u3002<\/span>\u6211\u4eec\u8ba4\u4e3a\uff0c\u7279\u522b\u5236\u5b9a\u7684CDR\u5206\u6790\u63d0\u4f9b\u7684\u4fe1\u606f\u548c\u4f30\u8ba1\uff0c\u52a0\u4e0a\u5b9e\u5730\u6570\u636e\u6536\u96c6\u548c\u4f20\u7edf\u7684\u8c03\u67e5\u65b9\u6cd5\uff0c\u53ef\u4ee5\u534f\u52a9\u5bf9\u81ea\u7136\u707e\u5bb3\u4f5c\u51fa\u4eba\u9053\u4e3b\u4e49\u53cd\u5e94\u548c\u968f\u540e\u7684\u91cd\u65b0\u5b89\u7f6e\u505a\u51fa\u52aa\u529b\u3002<\/span><\/section>\n

      \n

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

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

      6. \u4e8c\u5206\u7f51\u7edc\u7684\u6a21\u5757\u6027\u548c\u6295\u5f71\u6027<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
      <\/span> Modularity and Projection of Bipartite Networks<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02520<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Rudy Arthur<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u672c\u6587\u4f7f\u7528\u4e8c\u5206\u7f51\u7edc\u4e0a\u7684\u6a21\u5757\u6700\u5927\u5316\u8c03\u67e5\u4e86\u793e\u533a\u68c0\u6d4b\u95ee\u9898\u3002<\/span>\u6211\u4eec\u7279\u522b\u611f\u5174\u8da3\u7684\u662f\uff0c\u4f7f\u7528\u4e8c\u5206\u56fe\u7f51\u7edc\u7684\u4e00\u4e2a\u8282\u70b9\u96c6\u6765\u63a8\u65ad\u53e6\u4e00\u4e2a\u8282\u70b9\u96c6\u4e2d\u8282\u70b9\u4e4b\u95f4\u7684\u8fde\u63a5\u7684\u6620\u5c04\u7684\u64cd\u4f5c\uff0c\u5e76\u4e14\u5982\u4f55\u4e0e\u793e\u533a\u68c0\u6d4b\u4e92\u52a8\u3002<\/span>\u9996\u5148\uff0c\u6211\u4eec\u5b9a\u4e49\u4e86\u9002\u5408\u4e8e\u8ba1\u5212\u7684\u4e8c\u5206\u7f51\u7edc\u7684\u4e00\u4e2a\u6a21\u5757\u6027\u6982\u5ff5\uff0c\u5e76\u6982\u8ff0\u4e86\u4e00\u79cd\u4f7f\u5176\u6700\u5927\u5316\u7684\u7b97\u6cd5\uff0c\u4ee5\u4fbf\u5bf9\u7f51\u7edc\u8fdb\u884c\u5212\u5206\u3002<\/span>\u7136\u540e\uff0c\u5229\u7528\u771f\u5b9e\u7f51\u7edc\u548c\u5408\u6210\u7f51\u7edc\uff0c\u6211\u4eec\u6bd4\u8f83\u4e86\u7531\u4e94\u79cd\u4e0d\u540c\u7b97\u6cd5\u53d1\u73b0\u7684\u7fa4\u4f53\uff0c\u5176\u4e2d\u6bcf\u79cd\u7b97\u6cd5\u90fd\u6700\u5927\u5316\u4e86\u4e0d\u540c\u7684\u6a21\u5757\u51fd\u6570\uff0c\u5e76\u770b\u5230\u4e86\u4e8c\u5206\u7ed3\u6784\u7684\u4e0d\u540c\u65b9\u9762\u3002<\/span>\u57fa\u4e8e\u8fd9\u4e9b\u7ed3\u679c\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u7b80\u5355\u542f\u53d1\u5f0f\u7b97\u6cd5\u6765\u5bfb\u627e\u4e8c\u90e8\u7f51\u7edc\u4e2d\u7684\u793e\u533a\u3002<\/span><\/section>\n
      <\/section>\n
      <\/section>\n
      <\/span><\/section>\n

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

      7. \u6d3b\u52a8\u4eba\u6d41\u5206\u6790\u663e\u793a\u4e86<\/strong><\/span><\/p>\n

      \u57ce\u5e02\u7cfb\u7edf\u9690\u85cf\u7684\u529f\u80fd\u7ec4\u7ec7<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
      <\/span> Disentangling activity-aware human flows reveals the hidden functional organization of urban systems<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02538<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/span><\/section>\n
      Riccardo Gallotti, Giulia Bertagnolli, Manlio De Domenico<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span>\u8d8a\u6765\u8d8a\u591a\u7684\u8bc1\u636e\u8868\u660e\uff0c\u57ce\u5e02\u662f\u590d\u6742\u7684\u7cfb\u7edf\uff0c\u5177\u6709\u5e7f\u6cdb\u7684\u7ed3\u6784\u548c\u52a8\u529b\u7279\u5f81\uff0c\u5bfc\u81f4\u4e86\u610f\u60f3\u4e0d\u5230\u7684\u548c\u65b0\u5174\u7684\u73b0\u8c61\u3002<\/span>\u4ece\u4e2a\u4eba\u5c42\u9762\u7406\u89e3\u57ce\u5e02\u52a8\u6001\u2014\u2014\u540c\u65f6\u4e5f\u5c06\u5176\u7406\u89e3\u4e3a\u4eba\u7c7b\u96c6\u4f53\u884c\u4e3a\u7684\u7ed3\u679c\u2014\u2014\u5c06\u4e3a\u65e0\u6570\u7684\u5e94\u7528\u6253\u5f00\u5927\u95e8\uff0c\u4ece\u589e\u5f3a\u57ce\u5e02\u7684\u53ef\u6301\u7eed\u6027\u548c\u5f39\u6027\uff0c\u4ece\u800c\u6539\u5584\u5c45\u6c11\u7684\u5065\u5eb7\u548c\u798f\u7949\u3002<\/span>\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u56db\u65b9\u7f51Foursquare\u63d0\u4f9b\u7684\u4e00\u7ec4\u72ec\u7279\u7684\u7eb5\u5411\u4eba\u6d41\u6570\u636e\u6765\u63cf\u8ff0\u4e00\u4e2a\u57ce\u5e02\u7684\u529f\u80fd\u7ec4\u7ec7\uff0cFoursquare\u662f\u4e00\u4e2a\u9886\u5148\u7684\u4f4d\u7f6e\u667a\u80fd\u5e73\u53f0\u3002<\/span>\u9996\u5148\uff0c\u6211\u4eec\u6839\u636e\u76f8\u5bf9\u5e94\u7684\u4eba\u5458\u6d41\u52a8\u7684\u968f\u65f6\u95f4\u7684\u6d3b\u52a8\u5efa\u7acb\u4e86\u4e0d\u540c\u7c7b\u578b\u7684\u591a\u7ef4\u7f51\u7edc\u6a21\u578b\u3002<\/span>\u6211\u4eec\u5206\u522b\u4ece\u4e00\u4f53\u5316\u548c\u9694\u79bb\u5316\u89d2\u5ea6\u91cf\u5316\u4e86\u57ce\u5e02\u533a\u57df\u95f4\u6d41\u52a8\u4ea4\u6362\u7684\u6548\u7387\u3002<\/span> \u7814\u7a76\u7ed3\u679c\u63ed\u793a\u4e86\u610f\u60f3\u4e0d\u5230\u7684\u590d\u6742\u65f6\u7a7a\u683c\u5c40\uff0c\u4f7f\u6211\u4eec\u5bf9\u5168\u740310\u4e2a\u5927\u57ce\u5e02\u7684\u529f\u80fd\u6709\u4e86\u65b0\u7684\u8ba4\u8bc6\u3002<\/span>\u6211\u4eec\u53d1\u73b0\u5927\u57ce\u5e02\u5f80\u5f80\u662f\u66f4\u591a\u7684\u9694\u79bb\u548c\u66f4\u5c11\u7684\u96c6\u6210,\u548c\u4eba\u7c7b\u6d41\u52a8\u5728\u4e00\u5929\u7684\u4e0d\u540c\u65f6\u95f4\u6216\u4e0d\u540c\u7c7b\u578b\u7684\u6d3b\u52a8\u4e4b\u95f4\uff0c\u5728\u96c6\u6210\u548c\u9694\u79bb\u65b9\u9762\uff0c\u8bc6\u522b\u201c\u57ce\u5e02\u4e2d\u7684\u57ce\u5e02\u201d\u663e\u793a\u4e86\u6e05\u6670\u7684\u4e0d\u540c\u529f\u80fd\u6027\u3002<\/span>\u6211\u4eec\u7684\u5206\u6790\u63d0\u4f9b\u5173\u4e8e\u4eba\u7c7b\u884c\u4e3a\u5982\u4f55\u5f71\u54cd\u548c\u53d7\u57ce\u5e02\u73af\u5883\u5f71\u54cd\u7684\u65b0\u89c1\u89e3\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u6709\u8da3\u7684\u526f\u4ea7\u54c1\uff0c\u6765\u63cf\u8ff0\u4e0d\u540c\u90fd\u5e02\u5730\u533a\u3001\u56fd\u5bb6\u548c\u6587\u5316\u7684\u529f\u80fd(dis)\u76f8\u4f3c\u6027\u3002<\/span><\/section>\n
      <\/span><\/section>\n

