{"id":21093,"date":"2020-09-20T14:30:00","date_gmt":"2020-09-20T06:30:00","guid":{"rendered":"https:\/\/swarma.org\/?p=21093"},"modified":"2020-09-20T14:30:00","modified_gmt":"2020-09-20T06:30:00","slug":"%e7%b2%89%e4%b8%9d%e7%bb%8f%e6%b5%8e%e5%af%b9%e4%b8%ad%e5%9b%bd%e6%b5%81%e8%a1%8c%e9%9f%b3%e4%b9%90%e4%ba%a7%e4%b8%9a%e6%9c%89%e7%94%a8%e5%90%97-%e7%bd%91%e7%bb%9c%e7%a7%91","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=21093","title":{"rendered":"\u201c\u7c89\u4e1d\u7ecf\u6d4e\u201d\u5bf9\u4e2d\u56fd\u6d41\u884c\u97f3\u4e50\u4ea7\u4e1a\u6709\u7528\u5417? | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901211\u7bc7"},"content":{"rendered":"
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\u96c6\u667a\u6591\u56fe\u6700\u65b0\u8bba\u6587\u680f\u76ee\uff0c\u5173\u6ce8\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3001\u7edf\u8ba1\u7269\u7406\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\uff0c\u6bcf\u5929\u5373\u65f6\u66f4\u65b0\u76f8\u5173\u9876\u520a\u8bba\u6587\uff0c\u548c\u6700\u65b0arXiv\u9884\u5370\u672c\u8bba\u6587\u3002<\/span>
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\u672c\u6587\u662f\u5bf9\u8fd1\u671f<\/span>arX<\/span>iv<\/span>\u8bba\u6587\u7684<\/span>\u6c47\u603b\u7f16\u8bd1\uff08by \u5f69\u4e91\u5c0f\u8bd1\uff09\u3002\u66f4\u591a\u6700\u65b0\u8bba\u6587\uff0c\u8bf7\u626b\u4e8c\u7ef4\u7801\u83b7\u53d6\u3002<\/span><\/section>\n

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    \u7ecf\u5178\u591a\u4f53\u7cfb\u7edf\u4e2d\u7684\u5f02\u5e38\u70ed\u8f93\u8fd0: \u6982\u8ff0\u4e0e\u5c55\u671b\uff1b<\/span><\/h2>\n<\/li>\n
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    \u52a8\u6001\u56fe\u5f62\u4e2d\u7684\u5b9e\u65f6\u6d41\u5f02\u5e38\u68c0\u6d4b\uff1b<\/span><\/h2>\n<\/li>\n
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    \u57fa\u4e8e\u6587\u672c\u7684\u5fc3\u7406\u5065\u5eb7\u652f\u6301\u4e2d\u79fb\u60c5\u8868\u8fbe\u7684\u8ba1\u7b97\u65b9\u6cd5\u7814\u7a76\uff1b<\/span><\/h2>\n<\/li>\n
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    \u901a\u8fc7\u56e0\u679c\u63a8\u7406\u6846\u67b6\u7406\u89e3\u7f16\u8f91 Tweets \u5bf9\u5a92\u4f53\u5206\u4eab\u65b0\u95fb\u7684\u5f71\u54cd\uff1b<\/span><\/h2>\n<\/li>\n
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    \u4e00\u79cd\u57fa\u4e8e\u4e2d\u95f4\u4e2d\u5fc3\u6027\u7684\u7f51\u7edc\u9ad8\u5c42\u6570\u636e\u5206\u7c7b\u7b97\u6cd5\uff1b<\/span><\/h2>\n<\/li>\n
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    \u6211\u4eec\u56e2\u7ed3\u4e00\u81f4: \u4f20\u9012\u56fe\u795e\u7ecf\u7f51\u7edc\u5728\u5927\u6d41\u884c\u9884\u6d4b\u4e2d\u7684\u5e94\u7528\uff1b<\/span><\/h2>\n<\/li>\n<\/ul>\n


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    \u201c\u7c89\u4e1d\u7ecf\u6d4e\u201d<\/strong><\/span><\/p>\n

    \u5bf9\u4e2d\u56fd\u6d41\u884c\u97f3\u4e50\u4ea7\u4e1a\u6709\u7528\u5417\uff1f<\/strong><\/span><\/p>\n

