{"id":18359,"date":"2020-02-10T18:14:43","date_gmt":"2020-02-10T10:14:43","guid":{"rendered":"https:\/\/swarma.org\/?p=18359"},"modified":"2020-02-10T18:14:43","modified_gmt":"2020-02-10T10:14:43","slug":"%e5%9b%be%e5%ba%8f%ef%bc%9a%e8%bf%88%e5%90%91%e6%9c%80%e4%bc%98%e5%ad%a6%e4%b9%a0-%e7%bd%91%e7%bb%9c%e7%a7%91%e5%ad%a6%e8%ae%ba%e6%96%87%e9%80%9f%e9%80%9229%e7%af%87","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=18359","title":{"rendered":"\u56fe\u5e8f\uff1a\u8fc8\u5411\u6700\u4f18\u5b66\u4e60 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901229\u7bc7"},"content":{"rendered":"
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\u672c\u6587\u7531\u673a\u5668\u7ffb\u8bd1\uff0c\u4ec5\u4f9b\u53c2\u8003\uff0c\u611f\u5174\u8da3\u8bf7\u67e5\u9605\u8bba\u6587\u539f\u6587<\/span><\/p>\n<\/section>\n<\/blockquote>\n


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


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  • \n

    \u56fe\u5e8f\uff1a<\/span>\u8fc8\u5411\u6700\u4f18\u5b66\u4e60;<\/span>
    <\/p>\n<\/li>\n

  • \n
    \u4e2d\u56fd\u53e4\u5178\u8bd7\u6b4c\u7528\u8bcd\u7684\u6f14\u53d8;<\/span><\/section>\n<\/li>\n
  • \n
    EON\uff1a<\/span>\u7f51\u7edc\u4e0a\u6d41\u884c\u75c5\u7684\u6a21\u62df\u3001\u5206\u6790\u6027\u8fd1\u4f3c\u548c\u5206\u6790\u7684\u5feb\u901f\u7075\u6d3bPython\u5305;<\/span><\/section>\n<\/li>\n
  • \n
    \u8ba1\u7b97\u7b14\u8bb0\u672c\u7528\u4e8e\u57ce\u5e02\u9053\u8def\u7f51\u7edc\u5206\u6790;<\/span><\/section>\n<\/li>\n
  • \n
    \u8c01\u6295\u7968\u652f\u6301\u65e0\u534f\u8bae\u8131\u6b27\uff1f<\/span>\u82f1\u56fd2019\u6b27\u6d32\u8bae\u4f1a\u9009\u4e3e\u7684\u5408\u6210\u6a21\u578b;<\/span><\/section>\n<\/li>\n
  • \n
    \u5c11\u6570\u5c5e\u6027\u7684\u540c\u8d28\u6027\u53ef\u4ee5\u963b\u788d\u7ed3\u6784\u5e73\u8861;<\/span><\/section>\n<\/li>\n
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    \u901a\u8fc7\u56fe\u795e\u7ecf\u7f51\u7edc\u4ece\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u63a8\u65ad\u7f51\u7edc\u7ed3\u6784\u4e0e\u52a8\u6001;<\/span><\/section>\n<\/li>\n
  • \n
    \u65b0\u6a21\u578b\u5206\u6790\u7535\u529b\u548c\u901a\u4fe1\u7cfb\u7edf\u5185\u548c\u7cfb\u7edf\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb;<\/span><\/section>\n<\/li>\n
  • \n
    RCELF\uff1a<\/span>\u5f71\u54cd\u6700\u5927\u5316\u95ee\u9898\u57fa\u4e8e\u6b8b\u5dee\u7684\u65b9\u6cd5;<\/span><\/section>\n<\/li>\n
  • \n
    \u6df1\u5ea6\u534f\u540c\u5d4c\u5165\u4fe1\u606f\u7ea7\u8054\u9884\u6d4b;<\/span><\/section>\n<\/li>\n
  • \n
    \u793e\u4f1a\u7f51\u7edc\u5206\u7c7b\u5668\u9884\u6d4b\u7535\u4fe1\u4e1a\u6d41\u5931\u7684\u6bd4\u8f83\u7814\u7a76;<\/span><\/section>\n<\/li>\n
  • \n
    \u793e\u4f1a\u7f51\u7edc\u5206\u6790\u9884\u6d4b\u7535\u4fe1\u4e1a\u6d41\u5931\uff1a<\/span>\u6a21\u578b\u5efa\u7acb\u3001\u8bc4\u4f30\u4e0e\u7f51\u7edc\u67b6\u6784;<\/span><\/section>\n<\/li>\n
  • \n
    \u4ece\u4e0d\u5b8c\u6574\u7f51\u7edc\u5f97\u5230\u771f\u6b63\u7684\u975e\u7ebf\u6027\u52a8\u529b\u5b66;<\/span><\/section>\n<\/li>\n
  • \n
    \u57fa\u4e8e\u83ab\u5170\u6307\u6570\u7a7a\u95f4\u81ea\u76f8\u5173\u51fd\u6570\u7684\u89e3\u6790\u8fc7\u7a0b;<\/span><\/section>\n<\/li>\n
  • \n
    \u4e3b\u8f74\u7684\u5e42\u7528\u4e8e\u7cbe\u786e\u56e2\u8ba1\u6570;<\/span><\/section>\n<\/li>\n
  • \n
    \u56fd\u5185\u548c\u56fd\u9645\u591a\u4e2a\u96b6\u5c5e\u5173\u7cfb\u5bf9\u5f15\u6587\u5f71\u54cd\u529b\u7684\u5f71\u54cd;<\/span><\/section>\n<\/li>\n
  • \n
    \u5f53\u601d\u60f3\u5f00\u653e\u963b\u788d\u5171\u8bc6;<\/span><\/section>\n<\/li>\n
  • \n
    \u793e\u4ea4\u5a92\u4f53\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7684\u591a\u6a21\u6001\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5;<\/span><\/section>\n<\/li>\n
  • \n
    \u4f7f\u7528\u516c\u53f8\u95f4\u8f6c\u8d26\u5efa\u6a21\u7ecf\u6d4e\u7f51\u7edc;<\/span><\/section>\n<\/li>\n
  • \n
    \u4f7f\u7528\u5206\u5c42\u8d85\u7a00\u758fGraphBLAS\u77e9\u9635\u5b9e\u73b0750\u4ebf\u6d41\u63d2\u5165\/\u79d2;<\/span><\/section>\n<\/li>\n
  • \n
    \u7a00\u758f\u975e\u8d1f\u77e9\u9635\u5206\u89e3\u7528\u4e8e\u591a\u4e2a\u5c40\u90e8\u793e\u533a\u68c0\u6d4b;<\/span><\/section>\n<\/li>\n
  • \n
    \u591a\u5c42\u7f51\u7edc\u7684\u56fe\u5143\u91c7\u6837\uff1a<\/span>\u4e00\u4e2a\u53d7\u9650\u968f\u673a\u6e38\u8d70\u65b9\u6cd5;<\/span><\/section>\n<\/li>\n
  • \n
    Debian GNU\/Linux\u8f6f\u4ef6\u7f51\u7edc\u6f14\u8fdb\uff1a<\/span>\u4e0e\u57fa\u56e0\u8c03\u63a7\u7f51\u7edc\u7c7b\u6bd4\u548c\u5dee\u5f02;<\/span><\/section>\n<\/li>\n
  • \n
    \u73b0\u4ee3\u7269\u7406\u5b66\u9886\u57df\u5185\u548c\u9886\u57df\u95f4\u7684\u77e5\u8bc6\u6f14\u53d8;<\/span><\/section>\n<\/li>\n
  • \n
    \u91c7\u7528\u76c8\u4e8f\u5e73\u8861\u7684\u6210\u672c\u786e\u5b9a\u5dde\u7ea7\u653f\u7b56\u7684\u5f00\u6e90\u80fd\u6e90\u7cfb\u7edf\u5efa\u6a21\uff1a<\/span>\u5317\u5361\u7f57\u83b1\u7eb3\u5dde\u6848\u4f8b\u7814\u7a76;<\/span><\/section>\n<\/li>\n
  • \n
    \u57fa\u4e8e\u968f\u673a\u6e38\u8d70\u7684\u751f\u6210\u6a21\u578b\u7528\u4e8e\u6587\u6863\u7f51\u7edc\u5206\u7c7b;<\/span><\/section>\n<\/li>\n
  • \n
    \u6269\u6563\u56fe\u57fa\u4e8e\u5e8f\u5217\u7684\u5feb\u901f\u5d4c\u5165;<\/span><\/section>\n<\/li>\n
  • \n
    \u593a\u5b9d\u5947\u5175\uff1a<\/span>4chan\u653f\u6cbb\u4e0a\u4e0d\u6b63\u786e\u677f\u5757\u76843.5\u5e74\u589e\u5f3a\u5e16\u5b50;<\/span><\/section>\n<\/li>\n
  • \n
    \u591a\u56fe\u5377\u79ef\u7f51\u7edc\u9884\u6d4b\u57ce\u5e02\u8f68\u9053\u4ea4\u901a\u77ed\u671f\u5ba2\u6d41;<\/span><\/section>\n<\/li>\n<\/ul>\n

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

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    \u56fe\u5e8f\uff1a\u8fc8\u5411\u6700\u4f18\u5b66\u4e60<\/strong><\/span><\/p>\n

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


    <\/section>\n<\/h3>\n
    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    Graph Ordering: Towards the Optimal by Learning<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06631<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/section>\n
    Kangfei Zhao, Yu Rong, Jeffrey Xu Yu, Junzhou Huang, Hao Zhang<\/span><\/section>\n

    <\/section>\n
    \u6458\u8981\uff1a<\/span> <\/span><\/strong>\u56fe\u8868\u793a\u5b66\u4e60\u5df2\u7ecf\u53d6\u5f97\u4e86\u8bb8\u591a\u57fa\u4e8e\u56fe\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u5982\u8282\u70b9\u5206\u7c7b\uff0c\u94fe\u8def\u9884\u6d4b\u548c\u793e\u533a\u68c0\u6d4b\u663e\u8457\u6210\u6548\u3002<\/span>\u8fd9\u4e9b\u6a21\u578b\u901a\u5e38\u88ab\u8bbe\u8ba1\u4e3a\u4fdd\u7559\u5728\u4e0d\u540c\u7c92\u5ea6\u7684\u9876\u70b9\u4fe1\u606f\uff0c\u51cf\u5c11\u79bb\u6563\u7a7a\u95f4\u7684\u95ee\u9898\uff0c\u5728\u8fde\u7eed\u7684\u7a7a\u95f4\u6709\u4e9b\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u3002<\/span>\u7136\u800c\uff0c\u65e0\u8bba\u5353\u6709\u6210\u6548\u7684\u8fdb\u6b65\uff0c\u5bf9\u4e8e\u4e00\u4e9b\u7c7b\u578b\u7684\u56fe\u5e94\u7528\u7a0b\u5e8f\uff0c\u5982\u56fe\u538b\u7f29\u548c\u8fb9\u7684\u5206\u533a\uff0c\u8fd9\u662f\u975e\u5e38\u56f0\u96be\u7684\u4ed6\u4eec\u51cf\u5c11\u4e00\u4e9b\u56fe\u8868\u793a\u7684\u5b66\u4e60\u4efb\u52a1\u3002<\/span>\u800c\u4e14\uff0c\u8fd9\u4e9b\u95ee\u9898\u662f\u5bc6\u5207\u76f8\u5173\u7684\u7279\u5b9a\u56fe\uff0c\u8fd9\u662f\u4e00\u4e2a\u91cd\u8981\u7684NP\u96be\u7684\u7ec4\u5408\u4f18\u5316\u95ee\u9898\u91cd\u65b0\u5236\u5b9a\u4e00\u4e2a\u5168\u7403\u6027\u7684\u5e03\u5c40\uff1a<\/span>\u56fe\u8ba2\u8d27\u3002<\/span>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u9896\u7684\u5b66\u4e60\u65b9\u6cd5\u6765\u653b\u51fb\u8fd9\u6837\u7684\u5e94\u7528\u7a0b\u5e8f\u80cc\u540e\u7684\u56fe\u6392\u5e8f\u95ee\u9898\u3002<\/span>\u57fa\u4e8e\u9884\u5b9a\u4e49\u7684\u542f\u53d1\u5f0f\u7b97\u6cd5\u8d2a\u5a6a\u533a\u522b\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff1a<\/span>\u6df1\u4ee4\u7f51\u7edc\uff08DON\uff09\uff0c\u4ece\u5c40\u90e8\u9876\u70b9\u987a\u5e8f\u7ec4\u6355\u6349\u9690\u85cf\u7684\u5c40\u90e8\u6027\u7ed3\u6784\u3002<\/span>\u901a\u8fc7\u53d6\u6837\u90e8\u5206\u987a\u5e8f\u76d1\u7763\uff0cDON\u5177\u6709\u63a8\u65ad\u770b\u4e0d\u89c1\u7ec4\u5408\u7684\u80fd\u529b\u3002<\/span>\u6b64\u5916\uff0c\u4e3a\u4e86\u51cf\u8f7bDON\u7684\u8bad\u7ec3\u7a7a\u95f4\u7ec4\u5408\u7206\u70b8\uff0c\u4f7f\u9ad8\u6548\u5c40\u90e8\u9876\u70b9\u987a\u5e8f\u91c7\u6837\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u5f3a\u5316\u5b66\u4e60\u6a21\u5f0f\uff1a<\/span>\u653f\u7b56\u7f51\u7edc\uff0c\u8c03\u6574\u504f\u5e8f\u65f6\u81ea\u52a8DON\u7684\u8bad\u7ec3\u9636\u6bb5\u62bd\u6837\u6982\u7387\u3002<\/span>\u4e3a\u6b64\uff0c\u8be5\u653f\u7b56\u7f51\u7edc\u53ef\u4ee5\u63d0\u9ad8\u8bad\u7ec3\u6548\u7387\u548c\u81ea\u52a8\u5f15\u5bfcDON\u6f14\u53d8\u8fc8\u5411\u66f4\u6709\u6548\u7684\u6a21\u5f0f\u3002<\/span>\u5728\u5408\u6210\u7684\u548c\u771f\u5b9e\u6570\u636e\u7efc\u5408\u5b9e\u9a8c\u9a8c\u8bc1DON-RL\u4f18\u4e8e\u5f53\u524d\u72b6\u6001\u7684\u6700\u5148\u8fdb\u7684\u542f\u53d1\u5f0f\u7b97\u6cd5\u4e00\u81f4\u3002<\/span>\u4e0a\u56fe\u538b\u7f29\u548c\u8fb9\u5212\u5206\u4e24\u4e2a\u6848\u4f8b\u7814\u7a76\u8868\u660e\u5728\u5b9e\u9645\u5e94\u7528\u4e2dDON-RL\u7684\u6f5c\u5728\u529b\u91cf\u3002<\/span><\/section>\n


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    \u4e2d\u56fd\u53e4\u5178\u8bd7\u6b4c\u7528\u8bcd\u7684\u6f14\u53d8<\/span><\/strong><\/span><\/p>\n