      \n

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

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

      8. \u5e26\u6709\u6570\u5b57\u6570\u636e\u7279\u5f81\u7684\u79fb\u6c11\u6d41\u52a8<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
      <\/span> Migrant mobility flows characterized with digital data<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02540<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Mattia Mazzoli, Boris Diechtiareff, Antonia Tugores, Willian Wives, Natalia Adler, Pere Colet, Jose J. Ramasco<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u76d1\u6d4b\u79fb\u5f99\u6d41\u52a8\u5bf9\u4e8e\u5e94\u5bf9\u4eba\u9053\u4e3b\u4e49\u5371\u673a\u548c\u5236\u5b9a\u6709\u6548\u653f\u7b56\u81f3\u5173\u91cd\u8981\u3002<\/span>\u8fd9\u4e9b\u4fe1\u606f\u901a\u5e38\u6765\u81ea\u8c03\u67e5\u548c\u8fb9\u5883\u63a7\u5236\uff0c\u4f46\u53ca\u65f6\u7684\u53ef\u8bbf\u95ee\u6027\u548c\u5173\u6ce8\u7684\u65b9\u6cd5\u95ee\u9898\u964d\u4f4e\u4e86\u5176\u6709\u7528\u6027\u3002<\/span>\u8fd9\u91cc\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u4f7f\u7528\u5730\u7406\u5b9a\u4f4d\u7684Twitter\u6570\u636e\u68c0\u6d4b\u5168\u7403\u8fc1\u79fb\u6d41\u91cf\u7684\u65b9\u6cd5\u3002<\/span>\u6211\u4eec\u5173\u6ce8\u59d4\u5185\u745e\u62c9\u7684\u79fb\u6c11\u5371\u673a\uff0c\u5e76\u8868\u660e\u8ba1\u7b97\u7684\u6d41\u91cf\u4e0e\u56fd\u5bb6\u7ea7\u7684\u5b98\u65b9\u7edf\u8ba1\u6570\u636e\u4e00\u81f4\u3002<\/span>\u6211\u4eec\u7684\u65b9\u6cd5\u662f\u591a\u529f\u80fd\u548c\u6df1\u8fdc\u7684\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u7814\u7a76\u4e0d\u540c\u7684\u8fc1\u79fb\u7279\u5f81\uff0c\u4f5c\u4e3a\u9996\u9009\u8def\u7ebf\uff0c\u5b9a\u5c45\u533a\u57df\uff0c\u8de8\u51e0\u4e2a\u56fd\u5bb6\u7684\u6d41\u52a8\u6027\uff0c\u57ce\u5e02\u7684\u7a7a\u95f4\u6574\u5408\u7b49\u3002<\/span>\u5b83\u63d0\u4f9b\u66f4\u597d\u7684\u5730\u7406\u548c\u65f6\u95f4\u5206\u8fa8\u65b9\u6cd5\uff0c\u5141\u8bb8\u63a2\u7d22\u5b98\u65b9\u8bb0\u5f55\u4e2d\u672a\u8003\u8651\u7684\u95ee\u9898\u3002<\/span>\u6211\u4eec\u5e0c\u671b\u8fd9\u4e9b\u65b0\u7684\u4fe1\u606f\u6765\u6e90\u53ef\u4ee5\u8865\u5145\u5b98\u65b9\u4fe1\u606f\uff0c\u5e2e\u52a9\u5f53\u5c40\u548c\u4eba\u9053\u4e3b\u4e49\u7ec4\u7ec7\u66f4\u597d\u5730\u8bc4\u4f30\u4f55\u65f6\u4f55\u5730\u8fdb\u884c\u5b9e\u5730\u5e72\u9884\u3002<\/span><\/section>\n
      <\/span><\/section>\n
      <\/span><\/section>\n

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

      9. \u63a8\u6587\u544a\u8bc9\u6211\u4eec\uff1a\u4f7f\u7528\u6df7\u5408<\/strong><\/span><\/p>\n

      \u957f\u77ed\u671f\u8bb0\u5fc6\u6a21\u578b\u8fdb\u884c\u6d3b\u52a8\u8bc6\u522b<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/span><\/span><\/section>\n
      Tweets Can Tell: Activity Recognition using Hybrid Long Short-Term Memory Model<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02551<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Renhao Cui, Gagan Agrawal, Rajiv Ramnath<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u6280\u672f\u6765\u68c0\u6d4b\u4e00\u4e2a\u4eba\u5728twitter\u4e0a\u8fdb\u884c\u7684\u201c\u79bb\u7ebf\u201d\u6d3b\u52a8(\u5982\u5403\u996d\u3001\u8d2d\u7269\u6216\u5a31\u4e50)\uff0c\u4ece\u800c\u521b\u5efa\u4e00\u4e2a\u52a8\u6001\u7684\u7528\u6237\u6863\u6848\uff0c\u7528\u4e8e\u66f4\u597d\u5730\u5b9a\u4f4d\u5e7f\u544a\u7b49\u3002<\/span>\u4e3a\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u7528\u4e8e\u52a0\u5f3a\u4e0a\u4e0b\u6587\u5b66\u4e60\u7684\u6df7\u5408LSTM\u6a21\u578b\uff0c\u5e76\u7814\u7a76\u4e86\u4e0d\u540c\u4e0a\u4e0b\u6587\u7279\u5f81\u7684\u591a\u79cd\u57fa\u4e8eLSTM\u65b9\u6cd5\u7684\u5e94\u7528\u548c\u7ed3\u5408\u7684\u6548\u679c\u3002<\/span>\u6df7\u5408\u6a21\u578b\u88ab\u8bc1\u660e\u4f18\u4e8e\u4e00\u7ec4\u57fa\u7ebf\u548c\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\u3002<\/span>\u6211\u4eec\u7684\u6a21\u578b\u4e3a\u51e0\u4e2a\u77e5\u540d\u8d26\u53f7\u7684\u5173\u6ce8\u8005\u751f\u6210\u4e86\u4e00\u4e2a\u7ebf\u4e0b\u6d3b\u52a8\u5206\u6790\uff0c\u5f88\u597d\u5730\u4ee3\u8868\u4e86\u8fd9\u4e9b\u8d26\u53f7\u7684\u9884\u671f\u7279\u5f81\u3002<\/span>\u6700\u540e\uff0c\u7ed9\u51fa\u4e00\u79cd\u5e94\u7528\u4e8e\u5b9e\u4f8b\u7684\u6b63\u4ea4\u9a8c\u8bc1\u65b9\u6cd5\u3002<\/span>\u6211\u4eec\u7684\u6a21\u578b\u4e3a\u51e0\u4e2a\u77e5\u540d\u8d26\u53f7\u7684\u5173\u6ce8\u8005\u751f\u6210\u4e86\u4e00\u4e2a\u7ebf\u4e0b\u6d3b\u52a8\u5206\u6790\uff0c\u5f88\u597d\u5730\u4ee3\u8868\u4e86\u8fd9\u4e9b\u8d26\u53f7\u7684\u9884\u671f\u7279\u5f81\u3002<\/span><\/section>\n

      \n

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

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

      10. \u57fa\u4e8e\u5d4c\u5165\u7684\u793e\u533a\u8f6e\u5ed3\u68c0\u6d4b<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Embedding-based Silhouette Community Detection<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02556<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/span><\/section>\n
      Bla\u017e \u0160krlj, Jan Kralj, Nada Lavra\u010d<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u5728\u8bb8\u591a\u79d1\u5b66\u5b66\u79d1\u4e2d\uff0c\u4eba\u4eec\u5bf9\u4ee5\u7f51\u7edc\u5f62\u5f0f\u6536\u96c6\u590d\u6742\u6570\u636e\u7684\u5174\u8da3\u8d8a\u6765\u8d8a\u5927\u3002<\/span>\u7f51\u7edc\u793e\u533a\u5bf9\u5e94\u4e8e\u5bc6\u96c6\u8fde\u63a5\u7684\u5b50\u7f51\uff0c\u5e76\u901a\u5e38\u4ee3\u8868\u73b0\u5b9e\u4e16\u754c\u7cfb\u7edf\u7684\u5173\u952e\u529f\u80fd\u90e8\u5206\u3002<\/span>\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u793e\u533a\u68c0\u6d4b(SCD)\u65b9\u6cd5\uff0c\u57fa\u4e8e \u5d4c\u5165\u5411\u91cf\u7f51\u7edc\u8282\u70b9\u7684\u805a\u7c7b\uff0c\u5373\u4ece\u90bb\u5c45\u4e2d\u63d0\u53d6\u8282\u70b9\u7684\u5b9e\u503c\u8868\u793a\u65b9\u6cd5\u3002<\/span>\u6211\u4eec\u8c03\u67e5\u4e86\u6240\u63d0\u51fa\u7684SCD\u65b9\u6cd5\u5728234\u4e2a\u5408\u6210\u7f51\u7edc\u7684\u7279\u6027 \uff0c\u548c\u6709\u5b9e\u9645\u751f\u547d\u793e\u4f1a\u7f51\u7edc\u4e00\u6837\u3002<\/span>\u5c3d\u7ba1SCD\u4e0d\u57fa\u4e8e\u4efb\u4f55\u5f62\u5f0f\u7684\u6a21\u5757\u4f18\u5316\uff0c\u4f46\u5b83\u7684\u6027\u80fd\u4e0e\u6700\u5148\u8fdb\u7684\u793e\u533a\u68c0\u6d4b\u7b97\u6cd5(\u5982InfoMap\u548cLouvain\u7b97\u6cd5)\u76f8\u5f53\uff0c\u751a\u81f3\u66f4\u597d\u3002<\/span>\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u6f14\u793a\u4e86\u5982\u4f55\u5c06SCD\u7684\u8f93\u51fa\u4e0e\u9886\u57df\u672c\u4f53\u4e00\u8d77\u7528\u4e8e\u8bed\u4e49\u5b50\u7ec4\u793e\u533a\u53d1\u73b0\uff0c\u4ece\u800c\u5bf9\u5728 \u68c0\u6d4b\u5230\u7684\u771f\u5b9e\u751f\u547d\u7684\u86cb\u767d\u8d28\u4ea4\u4e92\u7f51\u7edc\u4e2d\u7684\u793e\u533a\u8fdb\u884c\u4eba\u7c7b\u53ef\u7406\u89e3\u7684\u89e3\u91ca\u3002<\/span>SCD\u57fa\u4e8e\u5d4c\u5165\u5f0f\uff0c\u5e94\u7528\u5e7f\u6cdb\uff0c\u5e76\u80fd\u5f00\u7bb1\u5373\u7528\u7684\u6d4b\u8bd5\uff0c\u53ef\u4ee5\u4f5c\u4e3a\u73b0\u6709\u7684\u7f51\u7edc\u5b66\u4e60\u548c\u7ba1\u7ebf\u63a2\u7d22\u7684\u4e00\u90e8\u5206\u3002<\/span><\/section>\n