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

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

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

    Does “Fans Economy” Work for Chinese Pop Music Industry?<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=0a2e54e8-f968-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    Hao Wang<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981<\/span><\/strong>\uff1a<\/span><\/strong>\u8fd1\u5e74\u6765\uff0c\u4e2d\u56fd\u5df2\u6210\u4e3a\u4e16\u754c\u4e0a\u6700\u5927\u7684\u5a31\u4e50\u5e02\u573a\u4e4b\u4e00\u3002\u7531\u4e8e\u5c0f\u7c73\u7684\u6210\u529f\uff0c\u8bb8\u591a\u4e2d\u56fd\u6d41\u884c\u97f3\u4e50\u4ea7\u4e1a\u7684\u4f01\u4e1a\u5bb6\u76f8\u4fe1\u201c\u7c89\u4e1d\u7ecf\u6d4e\u201d\u5728\u6d41\u884c\u97f3\u4e50\u4ea7\u4e1a\u4e2d\u8d77\u4f5c\u7528\u3002\u201c\u6b4c\u8ff7\u7ecf\u6d4e\u201d\u662f\u57fa\u4e8e\u6d41\u884c\u97f3\u4e50\u6d88\u8d39\u5e02\u573a\u53ef\u4ee5\u6839\u636e\u827a\u672f\u5bb6\u5206\u5272\u7684\u5047\u8bbe\u3002\u6bcf\u4e2a\u97f3\u4e50\u827a\u672f\u5bb6\u90fd\u6709\u81ea\u5df1\u72ec\u4e00\u65e0\u4e8c\u7684\u5fe0\u5b9e\u7c89\u4e1d\u3002\u672c\u6587\u5bf9\u6d41\u884c\u97f3\u4e50\u827a\u672f\u5bb6\u548c\u6b4c\u8ff7\u7684\u793e\u4f1a\u7f51\u7edc\u8fdb\u884c\u4e86\u6df1\u5165\u7684\u7814\u7a76\u3002\u7279\u522b\u662f\uff0c\u6211\u4eec\u5206\u522b\u7ec6\u5206\u6d41\u884c\u97f3\u4e50\u6d88\u8d39\u5e02\u573a\u548c\u6d41\u884c\u97f3\u4e50\u827a\u672f\u5bb6\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u7531\u4e8e\u201c\u9a6c\u592a\u6548\u5e94\u201d\u548c\u6d88\u8d39\u8005\u5e02\u573a\u7684\u6709\u9650\u591a\u6837\u6027\uff0c\u201c\u7c89\u4e1d\u7ecf\u6d4e\u201d\u5e76\u4e0d\u9002\u7528\u4e8e\u4e2d\u56fd\u7684\u6d41\u884c\u97f3\u4e50\u4ea7\u4e1a\u3002<\/span><\/p>\n


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    \u7ecf\u5178\u591a\u4f53\u7cfb\u7edf\u4e2d\u7684\u5f02\u5e38\u70ed\u8f93\u8fd0: <\/strong><\/span><\/p>\n

    \u6982\u8ff0\u4e0e\u5c55\u671b<\/strong><\/span><\/p>\n

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

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

    Anomalous heat transport in classical many-body systems: overview and perspectives<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=58612d56-f973-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    Giuliano Benenti,Stefano Lepri,Roberto Livi<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u672c\u6587\u65e8\u5728\u9610\u8ff0\u53cd\u5e38\u70ed\u6269\u6563\u7814\u7a76\u7684\u6700\u65b0\u6210\u679c\uff0c\u540c\u65f6\u6307\u51fa\u76ee\u524d\u5b58\u5728\u7684\u95ee\u9898\u548c\u7814\u7a76\u524d\u666f\u3002\u6211\u4eec\u7b80\u8981\u56de\u987e\u4e86\u4f4e\u7ef4\u7ecf\u5178\u975e\u8c10\u94fe\u73b0\u8c61\u7684\u4e3b\u8981\u7279\u5f81\uff0c\u5e76\u6982\u8ff0\u4e86\u6270\u52a8\u53ef\u79ef\u7cfb\u7edf\u4ee5\u53ca\u957f\u7a0b\u529b\u548c\u78c1\u573a\u6548\u5e94\u7684\u4e00\u4e9b\u6700\u65b0\u53d1\u5c55\u3002\u4ecb\u7ecd\u4e86\u7eb3\u7c73\u5c3a\u5ea6\u4e0b\u6750\u6599\u79d1\u5b66\u4e2d\u70ed\u4f20\u5bfc\u7684\u4e00\u4e9b\u7cbe\u9009\u5e94\u7528\u3002\u5728\u7b2c\u4e8c\u90e8\u5206\u4e2d\uff0c\u6211\u4eec\u8ba8\u8bba\u4e86\u53cd\u5e38\u4f20\u5bfc\u5bf9\u8026\u5408\u8f93\u8fd0\u7684\u4f5c\u7528\uff0c\u5e76\u63cf\u8ff0\u4e86\u5177\u6709\u53cd\u5e38(\u70ed)\u6269\u6563\u7684\u7cfb\u7edf\u5982\u4f55\u5728\u70ed\u7535\u6d41\u5230\u7c92\u5b50\u7535\u6d41\u7684\u8f6c\u6362\u8fc7\u7a0b\u4e2d\u5b9e\u73b0\u66f4\u597d\u7684\u529f\u7387\u6548\u7387\u5e73\u8861\u3002<\/span><\/p>\n