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


    <\/section>\n
    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    On the evolution of word usage of classical Chinese poetry<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/1509.04556<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Liang Liu<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u4e2d\u56fd\u53e4\u5178\u8bd7\u6b4c\u7684\u5c42\u6b21\u7ed3\u6784\u7531\u82e5\u5e72\u5728\u4e2d\u56fd\u6587\u5b66\u7814\u7a76\u4e2d\u5f97\u5230\u4e86\u5e7f\u6cdb\u8ba4\u53ef\u3002<\/span>\u7136\u800c\uff0c\u5173\u4e8e\u4e2d\u56fd\u53e4\u5178\u8bd7\u6b4c\u7684\u6f14\u53d8\u5b9a\u91cf\u7814\u7a76\u7684\u9650\u5236\u3002<\/span>\u8fd9\u9879\u7814\u7a76\u7684\u4e3b\u8981\u76ee\u7684\u662f\u5bf9\u8bcd\u7684\u7528\u6cd5\u63d0\u4f9b\u4e86\u6f14\u5316\u8054\u7cfb\u7684\u91cf\u5316\u8bc1\u636e\uff0c\u5e76\u5f3a\u8c03\uff0c\u5bf9\u4e2d\u56fd\u53e4\u5178\u8bd7\u6b4c\u4e0d\u540c\u65f6\u671f\u7684\u6d41\u6d3e\u4e4b\u4e00\u3002<\/span>\u5177\u4f53\u800c\u8a00\uff0c\u8fdb\u884c\u5404\u79cd\u7edf\u8ba1\u5206\u6790\uff0c\u4ee5\u5bfb\u627e\u548c\u4e5d\u4e2a\u6d41\u6d3e\u8bd7\u6b4c\uff0c\u5305\u62ec\u77f3\u5f84\uff0c\u695a\u8f9e\uff0c\u6c49\u5e02\uff0c\u91d1\u5e02\uff0c\u5510\u5e02\uff0c\u5b8b\u4e16\uff0c\u5143\u53f2\u660e\u5e02\u548c\u6bd4\u8f83\u5b57\u4f7f\u7528\u6a21\u5f0f\u78ec\u77f3\u3002<\/span>\u5206\u6790\u7ed3\u679c\u8868\u660e\uff0c\u6bcf\u4e5d\u4e2a\u65f6\u671f\u6d41\u6d3e\u6709\u5355\u8bcd\u7528\u6cd5\u7684\u72ec\u7279\u6a21\u5f0f\uff0c\u4e0e\u4e00\u4e9b\u4e2d\u56fd\u5b57\u88ab\u4f18\u5148\u4f7f\u7528\u67d0\u4e00\u7279\u5b9a\u65f6\u671f\u6d41\u6d3e\u7684\u8bd7\u3002<\/span>\u5728\u63aa\u8f9e\u504f\u597d\u7684\u4e00\u822c\u6a21\u5f0f\u7684\u5206\u6790\uff0c\u610f\u5473\u7740\u5728\u6cbf\u738b\u671d\u7c7b\u578b\u7684\u4e2d\u56fd\u53e4\u5178\u8bd7\u6b4c\u7684\u65f6\u95f4\u8f74\uff0c\u5728\u4f7f\u7528\u4e2d\u56fd\u53e4\u6587\u5b57\u7684\u4e0b\u964d\u8d8b\u52bf\u3002<\/span>\u57fa\u4e8e\u8be5\u8ddd\u79bb\u77e9\u9635\u7684\u7cfb\u7edf\u53d1\u751f\u5206\u6790\u8868\u660e\uff0c\u4e0d\u540c\u7c7b\u578b\u7684\u4e2d\u56fd\u53e4\u5178\u8bd7\u6b4c\u7684\u6f14\u53d8\u662f\u5168\u7b49\u4e0e\u4ed6\u4eec\u7684\u65f6\u95f4\u987a\u5e8f\uff0c\u63d0\u793a\u8bcd\u9891\u7387\u5305\u542b\u6709\u7528\u7684\u7cfb\u7edf\u53d1\u80b2\u4fe1\u606f\uff0c\u5e76\u4e14\u56e0\u6b64\u53ef\u4ee5\u88ab\u7528\u4e8e\u63a8\u65ad\u5404\u79cd\u7c7b\u578b\u4e2d\u56fd\u53e4\u5178\u8bd7\u6b4c\u4e2d\u6f14\u5316\u8054\u7cfb\u3002<\/span>\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\u8fdb\u884c\u7684\u7edf\u8ba1\u5206\u6790\u53ef\u4ee5\u5e94\u7528\u5230\u6570\u636e\u96c6\u4e00\u822c\u7684\u4e2d\u56fd\u6587\u5b66\u3002<\/span>\u8fd9\u79cd\u5206\u6790\u53ef\u4ee5\u63d0\u4f9b\u4e00\u822c\u7684\u4e2d\u56fd\u6587\u5b66\u7684\u6f14\u53d8\u5b9a\u91cf\u7684\u89c1\u89e3\u3002<\/span><\/section>\n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    EON\uff1a\u7f51\u7edc\u4e0a\u6d41\u884c\u75c5\u7684\u6a21\u62df\u3001\u5206\u6790<\/strong><\/span><\/p>\n

    \u6027\u8fd1\u4f3c\u548c\u5206\u6790\u7684\u5feb\u901f\u7075\u6d3bPython\u5305<\/span><\/strong><\/span><\/p>\n

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


    <\/section>\n<\/h3>\n
    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    EoN (Epidemics on Networks): a fast, flexible Python package for simulation, analytic approximation, and analysis of epidemics on networks<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.02436<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Joel C. Miller, Tony TIng<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u6211\u4eec\u63d0\u4f9b\u75ab\u60c5\u5bf9\u7f51\u7edc\uff08EON\uff09Python\u5305\uff0c\u4e13\u4e3a\u5728\u9759\u6001\u7f51\u7edc\u7814\u7a76\u75be\u75c5\u4f20\u64ad\u7684\u4e00\u4e2a\u63cf\u8ff0\u3002<\/span>\u8be5\u8f6f\u4ef6\u5305\u5305\u62ec\u8d85\u8fc7100\u4e2a\u53ef\u7528\u65b9\u6cd5\u4e3a\u7528\u6237\u6267\u884c\u4e00\u7cfb\u5217\u4e0d\u540c\u7684\u5de5\u827a\uff0c\u5305\u62ecSIS\u548cSIR\u75be\u75c5\uff0c\u548c\u901a\u7528\u7b80\u5355\u6216COMLEX\u63a5\u89e6\u4f20\u67d3\u7684\u968f\u673a\u6a21\u62df\u3002<\/span><\/section>\n

    \n

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    <\/p>\n

    \n
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    \u8ba1\u7b97\u7b14\u8bb0\u672c\u7528\u4e8e\u57ce\u5e02\u9053\u8def\u7f51\u7edc\u5206\u6790<\/span><\/strong><\/span><\/p>\n

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


    <\/section>\n<\/h3>\n
    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    Urban Street Network Analysis in a Computational Notebook<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06505<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Geoff Boeing<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u8ba1\u7b97\u7b14\u8bb0\u672c\u7535\u8111\u63d0\u4f9b\u7814\u7a76\u4eba\u5458\uff0c\u4ece\u4e1a\u4eba\u5458\uff0c\u5b66\u751f\u548c\u6559\u80b2\u5de5\u4f5c\u8005\u7684\u80fd\u529b\uff0c\u4ee5\u4ea4\u4e92\u884c\u4e3a\u5206\u6790\u53ca\u53d1\u653e\u53ef\u91cd\u590d\u7684\u5de5\u4f5c\u6d41\uff0c\u7f16\u7ec7\u5728\u4e00\u8d77\u7684\u4ee3\u7801\uff0c\u89c6\u89c9\u6548\u679c\u548c\u6545\u4e8b\u3002<\/span>\u672c\u6587\u63a2\u8ba8\u4e86\u5728\u57ce\u5e02\u7684\u5206\u6790\u548c\u89c4\u5212\u8ba1\u7b97\u7b14\u8bb0\u672c\u7535\u8111\u7684\u6f5c\u529b\uff0c\u901a\u8fc7OSMnx\u7684\u6848\u4f8b\u7814\u7a76\u548c\u6559\u5b66\u8bfe\u7a0b\u5e93\u5c55\u793a\u5176\u6548\u7528\u3002<\/span> OSMnx\u662f\u4e00\u4e2aPython\u5305\u4e0eOpenStreetMap\u7684\u6570\u636e\u548c\u5efa\u6a21\uff0c\u5206\u6790\u5de5\u4f5c\uff0c\u5e76\u5728\u4e16\u754c\u5404\u5730\u53ef\u89c6\u5316\u8857\u9053\u7f51\u7edc\u3002<\/span>\u5b83\u7684\u6b63\u5f0f\u6f14\u793a\u548c\u6559\u7a0b\u90fd\u5206\u5e03\u5728GitHub\u4e0a\u7684\u5f00\u6e90Jupyter\u7b14\u8bb0\u672c\u7535\u8111\u3002<\/span>\u672c\u6587\u5c55\u793a\u8fd9\u79cd\u8d44\u6e90\u901a\u8fc7\u8bb0\u5f55\u4fe1\u606f\u5e93\uff0c\u5e76\u901a\u8fc7\u5929\u6c14\u6559\u7a0b\u6f14\u793aOSMnx\u4ea4\u4e92\u4ece\u8d44\u6e90\u5e93\u4e2d\u4fee\u6539\u3002<\/span>\u5b83\u8bf4\u660e\u5982\u4f55\u4e0b\u8f7d\u6570\u636e\u7684\u57ce\u5e02\u548c\u793a\u8303\u8857\u7f51\u7edc\u7684\u5404\u79cd\u7814\u7a76\u5730\u70b9\uff0c\u8ba1\u7b97\u7f51\u7edc\u6307\u6807\uff0c\u53ef\u89c6\u5316\u8857\u9053\u4e2d\u5fc3\u5730\u4f4d\uff0c\u8ba1\u7b97\u8def\u7531\u4ee5\u53ca\u5de5\u4f5c\u4e0e\u5176\u4ed6\u7a7a\u95f4\u6570\u636e\u5982\u5efa\u7b51\u7269\u811a\u5370\u548c\u5174\u8da3\u70b9\u3002<\/span>\u8ba1\u7b97\u7b14\u8bb0\u672c\u7535\u8111\u7684\u5e2e\u52a9\u4ecb\u7ecd\u7684\u65b9\u6cd5\u6765\u65b0\u7528\u6237\u5e76\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u8fbe\u5230\u6709\u610f\u4ece\u5b66\u4e60\uff0c\u9002\u5e94\u548c\u6df7\u97f3\u5de5\u4f5c\u66f4\u5e7f\u6cdb\u7684\u53d7\u4f17\u3002<\/span>\u7531\u4e8e\u5176\u5b9e\u7528\u6027\u548c\u591a\u529f\u80fd\u6027\uff0c\u4e0d\u65ad\u91c7\u7528\u5728\u57ce\u5e02\u89c4\u5212\uff0c\u5206\u6790\uff0c\u4ee5\u53ca\u76f8\u5173\u7684\u5730\u7406\u8ba1\u7b97\u5b66\u79d1\u7684\u8ba1\u7b97\u7b14\u8bb0\u672c\u5e94\u8be5\u6301\u7eed\u5230\u672a\u6765\u3002<\/span><\/section>\n

    \n
    <\/span>
    <\/section>\n
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    \n
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    \u8c01\u6295\u7968\u652f\u6301\u65e0\u534f\u8bae\u8131\u6b27\uff1f\u82f1\u56fd<\/strong><\/span><\/p>\n

    2019\u6b27\u6d32\u8bae\u4f1a\u9009\u4e3e\u7684\u5408\u6210\u6a21\u578b<\/span><\/strong><\/span><\/p>\n

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


    <\/section>\n<\/h3>\n
    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    Who voted for a No Deal Brexit? A Composition Model of Great Britains 2019 European Parliamentary Elections<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06548<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Stephen Clark<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span> <\/span><\/strong>\u672c\u6587\u7684\u76ee\u7684\u5c31\u662f\u5229\u7528\u5728\u82f1\u56fd\u4e3e\u884c\u76842019\u6b27\u6d32\u8bae\u4f1a\u9009\u4e3e\u7684\u9009\u7968\u91cd\u65b0\u8bbf\u95ee\u8fdb\u884c\u5206\u6790\uff0c\u51762016\u5e74\u6b27\u76df\u516c\u6295\u4e4b\u540e\u3002<\/span>\u8fd9\u9879\u5de5\u4f5c\u63d0\u4f9b\u8206\u8bba\u79f0\u4e3a\u662f\u82f1\u56fd\u79fb\u52a8\u79bb\u5f00\u6b27\u76df\u52302020\u5e74\u671f\u95f4\u7684\u7ec4\u5408\u7269\u7684\u6570\u636e\u5206\u6790\uff0c\u5728\u770b\u4f3c\u65e0\u5173\u7684\u56de\u5f52\u6846\u67b6\u8865\u7ed9\u7ad9\u91c7\u7528\u5c0a\u91cd\u6295\u7968\u7ed3\u679c\u7684\u6210\u5206\u6027\u8d28;\u6bcf\u4e2a\u7ed3\u679c\u662f\u589e\u52a0\u4e86100\uff05\u7684\u5e02\u573a\u4efd\u989d\uff0c\u5e76\u4e14\u6bcf\u4e2a\u7ed3\u5c40\u76f8\u5173\u7684\u66ff\u4ee3\u54c1\u3002<\/span>\u6bcf\u4e2a\u8ba1\u6570\u533a\u5f53\u4ee3\u8bf4\u660e\u6570\u636e\u4ece\u793e\u4f1a\u4eba\u53e3\uff0c\u5c31\u4e1a\uff0c\u751f\u6d3b\u6ee1\u610f\u5ea6\u548c\u5730\u70b9\u7684\u4e3b\u9898\u6765\u6e90\u3002<\/span>\u8be5\u7814\u7a76\u53d1\u73b0\uff0c\u4ecd\u7136\u6709\u82f1\u56fd\u5f3a\u5927\u548c\u9c9c\u660e\u7684\u90e8\u95e8\uff0c\u6309\u5e74\u9f84\uff0c\u5b66\u5386\uff0c\u5c31\u4e1a\u548c\u5730\u65b9\u89c4\u5b9a\u3002<\/span>\u4f7f\u7528\u6210\u5206\u5206\u6790\u65b9\u6cd5\u7684\u4ea7\u751f\u5728\u5173\u4e8e\u8fd9\u4e9b\u6a21\u578b\u7684\u89e3\u91ca\u6311\u6218\uff0c\u4f46\u8fb9\u9645\u5730\u5757\u88ab\u8ba4\u4e3a\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u6709\u52a9\u4e8e\u89e3\u91ca\u3002<\/span><\/section>\n

    \n

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

    \n
    \n
    <\/p>\n

    \u5c11\u6570\u5c5e\u6027\u7684\u540c\u8d28\u6027<\/strong><\/span><\/p>\n

    \u53ef\u4ee5\u963b\u788d\u7ed3\u6784\u5e73\u8861<\/span><\/strong><\/span><\/p>\n

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


    <\/section>\n<\/h3>\n
    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    Homophily based on few attributes can impede structural balance<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06573<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Piotr J. G\u00f3rski, Klavdiya Bochenina, Janusz A. Ho\u0142yst, Raissa M. D\u2019Souza<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u4e24\u4e2a\u4e92\u8865\u673a\u5236\u88ab\u8ba4\u4e3a\u5851\u9020\u793e\u4f1a\u7fa4\u4f53\uff1a<\/span>\u540c\u8d28\u5242\u548c\u5728\u8fde\u63a5\u7684\u4e09\u5355\u5143\u7ec4\u7684\u7ed3\u6784\u4e4b\u95f4\u7684\u5e73\u8861\u3002<\/span>\u8fd9\u91cc\u6211\u4eec\u8003\u8651 N \u5b8c\u5168\u8fde\u63a5\u5242\uff0c\u5176\u4e2d\u6bcf\u4e2a\u4e3b\u4f53\u5177\u6709 G \u5e95\u5c42\u7684\u5c5e\u6027\uff0c\u5e76\u5728\u5c5e\u6027\u7a7a\u95f4\u5242\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\uff08\u5373\uff0c\u540c\u8d28\u6027\uff09\u6765\u786e\u5b9a\u5b83\u4eec\u4e4b\u95f4\u7684\u94fe\u8def\u6743\u91cd\u3002<\/span>\u8981\u7ed3\u5408\u7ed3\u6784\u7684\u5e73\u8861\uff0c\u6211\u4eec\u4f7f\u7528\u5176\u4e2d\u4e00\u4e2a\u4e3b\u4f53\u7684\u53ea\u6709\u4e00\u4e2a\u5c5e\u6027\u5728\u6bcf\u6b21\u66f4\u65b0\u6545\u610f\u6539\u53d8\u4e86\u9ed1\u793e\u4f1a\u66f4\u65b0\u89c4\u5219\uff0c\u4f46\u662f\u8fd9\u4e5f\u5bfc\u81f4\u94fe\u63a5\u7684\u6743\u91cd\uff0c\u751a\u81f3\u94fe\u63a5\u6781\u6027\u610f\u5916\u66f4\u6539\u3002<\/span>\u5728\u5927 G \u6781\u9650\u94fe\u8def\u6743\u91cd\u52a8\u529b\u5b66\u662f\u901a\u8fc7\u4ece\u5176\u4e2d\u53ef\u4ee5\u5f97\u5230\u7684\u76f8\u53d8\u4e0e\u6240\u6709\u94fe\u63a5\u6b63\u5b8c\u5168\u5e73\u8861\u72b6\u6001\u7684\u6761\u4ef6\u7684\u798f\u514b-Planck\u65b9\u7a0b\u63cf\u8ff0\u3002<\/span>\u5168\u7403\u5408\u4f5c\u7684\u8fd9\u79cd \u201c\u5929\u5802\u72b6\u6001\u201d\uff0c\u7136\u800c\uff0c\u96be\u4ee5\u5b9e\u73b0\u9700\u8981 G> O\uff08N ^ 2\uff09 \u548cP> 0.5 \uff0c\u5176\u4e2d\u53c2\u6570 P \u6355\u83b7\u613f\u610f\u5171\u8bc6\u3002<\/span>\u5141\u8bb8\u8fb9\u6743\u91cd\u662f\u81ea\u7136\u5c5e\u6027\u6355\u83b7\u540c\u8d28\u7684\u7ed3\u679c\uff0c\u5e76\u63ed\u793a\u4e86\u8bb8\u591a\u771f\u5b9e\u4e16\u754c\u7684\u793e\u4f1a\u4f53\u7cfb\u6709\u5fc5\u8981\u4e9a\u4e34\u754c\u6570\u91cf\u7684\u5c5e\u6027\u6765\u5b9e\u73b0\u7ed3\u6784\u5e73\u8861\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u901a\u8fc7\u56fe\u795e\u7ecf\u7f51\u7edc\u4ece\u65f6\u95f4\u5e8f\u5217<\/strong><\/span><\/p>\n