      \n

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

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

      11. \u4e0b\u4e00\u4ee3\u9ad8\u5206\u8fa8\u7387\u5bf9\u4e8e\u5a92\u4ecb<\/strong><\/span><\/p>\n

      \u4f20\u64ad\u7684\u75be\u75c5\u98ce\u9669\u7684\u8bc4\u4f30<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Next-Generation High-Resolution Vector-Borne Disease Risk Assessment<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02558<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/span><\/section>\n
      Meysam Ghaffari, Ashok Srinivasan, Anuj Mubayi, Xiuwen Liu, Krishnan Viswanathan<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u5a92\u4ecb\u4f20\u64ad\u75be\u75c5\u6bcf\u5e74\u9020\u6210100\u591a\u4e07\u4eba\u6b7b\u4ea1\u3002<\/span>\u73b0\u5728\u9ad8\u7a7a\u95f4\u5206\u8fa8\u7387\u4e0b\u5bf9\u6d41\u884c\u75c5\u98ce\u9669\u4f30\u8ba1\u4f7f\u6709\u6548\u7684\u516c\u5171\u536b\u751f\u5e72\u9884\u6210\u4e3a\u53ef\u80fd\u3002<\/span>\u6211\u4eec\u7684\u76ee\u6807\u662f\u5728\u793e\u533a\u7684\u95f4\u9694\u5c3a\u5ea6\u4e0a\u786e\u5b9a\u5c06\u6b64\u7c7b\u75be\u75c5\u8f93\u5165\u8106\u5f31\u57ce\u5e02\u7684\u98ce\u9669\u3002<\/span>\u4f20\u7edf\u7684\u6a21\u578b\u65e0\u6cd5\u5b9e\u73b0\u8fd9\u79cd\u7a7a\u95f4\u5206\u8fa8\u7387\uff0c\u5c24\u5176\u662f\u5728\u5b9e\u65f6\u6027\u65b9\u9762\u3002<\/span>\u6b64\u5916\uff0c\u4ed6\u4eec\u7f3a\u4e4f\u5173\u4e8e\u4eba\u53e3\u4e0d\u540c\u6765\u6e90\u7684\u5b9e\u65f6\u6570\u636e\uff0c\u8fd9\u5bf9\u4e8e\u51c6\u786e\u7684\u98ce\u9669\u4f30\u8ba1\u81f3\u5173\u91cd\u8981\u3002<\/span>Twitter\u7b49\u793e\u4ea4\u5a92\u4f53\u6709\u671b\u63d0\u4f9b\u5b9e\u65f6\u63a8\u65ad\u4eba\u53e3\u548c\u7a7a\u95f4\u4fe1\u606f\u7684\u6570\u636e\u3002<\/span>\u53e6\u4e00\u65b9\u9762\uff0c\u6b64\u7c7b\u6570\u636e\u53ef\u80fd\u662f\u5608\u6742\u548c\u4e0d\u51c6\u786e\u7684\u3002<\/span>\u6211\u4eec\u4f7f\u7528\u65b0\u65b9\u6cd5\u624b\u6bb5\u5229\u7528Twitter\u6570\u636e\uff0c\u4f7f\u7528\u591a\u7a7a\u95f4\u5c3a\u5ea6\u7684\u673a\u5668\u5b66\u4e60\u6280\u672f\u6765\u514b\u670d\u5176\u5c40\u9650\u6027\uff0c\u4ee5\u671f\u671b\u5206\u8fa8\u7387\u8f93\u51fa\u7ed3\u679c\u3002<\/span>2016\u5e74\uff0c\u6211\u4eec\u5728\u4f5b\u7f57\u91cc\u8fbe\u5dde\u9a8c\u8bc1\u4e86\u5bf9\u6297\u5be8\u5361\u75c5\u6bd2\u7206\u53d1\u7684\u65b9\u6cd5\u3002<\/span>\u6211\u4eec\u7684\u4e3b\u8981\u8d21\u732e\u5728\u4e8e\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u65b9\u6cd5\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u4f7f\u7528\u793e\u4ea4\u5a92\u4f53\u6570\u636e\uff0c\u4ee5\u8db3\u591f\u7cbe\u786e\u7684\u7a7a\u95f4\u5206\u8fa8\u7387\u6765\u8bc6\u522b\u5a92\u4ecb\u8f93\u5165\u4f20\u64ad\u75be\u75c5\u7684\u98ce\u9669\uff0c\u4ece\u800c\u5141\u8bb8\u8fdb\u884c\u6709\u6548\u5e72\u9884\u3002<\/span>\u8fd9\u5c06\u5bfc\u81f4\u65b0\u4e00\u4ee3\u7684\u6d41\u884c\u98ce\u9669\u8bc4\u4f30\u6a21\u578b\uff0c\u627f\u8bfa\u901a\u8fc7\u8bc6\u522b\u7279\u5b9a\u7684\u5730\u70b9\u8fdb\u884c\u6709\u9488\u5bf9\u6027\u7684\u75be\u75c5\u5e72\u9884\u6765\u6539\u53d8\u516c\u5171\u536b\u751f\u3002<\/span><\/section>\n

      \n

      <\/section>\n

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

      12. \u7528\u4e8e\u5927\u89c4\u6a21\u793e\u4f1a\u63a8\u8350<\/strong><\/span><\/p>\n

      \u7684\u4e09\u65b9\u5f02\u6784\u56fe\u56fe\u4f20\u64ad<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/strong><\/section>\n
      <\/span> http:\/\/arxiv.org\/abs\/1908.02569<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Kyung-Min Kim, Donghyun Kwak, Hanock Kwak, Young-Jin Park, Sangkwon Sim, Jae-Han Cho, Minkyu Kim, Jihun Kwon, Nako Sung, Jung-Woo Ha<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/span> <\/strong>\u56fe\u795e\u7ecf\u7f51\u7edc(GNNs)\u662f\u4e00\u79cd\u5f88\u6709\u524d\u9014\u7684\u5173\u7cfb\u8868\u8fbe\u65b9\u6cd5\uff0c\u5305\u62ec\u5176\u4e2d\u7684\u63a8\u8350\u7cfb\u7edf\u3002<\/span>\u7136\u800c\uff0c\u793e\u4ea4\u56fe\u7684\u5404\u79cd\u6311\u6218\u6027\u95ee\u9898\u963b\u788d\u4e86GNNs\u5728\u793e\u4ea4\u63a8\u8350\u4e2d\u7684\u5b9e\u9645\u5e94\u7528\uff0c\u5982\u5176\u590d\u6742\u7684\u566a\u58f0\u8fde\u63a5\u548c\u9ad8\u5f02\u8d28\u6027<\/span>\u3002<\/span>GNN\u7684\u8fc7\u5ea6\u5e73\u6ed1\u4e5f\u662f\u57fa\u4e8eGNN\u7684\u793e\u4f1a\u63a8\u8350\u7684\u4e00\u4e2a\u969c\u788d\u3002<\/span>\u9488\u5bf9\u8fd9\u4e9b\u95ee\u9898\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u56fe\u8c61\u5d4c\u5165\u65b9\u6cd5\u2014\u591a\u76f8\u5f02\u6784\u56fe\u4f20\u64ad(HGP)\u3002<\/span>HGP\u4f7f\u7528\u7ec4-\u7528\u6237-\u9879\u76ee\u4e09\u5206\u56fe\u4f5c\u4e3a\u8f93\u5165\uff0c\u51cf\u5c11\u4e86\u793e\u4ea4\u56fe\u4e2d\u7684\u8fb9\u6570\u548c\u8def\u5f84\u590d\u6742\u5ea6\u3002<\/span>\u4e3a\u4e86\u89e3\u51b3\u8fc7\u5ea6\u5e73\u6ed1\u95ee\u9898\uff0cHGP\u5c06\u8282\u70b9\u5d4c\u5165\u5230\u57fa\u4e8e\u4e2a\u6027\u5316\u7f51\u9875\u7b49\u7ea7\u7684\u4f20\u64ad\u65b9\u6848\u4e2d\uff0c\u5206\u522b\u7528\u4e8e\u7ec4-\u7528\u6237\u56fe\u4ee5\u53ca\u7528\u6237-\u9879\u56fe\u3002<\/span>\u6bcf\u4e2a\u56fe\u4e2d\u7684\u8282\u70b9\u5d4c\u5165\u4f7f\u7528\u6ce8\u610f\u529b\u5206\u914d\u673a\u7406\u6765\u96c6\u6210\u3002<\/span>\u6211\u4eec\u5728\u4e00\u4e2a\u5305\u542b1,645,279\u4e2a\u8282\u70b9\u548c4,711,208\u6761\u8fb9\u7684\u5927\u578b\u771f\u5b9e\u6570\u636e\u96c6\u4e0a\u8bc4\u4f30\u6211\u4eec\u7684HGP\u3002<\/span>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u5728AUC\u548cF1-score\u5206\u6570\u6307\u6807\u4e0a\uff0cHGP\u4f18\u4e8e\u591a\u4e2a\u57fa\u7ebf\u3002<\/span><\/section>\n<\/p>\n
      <\/span><\/section>\n