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    \u57fa\u4e8e\u7279\u5f81\u503c\u5206\u6790\u7684<\/strong><\/span><\/p>\n

    \u5ef6\u8fdf\u6cb9\u85cf\u8ba1\u7b97\u65b9\u6cd5\u6539\u8fdb<\/strong><\/span><\/p>\n

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

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    <\/h2>\n

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

    Improving Delay Based Reservoir Computing via Eigenvalue Analysis<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=36cc11a6-f96e-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    Felix K\u00f6ster,Serhiy Yanchuk,Kathy L\u00fcdge<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u901a\u8fc7\u6bd4\u8f83\u6570\u503c\u8ba1\u7b97\u7684\u67e5\u5168\u7387\u548c\u7279\u5f81\u503c\u8c31\uff0c\u5206\u6790\u4e86 Lang-Kobayashi \u7cfb\u7edf\u7684\u6c34\u5e93\u8ba1\u7b97\u80fd\u529b\u3002\u901a\u8fc7\u5bf9\u7279\u5f81\u503c\u8c31\u7684\u5206\u6790\uff0c\u8bc1\u660e\u4e86\u8fd9\u4e24\u4e2a\u91cf\u4e4b\u95f4\u5b58\u5728\u7740\u6df1\u523b\u7684\u8054\u7cfb\uff0c\u4ece\u800c\u53ef\u4ee5\u9884\u6d4b\u6cb9\u85cf\u7684\u8ba1\u7b97\u6027\u80fd\u3002\u6211\u4eec\u7684\u7ed3\u679c\u8868\u660e\uff0c\u4efb\u4f55\u7528\u4f5c\u50a8\u5c42\u7684\u52a8\u529b\u7cfb\u7edf\u90fd\u53ef\u4ee5\u7528\u8fd9\u79cd\u65b9\u6cd5\u6765\u5206\u6790\uff0c\u53ea\u8981\u50a8\u5c42\u6270\u52a8\u8db3\u591f\u5c0f\u3002\u5bf9\u4e8e\u7279\u5f81\u503c\u5b9e\u90e8\u63a5\u8fd1\u96f6\u548c\u865a\u90e8\u975e\u5171\u632f\u7684\u7cfb\u7edf\uff0c\u5f97\u5230\u4e86\u7cfb\u7edf\u7684\u6700\u4f18\u6027\u80fd\u3002<\/span><\/p>\n


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    \u52a8\u6001\u56fe\u5f62\u4e2d\u7684\u5b9e\u65f6\u6d41\u5f02\u5e38\u68c0\u6d4b<\/strong><\/span><\/p>\n