    \u6570\u636e\u63a8\u65ad\u7f51\u7edc\u7ed3\u6784\u4e0e\u52a8\u6001<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/strong><\/section>\n
    Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network<\/span><\/section>\n
    \u5730<\/span>\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06576<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Mengyuan Chen, Jiang Zhang, Zhang Zhang, Lun Du, Qiao Hu, Shuo Wang, Jiaqi Zhu<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u5728\u5404\u79cd\u80cc\u666f\u7684\u7f51\u7edc\u7ed3\u6784\uff0c\u793e\u4f1a\uff0c\u6280\u672f\u548c\u751f\u7269\u7cfb\u7edf\u4e2d\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002<\/span>\u7136\u800c\uff0c\u5728\u5b9e\u9645\u60c5\u51b5\u4e0b\uff0c\u53ef\u89c2\u5bdf\u5230\u7684\u7f51\u7edc\u7ed3\u6784\u5f80\u5f80\u662f\u4e0d\u5b8c\u6574\u6216\u4e0d\u53ef\u7528\uff0c\u7531\u4e8e\u6d4b\u91cf\u8bef\u5dee\u6216\u79c1\u4eba\u4fdd\u62a4\u7684\u95ee\u9898\u3002<\/span>\u56e0\u6b64\uff0c\u63a8\u65ad\u51fa\u6574\u4e2a\u7f51\u7edc\u7684\u7ed3\u6784\u5bf9\u4e8e\u7406\u89e3\u590d\u6742\u7cfb\u7edf\u5f88\u6709\u7528\u3002<\/span>\u73b0\u6709\u7684\u7814\u7a76\u8fd8\u6ca1\u6709\u5b8c\u5168\u89e3\u51b3\u63a8\u65ad\u7f51\u7edc\u7ed3\u6784\u6709\u5173\u8fde\u63a5\u6216\u8282\u70b9\u90e8\u5206\u6216\u6ca1\u6709\u4fe1\u606f\u7684\u95ee\u9898\u3002<\/span>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u5904\u7406\u901a\u8fc7\u5229\u7528\u7f51\u7edc\u52a8\u6001\u751f\u6210\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u95ee\u9898\u3002<\/span>\u6211\u4eec\u8ba4\u4e3a\uff0c\u7f51\u7edc\u63a8\u7406\u95ee\u9898\u57fa\u4e8e\u52a8\u6001\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u9884\u6d4b\u672a\u6765\u72b6\u6001\u8bef\u5dee\u6700\u5c0f\u5316\u7684\u95ee\u9898\uff0c\u5e76\u63d0\u51fa\u6240\u8c13\u5188\u8d1d\u5c14\u56fe\u7f51\u7edc\uff08GGN\uff09\u6765\u89e3\u51b3\u8fd9\u4e24\u79cd\u7f51\u7edc\u63a8\u7406\u95ee\u9898\u7684\u4e00\u79cd\u65b0\u7684\u6570\u636e\u9a71\u52a8\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u5f0f\uff1a<\/span>\u7f51\u7edc\u91cd\u6784\u548c\u7f51\u7edc\u5b8c\u6210\u3002<\/span>\u5bf9\u4e8e\u7f51\u7edc\u91cd\u5efa\u95ee\u9898\uff0cGGN\u6846\u67b6\u5305\u62ec\u4e24\u4e2a\u6a21\u5757\uff1a<\/span>\u5b66\u4e60\u8005\u7684\u52a8\u529b\u5b66\u548c\u7f51\u7edc\u53d1\u751f\u5668\u3002<\/span>\u5bf9\u4e8e\u7f51\u7edc\u5b8c\u6210\u7684\u95ee\u9898\uff0cGGN\u6dfb\u52a0\u4e86\u4e00\u4e2a\u540d\u4e3a\u56fd\u5bb6\u5b66\u4e60\u8005\u5bf9\u7f51\u7edc\u7684\u63a8\u65ad\u7f3a\u5c11\u7684\u90e8\u5206\u65b0\u6a21\u5757\u3002<\/span>\u6211\u4eec\u8fdb\u884c\u4e86\u5b9e\u9a8c\uff0c\u5bf9\u79bb\u6563\u548c\u8fde\u7eed\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u3002<\/span>\u5b9e\u9a8c\u8868\u660e\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u53ef\u4ee5\u91cd\u5efa\u9ad8\u8fbe100\uff05\u7684\u7f51\u7edc\u7ed3\u6784\uff0c\u7f51\u7edc\u4e0a\u7684\u91cd\u5efa\u4efb\u52a1\u3002<\/span>\u867d\u7136\u6a21\u578b\u8fd8\u53ef\u4ee5\u7528\u9ad8\u8fbe90\uff05\u7684\u51c6\u786e\u63a8\u65ad\u51fa\u7ed3\u6784\u7684\u672a\u77e5\u90e8\u5206\uff0c\u5f53\u4e00\u4e9b\u8282\u70b9\u88ab\u4e22\u5931\u3002<\/span>\u800c\u4e14\u7cbe\u5ea6\u7f3a\u5c11\u7684\u8282\u70b9\u7684\u5206\u6570\u7684\u589e\u52a0\u8870\u51cf\u3002<\/span>\u6211\u4eec\u7684\u6846\u67b6\u53ef\u4ee5\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u9886\u57df\u4ece\u54ea\u91cc\u83b7\u5f97\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u662f\u4e30\u5bcc\u7684\u7f51\u7edc\u7ed3\u6784\u662f\u5f88\u96be\u7684\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u65b0\u6a21\u578b\u5206\u6790\u7535\u529b\u548c\u901a\u4fe1<\/strong><\/span><\/p>\n

    \u7cfb\u7edf\u5185\u548c\u7cfb\u7edf\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    A New Model to Analyze Power and Communication System Intra-and-Inter Dependencies<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06610<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Sohini Roy, Harish Chandrasekaran, Anamitra Pal, Arunabha Sen<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u667a\u80fd\u7535\u7f51\u7684\u53ef\u9760\u548c\u7075\u6d3b\u7684\u64cd\u4f5c\u5fc5\u8981\u7684\u7535\u529b\u548c\u901a\u4fe1\u7cfb\u7edf\u7684\u5185\u90e8\u548c\u76f8\u4e92\u4f9d\u5b58\u5173\u7cfb\u7684\u6e05\u9192\u8ba4\u8bc6\u3002<\/span>\u8fd9\u79cd\u7406\u89e3\u53ea\u80fd\u901a\u8fc7\u7cbe\u786e\u5730\u63cf\u7ed8\u8fd9\u4e24\u4e2a\u7cfb\u7edf\u7684\u4e0d\u540c\u7ec4\u4ef6\u4e4b\u95f4\u7684\u4ea4\u4e92\u6765\u5b9e\u73b0\u3002<\/span>\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u6a21\u578b\uff0c\u6240\u8c13\u7684\u6539\u6027\u542b\u84c4\u7684\u76f8\u4e92\u4f9d\u8d56\u6027\u6a21\u578b\uff08MIIM\uff09\uff0c\u6355\u6349\u8fd9\u4e9b\u76f8\u4e92\u4f5c\u7528\u3002<\/span>\u4ece\u5728\u7f8e\u56fd\u897f\u5357\u7535\u529b\u516c\u7528\u4e8b\u4e1a\u800c\u83b7\u5f97\u7684\u6570\u636e\u88ab\u7528\u4e8e\u786e\u4fdd\u8be5\u6a21\u578b\u7684\u6709\u6548\u6027\u3002<\/span>\u8be5\u6a21\u578b\u7528\u4e8e\u7279\u5b9a\u7535\u529b\u7cfb\u7edf\u7684\u5e94\u7528\u5373\uff0c\u72b6\u6001\u4f30\u8ba1\u7684\u6027\u80fd\uff0c\u4f7f\u7528IEEE 118\u603b\u7ebf\u7cfb\u7edf\u8bc1\u660e\u3002<\/span>\u7ed3\u679c\u8868\u660e\uff0c\u6240\u63d0\u51fa\u7684\u6a21\u578b\u662f\u6bd4\u5176\u524d\u4efb\u66f4\u51c6\u786e\uff0c\u542b\u84c4\u76f8\u4e92\u4f9d\u8d56\u6a21\u578b\uff08IIM\uff09[1]\uff0c\u5728\u7535\u529b\u548c\/\u6216\u901a\u4fe1\u7cfb\u7edf\u6545\u969c\u7684\u60c5\u51b5\u4e0b\u9884\u6d4b\u6240\u8ff0\u7cfb\u7edf\u72b6\u6001\u3002<\/span><\/section>\n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    RCELF\uff1a\u5f71\u54cd\u6700\u5927\u5316<\/strong><\/span><\/p>\n

    \u95ee\u9898\u57fa\u4e8e\u6b8b\u5dee\u7684\u65b9\u6cd5<\/span><\/strong><\/span><\/p>\n

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


    <\/section>\n<\/h3>\n
    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    RCELF: A Residual-based Approach for InfluenceMaximization Problem<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06630<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Xinxun Zeng, Shiqi Zhang, Bo Tang<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u5f71\u54cd\u6700\u4f18\u5316\u95ee\u9898\uff08IMP\uff09\u662f\u9009\u62e9\u7684\u79cd\u5b50\u96c6\u5408\u8282\u70b9\u7684\u793e\u4f1a\u7f51\u7edc\u4e2d\u4f20\u64ad\u7684\u5f71\u54cd\u5c3d\u53ef\u80fd\u5e7f\u6cdb\u3002<\/span>\u5b83\u5728\u591a\u4e2a\u57df\uff0c\u4f8b\u5982\uff0c\u75c5\u6bd2\u5f0f\u8425\u9500\u7ecf\u5e38\u7528\u4e8e\u65b0\u4ea7\u54c1\u6216\u6d3b\u52a8\u76f8\u5173\u7684\u5e7f\u544a\u5f88\u591a\u5e94\u7528\u3002<\/span>\u867d\u7136\u5b83\u662f\u5728\u8ba1\u7b97\u673a\u79d1\u5b66\u7ecf\u5178\u548c\u5145\u5206\u7814\u7a76\u7684\u95ee\u9898\uff0c\u9057\u61be\u7684\u662f\uff0c\u6240\u6709\u8fd9\u4e9b\u63d0\u8bae\u7684\u6280\u672f\u662f\u65f6\u95f4\u6548\u7387\uff0c\u5185\u5b58\u6d88\u8017\u548c\u7ed3\u679c\u8d28\u91cf\u4e4b\u95f4\u7684\u59a5\u534f\u3002<\/span>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5bf9\u56fd\u5bb6\u7684\u6700\u5148\u8fdb\u7684IMP\u8fd1\u4f3c\u65b9\u6cd5\u8fdb\u884c\u5168\u9762\u7684\u5b9e\u9a8c\u7814\u7a76\uff0c\u63ed\u793a\u6f5c\u5728\u7684\u6298\u8877\u7b56\u7565\u3002<\/span>\u6709\u8da3\u7684\u662f\uff0c\u6211\u4eec\u53d1\u73b0\uff0c\u5f53\u7f51\u7edc\u7684\u4f20\u64ad\u6982\u7387\u5df2\u7ecf\u8003\u8651\u5230\u5373\u4fbf\u662f\u56fd\u5bb6\u7684\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\u662f\u4e0d\u5207\u5b9e\u9645\u7684\u3002<\/span>\u968f\u7740\u73b0\u6709\u7684\u65b9\u6cd5\u7684\u7814\u7a76\u7ed3\u679c\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u57fa\u4e8e\u6b8b\u5dee\u7684\u65b9\u6cd5\uff08\u5373\uff0cRCELF\uff09\u4e3aIMP\uff0c\u5176\u4e2di)\u514b\u670d\u73b0\u6709\u8fd1\u4f3c\u65b9\u6cd5\u7684\u4e0d\u8db3\u4e4b\u5904\uff0c\u4ee5\u53caii)\u63d0\u4f9b\u4e86\u7406\u8bba\u4fdd\u8bc1\u7ed3\u679c\u4e0e\u5728\u65f6\u57df\u548c\u7a7a\u95f4\u9ad8\u6548\u7387 – \u89c2\u70b9\u3002<\/span>\u6211\u4eec\u8bc1\u660e\u4e86\u6211\u4eec\u7684\u5efa\u8bae\u901a\u8fc7\u5927\u91cf\u5b9e\u9a8c\u8bc4\u4ef7\u771f\u5b9e\u6570\u636e\u96c6\u7684\u4f18\u8d8a\u6027\u3002<\/span><\/section>\n

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

    \n
    \n
    \n


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u6df1\u5ea6\u534f\u540c\u5d4c\u5165\u4fe1\u606f\u7ea7\u8054\u9884\u6d4b<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    Deep Collaborative Embedding for information cascade prediction<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06665<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Yuhui Zhao, Ning Yang, Tao Lin, Philip S. Yu<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span> <\/span><\/strong>\u8fd1\u65e5\uff0c\u4fe1\u606f\u53e0\u52a0\u9884\u6d4b\u5df2\u7ecf\u5438\u5f15\u4e86\u8d8a\u6765\u8d8a\u591a\u7814\u7a76\u8005\u7684\u5174\u8da3\uff0c\u4f46\u5b83\u8fdc\u672a\u5f88\u597d\u5730\u89e3\u51b3\u4e86\u90e8\u5206\u539f\u56e0\u662f\u7531\u4e8e\u73b0\u6709\u5de5\u7a0b\u7684\u4e09\u5927\u7f3a\u9677\u3002<\/span>\u9996\u5148\uff0c\u73b0\u6709\u7684\u4f5c\u54c1\u5f80\u5f80\u5047\u8bbe\u4e00\u4e2a\u6f5c\u5728\u7684\u4fe1\u606f\u4f20\u64ad\u6a21\u5f0f\uff0c\u8fd9\u662f\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u4e0d\u5b9e\u7528\u7684\uff0c\u7531\u4e8e\u4fe1\u606f\u4f20\u64ad\u7684\u590d\u6742\u6027\u3002<\/span>\u5176\u6b21\uff0c\u73b0\u6709\u7684\u4f5c\u54c1\u5f80\u5f80\u5ffd\u7565\u6b64\u75c5\u6bd2\u611f\u67d3\u8ba2\u5355\uff0c\u8fd9\u4e5f\u662f\u5728\u793e\u4f1a\u7f51\u7edc\u5206\u6790\u4e2d\u7684\u91cd\u8981\u4f5c\u7528\u7684\u9884\u6d4b\u3002<\/span>\u6700\u540e\uff0c\u73b0\u6709\u7684\u4f5c\u54c1\u5f80\u5f80\u53d6\u51b3\u4e8e\u6269\u6563\u7f51\u7edc\uff0c\u8fd9\u5728\u5b9e\u8df5\u4e2d\u53ef\u80fd\u89c2\u5bdf\u4e0d\u5230\u57fa\u672c\u7684\u8981\u6c42\u3002<\/span>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u7684\u76ee\u6807\u662f\u5728\u4e24\u4e2a\u8282\u70b9\u611f\u67d3\u548c\u611f\u67d3\u8ba2\u5355\u7684\u9884\u6d4b\u6ca1\u6709\u5173\u4e8e\u4e0b\u9762\u7684\u6269\u6563\u673a\u5236\u548c\u6269\u6563\u7f51\u7edc\uff0c\u5176\u4e2d\uff0c\u6240\u8ff0\u6311\u6218\u662f\u4e24\u500d\u7684\u77e5\u8bc6\u7684\u8981\u6c42\u3002<\/span>\u7b2c\u4e00\u4e2a\u5c31\u662f\u8282\u70b9\u7684\u7ea7\u8054\u7279\u6027\u5e94\u8be5\u88ab\u6355\u83b7\u5e76\u5982\u4f55\u6355\u6349\u5b83\u4eec\uff0c\u7b2c\u4e8c\u4e2a\u662f\u5982\u4f55\u5728\u4fe1\u606f\u7ea7\u8054\u8282\u70b9\u7684\u975e\u7ebf\u6027\u7279\u6027\u5efa\u6a21\u3002<\/span>\u4e3a\u4e86\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u6240\u8c13\u7684\u6df1\u5ea6\u5408\u4f5c\u5d4c\u5165\uff08DCE\uff09\u7528\u4e8e\u4fe1\u606f\u53e0\u52a0\u9884\u6d4b\u6a21\u578b\u65b0\u9896\uff0c\u5b83\u53ef\u4ee5\u6355\u83b7\u4e0d\u4ec5\u8282\u70b9\u7ed3\u6784\u7279\u6027\u4e5f2\u79cd\u8282\u70b9\u7ea7\u8054\u7279\u6027\u3002<\/span>\u6211\u4eec\u63d0\u51fa\u4e86\u81ea\u52a8\u7f16\u7801\u5668\u6765\u57fa\u4e8e\u534f\u4f5c\u5d4c\u5165\u6846\u67b6\uff0c\u5b66\u4e60\u4e0e\u5408\u4f5c\u7ea7\u8054\u548c\u8282\u70b9\u534f\u4f5c\u8282\u70b9\u5d4c\u5165\u7269\uff0c\u4ee5\u4f55\u79cd\u65b9\u5f0f\u4fe1\u606f\u7ea7\u8054\u7684\u975e\u7ebf\u6027\u53ef\u4ee5\u6709\u6548\u5730\u6355\u83b7\u3002<\/span>\u5bf9\u73b0\u5b9e\u4e16\u754c\u7684\u6570\u636e\u96c6\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u5b9e\u9a8c\u7ed3\u679c\u9a8c\u8bc1\u4e86\u6211\u4eec\u7684\u65b9\u6cd5\u7684\u6709\u6548\u6027\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u793e\u4f1a\u7f51\u7edc\u5206\u7c7b\u5668\u9884\u6d4b<\/strong><\/span><\/p>\n