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

      13. \u57fa\u4e8e\u533a\u57df\u98ce\u9669\u4e0e<\/strong><\/span><\/p>\n

      \u8fd0\u52a8\u6a21\u5f0f\u7684\u72af\u7f6a\u7387\u9884\u6d4b<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
      <\/span> Crime Rate Prediction with Region Risk and Movement Patterns<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02570<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/strong><\/section>\n
      <\/span> Shakila Khan Rumi, Phillip Luong, Flora D. Salim<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> <\/span>\u57fa\u4e8e\u4f4d\u7f6e\u7684\u793e\u4ea4\u7f51\u7edcFourSquare\u5e2e\u52a9\u6211\u4eec\u4e86\u89e3\u4e00\u4e2a\u57ce\u5e02\u7684\u5927\u89c4\u6a21\u4eba\u53e3\u6d41\u52a8\u3002<\/span><\/span>\u5b83\u63d0\u4f9b\u4e86\u4ee5\u63cf\u8ff0\u8de8\u5730\u533a\u548c\u5174\u8da3\u5730\u70b9(POIs)\u7684\u79fb\u52a8\u5bb9\u91cf\u7684\u6570\u636e\uff0c\u6765\u63a2\u7d22\u57ce\u5e02\u7684\u72af\u7f6a\u52a8\u6001\u3002<\/span><\/span>\u4e3a\u4e86\u5c06\u4eba\u7c7b\u6d3b\u52a8\u5145\u5206\u5229\u7528\u5230\u72af\u7f6a\u5206\u6790\u4e2d\uff0c\u6211\u4eec\u63d0<\/span>\u51fa\u4e86\u4e00\u4e2a\u533a\u57df\u98ce\u9669\u56e0\u5b50\uff0c\u8be5\u56e0\u5b50\u5c06\u6bcf\u6708\u7684\u603b\u72af\u7f6a\u91cf\u548c\u4e00\u4e2a\u5730\u533a\u7684\u4e0d\u540c\u65f6\u95f4\u95f4\u9694\u7684\u4eba\u7c7b\u6d3b\u52a8\u7ed3\u5408\u8d77\u6765\u3002<\/span>\u7136\u540e\uff0c\u6211\u4eec\u4f7f\u7528\u533a\u57df\u98ce\u9669\u56e0\u5b50\u63a8\u5bfc\u51fa\u4e86\u4e00\u4e9b\u7279\u5f81\uff0c\u5e76\u5728\u591a\u4e2a\u57ce\u5e02\u5bf9\u771f\u5b9e\u4e16\u754c\u6570\u636e\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u5b9e\u9a8c\uff0c\u9a8c\u8bc1\u4e86\u8fd9\u4e9b\u7279\u5f81\u7684\u6709\u6548\u6027\u3002<\/span><\/span><\/section>\n
      <\/section>\n
      <\/section>\n

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

      14. \u901a\u8fc7\u77e5\u8bc6\u56fe\u8c31\u5d4c\u5165\u548cTwitter<\/strong><\/span><\/p>\n

      \u5c06\u533b\u751f\u4e0e\u533b\u5b66\u7814\u7a76\u7ed3\u679c\u8054\u7cfb\u8d77\u6765<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
      <\/span> Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02571<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Afshin Sadeghi, Jens Lehmann<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u544a\u77e5\u4e13\u4e1a\u4eba\u5458\u4ed6\u4eec\u6240\u5728\u9886\u57df\u7684\u6700\u65b0\u7814\u7a76\u6210\u679c\u662f\u533b\u7597\u4fdd\u5065\u9886\u57df\u7684\u4e00\u9879\u975e\u5e38\u91cd\u8981\u7684\u4efb\u52a1\uff0c\u56e0\u4e3a\u8be5\u9886\u57df\u7684\u4efb\u4f55\u53d1\u5c55\u90fd\u76f4\u63a5\u6539\u5584\u4e86\u60a3\u8005\u7684\u5065\u5eb7\u72b6\u51b5\u3002<\/span>\u540c\u65f6\uff0c\u793e\u4ea4\u5a92\u4f53\u662f\u5141\u8bb8\u516c\u5171\u5373\u65f6\u5171\u4eab\u4fe1\u606f\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u56e0\u6b64\u5b83\u6700\u8fd1\u5728\u533b\u5b66\u5e94\u7528\u4e2d\u53d8\u5f97\u6d41\u884c\u3002<\/span>\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u5e94\u7528\u591a\u8ddd\u79bb\u77e5\u8bc6\u56fe\u578b\u5d4c\u5165\u6280\u672f\uff08MDE\uff09\u5c06\u5185\u79d1\u533b\u751f\u548c\u5916\u79d1\u533b\u751f\u4e0e\u6700\u65b0\u7684\u533b\u5b66\u7a81\u7834\u8054\u7cfb\u8d77\u6765\uff0c\u8fd9\u4e9b\u7a81\u7834\u5c06\u5728Twitter\u4e0a\u4f5c\u4e3a\u7814\u7a76\u7ed3\u679c\u5171\u4eab\u3002<\/span>\u6211\u4eec\u7684\u7814\u7a76\u8868\u660e\u4f7f\u7528\u8fd9\u79cd\u65b9\u6cd5\uff0c\u533b\u751f\u53ef\u4ee5\u4e86\u89e3\u4ed6\u4eec\u6240\u5728\u9886\u57df\u7684\u65b0\u53d1\u73b0\uff0c\u901a\u8fc7\u533b\u751f\u4e13\u7528\u7684\u804c\u4e1a\u8d26\u6237\u3002<\/span><\/section>\n
      <\/section>\n

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

      15. \u591a\u8def\u56fe\u5339\u914d\u7684\u8fc7\u6ee4\u5668<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Multiplex graph matching matched filters<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02572<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/span><\/section>\n
      Konstantinos Pantazis, Daniel L. Sussman, Youngser Park, Carey E. Priebe, Vince Lyzinski<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/span><\/span><\/strong>\u6211\u4eec\u8003\u8651\u5728\u5927\u7684\u591a\u8def\u590d\u7528\u80cc\u666f\u7f51\u7edc\u4e2d\u68c0\u6d4b\u566a\u58f0\u591a\u8def\u6a21\u677f\u7f51\u7edc\u7684\u5f15\u8d77\u7684\u566a\u58f0\u95ee\u9898\u3002<\/span>\u6211\u4eec\u7684\u65b9\u6cd5\u6269\u5c55\u4e86Sussman\u7b49\u4eba\u7684\u6846\u67b6\uff082019\uff09\u5230\u591a\u8def\u590d\u7528\u8bbe\u7f6e\uff0c\u5229\u7528\u7ecf\u5178\u56fe\u5339\u914d\u95ee\u9898\u7684\u591a\u8def\u590d\u7528\u6a21\u62df\u5c06\u6a21\u677f\u7528\u4f5c\u5339\u914d\u6ee4\u6ce2\u5668\uff0c\u4ee5\u6709\u6548\u5730\u641c\u7d22\u5019\u9009\u6a21\u677f\u5339\u914d\u7684\u80cc\u666f\u3002<\/span>\u4ece\u7406\u8bba\u4e0a\u548c\u7ecf\u9a8c\u4e0a\u8bc1\u660e\u4e86\u6211\u4eec\u65b9\u6cd5\u7684\u6709\u6548\u6027\uff0c\u7279\u522b\u6ce8\u610f\u8003\u8651\u591a\u4e2a\u6e20\u9053\u7684\u6f5c\u5728\u597d\u5904\u3002<\/span><\/span><\/section>\n
      <\/section>\n
      <\/span><\/section>\n