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

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

    Real-Time Streaming Anomaly Detection in Dynamic Graphs<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=0d3e64c0-f968-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    Siddharth Bhatia,Rui Liu,Bryan Hooi,Minji Yoon,Kijung Shin,Christos Faloutsos<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u7ed9\u5b9a\u4e00\u4e2a\u52a8\u6001\u56fe\u4e2d\u7684\u56fe\u8fb9\u6d41\uff0c\u6211\u4eec\u5982\u4f55\u4ee5\u5728\u7ebf\u65b9\u5f0f\u4e3a\u8fb9\u5206\u914d\u5f02\u5e38\u503c\uff0c\u4ee5\u4fbf\u5229\u7528\u5e38\u91cf\u65f6\u95f4\u548c\u5185\u5b58\u68c0\u6d4b\u5f02\u5e38\u884c\u4e3a\uff1f\u73b0\u6709\u7684\u65b9\u6cd5\u65e8\u5728\u68c0\u6d4b\u5355\u4e2a\u4ee4\u4eba\u60ca\u8bb6\u7684\u8fb9\u7f18\u3002\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa MIDAS\uff0c\u5b83\u4e13\u6ce8\u4e8e\u68c0\u6d4b\u5fae\u7c07\u5f02\u5e38\uff0c\u6216\u8005\u7a81\u7136\u51fa\u73b0\u7684\u8fb9\u7f18\u53ef\u7591\u7684\u76f8\u4f3c\u7ec4\uff0c\u6bd4\u5982\u6b65\u8c03\u4e00\u81f4\u7684\u884c\u4e3a\uff0c\u5305\u62ec\u7f51\u7edc\u6d41\u91cf\u6570\u636e\u4e2d\u7684\u5206\u5e03\u5f0f\u62d2\u7edd\u670d\u52a1\u653b\u51fb\u653b\u51fb\u3002\u6211\u4eec\u8fdb\u4e00\u6b65\u63d0\u51fa MIDAS-F\uff0c\u4ee5\u89e3\u51b3\u5f02\u5e38\u88ab\u7eb3\u5165\u5230\u7b97\u6cd5\u7684\u5185\u90e8\u72b6\u6001\u7684\u95ee\u9898\uff0c\u521b\u9020\u4e00\u4e2a\u201c\u4e2d\u6bd2\u201d\u6548\u5e94\uff0c\u53ef\u4ee5\u5141\u8bb8\u672a\u6765\u7684\u5f02\u5e38\u6f0f\u8fc7\u672a\u88ab\u53d1\u73b0\u3002MIDAS-F \u5f15\u5165\u4e86\u4e24\u4e2a\u4fee\u6539: 1)\u4fee\u6539\u5f02\u5e38\u8bc4\u5206\u51fd\u6570\uff0c\u4ee5\u51cf\u5c11\u65b0\u5230\u8fb9\u7684\u201c\u4e2d\u6bd2\u201d\u6548\u5e94; 2)\u5f15\u5165\u6761\u4ef6\u5408\u5e76\u6b65\u9aa4\uff0c\u5728\u6bcf\u6b21\u6ef4\u7b54\u540e\u66f4\u65b0\u7b97\u6cd5\u7684\u6570\u636e\u7ed3\u6784\uff0c\u4f46\u53ea\u6709\u5f53\u5f02\u5e38\u8bc4\u5206\u4f4e\u4e8e\u9608\u503c\u65f6\uff0c\u624d\u66f4\u65b0\u7b97\u6cd5\u7684\u6570\u636e\u7ed3\u6784\uff0c\u540c\u65f6\u51cf\u5c11\u201c\u4e2d\u6bd2\u201d\u6548\u5e94\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cMIDAS-F \u6bd4 MIDAS \u5177\u6709\u66f4\u9ad8\u7684\u7cbe\u5ea6\u3002MIDAS \u5177\u6709\u4ee5\u4e0b\u7279\u6027: (a)\u5b83\u68c0\u6d4b\u5fae\u96c6\u7fa4\u5f02\u5e38\uff0c\u540c\u65f6\u4e3a\u5176\u5047\u9633\u6027\u6982\u7387\u63d0\u4f9b\u7406\u8bba\u4fdd\u8bc1; (b)\u5b83\u662f\u5728\u7ebf\u7684\uff0c\u56e0\u6b64\u5728\u56fa\u5b9a\u65f6\u95f4\u548c\u56fa\u5b9a\u5185\u5b58\u4e2d\u5904\u7406\u6bcf\u4e2a\u8fb9\u7f18\uff0c\u5e76\u4e14\u5904\u7406\u6570\u636e\u7684\u901f\u5ea6\u6bd4\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\u5feb130\u81f3929\u500d; (c)\u5b83\u63d0\u4f9b\u6bd4\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\u9ad841% \u81f355% \u7684\u51c6\u786e\u7387(\u6309 ROC-AUC \u8ba1\u7b97)\u3002<\/span><\/p>\n


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


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u57fa\u4e8e\u6587\u672c\u7684\u5fc3\u7406\u5065\u5eb7\u652f\u6301\u4e2d<\/strong><\/span><\/p>\n

    \u79fb\u60c5\u8868\u8fbe\u7684\u8ba1\u7b97\u65b9\u6cd5\u7814\u7a76<\/strong><\/span><\/p>\n