    \u7535\u4fe1\u4e1a\u6d41\u5931\u7684\u6bd4\u8f83\u7814\u7a76<\/strong><\/span><\/p>\n

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


    <\/span><\/section>\n
    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    A Comparative Study of Social Network Classifiers for Predicting Churn in the Telecommunication Industry<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06700<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Maria \u00d3skarsd\u00f3ttir, Cristi\u00e1n Bravo, Wouter Verbeke, Carlos Sarraute, Bart Baesens, Jan Vanthienen<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u5728\u7f51\u7edc\u6570\u636e\u5173\u7cfb\u5b66\u4e60\u5df2\u88ab\u8bc1\u660e\u662f\u6709\u6548\u7684\u591a\u9879\u7814\u7a76\u3002<\/span>\u5173\u7cfb\u5b66\u4e60\uff0c\u5173\u7cfb\u5206\u7c7b\u548c\u96c6\u4f53\u63a8\u7406\u65b9\u6cd5\u7ec4\u6210\uff0c\u4f7f\u8282\u70b9\u7ed9\u51fa\u7684\u94fe\u63a5\u5230\u5176\u4ed6\u8282\u70b9\u7684\u5b58\u5728\u548c\u529b\u91cf\u5728\u7f51\u7edc\u4e2d\u7684\u63a8\u65ad\u3002<\/span>\u8fd9\u4e9b\u65b9\u6cd5\u5df2\u7ecf\u9002\u5e94\u9884\u6d4b\u5ba2\u6237\u6d41\u5931\u5728\u7535\u4fe1\u516c\u53f8\u8868\u793a\u5c06\u5b83\u4eec\u53ef\u4ee5\u7ed9\u51fa\u66f4\u7cbe\u786e\u7684\u9884\u6d4b\u3002<\/span>\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u5404\u79cd\u5173\u7cfb\u5b66\u4e60\u8005\u7684\u6027\u80fd\u662f\u7531\u4ed6\u4eec\u5c06\u5176\u5e94\u7528\u5230\u4e86\u4e00\u4e9b\u6765\u81ea\u7535\u4fe1\u884c\u4e1a\u7684CDR\u6570\u636e\u96c6\u53d1\u8d77\u7684\uff0c\u4ee5\u76ee\u6807\u7b49\u7ea7\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u8fdb\u884c\u6bd4\u8f83\uff0c\u5e76\u5206\u522b\u63a2\u8ba8\u5173\u7cfb\u5206\u7c7b\u548c\u96c6\u4f53\u63a8\u7406\u65b9\u6cd5\u7684\u6548\u679c\u3002<\/span>\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u96c6\u4f53\u63a8\u7406\u65b9\u6cd5\u4e0d\u6539\u5584\u5173\u7cfb\u7684\u5206\u7c7b\u548c\u8868\u73b0\u6700\u597d\u7684\u5173\u7cfb\u5206\u7c7b\u662f\u552f\u4e00\u7684\u57fa\u4e8e\u7f51\u7edc\u7684\u94fe\u8def\u5206\u7c7b\uff0c\u5b83\u5efa\u7acb\u4f7f\u7528\u7f51\u7edc\u4e2d\u7684\u8282\u70b9\u57fa\u4e8e\u94fe\u63a5\u7684\u63aa\u65bdLogistic\u6a21\u578b\u7684\u6027\u80fd\u3002<\/span><\/section>\n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u793e\u4f1a\u7f51\u7edc\u5206\u6790\u9884\u6d4b\u7535\u4fe1\u4e1a\u6d41\u5931\uff1a<\/strong><\/span><\/p>\n

    \u6a21\u578b\u5efa\u7acb\u3001\u8bc4\u4f30\u4e0e\u7f51\u7edc\u67b6\u6784<\/span><\/strong><\/span><\/p>\n

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


    <\/section>\n<\/h3>\n
    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    Social Network Analytics for Churn Prediction in Telco: Model Building, Evaluation and Network Architecture<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06701<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong> <\/span><\/section>\n
    Mar\u00eda \u00d3skarsd\u00f3ttir, Cristi\u00e1n Bravo, Wouter Verbeke, Carlos Sarraute, Bart Baesens, Jan Vanthienen<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span> <\/span><\/strong>\u793e\u4f1a\u7f51\u7edc\u5206\u6790\u65b9\u6cd5\u5728\u7535\u4fe1\u4e1a\u88ab\u7528\u6765\u9884\u6d4b\u5ba2\u6237\u6d41\u5931\u4e86\u5de8\u5927\u7684\u6210\u529f\u3002<\/span>\u7279\u522b\u662f\u5b83\u5df2\u88ab\u8bc1\u660e\u662f\u9002\u5408\u4e8e\u8fd9\u4e00\u7279\u5b9a\u95ee\u9898\u7684\u5173\u7cfb\u5b66\u4e60\u8005\u63d0\u9ad8\u9884\u6d4b\u6a21\u578b\u7684\u6027\u80fd\u3002<\/span>\u5728\u901a\u8fc7\u5e94\u7528\u4ed6\u4eec\u4e00\u5171\u6709\u516b\u79cd\u4e0d\u540c\u7684\u547c\u53eb\u8be6\u7ec6\u8bb0\u5f55\u7684\u6570\u636e\u96c6\uff0c\u6765\u81ea\u4e16\u754c\u5404\u5730\u7684\u7535\u4fe1\u7ec4\u7ec7\u53d1\u8d77\u6784\u5efa\u5173\u7cfb\u5b66\u4e60\u8005\u5f53\u524d\u7684\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u7684\u57fa\u51c6\u4e0d\u540c\u7684\u7b56\u7565\u3002<\/span>\u6211\u4eec\u7edf\u8ba1\u8bc4\u4f30\u5173\u7cfb\u7684\u5206\u7c7b\u548c\u5173\u7cfb\u5b66\u4e60\u8005\u7684\u9884\u6d4b\u80fd\u529b\u96c6\u4f53\u63a8\u7406\u65b9\u6cd5\u7684\u6548\u679c\uff0c\u4ee5\u53ca\u5728\u4f55\u5904\u5173\u7cfb\u5b66\u751f\u76f8\u7ed3\u5408\uff0c\u4e0e\u7535\u4fe1\u4e1a\u9884\u6d4b\u5ba2\u6237\u6d41\u5931\u7684\u4f20\u7edf\u65b9\u6cd5\u6a21\u578b\u7684\u6027\u80fd\u3002<\/span>\u6700\u540e\uff0c\u6211\u4eec\u63a2\u8ba8\u6a21\u578b\u7684\u6027\u80fd\u7f51\u7edc\u5efa\u8bbe\u7684\u5f71\u54cd;\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u610f\u5473\u7740\uff0c\u5728\u7f51\u7edc\u8fb9\u548c\u6743\u91cd\u7684\u5b9a\u4e49\uff0c\u786e\u5b9e\u80fd\u5bf9\u9884\u6d4b\u6a21\u578b\u7684\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd\u3002<\/span>\u4f5c\u4e3a\u7814\u7a76\u7684\u7ed3\u679c\uff0c\u6700\u597d\u7684\u914d\u7f6e\u662f\u4e0e\u7f51\u7edc\u53d8\u91cf\u5bcc\u542b\u975e\u5173\u7cfb\u578b\u5b66\u4e60\u8005\uff0c\u6ca1\u6709\u96c6\u4f53\u63a8\u65ad\uff0c\u4f7f\u7528\u4e8c\u8fdb\u5236\u6743\u91cd\u548c\u65e0\u5411\u7f51\u7edc\u3002<\/span>\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u63d0\u4f9b\u4e86\u5982\u4f55\u5728\u7535\u4fe1\u884c\u4e1a\u7684\u5e94\u7528\u793e\u4f1a\u7f51\u7edc\u5206\u6790\u7684\u6d41\u5931\u9884\u6d4b\u4ee5\u6700\u4f73\u7684\u65b9\u5f0f\uff0c\u4ece\u7f51\u7edc\u7ed3\u6784\uff0c\u5efa\u7acb\u6a21\u578b\u548c\u8bc4\u4ef7\u51c6\u5219\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u4ece\u4e0d\u5b8c\u6574\u7f51\u7edc\u5f97\u5230<\/strong><\/span><\/p>\n

    \u771f\u6b63\u7684\u975e\u7ebf\u6027\u52a8\u529b\u5b66<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    True Nonlinear Dynamics from Incomplete Networks<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06722<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span> <\/span><\/strong>\u6211\u4eec\u7814\u7a76\u4e86\u590d\u6742\u7f51\u7edc\u7684\u975e\u7ebf\u6027\u52a8\u529b\u5b66\u3002<\/span>\u6bcf\u4e2a\u9876\u70b9 I \u5177\u6709\u6839\u636e\u7f51\u7edc\u52a8\u529b\u5b66\u7a33\u6001 X_I ^ \u6f14\u53d8\u7684\u72b6\u6001 X_I\u3002<\/span>\u6211\u4eec\u5f00\u53d1\u7684\u57fa\u672c\u5de5\u5177\uff0c\u4e86\u89e3\u7f51\u7edc\u7684\u4e00\u5c0f\u90e8\u5206\u7684\u771f\u5b9e\u7a33\u6001\uff0c\u4e0d\u77e5\u9053\u5b8c\u6574\u7684\u7f51\u7edc\u3002<\/span>\u5929\u771f\u7684\u65b9\u6cd5\u548c\u5f53\u524d\u72b6\u6001\u7684\u6700\u5148\u8fdb\u7684\u662f\u9075\u5faa\u6240\u89c2\u5bdf\u5230\u7684\u5c40\u90e8\u7f51\u7edc\u81f3\u5c40\u90e8\u5e73\u8861\u7684\u52a8\u6001\u3002<\/span>\u8fd9\u5927\u5927\u65e0\u6cd5\u63d0\u53d6\u771f\u6b63\u7684\u7a33\u5b9a\u72b6\u6001\u3002<\/span>\u6211\u4eec\u7528\u5e73\u5747\u573a\u65b9\u6cd5\u5e94\u7528\u5230\u7f51\u7edc\u7684\u65e0\u5f62\u90e8\u5206\u7684\u52a8\u6001\u6620\u5c04\u5230\u4e00\u4e2a\u8282\u70b9\uff0c\u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u6062\u590d\u4e0a\u5c11\u81f35\u4e2a\u89c2\u5bdf\u5230\u7684\u9876\u70b9\u7a33\u6001\u7684\u51c6\u786e\u4f30\u8ba1\u5728\u57df\u4ece\u751f\u6001\u5230\u793e\u4f1a\u7f51\u7edc\u57fa\u56e0\u8c03\u63a7\u3002<\/span>\u4e0d\u5b8c\u6574\u7684\u7f51\u7edc\u662f\u5728\u5b9e\u8df5\u4e2d\u89c4\u8303\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u65b0\u7684\u65b9\u5f0f\u6765\u601d\u8003\u975e\u7ebf\u6027\u52a8\u529b\u5b66\u7684\u65f6\u5019\u53ea\u6709\u7a00\u7a00\u62c9\u62c9\u7684\u4fe1\u606f\u662f\u53ef\u7528\u7684\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u57fa\u4e8e\u83ab\u5170\u6307\u6570\u7a7a\u95f4<\/strong><\/span><\/p>\n