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

      16. \u901a\u8fc7Bregman<\/strong><\/span><\/p>\n

      \u6563\u5ea6\u7684\u8d85\u94fe\u63a5\u56de\u5f52<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Hyperlink Regression via Bregman Divergence<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02573<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Akifumi Okuno, Hidetoshi Shimodaira<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> U ( in mathbb N\uff09\u6570\u636e\u5411\u91cf\u7684\u96c6\u5408\u79f0\u4e3a U -tuple\uff0c\u5143\u7ec4\u5411\u91cf\u4e4b\u95f4\u7684\u5173\u8054\u5f3a\u5ea6\u79f0\u4e3a\u8d85\u94fe\u63a5\u6743\u91cd\uff0c\u5047\u8bbe\u4e3a\u5173\u4e8e\u7d22\u5f15\u4e2d\u6761\u76ee\u7684\u6392\u5217\u5bf9\u79f0\u3002<\/span>\u6211\u4eec\u5728\u6b64\u63d0\u51faBregman\u8d85\u94fe\u63a5\u56de\u5f52\uff08BHLR\uff09\uff0c\u5b83\u5b66\u4e60\u7528\u6237\u6307\u5b9a\u7684\u5bf9\u79f0\u76f8\u4f3c\u6027\u51fd\u6570\uff0c\u4ee5\u4fbf\u4ece\u5b58\u50a8\u5728 U-tuple\u4e2d\u7684\u6570\u636e\u5411\u91cf\u9884\u6d4b\u5143\u7ec4\u7684\u8d85\u94fe\u63a5\u6743\u91cd\u3002<\/span>\u8bf8\u5982\u795e\u7ecf\u7f51\u7edc\u7684\u975e\u7ebf\u6027\u51fd\u6570\u53ef\u4ee5\u7528\u4e8e\u76f8\u4f3c\u6027\u51fd\u6570\u3002<\/span> BHLR\u57fa\u4e8eBregman\u6563\u5ea6\uff08BD\uff09\uff0c\u5305\u62ec\u5404\u79cd\u73b0\u6709\u65b9\u6cd5\uff0c\u5982\u903b\u8f91\u56de\u5f52\uff08 U = 1 \uff09\uff0c\u6cca\u677e\u56de\u5f52\uff08 U = 1 \uff09\uff0c\u56fe\u5d4c\u5165\uff08 U = 2 \uff09\uff0c\u77e9\u9635\u5206\u89e3\uff08U = 2 \uff09\uff0c\u5f20\u91cf\u56e0\u5b50\u5206\u89e3\uff08U\u22652 \uff09\uff0c\u4ee5\u53ca\u914d\u5907\u4efb\u610fBD\u7684\u53d8\u4f53\u3002<\/span>\u6211\u4eec\u8bc1\u660e\uff0c\u65e0\u8bba\u9009\u62e9BD\u6216\u662f U\u2208N \uff0c\u5efa\u8bae\u7684BHLR\u901a\u5e38\u5bf9\uff08P-1\uff09\u5206\u5e03\u9519\u8bef\u8bbe\u5b9a\u5177\u6709\u9c81\u68d2\u6027\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u6e10\u8fd1\u5730\u6062\u590d\u4e86\u7ed9\u5b9a\u6570\u636e\u5411\u91cf\u7684\u8d85\u94fe\u63a5\u6743\u91cd\u7684\u9690\u85cf\u771f\u5b9e\u6761\u4ef6\u671f\u671b\uff0c\u800c\u4e0d\u7ba1\u5176\u6761\u4ef6\u5206\u5e03\u5982\u4f55\uff0c\u5e76\u4e14\uff08P-2\uff09\u5728\u8ba1\u7b97\u4e0a\u6613\u4e8e\u5904\u7406\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u662f\u901a\u8fc7\u968f\u673a\u4f18\u5316\u7b97\u6cd5\u4f7f\u7528\u65b0\u7684\u5e7f\u4e49\u5c0f\u6279\u91cf\u91c7\u6837\u7a0b\u5e8f\u6765\u5bf9\u8d85\u94fe\u63a5\u6570\u636e\u8fdb\u884c\u6709\u6548\u8ba1\u7b97\u3002<\/span> \u6b64\u5916\uff0c\u8fd8\u63d0\u51fa\u4e86\u4f18\u5316\u7684\u7406\u8bba\u4fdd\u8bc1\uff0c\u800c\u6570\u503c\u5b9e\u9a8c\u8bc1\u660e\u4e86\u6240\u63d0\u51fa\u7684BHLR\u7684\u671f\u671b\u6027\u80fd\u3002<\/span><\/section>\n

      \n

      <\/section>\n

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

      17. \u53e6\u4e00\u79cd\u9009\u62e9\u7684\u533a\u5757\u5efa\u6a21<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
      <\/span> Alternative Blockmodelling<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/strong><\/section>\n
      <\/span> http:\/\/arxiv.org\/abs\/1908.02575<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/span><\/section>\n
      Oscar Correa, Jeffrey Chan, Vinh Nguyen<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u6211\u4eec\u5df2\u7ecf\u63d0\u51fa\u4e86\u8bb8\u591a\u65b9\u6cd5\u6765\u53d1\u73b0\u7f51\u7edc\u5185\u7684\u96c6\u7fa4\u3002<\/span>\u793e\u533a\u53d1\u73b0\u5b57\u6bb5\u5305\u62ec\u5c1d\u8bd5\u53d1\u73b0\u96c6\u7fa4\u7684\u65b9\u6cd5\uff0c\u5176\u4e2d\u8282\u70b9\u5728\u4e4b\u95f4\u7d27\u5bc6\u76f8\u5173\u4f46\u4e0e\u5176\u4ed6\u96c6\u7fa4\u7684\u8282\u70b9\u677e\u6563\u76f8\u5173\u3002<\/span>\u4f46\u662f\u793e\u533a\u7f51\u7edc\u914d\u7f6e\u4e0d\u662f\u56fe\u4e2d\u552f\u4e00\u53ef\u80fd\u7684\u6f5c\u5728\u7ed3\u6784\u3002<\/span>\u6838\u5fc3\u5916\u56f4\u548c\u5206\u5c42\u7f51\u7edc\u914d\u7f6e\u4e5f\u662f\u5728\u5173\u7cfb\u6570\u636e\u96c6\u4e2d\u53d1\u73b0\u7684\u6709\u6548\u7ed3\u6784\u3002<\/span>\u53e6\u4e00\u65b9\u9762\uff0c\u6211\u4eec\u4e0d\u80fd\u4ec5\u901a\u8fc7\u77e5\u9053\u6bcf\u4e2a\u8282\u70b9\u7684\u6210\u5458\u8d44\u683c\u6765\u89e3\u91ca\u7f51\u7edc\u5173\u7cfb\uff0c\u66f4\u9700\u8981\u4e00\u79cd\u9ad8\u7ea7\u89c6\u56fe\u6765\u8868\u5f81\u7fa4\u96c6\u95f4\u5173\u7cfb\u3002<\/span>\u6211\u4eec\u5229\u7528\u5757\u6a21\u578b\u6280\u672f\u5904\u7406\u8fd9\u4e24\u4e2a\u95ee\u9898\u3002<\/span>\u9996\u5148\uff0c\u5757\u6a21\u578b\u5141\u8bb8\u67e5\u627e\u9664\u4e86\u4f17\u6240\u5468\u77e5\u7684\u793e\u533a\u7ed3\u6784\u4e4b\u5916\u7684\u4efb\u4f55\u7f51\u7edc\u914d\u7f6e\u3002<\/span>\u5176\u6b21\uff0c\u5757\u6a21\u578b\u662f\u7f51\u7edc\u7684\u6982\u8981\u8868\u793a\uff0c\u5b83\u4e0d\u4ec5\u6d89\u53ca\u8282\u70b9\u7684\u6210\u5458\u8d44\u683c\u800c\u4e14\u8fd8\u6d89\u53ca\u96c6\u7fa4\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/span>\u6700\u540e\uff0c\u7f51\u7edc\u7528\u552f\u4e00\u6458\u8981\u8868\u793a\u662f\u4e0d\u592a\u53ef\u80fd\u5b9e\u73b0\uff0c\u56e0\u7f51\u7edc\u53ef\u80fd\u9690\u85cf\u591a\u4e2a\u5757\u6a21\u578b\u3002<\/span>\u56e0\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u7684\u95ee\u9898\u76ee\u7684\u5728\u53d1\u73b0\u7f51\u7edc\u7684\u4e8c\u7ea7\u5757\u6a21\u578b\u8868\u793a\uff0c\u5b83\u5177\u6709\u826f\u597d\u8d28\u91cf\u5e76\u4e0e\u7ed9\u5b9a\u5757\u6a21\u578b\u6709\u6240\u4e0d\u540c\u3002<\/span>\u6211\u4eec\u7684\u65b9\u6cd5\u901a\u8fc7\u4e24\u79cd\u65b9\u5f0f\u6765\u5448\u73b0\uff1a<\/span>\uff08a\uff09\u5305\u542b\u65e0\u94fe\u63a5\u7ea6\u675f \uff08b\uff09\u56fe\u50cf\u77e9\u9635\u4e4b\u95f4\u7684\u5dee\u5f02\u6027\u3002<\/span>\u4e24\u79cd\u65b9\u6cd5\u90fd\u57fa\u4e8e\u9002\u5408\u5757\u6a21\u578b\u8868\u793a\u7684\u975e\u8d1f\u77e9\u9635\u56e0\u5b50\u5206\u89e3NMF\u3002<\/span>\u5bf9\u8fd9\u4e24\u79cd\u65b9\u6cd5\u8bc4\u4f30\u5c06\u9488\u5bf9\u53d1\u73b0\u7684\u53ef\u9009\u5757\u6a21\u578b\u7684\u8d28\u91cf\u548c\u56fe\u50cf\u5dee\u5f02\u6027\u4e24\u65b9\u9762\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u88ab\u89c6\u4e3a\u95ee\u9898\u7684\u9700\u6c42\u3002<\/span><\/section>\n
      <\/span><\/section>\n
      <\/span><\/section>\n

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

      18. \u5355\u7eaf\u590d\u5f62\u7684\u9ad8\u9636\u3001\u591a<\/strong><\/span><\/p>\n

      \u7ec4\u5408\u62c9\u666e\u62c9\u65af\u7b97\u5b50\u4ee5\u53ca\u62d3\u6251<\/strong><\/span><\/p>\n

      \u6570\u636e\u5206\u6790\u5728\u590d\u6742\u7f51\u7edc\u4e2d\u7684\u5e94\u7528<\/strong><\/span><\/strong><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Higher order degree in simplicial complexes, multi combinatorial Laplacian and applications of TDA to complex networks<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02583<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Daniel Hern\u00e1ndez Serrano, Dar\u00edo S\u00e1nchez G\u00f3mez<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span>\u793e\u4f1a\u3001\u751f\u7269\u6216\u8ba1\u7b97\u673a\u79d1\u5b66\u4e2d\u7684\u8bb8\u591a\u771f\u5b9e\u7f51\u7edc\u90fd\u5177\u6709\u5355\u7eaf\u590d\u5f62\u7684\u56fa\u6709\u7ed3\u6784\uff0c\u5b83\u53cd\u6620\u4e86agent(\u548cagent\u7ec4)\u4e4b\u95f4\u7684\u591a\u4ea4\u4e92\u4f5c\u7528\uff0c\u6784\u6210\u62d3\u6251\u6570\u636e\u5206\u6790\u7684\u57fa\u7840\u3002<\/span>\u901a\u5e38\u60c5\u51b5\u4e0b,\u7ed9\u5b9a\u56fe\u7f51\u7edc\u4e2d\u4ee3\u7406\u7684\u76f8\u5173\u6027\u6839\u636e\u4e8b\u4ef6\u7684\u8fb9\u7684\u6570\u91cf,\u7a0b\u5ea6,\u548c\u5728\u4e00\u4e2a\u5355\u7eaf\u7684\u7f51\u7edc\u5df2\u7ecf\u5b58\u5728\u7684\u90bb\u63a5\u6982\u5ff5\u548c\u5355\u5f62\u7a0b\u5ea6,\u636e\u6211\u4eec\u6240\u77e5,\u5728\u4e0d\u540c\u7684\u7ef4\u5ea6\u6765\u6bd4\u8f83\u5355\u5f62\u4e0d\u662f\u6709\u6548\u7684\u3002<\/span>\u6211\u4eec\u63d0\u51fa\u4e86\u5355\u7eaf\u7684\u590d\u5408\u4f53\u4e2d\u5355\u4f53\u7684\u9ad8\u6b21\u3001\u4f4e\u9636\u3001\u9ad8\u9636\u548c\u5e7f\u4e49\u90bb\u63a5\u5ea6\u7684\u65b0\u6982\u5ff5\uff0c\u5141\u8bb8\u5b83\u4eec\u4e4b\u95f4\u548c\u5b83\u4eec\u7684\u9762\u4e4b\u95f4\u8fdb\u884c\u4efb\u4f55\u7ef4\u5ea6\u6bd4\u8f83\u3002<\/span>\u6211\u4eec\u7ed9\u51fa\u4e86\u6709\u5411\u5355\u7eaf\u590d\u5f62\u4e2d\u7684\u591a\u53c2\u6570\u8fb9\u754c\u8fd0\u7b97\u548c\u4e0a\u8fb9\u754c\u8fd0\u7b97\uff0c\u5e76\u4e14\u5b9a\u4e49\u4e86\u4e00\u4e2a\u65b0\u7684\u591a\u7ec4\u5408\u62c9\u666e\u62c9\u65af\u7b97\u5b50\u3002<\/span>\u8fd9\u4e9b\u7b97\u5b50\u5bf9\u5df2\u77e5\u7b97\u5b50\u8fdb\u884c\u4e86\u63a8\u5e7f\uff0c\u8bc1\u660e\u662f\u8ba1\u7b97\u9ad8\u9636\u5ea6\u65b9\u7a0b\u7684\u6709\u6548\u5de5\u5177\u3002<\/span>\u56e0\u6b64\uff0c\u8fd9\u4e2a\u6570\u5b66\u6846\u67b6\u4e0d\u4ec5\u53ef\u4ee5\u8ba9\u6211\u4eec\u9610\u660e\u4e00\u4e2a\u4ee3\u7406\u7684\u76f8\u5173\u6027\uff0c\u800c\u4e14\u53ef\u4ee5\u628a\u5b83\u4eec\u4f5c\u4e3a\u4e00\u4e2a\u5355\u7eaf\u7fa4\u4f53\u6765\u7814\u7a76\uff0c\u4ee5\u53ca\u7814\u7a76\u5355\u7eaf\u7fa4\u4f53\u4e2d\u4e4b\u95f4\u7684\u534f\u4f5c\u7a0b\u5ea6\u3002<\/span>\u6b64\u5916\uff0c\u5b83\u4eec\u662f\u6709\u6548\u7684\u548c\u53ef\u7f16\u7a0b\u7684\u8ba1\u7b97\u6280\u672f\uff0c\u5e76\u63d0\u51fa\u4e86\u5355\u7eaf\u7f51\u7edc\u79d1\u5b66\u7684\u4e00\u4e9b\u6f5c\u5728\u5e94\u7528\u3002<\/span><\/section>\n

      \n

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

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

      19. \u8bc6\u522b\u76f8\u5173\u63a8\u6587\u4ee5\u652f\u6301<\/strong><\/span><\/strong><\/p>\n

      \u5b9e\u65f6\u6001\u52bf\u611f\u77e5\u7684\u4ea4\u4e92\u5f0f\u5b66\u4e60<\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Interactive Learning for Identifying Relevant Tweets to Support Real-time Situational Awareness<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02588<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Luke S. Snyder, Yi-Shan Lin, Morteza Karimzadeh, Dan Goldwasser, David S. Ebert<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u5404\u9886\u57df\u7528\u6237\u8d8a\u6765\u8d8a\u591a\u5730\u5229\u7528\u5b9e\u65f6\u793e\u4ea4\u5a92\u4f53\u6570\u636e\u6765\u83b7\u5f97\u5feb\u901f\u52bf\u6001\u611f\u77e5\u3002<\/span>\u7136\u800c\uff0c\u7531\u4e8e\u6570\u636e\u6d2a\u6d41\u4e2d\u7684\u9ad8\u566a\u58f0\uff0c\u6709\u6548\u5730\u786e\u5b9a\u8bed\u4e49\u76f8\u5173\u7684\u4fe1\u606f\u53ef\u80fd\u662f\u56f0\u96be\u7684\uff0c\u800c\u4e14\u968f\u7740\u6bcf\u4e2a\u6700\u7ec8\u7528\u6237\u5bf9\u4e0d\u540c\u4e8b\u4ef6\u7684\u76f8\u5173\u6027\u5b9a\u4e49\u7684\u6539\u53d8\uff0c\u60c5\u51b5\u4f1a\u53d8\u5f97\u66f4\u52a0\u590d\u6742\u3002<\/span>\u73b0\u6709\u7684\u77ed\u6587\u672c\u5173\u8054\u5206\u7c7b\u65b9\u6cd5\u5927\u591a\u672a\u80fd\u5c06\u7528\u6237\u7684\u77e5\u8bc6\u7eb3\u5165\u5206\u7c7b\u8fc7\u7a0b\u3002<\/span>\u5305\u542b\u4ea4\u4e92\u5f0f\u7528\u6237\u53cd\u9988\u7684\u73b0\u6709\u65b9\u6cd5\u4e3b\u8981\u5173\u6ce8\u5386\u53f2\u6570\u636e\u96c6\u3002<\/span>\u56e0\u6b64\uff0c\u5206\u7c7b\u5668\u4e0d\u80fd\u9488\u5bf9\u7279\u5b9a\u4e8b\u4ef6\u6216\u4f9d\u8d56\u4e8e\u7528\u6237\u7684\u9700\u6c42\u8fdb\u884c\u5b9e\u65f6\u4ea4\u4e92\u518d\u57f9\u8bad\u3002<\/span>\u8fd9\u9650\u5236\u4e86\u5b9e\u65f6\u5f62\u52bf\u611f\u77e5\u80fd\u529b\uff0c\u56e0\u4e3a\u6570\u636e\u6d41\u5206\u7c7b\u9519\u8bef\u65e0\u6cd5\u7acb\u5373\u7ea0\u6b63\uff0c\u8fd9\u5c31\u4f7f\u5f97\u91cd\u8981\u7684\u4f20\u5165\u6570\u636e\u6709\u53ef\u80fd\u5206\u7c7b\u9519\u8bef\u3002<\/span>\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u4ea4\u4e92\u5f0f\u5b66\u4e60\u6846\u67b6\u6765\u6539\u8fdb\u5206\u7c7b\u8fc7\u7a0b\uff0c\u5728\u8be5\u6846\u67b6\u4e2d\uff0c\u7528\u6237\u5b9e\u65f6\u8fed\u4ee3\u5730\u4fee\u6b63\u63a8\u6587\u7684\u76f8\u5173\u5ea6\uff0c\u4ece\u800c\u5b9e\u65f6\u8bad\u7ec3\u5206\u7c7b\u6a21\u578b\uff0c\u4ee5\u83b7\u5f97\u5373\u65f6\u7684\u9884\u6d4b\u6539\u8fdb\u3002<\/span>\u6211\u4eec\u8ba1\u7b97\u8bc4\u4f30\u6211\u4eec\u7684\u5206\u7c7b\u6a21\u578b \u9002\u5e94\u5b66\u4e60\u7684\u4e92\u52a8\u7387\u3002<\/span>\u7ed3\u679c\u8868\u660e\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u4f18\u4e8e\u6700\u5148\u8fdb\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002<\/span>\u6b64\u5916\uff0c\u6211\u4eec\u5c06\u6846\u67b6\u4e0e\u6269\u5c55\u7684\u793e\u4ea4\u5a92\u4f53\u5206\u6790\u548c\u62a5\u544a\u5de5\u5177\u5305(SMART) 2.0\u7cfb\u7edf\u96c6\u6210\u5728\u4e00\u8d77\uff0c\u5141\u8bb8\u4e3a\u91cf\u8eab\u5b9a\u5236\u7684\u5b9e\u65f6\u60c5\u666f\u611f\u77e5\u7684\u53ef\u89c6\u5316\u5206\u6790\u7cfb\u7edf\u4e2d\u4f7f\u7528\u6211\u4eec\u7684\u4ea4\u4e92\u5f0f\u5b66\u4e60\u6846\u67b6\u3002<\/span>\u4e3a\u4e86\u8bc1\u660e\u6211\u4eec\u6846\u67b6\u7684\u6709\u6548\u6027\uff0c\u901a\u8fc7\u6269\u5c55SMART 2.0\u7cfb\u7edf\u7684\u7b2c\u4e00\u4f7f\u7528\u8005\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u9886\u57df\u4e13\u5bb6\u7684\u53cd\u9988\u3002<\/span><\/section>\n
      <\/span><\/section>\n