    \u81ea\u76f8\u5173\u51fd\u6570\u7684\u89e3\u6790\u8fc7\u7a0b<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    An Analytical Process of Spatial Autocorrelation Functions Based on Moran\u2019s Index<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span><\/strong> <\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06750<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong><\/section>\n
    Yanguang Chen<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u8bb8\u591a\u7a7a\u95f4\u7edf\u8ba1\u6d4b\u91cf\uff0c\u5982\u9ed8\u7136\u7684I\u548cGeary\u7684\u7684C\u53ef\u4ee5\u88ab\u7528\u6765\u4f7f\u7a7a\u95f4\u81ea\u76f8\u5173\u5206\u6790\u3002<\/span>\u4ece\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u7684\u4e00\u7ef4\u81ea\u76f8\u5173\u8fdb\u884c\u7a7a\u95f4\u81ea\u76f8\u5173\u6a21\u578b\uff0c\u7136\u800c\uff0c\u65f6\u95f4\u6ede\u540e\u5df2\u53d6\u4ee3\u7684\u7a7a\u95f4\u6743\u91cd\uff0c\u4ee5\u4f7f\u81ea\u76f8\u5173\u51fd\u6570\u9000\u5316\u4e3a\u81ea\u76f8\u5173\u7cfb\u6570\u3002<\/span>\u672c\u6587\u81f4\u529b\u4e8e\u5f00\u53d1\u57fa\u4e8e\u83ab\u5170\u6307\u65702\u7ef4\u7a7a\u95f4\u81ea\u76f8\u5173\u51fd\u6570\u3002<\/span>\u4f7f\u7528\u76f8\u5bf9\u9636\u68af\u51fd\u6570\u4f5c\u4e3a\u6743\u91cd\u51fd\u6570\u4ee5\u4ea7\u751f\u5177\u6709\u4f4d\u79fb\u53c2\u6570\u7684\u7a7a\u95f4\u6743\u91cd\u77e9\u9635\u3002<\/span>\u4f4d\u79fb\u627f\u62c5\u4e0e\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u7684\u65f6\u95f4\u6ede\u540e\u7684\u6bd4\u55bb\u3002<\/span>\u57fa\u4e8e\u6240\u8ff0\u7a7a\u95f4\u4f4d\u79fb\u53c2\u6570\uff0c\u4e24\u79cd\u7c7b\u578b\u7684\u7a7a\u95f4\u81ea\u76f8\u5173\u51fd\u6570\u88ab\u6784\u9020\u4e3a2\u7ef4\u7a7a\u95f4\u5206\u6790\u3002<\/span>\u7136\u540e\uff0c\u7a7a\u95f4\u81ea\u76f8\u5173\u51fd\u6570\u88ab\u63a8\u5e7f\u5230\u57fa\u4e8eGeary\u7684\u7cfb\u6570\u548cG\u7cfb\u6570\u7d22\u5f15\u7684\u81ea\u76f8\u5173\u51fd\u6570\u3002<\/span>\u4f5c\u4e3a\u4e00\u4e2a\u4f8b\u5b50\uff0c\u65b0\u7684\u5206\u6790\u6846\u67b6\u5e94\u7528\u5230\u4e2d\u56fd\u57ce\u5e02\u7684\u7a7a\u95f4\u81ea\u76f8\u5173\u9020\u578b\u3002<\/span>\u7684\u7ed3\u8bba\u53ef\u4ee5\u8fbe\u6210\uff0c\u5b83\u662f\u57fa\u4e8e\u76f8\u5bf9\u9636\u68af\u51fd\u6570\u5efa\u7acb\u7a7a\u95f4\u81ea\u76f8\u5173\u51fd\u6570\u7684\u6709\u6548\u65b9\u6cd5\u3002<\/span>\u53ef\u4ee5\u4f7f\u7528\u7684\u7a7a\u95f4\u81ea\u76f8\u5173\u51fd\u6570\u4ee5\u663e\u793a\u6df1\u5730\u7406\u4fe1\u606f\uff0c\u5e76\u5bfb\u6c42\u7279\u5f81\u5c3a\u5ea6\uff0c\u5e76\u4e3a\u7a7a\u95f4\u76f8\u5173\u6027\u7684\u6807\u5ea6\u5206\u6790\u7684\u57fa\u7840\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u4e3b\u8f74\u7684\u5e42\u7528\u4e8e\u7cbe\u786e\u56e2\u8ba1\u6570<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    The Power of Pivoting for Exact Clique Counting<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span><\/strong> <\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06784<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/strong> <\/span><\/section>\n
    Shweta Jain, C. Seshadhri<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u96c6\u56e2\u8ba1\u6570\u662f\u7f51\u7edc\u5206\u6790\u7684\u57fa\u672c\u4efb\u52a1\uff0c\u751a\u81f3 3\u4e2a -cliques\uff08\u4e09\u89d2\u5f62\uff09\u6700\u7b80\u5355\u7684\u8bbe\u7f6e\u662f\u6700\u8fd1\u8bb8\u591a\u7814\u7a76\u7684\u4e2d\u5fc3\u3002<\/span>\u83b7\u5f97\u0137 -cliques\u7684\u6570\u91cf\u8f83\u5927\u0137\u7b97\u6cd5\u662f\u5177\u6709\u6311\u6218\u6027\u7684\uff0c\u7531\u4e8e\u5927\u6d3e\u7cfb\u7684\u641c\u7d22\u7a7a\u95f4\u7684\u6307\u6570\u7206\u7834\u3002<\/span>\u4f46\u6700\u8fd1\u7684\u4e00\u4e9b\u5e94\u7528\u7a0b\u5e8f\uff08\u7279\u522b\u662f\u5bf9\u793e\u533a\u68c0\u6d4b\u6216\u7fa4\u96c6\uff09\u7684\u4f7f\u7528\u66f4\u5927\u7684\u96c6\u56e2\u8ba1\u6570\u3002<\/span>\u6b64\u5916\uff0c\u4e00\u4e2a\u7ecf\u5e38\u5e0c\u671b textit \u672c\u5730\u8ba1\u6570\u7684k\u4e2a  -cliques\u6bcf\u9876\u70b9\/\u8fb9\u7684\u6570\u91cf\u3002<\/span>\u6211\u4eec\u7684\u4e3b\u8981\u7ed3\u679c\u662fPivoter\uff0c\u7b97\u6cd5\u6070\u597d\u8ba1\u6570\u7684\u0137 -cliques\u6570 textit\u5bf9\u4e2d\u7684k  \u7684\u6240\u6709\u503c\u3002<\/span>\u8fd9\u662f\u5728\u5b9e\u8df5\u4e2d\u51fa\u4eba\u610f\u6599\u5730\u6709\u6548\uff0c\u5e76\u4e14\u80fd\u591f\u5f97\u5230\u7684\u662f\u8d85\u51fa\u4ee5\u524d\u7684\u5de5\u4f5c\u7684\u8986\u76d6\u9762\u56fe\u7684\u96c6\u56e2\u8ba1\u6570\u3002<\/span>\u4f8b\u5982\uff0cPivoter\u83b7\u53d6\u793e\u4f1a\u7f51\u7edc\u7684\u6240\u6709\u96c6\u56e2\u8ba1\u6570\u4e0e\u5546\u54c1\u673a\u5668\u7684\u4e24\u4e2a\u5c0f\u65f6\u5185\u4e00\u4e2a100M\u7684\u8fb9\u3002<\/span>\u4e0a\u4e00\u9875\u5e76\u884c\u7b97\u6cd5\u4e0d\u7ec8\u6b62\u65e5\u3002<\/span> Pivoter\u4e5f\u80fd\u5207\u5b9e\u5f97\u5230\u5f53\u5730\u6bcf\u9876\u70b9\u548c\u6bcf\u8fb9\u0137 -clique\u8ba1\u6570\uff08\u6240\u6709\u0137\uff09\u7684\u8bb8\u591a\u516c\u5171\u6570\u636e\u96c6\u7684\u6570\u4ee5\u5343\u4e07\u8ba1\u7684\u8fb9\u3002<\/span>\u636e\u6211\u4eec\u6240\u77e5\uff0c\u8fd9\u662f\u7b2c\u4e00\u4e2a\u7b97\u6cd5\uff0c\u5b9e\u73b0\u4e86\u8fd9\u6837\u7684\u7ed3\u679c\u3002<\/span>\u4e3b\u8981\u89c1\u89e3\u662f\u4e00\u4e2a\u7b80\u6d01\u7684\u6d3e\u6811\uff08SCT\uff09\uff0c\u5176\u5b58\u50a8\u5728\u8f93\u5165\u56fe\u4e2d\u7684\u6240\u6709\u6d3e\u7cfb\u538b\u7f29\u552f\u4e00\u8868\u793a\u7684\u7ed3\u6784\u3002<\/span>\u5b83\u4f7f\u7528\u4e00\u79cd\u88ab\u79f0\u4e3a textit \u8f6c\u52a8\uff0c\u7531\u52d2\u5e03\u6717 –  Kerbosch\u7ecf\u5178\u7684\u65b9\u6cd5\uff0c\u4ee5\u51cf\u5c11\u56de\u6eaf\u7b97\u6cd5\u7684\u6700\u5927\u6d3e\u7cfb\u7684\u9012\u5f52\u6811\u5efa\u3002<\/span>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cSCT\u53ef\u5728\u4e0d\u5b9e\u9645\u679a\u4e3e\u6240\u6709\u6d3e\u7cfb\u6765\u6784\u5efa\uff0c\u5e76\u63d0\u4f9b\u4ece\u5b83\u7684\u786e\u5207\u96c6\u56e2\u7edf\u8ba1\uff08\u0137 -clique\u8ba1\u6570\uff0c\u8ba1\u6570\u5730\u65b9\uff09\uff0c\u53ef\u4ee5\u6709\u6548\u5730\u8bfb\u51fa\u4e00\u4e2a\u7b80\u6d01\u7684\u6570\u636e\u7ed3\u6784\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u56fd\u5185\u548c\u56fd\u9645\u591a\u4e2a\u96b6\u5c5e<\/strong><\/span><\/p>\n

    \u5173\u7cfb\u5bf9\u5f15\u6587\u5f71\u54cd\u529b\u7684\u5f71\u54cd<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898<\/span><\/strong>\uff1a<\/span> <\/span><\/strong><\/section>\n
    The effect of national and international multiple affiliations on citation impact<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06803<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Sichao Tong, Ting Yue, Zhesi Shen, Liying Yang<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u6709\u591a\u4e2a\u4e0b\u5c5e\u673a\u6784\u7684\u7814\u7a76\u4eba\u5458\u6b63\u5728\u8d8a\u6765\u8d8a\u591a\u5730\u51fa\u73b0\u5728\u5f53\u524d\u7684\u79d1\u5b66\u73af\u5883\u3002<\/span>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u7cfb\u7edf\u5730\u5206\u6790\u4e86\u591a\u9644\u5c5e\u4f5c\u8005\u548c\u7814\u7a76\u5408\u4f5c\u7684\u79d1\u5b66\u4ea7\u51fa\u7684\u5f15\u6587\u5f71\u54cd\u4f5c\u7528\uff0c\u91cd\u70b9\u3002<\/span>\u901a\u8fc7\u8003\u8651\u5404\u673a\u6784\u7684\u56fd\u7c4d\uff0c\u6211\u4eec\u8fdb\u4e00\u6b65\u533a\u5206\u56fd\u5bb6\u591a\u9644\u5c5e\u8457\u4f5c\u6743\u548c\u56fd\u9645\u591a\u9644\u5c5e\u4f5c\u8005\u548c\u8de8\u5b66\u79d1\u548c\u56fd\u5bb6\u63ed\u793a\u5176\u4e0d\u540c\u7684\u6a21\u5f0f\u3002<\/span>\u6211\u4eec\u89c2\u5bdf\u4e86\u5f88\u5927\u7684\u4efd\u989d\uff0c\u5728\u79d1\u7814\u5408\u4f5c\u591a\u9644\u5c5e\u8457\u4f5c\u6743\uff0845.6\uff05\uff09\u7684\u51fa\u7248\u7269\uff0c\u5305\u542b\u533b\u5b66\u76f8\u5173\u7684\u548c\u751f\u7269\u5b66\u76f8\u5173\u5b66\u79d1\u7684\u5168\u56fd\u591a\u9644\u5c5e\u4f5c\u8005\uff0c\u4ee5\u53ca\u5305\u542b\u5728\u56fd\u9645\u7c7b\u51fa\u7248\u7269\u7684\u8f83\u5927\u4efd\u989d\u51fa\u7248\u7269\u7684\u8f83\u5927\u4efd\u989d\u7a7a\u95f4\u79d1\u5b66\uff0c\u7269\u7406\u5b66\u548c\u5730\u7403\u79d1\u5b66\u3002<\/span>\u8981\u7acb\u8db3\u56fd\u5bb6\u6765\u770b\uff0c\u6211\u4eec\u4e0e\u56fd\u5185\u5916\u591a\u9644\u5c5e\u8457\u4f5c\u6743\u533a\u5206\u4e00\u4e2a\u7279\u5b9a\u7684\u56fd\u5bb6\u3002<\/span>\u4ee5G7\u548c\u91d1\u7816\u56fd\u5bb6\u4ece\u4e0d\u540c\u7684S\uff06T\u7ea7\u7684\u6837\u54c1\uff0c\u6211\u4eec\u53d1\u73b0\u56fd\u5185\u7684\u5168\u56fd\u591a\u5173\u8054\u4f5c\u8005\u66f4\u6d89\u53ca\u5230\u5bf9G7\u56fd\u5bb6\u7684\u5927\u591a\u6570\u5b66\u79d1\u7684\u5f15\u6587\u5f71\u54cd\u529b\uff0c\u800c\u56fd\u5185\u56fd\u9645\u591a\u4e0b\u5c5e\u7684\u8457\u8005\u662f\u66f4\u79ef\u6781\u5f71\u54cd\u529b\u7684\u5927\u591a\u6570\u91d1\u7816\u56fd\u5bb6\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u5f53\u601d\u60f3\u5f00\u653e\u963b\u788d\u5171\u8bc6<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    When open mindedness hinders consensus<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06877<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Hendrik Schawe, Laura Hern\u00e1ndez<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong> \u6211\u4eec\u6267\u884cHegselmann  – \u514b\u52b3\u65af\u7684\u8be6\u7ec6\u7814\u7a76\u754c\u4e0e\u5f02\u6784\u4fe1\u5fc3\u4fe1\u5fc3\u8206\u8bba\u52a8\u529b\u5b66\u6a21\u578b varepsilon_i \u4ece\u5747\u5300\u5206\u5e03\u5728\u4e0d\u540c\u7684\u65f6\u95f4\u95f4\u9694\u7ed8\u5236[ varepsilon_l\uff0c varepsilon_u] \u3002<\/span>\u76f8\u56fe\u63ed\u793a\u4e86\u4e00\u4e2a\u9ad8\u5ea6\u590d\u6742\u7684\u548c\u975e\u5355\u8c03\u884c\u4e3a\uff0c\u5176\u4e2d\u5728\u5206\u88c2\u6210\u591a\u4e2a\u4e0d\u540c\u7684\u610f\u89c1\uff0c\u9884\u8ba1\u4e3a\u540c\u8d28\u60c5\u51b5\u7684\u533a\u57df\u4e2d\u7684\u53ef\u91cd\u5165\u5171\u8bc6\u76f8\u3002<\/span>\u76f8\u56fe\u7684\u4ed4\u7ec6\u63a2\u67e5\uff0c\u5177\u6709\u5e7f\u6cdb\u7684\u6709\u9650\u5927\u5c0f\u5206\u6790\u4e00\u8d77\uff0c\u4f7f\u6211\u4eec\u80fd\u591f\u627e\u51fa\u5bfc\u81f4\u8fd9\u4e00\u53cd\u76f4\u89c9\u7684\u884c\u4e3a\u7684\u673a\u5236\u3002<\/span>\u5728\u7cfb\u7edf\u7684\u5c3a\u5bf8\u8fd9\u8fdc\u8fdc\u8d85\u51fa\u4ee5\u524d\u7684\u4f5c\u54c1\u7684\u672c\u7cfb\u7edf\u7684\u7814\u7a76\uff0c\u662f\u7531\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\u63d0\u51fa\u4e86\u4e00\u4e2a\u9ad8\u6548\u7684\u7b97\u6cd5\u5b9e\u73b0\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u793e\u4ea4\u5a92\u4f53\u547d\u540d\u5b9e\u4f53\u8bc6\u522b<\/strong><\/span><\/p>\n

    \u7684\u591a\u6a21\u6001\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    A multimodal deep learning approach for named entity recognition from social media<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06888<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span> <\/span><\/strong><\/section>\n
    Meysam Asgari-Chenaghlu, M.Reza Feizi-Derakhshi, Leili Farzinvash, Cina Motamed<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span> <\/span><\/strong>\u4ece\u793e\u4ea4\u5a92\u4f53\u5e16\u5b50\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\uff08NER\uff09\u662f\u4e00\u9879\u8270\u5de8\u7684\u4efb\u52a1\u3002<\/span>\u5f62\u6210\u793e\u4f1a\u5316\u5a92\u4f53\u7684\u672c\u8d28\u7528\u6237\u751f\u6210\u7684\u5185\u5bb9\uff0c\u662f\u55a7\u95f9\u7684\uff0c\u5305\u542b\u8bed\u6cd5\u548c\u8bed\u8a00\u9519\u8bef\u3002<\/span>\u8fd9\u5608\u6742\u7684\u5185\u5bb9\u4f7f\u5f97\u5b83\u66f4\u96be\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u3002<\/span>\u7136\u800c\uff0c\u5982\u81ea\u52a8\u65b0\u95fb\u6216\u793e\u4ea4\u5a92\u4f53\u4fe1\u606f\u68c0\u7d22\u67d0\u4e9b\u5e94\u7528\u4e2d\uff0c\u9700\u8981\u5927\u7ea6\u5728\u793e\u4ea4\u5a92\u4f53\u6587\u7ae0\u4e2d\u63d0\u53ca\u7684\u7fa4\u4f53\u5b9e\u4f53\u7684\u66f4\u591a\u4fe1\u606f\u3002<\/span>\u65bd\u52a0\u5230\u7ed3\u6784\u5316\u7684\u5e38\u89c4\u65b9\u6cd5\u548c\u4e95\u952e\u5165\u6587\u6863\u63d0\u4f9b\u53ef\u63a5\u53d7\u7684\u7ed3\u679c\uff0c\u800c\u6bd4\u8f83\u65b0\u7684\u7528\u6237\u751f\u6210\u7684\u5a92\u4f53\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u4e0d\u662f\u4ee4\u4eba\u6ee1\u610f\u7684\u3002<\/span>\u5173\u4e8e\u5b9e\u4f53\u7684\u4fe1\u606f\u7684\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u90e8\u5206\u662f\u6709\u5173\u56fe\u50cf\u7684\u6587\u672c\u3002<\/span>\u7ed3\u5408\u6b64\u591a\u6a21\u6001\u6570\u636e\u51cf\u5c11\u6b67\u4e49\uff0c\u5e76\u63d0\u4f9b\u5173\u4e8e\u6240\u63d0\u5230\u7684\u5b9e\u4f53\u66f4\u5bbd\u7684\u4fe1\u606f\u3002<\/span>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u5229\u7528\u591a\u6df1\u5b66\u4e60\u4e00\u79cd\u65b0\u7684\u6df1\u523b\u7684\u5b66\u4e60\u65b9\u6cd5\u3002<\/span>\u6211\u4eec\u7684\u89e3\u51b3\u65b9\u6848\u80fd\u591f\u63d0\u4f9b\u5173\u4e8e\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7684\u4efb\u52a1\u66f4\u51c6\u786e\u7684\u7ed3\u679c\u3002<\/span>\u5b9e\u9a8c\u7ed3\u679c\uff0c\u5373\u51c6\u786e\u7387\uff0c\u53ec\u56de\u548cF1\u5206\u6570\u6307\u6807\u76f8\u6bd4\u663e\u793a\u51fa\u56fd\u5bb6\u7684\u6700\u5148\u8fdb\u7684\u5176\u4ed6NER\u7684\u89e3\u51b3\u65b9\u6848\u6211\u4eec\u5de5\u4f5c\u7684\u4f18\u8d8a\u6027\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u4f7f\u7528\u516c\u53f8\u95f4\u8f6c\u8d26\u5efa\u6a21\u7ecf\u6d4e\u7f51\u7edc<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span> <\/span><\/strong><\/section>\n
    Modeling Economic Networks with Firm-to-Firm Wire Transfers<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06889<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span><\/strong> <\/span><\/section>\n
    Thiago C. Silva, Diego R. Amancio, Benjamin M. Tabak<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/strong><\/span> \u6211\u4eec\u7814\u7a76\u4f01\u4e1a\u5728\u5df4\u897f\uff08620\u4e07\u884c\uff09\u5b87\u5b99\u4e2d\u5305\u62ec\u7535\u6c47\u7684\u65b0\u7ecf\u6d4e\u7f51\u7edc\uff08\u7535\u5b50\u652f\u4ed8\u4ea4\u6613\uff09\u3002<\/span>\u6211\u4eec\u6784\u9020\u6709\u5411\u52a0\u6743\u7f51\u7edc\u4e2d\u9876\u70b9\u8868\u793a\u57ce\u5e02\u548c\u8fb9\u57ce\u5e02\u610f\u5473\u7740\u4e24\u4e24\u4e4b\u95f4\u7684\u7ecf\u6d4e\u4f9d\u8d56\u3002<\/span>\u6bcf\u4e2a\u57ce\u5e02\uff08\u9876\u70b9\uff09\u4ee3\u8868\u5168\u5e02\u8303\u56f4\u5185\u6240\u6709\u4f01\u4e1a\u7684\u96c6\u5408\u3002<\/span>\u8fb9\u6743\u662f\u7531\u51fa\u73b0\u7531\u4e8e\u5728\u4e0d\u540c\u57ce\u5e02\u672c\u5730\u5316\u4f01\u4e1a\u4e4b\u95f4\u7684\u4e1a\u52a1\u5f80\u6765\u7535\u6c47\u7684\u603b\u91cf\u4e3a\u84dd\u672c\u3002<\/span>\u7684\u7406\u7531\u662f\uff0c\u4ed6\u4eec\u8d8a\u4e0e\u4ea4\u6613\u5bf9\u65b9\uff0c\u66f4\u4f9d\u8d56\u4ed6\u4eec\u5728\u7ecf\u6d4e\u610f\u4e49\u4e0a\u6210\u4e3a\u3002<\/span>\u6211\u4eec\u53d1\u73b0\uff0c\u4e2d\u8d38\u7f51\uff0c\u8fd9\u4e0e\u4e13\u4e1a\u5316\u7a0b\u5ea6\u9ad8\uff0c\u6574\u4e2a\u5df4\u897f\u57ce\u5e02\u53d1\u73b0\u4e00\u81f4\uff0c\u57ce\u5e02\u4e4b\u95f4\u9ad8\u5ea6\u7684\u7ecf\u6d4e\u4e00\u4f53\u5316\u3002<\/span>\u6211\u4eec\u80fd\u591f\u8bc6\u522b\u54ea\u4e9b\u57ce\u5e02\u5728\u4f7f\u7528\u4e2d\u5fc3\u6027\u7f51\u7edc\u7684\u63aa\u65bd\u5728\u6574\u4e2a\u4f9b\u5e94\u94fe\u8fc7\u7a0b\u4e2d\u7684\u4e3b\u5bfc\u4f5c\u7528\u3002<\/span>\u6211\u4eec\u53d1\u73b0\uff0c\u8d38\u6613\u7f51\u7edc\u5177\u6709\u5f02\u914d\u6df7\u5408\u6a21\u5f0f\uff0c\u8fd9\u662f\u5728\u5df4\u897f\u7684\u4f01\u4e1a\u89c4\u6a21\u5206\u5e03\u7684\u5e42\u5f8b\u5f62\u72b6\u4e00\u81f4\u3002<\/span>\u57282014\u5e74\u5df4\u897f\u7684\u7ecf\u6d4e\u8870\u9000\u4e4b\u540e\uff0c\u6211\u4eec\u53d1\u73b0disassortativity\u53d8\u5f97\u751a\u81f3\u5f88\u591a\u5c0f\u4f01\u4e1a\u7684\u6b7b\u4ea1\u548c\u5927\u516c\u53f8\u7684\u7ecf\u6d4e\u6d41\u7684\u540e\u7eed\u6d53\u5ea6\u7684\u7ed3\u679c\u66f4\u5f3a\u3002<\/span>\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u7ecf\u6d4e\u8870\u9000\u6709\u8de8\u5e02\u6709\u610f\u4e49\u7684\uff0c\u5f02\u6784\u7684\u7ecf\u6d4e\u540e\u679c\u8d38\u6613\u7f51\u7edc\u4e0a\u6709\u5f88\u5927\u7684\u5f71\u54cd\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u4f7f\u7528\u5206\u5c42\u8d85\u7a00\u758fGraph<\/strong><\/span><\/p>\n

    BLAS\u77e9\u9635\u5b9e\u73b0750\u4ebf\u6d41\u63d2\u5165\/\u79d2<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    75,000,000,000 Streaming Inserts\/Second Using Hierarchical Hypersparse GraphBLAS Matrices<\/span><\/section>\n
    \u5730\u5740\uff1a<\/strong><\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06935<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Jeremy Kepner, Tim Davis, Chansup Byun, William Arcand, David Bestor, William Bergeron, Vijay Gadepally, Matthew Hubbell, Michael Houle, Michael Jones, Anna Klein, Peter Michaleas, Lauren Milechin, Julie Mullen, Andrew Prout, Antonio Rosa, Siddharth Samsi, Charles Yee, Albert Reuther<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong><\/span> \u6240\u8ff0SuiteSparse GraphBLAS C-\u5e93\u5b9e\u73b0\u9ad8\u6027\u80fdhypersparse\u77e9\u9635\u4e0e\u7ed1\u5b9a\u5230\u5404\u79cd\u8bed\u8a00\uff08Python\u4e2d\uff0c\u6731\uff0c\u548cMatlab \/\u500d\u9891\u7a0b\uff09\u3002<\/span> GraphBLAS\u63d0\u4f9bhypersparse\u77e9\u9635\uff0c\u662f\u7406\u60f3\u7684\u5206\u6790\u8bb8\u591a\u7c7b\u578b\u7684\u7f51\u7edc\u6570\u636e\u7684\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u5185\u5b58\u6570\u636e\u5e93\u5b9e\u73b0\uff0c\u540c\u65f6\u63d0\u4f9b\u4e25\u683c\u7684\u6570\u5b66\u4fdd\u8bc1\uff0c\u4f8b\u5982\u7ebf\u6027\u5ea6\u3002<\/span> hypersparse\u77e9\u9635\u7684\u8109\u52a8\u66f4\u65b0\u628a\u5de8\u5927\u7684\u538b\u529b\uff0c\u5b58\u50a8\u5c42\u6b21\u7ed3\u6784\u3002<\/span>\u8fd9\u9879\u5de5\u4f5c\u57fa\u51c6\u6d4b\u8bd5\u7b49\u7ea7hypersparse\u77e9\u9635\u7684\u5b9e\u73b0\uff0c\u964d\u4f4e\u4e86\u5185\u5b58\u7684\u538b\u529b\uff0c\u5e76\u5927\u5e45\u63d0\u9ad8\u66f4\u65b0\u901f\u5ea6\u4e3ahypersparse\u77e9\u9635\u3002<\/span>\u5206\u5c42hypersparse\u77e9\u9635\u7684\u53c2\u6570\u4f9d\u8d56\u4e8e\u66f4\u65b0\u7ea7\u8054\u4e4b\u524d\u63a7\u5236\u5728\u5c42\u6b21\u7ed3\u6784\u4e2d\u7684\u6bcf\u4e2a\u7ea7\u522b\u7684\u6761\u76ee\u7684\u6570\u91cf\u3002<\/span>\u8fd9\u4e9b\u53c2\u6570\u5f88\u5bb9\u6613\u53ef\u8c03\uff0c\u4ee5\u5b9e\u73b0\u5404\u79cd\u5e94\u7528\u7684\u6700\u4f73\u6027\u80fd\u3002<\/span>\u5206\u5c42hypersparse\u77e9\u9635\u5b9e\u73b0\u5355\u4e00\u5b9e\u4f8b\u6bcf\u79d2\u8d85\u8fc7100\u4e07\u7684\u66f4\u65b0\u3002<\/span>\u5c3a\u5ea6\u5230\u5206\u5c42hypersparse\u77e9\u9635\u9635\u521731000\u4e2a\u5b9e\u4f8b\u4e0a\u7684MIT SuperCloud 1100\u4e2a\u670d\u52a1\u5668\u8282\u70b9\u8fbe\u5230\u6bcf\u79d2750\u4ebf\u6b21\u66f4\u65b0\u7684\u6301\u7eed\u66f4\u65b0\u901f\u7387\u3002<\/span>\u8fd9\u79cd\u80fd\u529b\u4f7fMIT SuperCloud\u5206\u6790\u975e\u5e38\u5927\u7684\u7f51\u7edc\u6d41\u6570\u636e\u96c6\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u7a00\u758f\u975e\u8d1f\u77e9\u9635\u5206\u89e3<\/strong><\/span><\/p>\n

    \u7528\u4e8e\u591a\u4e2a\u5c40\u90e8\u793e\u533a\u68c0\u6d4b<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Sparse Nonnegative Matrix Factorization for Multiple Local Community Detection<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span><\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.06951<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Dany Kamuhanda, Meng Wang, Kun He<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/strong><\/span> \u5f53\u5730\u793e\u533a\u68c0\u6d4b\u5305\u62ec\u627e\u51fa\u4e00\u7ec4\u5bc6\u5207\u76f8\u5173\u7684\u79cd\u5b50\uff0c\u4e00\u5c0f\u90e8\u5206\u7684\u5229\u76ca\u8282\u70b9\u7684\u8282\u70b9\u7ec4\u6210\u3002<\/span>\u8282\u70b9\u7684\u8fd9\u6837\u7684\u7ec4\u88ab\u5bc6\u96c6\u5730\u8fde\u63a5\u6216\u5177\u6709\u88ab\u5185\u90e8\u8fde\u63a5\u6bd4\u5176\u5230\u7f51\u7edc\u4e2d\u7684\u5176\u5b83\u7c07\u8fde\u63a5\u7684\u6982\u7387\u9ad8\u3002<\/span>\u73b0\u6709\u7684\u672c\u5730\u793e\u533a\u7684\u68c0\u6d4b\u65b9\u6cd5\u96c6\u4e2d\u5728\u5bfb\u627e\u4efb\u4f55\u4e00\u4e2a\u5730\u65b9\u793e\u533a\uff0c\u6240\u6709\u7684\u79cd\u5b50\u662f\u6700\u6709\u53ef\u80fd\u662f\u5728\u5bfb\u627e\u6216\u8005\u4e00\u4e2a\u793e\u533a\u7684\u6bcf\u4e2a\u79cd\u5b50\u3002<\/span>\u7136\u800c\uff0c\u79cd\u5b50\u6784\u4ef6\u53ef\u4ee5\u5c5e\u4e8e\u591a\u4e2a\u5730\u65b9\u91cd\u53e0\u793e\u533a\u3002<\/span>\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u7684\u68c0\u6d4b\u5230\u7684\u5355\u4e2a\u79cd\u5b50\u6210\u5458\u6240\u5c5e\u7684\u591a\u4e2a\u5730\u65b9\u793e\u533a\u7684\u65b0\u65b9\u6cd5\u3002<\/span>\u6240\u63d0\u51fa\u7684\u65b9\u6cd5\u5305\u62ec\u4e09\u4e2a\u4e3b\u8981\u6b65\u9aa4\uff1a<\/span>\uff081\uff09\u672c\u5730\u91c7\u6837\u4f7f\u7528\u4e2a\u6027\u5316\u7684PageRank\uff08PPR\uff09; \uff082\uff09\u4f7f\u7528\u7531\u7a00\u758f\u975e\u8d1f\u77e9\u9635\u56e0\u5b50\u5206\u89e3\uff08SNMF\uff09\u4e2d\u4ea7\u751f\u7684\u7a00\u758f\u6765\u4f30\u8ba1\u91c7\u6837\u5b50\u793e\u533a\u7684\u6570\u91cf; \uff083\uff09\u4f7f\u7528SNMF\u8f6f\u793e\u533a\u6210\u5458\u8d44\u683c\u5411\u91cf\u4e3a\u793e\u533a\u5206\u914d\u8282\u70b9\u3002<\/span>\u82e5\u7528\u4eba\u5de5\u548c\u771f\u5b9e\u4e16\u754c\u7684\u7f51\u7edc\u7684\u7ed3\u5408\u5b9e\u9a8c\u76f8\u6bd4\uff0c\u56fd\u5bb6\u7684\u6700\u5148\u8fdb\u7684\u793e\u533a\u68c0\u6d4b\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u6709\u5229\u4e8e\u663e\u793a\u7cbe\u5ea6\u6027\u80fd\u3002<\/span><\/section>\n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u591a\u5c42\u7f51\u7edc\u7684\u56fe\u5143\u91c7\u6837\uff1a<\/strong><\/span><\/p>\n

    \u4e00\u4e2a\u53d7\u9650\u968f\u673a\u6e38\u8d70\u65b9\u6cd5<\/span><\/strong><\/span><\/p>\n

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


    <\/section>\n<\/h3>\n
    \u539f\u6587\u6807\u9898\uff1a<\/strong><\/span> <\/span><\/strong><\/span><\/section>\n
    Sampling Graphlets of Multi-layer Networks: A Restricted Random Walk Approach<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span><\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.07136<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Simiao Jiao, Zihui Xue, Xiaowei Chen, Yuedong Xu<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong><\/span> \u56fe\u57fa\u5143\u88ab\u5bfc\u51fa\u5b50\u6a21\u5f0f\uff0c\u5bf9\u7ed3\u6784\u7684\u7406\u89e3\u81f3\u5173\u91cd\u8981\uff0c\u5927\u578b\u7f51\u7edc\u7684\u529f\u80fd\u3002<\/span>\u5f88\u591a\u5df2\u7ecf\u52aa\u529b\u5230\u57fa\u4e8e\u968f\u673a\u6e38\u8d70\u7684\u65b9\u6cd5\u901a\u5e38\u662f\u901a\u8fc7\u53ef\u7528\u7684\u5e94\u7528\u7a0b\u5e8f\u7f16\u7a0b\u63a5\u53e3\uff08API\uff09\uff0c\u7528\u4e8e\u8bbf\u95ee\u53d7\u9650\u56fe\u7684\u8ba1\u7b97\u57fa\u5143\u7684\u7edf\u8ba1\u6570\u636e\u3002<\/span>\u7136\u800c\uff0c\u4ed6\u4eec\u5927\u591a\u53ea\u8003\u8651\u5355\u4e2a\u7f51\u7edc\uff0c\u800c\u5ffd\u7565\u4e0d\u540c\u7f51\u7edc\u4e4b\u95f4\u7684\u5f3a\u8026\u5408\u3002<\/span>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u4f30\u8ba1\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u591a\u5c42\u7f51\u7edc\u7684\u57fa\u5143\u6d53\u5ea6\u3002<\/span>\u5982\u679c\u5b83\u4eec\u5c5e\u4e8e\u540c\u4e00\u4e2a\u4eba\u7684\u5c42\u95f4\u8fb9\u8fde\u63a5\u5728\u4e0d\u540c\u7684\u5c42\u4e2d\u7684\u4e24\u4e2a\u8282\u70b9\u3002<\/span>\u5230\u7684\u591a\u5c42\u7f51\u7684\u8bbf\u95ee\u662f\u5728\u8fd9\u4e2a\u610f\u4e49\u4e0a\u7684\u4e0a\u5c42\u4f7f\u968f\u673a\u6e38\u52a8\u91c7\u6837\u9650\u5236\u6027\u7684\uff0c\u800c\u8f83\u4f4e\u5c42\u7684\u8282\u70b9\u53ea\u80fd\u867d\u7136\u5c42\u95f4\u8fb9\u88ab\u8bbf\u95ee\u5e76\u4e14\u53ea\u652f\u6301\u968f\u673a\u8282\u70b9\u6216\u8fb9\u91c7\u6837\u3002<\/span>\u4e3a\u4e86\u5e94\u5bf9\u8fd9\u4e00\u65b0\u7684\u6311\u6218\uff0c\u6211\u4eec\u5b9a\u4e49\u4e86\u4e24\u4e2a\u5c42\u7684\u56fe\u57fa\u5143\u7684\u897f\u88c5\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u968f\u673a\u6e38\u8d70\u91c7\u6837\u7b97\u6cd5\u6765\u4f30\u7b97\u6240\u67093\u4e2a\u8282\u70b9\u56fe\u57fa\u5143\u7684\u6bd4\u4f8b\u3002<\/span>\u5206\u6790\u7ed1\u5b9a\u5728\u91c7\u6837\u6b65\u8bc1\u660e\uff0c\u4ee5\u4fdd\u8bc1\u6211\u4eec\u7684\u65e0\u504f\u4f30\u8ba1\u7684\u6536\u655b\u3002<\/span>\u6211\u4eec\u8fdb\u4e00\u6b65\u63a8\u5e7f\u6211\u4eec\u7684\u7b97\u6cd5\u5728\u6837\u672c\u5927\u5c0f\u4e0d\u540c\u5c42\u4e0a\u7684\u5206\u88c2\uff0c\u63a2\u7d22\u4e0d\u540c\u7684\u56fe\u57fa\u5143\u7684\u4f30\u8ba1\u7cbe\u5ea6\u4e4b\u95f4\u7684\u6743\u8861\u3002<\/span>\u73b0\u5b9e\u4e16\u754c\u548c\u5408\u6210\u591a\u5c42\u7f51\u7edc\u5b9e\u9a8c\u8bc4\u4ef7\u8bc1\u660e\u6211\u4eec\u7684\u65e0\u504f\u4f30\u8ba1\u7684\u51c6\u786e\u6027\u548c\u9ad8\u6548\u7387\u3002<\/span><\/section>\n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    Debian GNU\/Linux\u8f6f\u4ef6\u7f51\u7edc\u6f14\u8fdb\uff1a\u4e0e\u57fa\u56e0\u8c03\u63a7\u7f51\u7edc\u7c7b\u6bd4\u548c\u5dee\u5f02<\/span><\/strong><\/span><\/p>\n