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

      20. \u6b66\u5668\u5316\u7684\u865a\u5047\u4fe1\u606f<\/strong><\/span><\/p>\n

      \u5982\u4f55\u7834\u574f\u57ce\u5e02\u7684\u7535\u7f51<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      How weaponizing disinformation can bring down a city\u2019s power grid<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02589<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Gururaghav Raman, Bedoor AlShebli, Marcin Waniek, Talal Rahwan, Jimmy Chih-Hsien Peng<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span>\u793e\u4f1a\u6280\u672f\u4f7f\u4f20\u64ad\u865a\u5047\u4fe1\u606f\u6210\u4e3a\u53ef\u80fd\uff0c\u5e76\u4ee5\u524d\u6240\u672a\u6709\u7684\u7a0b\u5ea6\u64cd\u7eb5\u5927\u4f17\u3002<\/span>\u4ece\u5b89\u5168\u89d2\u5ea6\u6765\u770b\uff0c\u8fd9\u5c24\u5176\u4ee4\u4eba\u62c5\u5fe7\uff0c\u56e0\u4e3a\u5728\u4fdd\u62a4\u5173\u952e\u57fa\u7840\u8bbe\u65bd(\u5c24\u5176\u662f\u7535\u7f51)\u65f6\uff0c\u4eba\u7c7b\u5df2\u88ab\u8bc1\u660e\u662f\u6700\u8584\u5f31\u7684\u73af\u8282\u3002<\/span>\u5728\u8fd9\u91cc\u6211\u4eec\u5047\u8bbe\u4e00\u6b21\u653b\u51fb\uff0c\u5728\u653b\u51fb\u4e2d\uff0c\u5bf9\u624b\u8bd5\u56fe\u901a\u8fc7\u53d1\u9001\u865a\u5047\u7684\u6298\u6263\u901a\u77e5\u6765\u64cd\u7eb5\u80fd\u6e90\u6d88\u8d39\u8005\u7684\u884c\u4e3a\uff0c\u4ece\u800c\u9f13\u52b1\u4ed6\u4eec\u5c06\u6d88\u8d39\u8f6c\u5411\u9700\u6c42\u9ad8\u5cf0\u671f\u3002<\/span>\u6211\u4eec\u8fdb\u884c\u8c03\u67e5\uff0c\u4ee5\u8bc4\u4f30\u4eba\u4eec\u8ddf\u8fdb\u6b64\u7c7b\u901a\u77e5\u5e76\u5c06\u5176\u8f6c\u53d1\u7ed9\u670b\u53cb\u7684\u503e\u5411\u3002<\/span>\u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u6a21\u62df\u865a\u5047\u4fe1\u606f\u5982\u4f55\u901a\u8fc7\u793e\u4ea4\u7f51\u7edc\u4f20\u64ad\u3002<\/span>\u6700\u540e\uff0c\u4ee5\u5927\u4f26\u6566\u4e3a\u4f8b\uff0c\u6211\u4eec\u8868\u660e\u865a\u5047\u4fe1\u606f\u786e\u5b9e\u53ef\u4ee5\u88ab\u7528\u6765\u7b56\u5212\u4e00\u573a\u653b\u51fb\uff0c\u5728\u8fd9\u573a\u653b\u51fb\u4e2d\uff0c\u4e0d\u77e5\u60c5\u7684\u6d88\u8d39\u8005\u540c\u6b65\u4e86\u4ed6\u4eec\u7684\u80fd\u6e90\u4f7f\u7528\u6a21\u5f0f\uff0c\u5bfc\u81f4\u6574\u4e2a\u57ce\u5e02\u8303\u56f4\u5185\u7684\u505c\u7535\u3002<\/span>\u8fd9\u4e9b\u53d1\u73b0\u8868\u660e\uff0c\u5728\u4e00\u4e2a\u865a\u5047\u4fe1\u606f\u53ef\u4ee5\u88ab\u6b66\u5668\u5316\u7684\u65f6\u4ee3\uff0c\u7cfb\u7edf\u6f0f\u6d1e\u4e0d\u4ec5\u6765\u81ea\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u7684\u786c\u4ef6\u548c\u8f6f\u4ef6\uff0c\u8fd8\u6765\u81ea\u6d88\u8d39\u8005\u7684\u884c\u4e3a\u3002<\/span><\/section>\n
      <\/section>\n

      \n

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

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

      21. \u5faa\u73af\u591a\u8def\u7f51\u7edc\u7684\u5206\u6bb5<\/strong><\/span><\/p>\n

      \u52a8\u6001\uff1a\u8fde\u7eed\u65f6\u95f4\u968f\u673a\u6e38<\/strong><\/span><\/p>\n

      \u8d70\u7684\u6700\u4f73\u8026\u5408\u548c\u8fdc\u7a0b\u5bfc\u822a<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
      <\/span> Fractional dynamics on circulant multiplex networks: optimal coupling and long-range navigation for continuous-time random walks<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02609<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Alfonso Allen-Perkins, Roberto F. S. Andrade<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u8fd9\u9879\u5de5\u4f5c\u5206\u6790\u4e86\u4e24\u5c42\u591a\u8def\u4f20\u8f93\u7684\u5206\u6bb5\u8fde\u7eed\u65f6\u95f4\u968f\u673a\u6e38\u8d70\u3002<\/span>\u4f7f\u7528\u4ee5\u8282\u70b9\u4e3a\u4e2d\u5fc3\u7684\u52a8\u529b\u5b66\uff0c\u5047\u8bbe\u6b65\u884c\u5668\u7684\u6cca\u677e\u5206\u5e03\u53d8\u5f97\u6d3b\u8dc3\uff0c\u800c\u8df3\u5230\u5176\u4e2d\u4e00\u4e2a\u90bb\u5c45\u53d6\u51b3\u4e8e\u8fde\u63a5\u6743\u6570\u3002<\/span>\u5177\u6709\u91cd\u6240\u5468\u77e5\u7684\u62d3\u6251\u7ed3\u6784\u7684\u5408\u6210\u591a\u8def\u5668\u7528\u4e8e\u8bf4\u660e\u901a\u8fc7\u6570\u503c\u6a21\u62df\u83b7\u5f97\u6570\u636e\u7684\u52a8\u6001\u7279\u5f81\uff0c\u6c42\u5f97\u6839\u636e\u6709\u9650\u6570\u91cf\u8282\u70b9\u7684\u5faa\u73af\u5c42\u7ec4\u88c5\u7684\u591a\u8def\u4f20\u8f93\u5668\u7684\u7cbe\u786e\u89e3\u6790\u8868\u8fbe\u5f0f\u3002<\/span>\u7279\u522b\u6ce8\u610f\u5c42\u5916D_x \u548c\u5c42\u5185 D_i \u7cfb\u6570\u5bf9\u7cfb\u7edf\u884c\u4e3a\u7684\u5f71\u54cd\u3002<\/span>\u4e0e\u901a\u5e38\u7684\u79bb\u6563\u65f6\u95f4\u52a8\u6001\u76f8\u53cd\uff0c\u5f1b\u8c6b\u65f6\u95f4\u5728 D_x \/ D_i \u7684\u6700\u4f73\u503c\u5904\u5177\u6709\u660e\u786e\u5b9a\u4e49\u7684\u6700\u5c0f\u503c\u3002<\/span>\u5df2\u7ecf\u53d1\u73b0\uff0c\u5373\u4f7f\u5bf9\u4e8e\u589e\u5f3a\u7684\u6269\u6563\u6761\u4ef6\uff0c\u6b65\u884c\u5668\u5747\u65b9\u503c\u89c4\u5f8b\u7684\u4f4d\u79fb\u968f\u65f6\u95f4\u7ebf\u6027\u589e\u52a0\u3002<\/span><\/section>\n

      \n

      <\/section>\n

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

      22. \u52a8\u6001\u793e\u4f1a\u7f51\u7edc\u9884\u6d4b<\/strong><\/span><\/p>\n

      \u4e2a\u4eba\u5fc3\u7406\u5065\u5eb7\u7684\u80fd\u529b<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      The power of dynamic social networks to predict individuals\u2019 mental health<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/span><\/strong><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02614<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/strong><\/span><\/span><\/section>\n
      Shikang Liu, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u7cbe\u51c6\u533b\u5b66\u5728\u4e34\u5e8a\u5185\u5916\u53d7\u5230\u5173\u6ce8\u3002<\/span>\u6211\u4eec\u901a\u8fc7\u5229\u7528\u4e2a\u4f53\u7684\u793e\u4ea4\u4e92\u52a8\u4e0e\u4e2a\u4f53\u5fc3\u7406\u5065\u5eb7\u4e4b\u95f4\u7684\u5173\u7cfb\u6765\u5173\u6ce8\u7b80\u51b5\u72b6\u51b5\uff0c\u4ece\u5145\u88d5\u7684\u52a8\u6001\u793e\u4f1a\u7f51\u7edc\u6570\u636e\u5f00\u53d1\u51fa\u4e00\u4e2a\u4eba\u53ef\u80fd\u4f1a\u611f\u5230\u6cae\u4e27\u6216\u7126\u8651\u7684\u9884\u6d4b\u6a21\u578b\u3002<\/span>\u636e\u6211\u4eec\u6240\u77e5\uff0c\u6211\u4eec\u662f\u7b2c\u4e00\u4e2a\u8fd9\u6837\u505a\u7684\u4eba\u3002<\/span>\u73b0\u6709\u7814\u7a76\u81f3\u5c11\u5728\u4e00\u4e2a\u65b9\u9762\u4e0e\u6211\u4eec\u7684\u5de5\u4f5c\u4e0d\u540c\uff1a<\/span>\u5b83\u4eec\u4e0d\u4f1a\u5c06\u793e\u4ea4\u4e92\u52a8\u6570\u636e\u5efa\u6a21\u4e3a\u7f51\u7edc;\u8fd9\u6837\u505a\u4ec5\u4ec5\u5206\u6790\u9759\u6001\u7f51\u7edc\u6570\u636e\uff0c\u4ed6\u4eec\u7814\u7a76\u4e86\u793e\u4ea4\u7f51\u7edc\u4e0e\u5fc3\u7406\u5065\u5eb7\u4e4b\u95f4\u7684\u201c\u76f8\u5173\u6027\u201d\uff0c\u4f46\u6ca1\u6709\u5efa\u7acb\u9884\u6d4b\u6a21\u578b;\u6216\u8005\u4ed6\u4eec\u7814\u7a76\u5176\u4ed6\u4e2a\u4eba\u7279\u5f81\u4f46\u4e0d\u7814\u7a76\u5fc3\u7406\u5065\u5eb7\u3002<\/span>\u5728\u7cfb\u7edf\u548c\u5168\u9762\u7684\u8bc4\u4f30\u4e2d\uff0c\u6211\u4eec\u8868\u660e\u4f7f\u7528\u52a8\u6001\u793e\u4f1a\u7f51\u7edc\u6570\u636e\u7684\u9884\u6d4b\u6a21\u578b\u5728\u8fd0\u884c\u76f8\u540c\u6570\u636e\u65f6\u4f18\u4e8e\u5176\u9759\u6001\u7f51\u7edc\u4ee5\u53ca\u5176\u4ed6\u975e\u7f51\u7edc\u7814\u7a76\u65b9\u6cd5\u3002<\/span><\/section>\n
      <\/section>\n