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


    <\/section>\n<\/h3>\n
    \u539f\u6587\u6807\u9898\uff1a<\/strong><\/span> <\/span><\/strong><\/span><\/section>\n
    Evolution in the Debian GNU\/Linux software network: analogies and differences with gene regulatory networks<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span><\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.07184<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Pablo Villegas, Miguel A. Mu\u00f1oz, Juan A. Bonachela<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/strong><\/span> \u751f\u7269\u7f51\u7edc\u8868\u73b0\u5f53\u4f5c\u662f\u5176\u529f\u80fd\u7684\u5173\u952e\u590d\u6742\u7684\u67b6\u6784\u3002<\/span>\u5c24\u5176\u662f\uff0c\u57fa\u56e0\u8c03\u63a7\u7f51\u7edc\uff0c\u5176\u5728\u7ec6\u80de\u4e2d\u53d1\u6325\u4fe1\u606f\u5904\u7406\u7684\u5173\u952e\u4f5c\u7528\uff0c\u663e\u793a\u975e\u5e73\u51e1\u7684\u5efa\u7b51\u7279\u8272\u5982\u65e0\u6807\u5ea6\u5206\u5e03\uff0c\u9ad8\u6a21\u5757\uff0c\u4ee5\u53ca\u8fde\u63a5\u57fa\u56e0\u4e4b\u95f4\u7684\u4f4e\u5e73\u5747\u8ddd\u79bb\u3002<\/span>\u8fd9\u6837\u7684\u7f51\u7edc\u4ece\u590d\u6742\u7684\u6f14\u5316\u548c\u81ea\u9002\u5e94\u8fc7\u7a0b\u5bfc\u81f4\u96be\u4ee5\u8ffd\u67e5\u51ed\u7ecf\u9a8c\u3002<\/span>\u5728\u53e6\u4e00\u65b9\u9762\uff0c\u5b58\u5728\u8be5\u7ed3\u679c\u4ece\u81ea\u7ec4\u7ec7\u751f\u957f\u4e0d\u540c\u7248\u672c\u7684\u53d1\u5c55\uff08\u6216\u6f14\u5316\uff09\u7684\u5f00\u653e\u5f0f\u8f6f\u4ef6\u7f51\u7edc\u7684\u5404\u4e2a\u9636\u6bb5\u7684\u8be6\u7ec6\u4fe1\u606f\u3002<\/span>\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u7814\u7a76\u7684Debian GNU \/ Linux\u8f6f\u4ef6\u7f51\u7edc\u7684\u6f14\u8fdb\uff0c\u4e13\u6ce8\u4e8e\u5173\u952e\u7684\u7ed3\u6784\u548c\u7edf\u8ba1\u7279\u5f81\u968f\u65f6\u95f4\u7684\u53d8\u5316\u3002<\/span>\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u6f14\u5316\uff0c\u5bfc\u81f4\u4e86\u7f51\u7edc\u7ed3\u6784\uff0c\u5176\u4e2d\u51fa\u5ea6\u5206\u5e03\u662f\u65e0\u6807\u5ea6\u548c\u5165\u5ea6\u5206\u5e03\u662f\u62c9\u4f38\u6307\u6570\u3002<\/span>\u6b64\u5916\uff0c\u867d\u7136\u6a21\u5757\u5316\uff0c\u4fe1\u606f\u6d41\uff0c\u548c\u5143\u4ef6\u4e4b\u95f4\u7684\u5e73\u5747\u8ddd\u79bb\u7684\u65b9\u5411\u6027\u589e\u957f\uff0c\u8106\u5f31\u6027\u968f\u65f6\u95f4\u964d\u4f4e\u3002<\/span>\u8fd9\u4e9b\u7279\u5f81\u975e\u5e38\u7c7b\u4f3c\u4e8e\u76ee\u524d\u901a\u8fc7\u57fa\u56e0\u8c03\u63a7\u7f51\u7edc\u4e2d\u6240\u793a\u7684\u90a3\u4e9b\uff0c\u8fd9\u8868\u660e\u666e\u901a\u7684\u81ea\u9002\u5e94\u8def\u5f84\u7684\u5b58\u5728\uff0c\u7528\u4e8e\u5904\u7406\u4fe1\u606f\u7684\u7f51\u7edc\u7684\u5efa\u7b51\u8bbe\u8ba1\u3002<\/span>\u5728\u5176\u4ed6\u5c42\u6b21\u65b9\u9762\u7684\u5dee\u522b\u6307\u5411\u7cfb\u7edf\u7279\u5b9a\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u7c7b\u4f3c\u7684\u6f14\u5316\u6311\u6218\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u73b0\u4ee3\u7269\u7406\u5b66\u9886\u57df\u5185<\/strong><\/span><\/p>\n

    \u548c\u9886\u57df\u95f4\u7684\u77e5\u8bc6\u6f14\u53d8<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    The evolution of knowledge within and across fields in modern physics<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span><\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.07199<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Ye Sun, Vito Latora<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong><\/span> \u77e5\u8bc6\u5728\u4e0d\u540c\u9886\u57df\u548c\u5b66\u79d1\u7684\u4ea4\u6d41\u4e2d\u626e\u6f14\u7740\u77e5\u8bc6\u521b\u9020\u8fc7\u7a0b\u4e2d\u7684\u5173\u952e\u4f5c\u7528\uff0c\u5e76\u80fd\u523a\u6fc0\u521b\u65b0\u548c\u65b0\u9886\u57df\u7684\u51fa\u73b0\u3002<\/span>\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5236\u5b9a\u4e86\u5b9a\u91cf\u7684\u6846\u67b6\uff0c\u4ee5\u63d0\u53d6\u5b66\u79d1\u4e4b\u95f4\u663e\u8457\u7684\u4f9d\u8d56\uff0c\u628a\u5b83\u4eec\u53d8\u6210\u4e00\u4e2a\u968f\u65f6\u95f4\u53d8\u5316\u7684\u7f51\u7edc\u7684\u8282\u70b9\u662f\u4e0d\u540c\u7684\u9886\u57df\uff0c\u800c\u52a0\u6743\u94fe\u63a5\u4ee3\u8868\u7684\u77e5\u8bc6\u4ece\u4e00\u4e2a\u9886\u57df\u5230\u53e6\u4e00\u4e2a\u5728\u7ed9\u5b9a\u65f6\u95f4\u5185\u7684\u6d41\u91cf\u3002<\/span>\u501f\u9274\u5728\u73b0\u4ee3\u7269\u7406\u5b66\u548c\u53d1\u8868\u5728\u6700\u8fd1\u4e09\u5341\u5e74\u7684\u5404\u4e2a\u9886\u57df\u7684\u6587\u7ae0\u4e4b\u95f4\u7684\u5f15\u7528\u7684\u6a21\u5f0f\u79d1\u5b66\u7684\u751f\u4ea7\u4e00\u4e2a\u5168\u9762\u7684\u6570\u636e\u96c6\uff0c\u6211\u4eec\u5c31\u80fd\u591f\u6620\u5c04\uff0c\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u601d\u60f3\u5728\u67d0\u4e00\u9886\u57df\u5982\u4f55\u53d1\u5c55\u7684\u4e00\u5b9a\u7684\u65f6\u95f4\u6bb5\u5df2\u7ecf\u5728\u76f8\u540c\u7684\u5b57\u6bb5\u6216\u5176\u5b83\u9886\u57df\u7684\u5f71\u54cd\u540e\u6765\u53d1\u73b0\u3002<\/span>\u77e5\u8bc6\u7684\u5206\u6790\u5185\u90e8\u6d41\u52a8\u5230\u6bcf\u4e2a\u5b57\u6bb5\u663e\u793a\u4e86\u663e\u8457\u5404\u79cd\u65f6\u95f4\u884c\u4e3a\u7684\uff0c\u4e0e\u7269\u7406\u663e\u793a\u66f4\u52a0\u81ea\u5f15\u7528\u6bd4\u5176\u4ed6\u7684\u4e00\u4e9b\u5b57\u6bb5\u3002<\/span>\u6574\u4e2a\u9886\u57df\u7684\u77e5\u8bc6\u4ea4\u6d41\u7684\u65f6\u7a7a\u7f51\u7edc\u663e\u793a\u4ece\u5438\u6536\u5230\u53cc\u65b9\u751a\u81f3\u80cc\u53cd\u54fa\u884c\u4e3a\u4e92\u76f8\u5f71\u54cd\u5bf9\u65b9\u7684\u4e00\u4e2a\u9886\u57df\u4e0d\u65ad\u5438\u6536\u6765\u81ea\u5176\u4ed6\u9886\u57df\u7684\u77e5\u8bc6\u5728\u6574\u4e2a\u89c2\u5bdf\u671f\u7684\u60c5\u51b5\u4e0b\uff0c\u5bf9\u7530\uff0c\u4e5f\u662f\u6f14\u5316\u7684\u60c5\u51b5\u3002<\/span><\/section>\n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u91c7\u7528\u76c8\u4e8f\u5e73\u8861\u7684\u6210\u672c<\/strong><\/span><\/p>\n

    \u786e\u5b9a\u5dde\u7ea7\u653f\u7b56\u7684\u5f00\u6e90\u80fd\u6e90<\/strong><\/span><\/p>\n

    \u7cfb\u7edf\u5efa\u6a21\uff1a\u5317\u5361\u7f57\u83b1\u7eb3\u5dde\u6848\u4f8b\u7814\u7a76<\/span><\/strong><\/span><\/p>\n

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


    <\/p>\n

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Open Source Energy System Modeling Using Break-Even Costs to Inform State-Level Policy: A North Carolina Case Study<\/span>
    <\/span><\/section>\n<\/h3>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span> <\/section>\n
    http:\/\/arxiv.org\/abs\/2001.07264<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Binghui Li, Jeffrey Thomas, Anderson Rodrigo de Queiroz, Joseph F. DeCarolis<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong><\/span> \u4e25\u683c\u7684\u57fa\u4e8e\u6a21\u578b\u7684\u5206\u6790\u53ef\u4ee5\u5e2e\u52a9\u544a\u77e5\u56fd\u5bb6\u7ea7\u80fd\u6e90\u548c\u6c14\u5019\u653f\u7b56\u3002<\/span>\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u5317\u5361\u7f57\u83b1\u7eb3\u5dde\u7684\u7535\u529b\u90e8\u95e8\u4e00\u4e2a\u5f00\u6e90\u7684\u80fd\u91cf\u7cfb\u7edf\u4f18\u5316\u6a21\u578b\u548c\u516c\u5f00\u7684\u6570\u636e\u96c6\uff0c\u4ee5\u8ba8\u8bba\u4eca\u540e\u7684\u53d1\u7535\uff0c\u4e8c\u6c27\u5316\u78b3\u6392\u653e\u91cf\uff0c\u5e76\u51cf\u5c11\u4e8c\u6c27\u5316\u78b3\u7684\u6210\u672c\u901a\u8fc72050\u5e74\u6a21\u62df\u7684\u60c5\u666f\u5305\u62ec\u672a\u6765\u71c3\u6cb9\u4ef7\u683c\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u4e00\u4e2a\u5047\u8bbe\u7684CO2\u5e3d\uff0c\u548c\u4e00\u4e2a\u6269\u5c55\u53ef\u518d\u751f\u80fd\u6e90\u7ec4\u5408\u6807\u51c6\u3002<\/span>\u5728\u6574\u4e2a\u5efa\u6a21\u573a\u666f\uff0c\u592a\u9633\u80fd\u5149\u4f0f\u53d1\u7535\u4ee3\u8868\u4e86\u6700\u5177\u6210\u672c\u6548\u76ca\u7684\u4f4e\u78b3\u6280\u672f\uff0c\u800c\u78b3\u7ea6\u675f\u7684\u60c5\u666f\u4e4b\u4e2d\u53d6\u820d\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6d89\u53ca\u5230\u5929\u7136\u6c14\u548c\u53ef\u518d\u751f\u80fd\u6e90\u3002<\/span>\u6211\u4eec\u8fd8\u5f00\u53d1\u51fa\u8ba1\u7b97\u76c8\u4e8f\u5e73\u8861\u6210\u672c\uff0c\u8fd9\u8868\u660e\u8d44\u672c\u6210\u672c\u5728\u5176\u4e0d\u540c\u7684\u6280\u672f\u6210\u4e3a\u9ad8\u6027\u4ef7\u6bd4\u7684\u6a21\u578b\u5185\u7684\u65b0\u65b9\u6cd5\u3002<\/span>\u5728\u76c8\u4e8f\u5e73\u8861\u6210\u672c\u663e\u8457\u53d8\u5316\u8de8\u4e0d\u540c\u7684\u6280\u672f\u548c\u573a\u666f\u89c2\u5bdf\u3002<\/span>\u6211\u4eec\u4e3e\u4f8b\u8bf4\u660e\u76c8\u4e8f\u5e73\u8861\u6210\u672c\u5982\u4f55\u80fd\u591f\u88ab\u7528\u6765\u901a\u77e5\u5728\u5317\u5361\u7f57\u83b1\u7eb3\u5dde\u7684\u6269\u5c55\u53ef\u518d\u751f\u80fd\u6e90\u7ec4\u5408\u6807\u51c6\u7684\u5236\u5b9a\u3002<\/span>\u5229\u7528\u76c8\u4e8f\u5e73\u8861\u6210\u672c\u6765\u6821\u51c6\u9646\u4e0a\u98ce\u529b\u53d1\u7535\u7a0e\u6536\u62b5\u514d\uff0c\u6211\u4eec\u53d1\u73b0\uff0c\u6240\u4ea7\u751f\u7684\u98ce\u90e8\u7f72\u4f4d\u79fb\u5176\u4ed6\u53ef\u518d\u751f\u80fd\u6e90\uff0c\u56e0\u6b64\u5bf9\u4e8c\u6c27\u5316\u78b3\u6392\u653e\u91cf\u7684\u5f71\u54cd\u53ef\u4ee5\u5ffd\u7565\u3002<\/span>\u8fd9\u79cd\u6d1e\u5bdf\u529b\u53ef\u4ee5\u63d0\u4f9b\u7ed9\u51b3\u7b56\u8005\u6743\u8861\u4e0d\u540c\u653f\u7b56\u9009\u62e9\u7684\u5173\u952e\u6307\u5f15\u3002<\/span>\u672c\u7814\u7a76\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5206\u6790\u6846\u67b6\u6765\u8fdb\u884c\u4f7f\u7528\u5f00\u6e90\u6a21\u5f0f\u5728\u5176\u4ed6\u56fd\u5bb6\u7c7b\u4f3c\u7684\u5206\u6790\u548c\u514d\u8d39\u63d0\u4f9b\u7684\u6570\u636e\u96c6\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u57fa\u4e8e\u968f\u673a\u6e38\u8d70\u7684\u751f\u6210<\/strong><\/span><\/p>\n

    \u6a21\u578b\u7528\u4e8e\u6587\u6863\u7f51\u7edc\u5206\u7c7b<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Random-walk Based Generative Model for Classifying Document Networks<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span> <\/section>\n
    http:\/\/arxiv.org\/abs\/2001.07380<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Takafumi J. Suzuki<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong><\/span> \u6587\u6863\u7f51\u7edc\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u5404\u79cd\u6570\u636e\u7684\u96c6\u5408\uff0c\u5982\u5f15\u6587\u7f51\u7edc\uff0c\u8d85\u94fe\u63a5\u7684\u7f51\u9875\u548c\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u627e\u5230\u3002<\/span>\u5df2\u7ecf\u63d0\u51fa\u5927\u91cf\u751f\u6210\u6a21\u578b\uff0c\u56e0\u4e3a\u5b83\u4eec\u63d0\u4f9b\u4e86\u5206\u6790\u6587\u4ef6\u7684\u7f51\u7edc\u76f4\u89c2\uff0c\u6709\u7528\u7684\u56fe\u7247\u3002<\/span>\u7a81\u51fa\u7684\u4f8b\u5b50\u662f\u5173\u7cfb\u4e3b\u9898\u6a21\u578b\uff0c\u5176\u4e2d\u7684\u6587\u4ef6\u662f\u6839\u636e\u5176\u8bdd\u9898\u7684\u76f8\u4f3c\u6027\u8054\u7cfb\u5728\u4e00\u8d77\u3002<\/span>\u4f46\u662f\uff0c\u73b0\u6709\u7684\u751f\u6210\u6a21\u578b\u6ca1\u6709\u5145\u5206\u5229\u7528\u7f51\u7edc\u7684\u7ed3\u6784\uff0c\u56e0\u4e3a\u5b83\u4eec\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u4e8e\u6587\u4ef6\u7684\u4e3b\u9898\u5efa\u6a21\u3002<\/span>\u7279\u522b\u662f\uff0c\u56fe\u8282\u70b9\u7684\u4e2d\u5fc3\u5730\u4f4d\u7f3a\u5931\u5728\u4ee5\u5f80\u673a\u578b\u7684\u751f\u6210\u8fc7\u7a0b\u3002<\/span>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u901a\u8fc7\u5bf9\u7f51\u7edc\u4e2d\u5f15\u5165\u968f\u673a\u884c\u8d70\u5230\u8282\u70b9\u4e2d\u5fc3\u5730\u4f4d\u4e3a\u94fe\u63a5\u751f\u6210\u6d41\u7a0b\u6574\u5408\u63d0\u51fa\u4e86\u6587\u6863\u7684\u7f51\u7edc\u4e00\u79cd\u65b0\u578b\u7684\u751f\u6210\u6a21\u578b\u3002<\/span>\u6240\u5efa\u7acb\u7684\u65b9\u6cd5\u4e0e\u771f\u5b9e\u4e16\u754c\u7684\u5f15\u7f51\u7edc\u534a\u76d1\u7763\u5206\u7c7b\u4efb\u52a1\u8fdb\u884c\u8bc4\u4f30\u3002<\/span>\u6211\u4eec\u8868\u660e\uff0c\u8be5\u6a21\u578b\u4f18\u4e8e\u73b0\u6709\u7684\u6982\u7387\u5728\u8fde\u63a5\u7f51\u7edc\u793e\u533a\u68c0\u6d4b\u65b9\u6cd5\u7279\u522b\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u6269\u6563\u56fe\u57fa\u4e8e\u5e8f\u5217\u7684\u5feb\u901f\u5d4c\u5165<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Fast Sequence-Based Embedding with Diffusion Graphs<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span><\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.07463<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Benedek Rozemberczki, Rik Sarkar<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong><\/span> \u7532\u56fe\u5d4c\u5165\u5728\u4f4e\u7ef4\u7a7a\u95f4\u4e2d\uff0c\u8fd9\u5927\u7ea6\u4fdd\u7559\u6027\u8d28\u5982\u8282\u70b9\u4e4b\u95f4\u7684\u8ddd\u79bb\u7684\u66f2\u7ebf\u56fe\u7684\u9876\u70b9\u8868\u793a\u3002<\/span>\u57fa\u4e8e\u5e8f\u5217\u9876\u70b9\u5d4c\u5165\u7a0b\u5e8f\u4f7f\u7528\u7684\u529f\u80fd\u4ece\u8282\u70b9\u7684\u7ebf\u6027\u5e8f\u5217\u4e2d\u63d0\u53d6\u6765\u521b\u5efa\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u7684\u5d4c\u5165\u3002<\/span>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u6269\u6563\u56fe\u4ee5\u8fc5\u901f\u4ea7\u751f\u7528\u4e8e\u7f51\u7edc\u5d4c\u5165\u9876\u70b9\u5e8f\u5217\u7684\u65b9\u6cd5\u3002<\/span>\u5b83\u7684\u8ba1\u7b97\u6548\u7387\u4f18\u4e8e\u4ee5\u524d\u7684\u65b9\u6cd5\uff0c\u7531\u4e8e\u7b80\u5355\u7684\u5e8f\u5217\u751f\u6210\uff0c\u5e76\u53ef\u4ee5\u4ea7\u751f\u66f4\u51c6\u786e\u7684\u7ed3\u679c\u3002<\/span>\u5728\u5b9e\u9a8c\u4e2d\uff0c\u6211\u4eec\u53d1\u73b0\uff0c\u76f8\u5bf9\u4e8e\u5176\u5b83\u65b9\u6cd5\u7684\u6027\u80fd\u4e0e\u56fe\u4e2d\u7684\u589e\u52a0\u8fb9\u5bc6\u5ea6\u63d0\u9ad8\u3002<\/span>\u5728\u793e\u533a\u68c0\u6d4b\u4efb\u52a1\uff0c\u5728\u5d4c\u5165\u7a7a\u95f4\u96c6\u7fa4\u8282\u70b9\u76f8\u5bf9\u4e8e\u5176\u4ed6\u57fa\u4e8e\u5e8f\u5217\u5d4c\u5165\u65b9\u6cd5\u4ea7\u751f\u66f4\u597d\u7684\u6548\u679c\u3002<\/span><\/section>\n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u593a\u5b9d\u5947\u5175\uff1a4chan\u653f\u6cbb\u4e0a<\/strong><\/span><\/p>\n

    \u4e0d\u6b63\u786e\u677f\u5757\u76843.5\u5e74\u589e\u5f3a\u5e16\u5b50<\/span><\/strong><\/span><\/p>\n

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


    <\/section>\n<\/h3>\n
    \u539f\u6587\u6807\u9898\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Raiders of the Lost Kek: 3.5 Years of Augmented 4chan Posts from the Politically Incorrect Board<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span><\/span> <\/strong><\/section>\n
    http:\/\/arxiv.org\/abs\/2001.07487<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Antonis Papasavva, Savvas Zannettou, Emiliano De Cristofaro, Gianluca Stringhini, Jeremy Blackburn<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong><\/span> \u672c\u6587\u63d0\u51fa\u4e86\u4ece\u653f\u6cbb\u4e0a\u4e0d\u6b63\u786e\u677fimageboard\u8bba\u575b4chan\u7684\u8d85\u8fc7330\u4e07\u7ebf\u548c134.5M\u804c\u4f4d\uff08\/ POL \/\uff09\uff0c\u8d34\u8fc7\u4e86\u4e00\u6bb5\u8fd135\u5e74\uff082016\u5e746\u6708 –  2019\u5e7411\u6708\uff09\u7684\u6570\u636e\u96c6\u3002<\/span>\u636e\u6211\u4eec\u6240\u77e5\uff0c\u8fd9\u662f\u653f\u5e9c\u6700\u5927\u7684\u516c\u5f00\u53ef\u7528\u7684\u6570\u636e\u96c64chan\u7684\uff0c\u4e3a\u793e\u4f1a\u63d0\u4f9b\u5df2\u88ab\u6c38\u4e45\u5220\u96644chan\u7684\u548c\u5176\u5b83\u65b9\u6cd5\u65e0\u6cd5\u804c\u4f4d\u7684\u6863\u6848\u3002<\/span>\u6211\u4eec\u6709\u51e0\u7ec4\u9644\u52a0\u6807\u7b7e\uff0c\u5305\u62ec\u6bd2\u6027\u5206\u6570\u548c\u5728\u6bcf\u4e2a\u5e16\u5b50\u4e2d\u63d0\u5230\u7684\u547d\u540d\u5b9e\u4f53\u589e\u52a0\u7684\u6570\u636e\u3002<\/span>\u6211\u4eec\u8fd8\u63d0\u51fa\u4e86\u6570\u636e\u96c6\u7684\u7edf\u8ba1\u5206\u6790\uff0c\u63d0\u4f9b\u4ec0\u4e48\u611f\u5174\u8da3\u7684\u7814\u7a76\u4eba\u5458\u4f7f\u7528\u5b83\u53ef\u4ee5\u9884\u671f\uff0c\u4ee5\u53ca\u7b80\u5355\u7684\u5185\u5bb9\u5206\u6790\uff0c\u653e\u5728\u6700\u663e\u773c\u7684\u8ba8\u8bba\u4e3b\u9898\u8131\u843d\u5149\u7684\u6982\u8ff0\uff0c\u6700\u6d41\u884c\u7684\u5b9e\u4f53\u6240\u63d0\u5230\u7684\uff0c\u548c\u6c34\u5e73\u6bd2\u6027\u5728\u6bcf\u4e2a\u67f1\u3002<\/span>\u603b\u4f53\u800c\u8a00\uff0c\u6211\u4eec\u6709\u4fe1\u5fc3\uff0c\u6211\u4eec\u7684\u5de5\u4f5c\u5c06\u8fdb\u4e00\u6b65\u6fc0\u52b1\u548c\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u7814\u7a76\u548c\u7406\u89e34chan\u7684\uff0c\u4ee5\u53ca\u5b83\u7684\u66f4\u5927\u7684\u7f51\u7edc\u4e0a\u7684\u4f5c\u7528\u3002<\/span>\u4e3e\u4f8b\u6765\u8bf4\uff0c\u6211\u4eec\u5e0c\u671b\u6b64\u6570\u636e\u96c6\u53ef\u7528\u4e8e\u793e\u4ea4\u5a92\u4f53\u7684\u8de8\u5e73\u53f0\u7684\u7814\u7a76\uff0c\u4ee5\u53ca\u4f5c\u4e3a\u5176\u4ed6\u7c7b\u578b\u7684\u50cf\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7814\u7a76\u6709\u7528\u3002<\/span>\u6700\u540e\uff0c\u6211\u4eec\u7684\u6570\u636e\u53ef\u4ee5\u5e2e\u52a9\u5b9a\u6027\u7684\u5de5\u4f5c\u4fa7\u91cd\u4e8e\u5177\u4f53\u7684\u53d9\u8ff0\uff0c\u4e8b\u4ef6\u6216\u793e\u4f1a\u7406\u8bba\u7684\u6df1\u5165\u7684\u6848\u4f8b\u7814\u7a76\u3002<\/span><\/section>\n

    \n

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


    <\/p>\n


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u591a\u56fe\u5377\u79ef\u7f51\u7edc\u9884\u6d4b<\/strong><\/span><\/p>\n

    \u57ce\u5e02\u8f68\u9053\u4ea4\u901a\u77ed\u671f\u5ba2\u6d41<\/span><\/strong><\/span><\/p>\n

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


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

    \u539f\u6587\u6807\u9898\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Multi-Graph Convolutional Network for Short-Term Passenger Flow Forecasting in Urban Rail Transit<\/span><\/section>\n
    \u5730\u5740\uff1a<\/span><\/strong><\/span> <\/section>\n
    http:\/\/arxiv.org\/abs\/2001.07512<\/span><\/section>\n
    \u4f5c\u8005\uff1a<\/span><\/span> <\/span><\/strong><\/span><\/section>\n
    Jinlei Zhang, Feng Chen, Yinan Guo<\/span><\/section>\n

    <\/span><\/section>\n
    \u6458\u8981\uff1a<\/span><\/strong><\/span> \u77ed\u671f\u5ba2\u6d41\u9884\u6d4b\u662f\u57ce\u5e02\u8f68\u9053\u4ea4\u901a\u8fd0\u8425\u7684\u5173\u952e\u4efb\u52a1\u3002<\/span>\u65b0\u5174\u6df1\u5b66\u6280\u672f\u5df2\u6210\u4e3a\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u7684\u6709\u6548\u65b9\u6cd5\u3002<\/span>\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u6df1\u523b\u7684\u5b66\u4e60\u67b6\u6784\uff0c\u79f0\u4e3a\u8f6c\u5316\u7387\uff0cGCN\u56fe\u76f8\u7ed3\u5408\u7684\u5377\u79ef\u7f51\u7edc\uff08GCN\uff09\u548c3D\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN 3D\uff09\u3002<\/span>\u9996\u5148\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u591aGCN\u56fe\u5904\u7406\u6d41\u5165\u548c\u6d41\u51fa\u7684\u4e09\u79cd\u6a21\u5f0f\uff08\u6700\u8fd1\uff0c\u6bcf\u5929\u548c\u6bcf\u5468\u6a21\u5f0f\uff09\u5206\u5f00\u3002<\/span>\u591a\u56feGCN\u7f51\u7edc\u53ef\u4ee5\u6355\u83b7\u65f6\u7a7a\u76f8\u5173\u6027\u548c\u5728\u6574\u4e2a\u7f51\u7edc\u7684\u62d3\u6251\u4fe1\u606f\u3002<\/span>\u7136\u540e\uff0c3D CNN\u5e94\u7528\u4e8e\u6df1\u5165\u96c6\u6210\u7684\u6d41\u5165\u548c\u6d41\u51fa\u4fe1\u606f\u3002<\/span>\u548c\u6d41\u5165\u548c\u6d41\u51fa\u7684\u4e0d\u540c\u6a21\u5f0f\u4e4b\u95f4\u7684\u9ad8\u7ea7\u522b\u65f6\u7a7a\u7279\u5f81\uff0c\u7ad9\u4e4b\u95f4\u7684\u9644\u8fd1\uff0c\u8fdc\u79bb\u53ef\u901a\u8fc73D CNN\u6765\u63d0\u53d6\u3002<\/span>\u6700\u540e\uff0c\u5b8c\u5168\u8fde\u63a5\u5c42\u7528\u4e8e\u8f93\u51fa\u7ed3\u679c\u3002<\/span>\u8f6c\u6362\u6b21\u6570-GCN\u6a21\u578b\u4e0a\u768410\u5206\u949f\uff0c15\u5206\u949f\u548c30\u5206\u949f\u7684\u65f6\u95f4\u95f4\u9694\u4e0b\u5317\u4eac\u5730\u94c1\u7684\u667a\u80fd\u5361\u6570\u636e\u8fdb\u884c\u8bc4\u4ef7\u3002<\/span>\u7ed3\u679c\u8868\u660e\uff0c\u8be5\u6a21\u578b\u4e2d\u6267\u884c\u5176\u4ed6\u4e03\u4e2a\u76f8\u5bf9\u6a21\u578b\u6700\u597d\u7684\u3002<\/span>\u5728RMSE\u800c\u8a00\uff0c\u5728\u4e09\u4e2a\u65f6\u95f4\u95f4\u9694\u7684\u6f14\u51fa\u5df2\u7ecf\u88ab\u5206\u522b9.402\uff05\uff0c7.756\uff05\u548c9.256\uff05\uff0c\u63d0\u9ad8\u3002<\/span>\u8fd9\u9879\u7814\u7a76\u53ef\u4ee5\u63d0\u4f9b\u5173\u952e\u7684\u89c1\u89e3\u5730\u94c1\u8fd0\u8425\u5546\u80fd\u591f\u4f18\u5316\u64cd\u4f5c\u3002<\/span><\/section>\n

    <\/section>\n
    \n
    \n

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

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


    <\/p>\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


    <\/p>\n

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

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


    <\/p>\n

    \u6709\u5411\u7f51\u7edc\u65b9\u5411\u6027\u5982\u4f55\uff1f | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901220\u7bc7<\/a><\/p>\n

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    <\/p>\n

    \u94fe\u8def\u9884\u6d4b\u7684\u535a\u5f08\u7b97\u6cd5 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901225\u7bc7<\/a>
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    \u7f51\u7edc\u4e0a\u590d\u53d1\u6027\u6d41\u884c\u75c5\u7684\u6d41\u884c\u4f20\u64ad\u8005 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901222\u7bc7<\/a>
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    \u7f51\u7edc\u62d3\u6251\u7ed3\u6784\u5bf9\u590d\u6742\u7ecf\u6d4e\u7cfb\u7edf\u7684\u7cfb\u7edf\u6027\u98ce\u9669\u548c\u5d29\u6e83\u7684\u5f71\u54cd | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901216\u7bc7<\/a><\/p>\n

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

    <\/strong><\/h3>\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

    \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


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

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

    \n

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

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