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

      23. \u53d1\u73b0\u4f9b\u5e94\u94fe\u7684\u76f8\u53d8<\/strong><\/span><\/p>\n

      \u884c\u4e3a\u4ee5\u5bf9\u6297\u7834\u574f\u6027\u4e8b\u4ef6<\/span><\/strong><\/span><\/p>\n

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

      <\/span><\/section>\n<\/h3>\n
      \u539f\u6587\u6807\u9898\uff1a<\/span><\/span><\/span><\/strong><\/section>\n
      Discovery of a phase transition behavior for supply chains against disruptive events<\/span><\/section>\n
      \u5730\u5740\uff1a<\/span><\/strong><\/span><\/section>\n
      http:\/\/arxiv.org\/abs\/1908.02616<\/span><\/section>\n
      \u4f5c\u8005\uff1a<\/span><\/strong><\/section>\n
      <\/span> Qihui Yang, Caterina Scoglio, Don Gruenbacher<\/span><\/section>\n
      <\/span><\/section>\n
      \u6458\u8981\uff1a<\/span><\/strong><\/span> \u5728\u5f53\u4eca\u7684\u5168\u7403\u7ecf\u6d4e\u4e2d\uff0c\u7531\u4e8e\u9700\u8981\u6218\u7565\u6027\u5916\u5305\uff0c\u4f9b\u5e94\u94fe\uff08SC\uff09\u5b9e\u4f53\u4e0e\u9700\u6c42\u548c\u4f9b\u5e94\u5173\u7cfb\u7684\u8054\u7cfb\u8d8a\u6765\u8d8a\u7d27\u5bc6\u3002<\/span>\u4f01\u4e1a\u4e4b\u95f4\u7684\u8fd9\u79cd\u76f8\u4e92\u4f9d\u8d56\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u6548\u7387\uff0c\u4e5f\u5728\u7cfb\u7edf\u4e2d\u9020\u6210\u4e86\u66f4\u591a\u7684\u6f0f\u6d1e\u3002<\/span>\u6d2a\u6c34\u548c\u4ea4\u901a\u4e8b\u6545\u7b49\u81ea\u7136\u707e\u5bb3\u548c\u4eba\u4e3a\u707e\u5bb3\u53ef\u80fd\u4f1a\u5bfc\u81f4\u505c\u6b62\u8fd0\u8425\u5e76\u9020\u6210\u5de8\u5927\u7684\u7ecf\u6d4e\u635f\u5931\u3002<\/span>\u7531\u4e8e\u4f01\u4e1a\u4e4b\u95f4\u7684\u76f8\u4e92\u4f9d\u8d56\u6027\uff0c\u4efb\u4f55\u7834\u574f\u7684\u4e0d\u5229\u5f71\u54cd\u90fd\u53ef\u4ee5\u5728\u6574\u4e2a\u7cfb\u7edf\u4e2d\u5f97\u5230\u653e\u5927\u548c\u6269\u6563\u3002<\/span>\u672c\u6587\u65e8\u5728\u4e86\u89e3SC\u7cfb\u7edf\u5bf9\u7ea7\u8054\u6545\u969c\u7684\u7cfb\u7edf\u884c\u4e3a\u3002<\/span>\u8003\u8651\u5230\u4e0a\u9650\u548c\u4e0b\u9650\u8d1f\u8377\u7ea6\u675f\uff0c\u5373\u5269\u4f59\u5e93\u5b58\u548c\u8f93\u51fa\u6210\u672c \uff0c\u6211\u4eec\u901a\u8fc7\u6570\u503c\u6a21\u62df\u68c0\u67e5\u8d1f\u8377\u51cf\u5c11\u548c\u8d1f\u8377\u6ce2\u52a8\u60c5\u666f\u4e0b\u7cfb\u7edf\u5931\u6548\u5b9e\u4f53\u7684\u6bd4\u4f8b\u3002<\/span>\u6211\u4eec\u8fd8\u901a\u8fc7\u5e73\u5747\u573a\u7406\u8bba\u63d0\u4f9b\u5206\u6790\u7ed3\u679c\u3002<\/span>\u7ed3\u679c\u8868\u660e\u53d1\u751f\u4e86\u4e00\u9636\u76f8\u53d8\uff0c\u672a\u6765\u653f\u7b56\u5236\u5b9a\u8005\u9700\u8981\u7ed3\u5408SC\u98ce\u9669\u7ba1\u7406\u7b56\u7565\u6765\u8003\u8651\u8fd9\u79cd\u7cfb\u7edf\u6027\u98ce\u9669\u5931\u8bef\uff0c\u4ee5\u63d0\u9ad8\u7cfb\u7edf\u7684\u9002\u5e94\u80fd\u529b\u3002<\/span>\u5173\u4e8e\u4e0b\u9650\u53c2\u6570\uff0c\u5373\u6bcf\u5355\u4f4d\u8f93\u51fa\u6210\u672c\uff0c\u5bf9\u4e8e\u6240\u7814\u7a76\u7684\u573a\u666f\uff0c\u7cfb\u7edf\u5728\u5e42\u5f8b\u5206\u5e03\u4e0b\u6bd4\u5747\u5300\u5206\u5e03\u66f4\u7a33\u5065\u3002<\/span><\/section>\n
      <\/span><\/section>\n
      \n
      \n

      \u6765\u6e90\uff1a\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012<\/p>\n

      \u5ba1\u6821\uff1a\u90ed\u6cbb\u9752<\/p>\n

      \u7f16\u8f91\uff1a\u5f20\u723d<\/p>\n<\/section>\n<\/blockquote>\n

      \n

      \n

      \u58f0\u660e\uff1aArxiv\u6587\u7ae0\u6458\u8981\u7248\u6743\u5f52\u8bba\u6587\u539f\u4f5c\u8005\u6240\u6709\uff0c\u7531\u672c\u4eba\u8fdb\u884c\u7ffb\u8bd1\u6574\u7406\uff0c\u672a\u7ecf\u540c\u610f\u8bf7\u52ff\u968f\u610f\u8f6c\u8f7d\u3002\u672c\u7cfb\u5217\u5728\u5fae\u4fe1\u516c\u4f17\u53f7\u201c\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u901f\u9012\u201d\uff08\u5fae\u4fe1\u53f7netsci\uff09\u548c\u4e2a\u4eba\u535a\u5ba2 https:\/\/www.complexly.me \uff08\u63d0\u4f9bRSS\u8ba2\u9605\uff09\u8fdb\u884c\u540c\u6b65\u66f4\u65b0\u3002<\/p>\n<\/blockquote>\n

      \n

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

      \u8fd1\u671f\u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u9012<\/strong><\/span><\/p>\n

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

      \u4f60\u7684\u7acb\u573a\u66b4\u9732\u4e86\uff01\u793e\u4ea4\u5a92\u4f53\u7acb\u573a\u68c0\u6d4b\u7684\u53ef\u80fd\u56e0\u7d20\u5206\u6790 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901216\u7bc7<\/a><\/p>\n

      \u5982\u4f55\u91cf\u5316\u7814\u7a76\u57ce\u5e02\u73af\u5883\u4e2d\u7684\u4e0d\u5e73\u7b49 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901219\u7bc7<\/a><\/p>\n

      \u4ec0\u4e48\u6837\u7684\u79d1\u5b66\u5bb6\u66f4\u5bb9\u6613\u5728\u56fd\u5bb6\u4e4b\u95f4\u6d41\u52a8 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901216\u7bc7<\/a><\/p>\n

      \u4ece\u793e\u4ea4\u5a92\u4f53\u548c\u7528\u6237\u751f\u6210\u7684\u5185\u5bb9\u4e2d\u89e3\u9501\u5206\u6790\u4ef7\u503c | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901222\u7bc7<\/a><\/p>\n

      Facebook\u662f\u5426\u5c06\u654f\u611f\u6570\u636e\u7528\u4e8e\u5e7f\u544a\u76ee\u7684\uff1f| \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901218\u7bc7<\/a><\/p>\n

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

      \u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/a><\/span><\/strong><\/section>\n<\/h3>\n

      \n

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      \n
      \n
      \n
      \"\u96c6\u667a\"<\/div>\n
      \n
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      \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<\/p>\n

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

      \n
      \"\u96c6\u667a\"<\/div>\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

      \u795e\u7ecf<\/p>\n

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

      \n

      \u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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