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

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

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

    A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=0caadc64-f968-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    Ashish Sharma,Adam S. Miner,David C. Atkins,Tim Althoff<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u540c\u7406\u5fc3\u662f\u6210\u529f\u7684\u5fc3\u7406\u5065\u5eb7\u652f\u6301\u7684\u5173\u952e\u3002\u540c\u7406\u5fc3\u6d4b\u91cf\u4e3b\u8981\u53d1\u751f\u5728\u540c\u6b65\u7684\u3001\u9762\u5bf9\u9762\u7684\u8bbe\u7f6e\u4e2d\uff0c\u5e76\u4e14\u53ef\u80fd\u4e0d\u4f1a\u8f6c\u5316\u4e3a\u5f02\u6b65\u7684\u3001\u57fa\u4e8e\u6587\u672c\u7684\u4e0a\u4e0b\u6587\u3002\u56e0\u4e3a\u6570\u4ee5\u767e\u4e07\u8ba1\u7684\u4eba\u4f7f\u7528\u57fa\u4e8e\u6587\u672c\u7684\u5e73\u53f0\u6765\u83b7\u5f97\u5fc3\u7406\u5065\u5eb7\u652f\u6301\uff0c\u6240\u4ee5\u7406\u89e3\u540c\u7406\u5fc3\u5728\u8fd9\u4e9b\u60c5\u51b5\u4e0b\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u8ba1\u7b97\u65b9\u6cd5\u6765\u7406\u89e3\u540c\u7406\u5fc3\u662f\u5982\u4f55\u5728\u7f51\u7edc\u5fc3\u7406\u5065\u5eb7\u5e73\u53f0\u4e0a\u8868\u8fbe\u7684\u3002\u6211\u4eec\u53d1\u5c55\u4e86\u4e00\u4e2a\u65b0\u7684\u7edf\u4e00\u7684\u7406\u8bba\u57fa\u7840\u6846\u67b6\u6765\u63cf\u8ff0\u6587\u672c\u4f1a\u8bdd\u4e2d\u7684\u79fb\u60c5\u4ea4\u6d41\u3002\u6211\u4eec\u6536\u96c6\u5e76\u5171\u4eab\u4e00\u4e2a\u753110k (post\uff0cresponse)\u5bf9\u7ec4\u6210\u7684\u8bed\u6599\u5e93\uff0c\u8be5\u8bed\u6599\u5e93\u4f7f\u7528\u8fd9\u4e2a\u79fb\u60c5\u6846\u67b6\u6ce8\u91ca\uff0c\u5e76\u63d0\u4f9b\u4e86\u6ce8\u91ca\u7684\u652f\u6301\u8bc1\u636e(\u539f\u7406)\u3002\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u57fa\u4e8e roberta \u7684\u591a\u4efb\u52a1\u53cc\u7f16\u7801\u5668\u6a21\u578b\uff0c\u7528\u4e8e\u8bc6\u522b\u4f1a\u8bdd\u4e2d\u7684\u79fb\u60c5\u4f5c\u7528\uff0c\u5e76\u63d0\u53d6\u5176\u9884\u6d4b\u80cc\u540e\u7684\u7406\u7531\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u53ef\u4ee5\u6709\u6548\u5730\u8bc6\u522b\u79fb\u60c5\u5bf9\u8bdd\u3002\u6211\u4eec\u8fdb\u4e00\u6b65\u5e94\u7528\u8fd9\u4e2a\u6a21\u578b\u6765\u5206\u6790235k \u7684\u5fc3\u7406\u5065\u5eb7\u4e92\u52a8\uff0c\u5e76\u8868\u660e\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u7528\u6237\u4e0d\u4f1a\u81ea\u5b66\u79fb\u60c5\uff0c\u8fd9\u63ed\u793a\u4e86\u79fb\u60c5\u8bad\u7ec3\u548c\u53cd\u9988\u7684\u673a\u4f1a\u3002<\/span><\/p>\n


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


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u901a\u8fc7\u56e0\u679c\u63a8\u7406\u6846\u67b6\u7406\u89e3\u7f16\u8f91<\/strong><\/span><\/p>\n

    Tweets \u5bf9\u5a92\u4f53\u5206\u4eab\u65b0\u95fb\u7684\u5f71\u54cd<\/strong><\/span><\/p>\n

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

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

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

    Understanding Effects of Editing Tweets for News Sharing by Media Accounts through a Causal Inference Framework<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=02908cec-f968-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    Kunwoo Park,Haewoon Kwak,Jisun An,Sanjay Chawla<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u4e3a\u4e86\u83b7\u5f97\u66f4\u5e7f\u6cdb\u7684\u53d7\u4f17\u548c\u4f18\u5316\u65b0\u95fb\u6587\u7ae0\u7684\u6d41\u91cf\uff0c\u5a92\u4f53\u901a\u5e38\u8fd0\u884c\u793e\u4ea4\u5a92\u4f53\u8d26\u6237\uff0c\u5e76\u901a\u8fc7\u7b80\u77ed\u7684\u6587\u672c\u6458\u8981\u5206\u4eab\u5176\u5185\u5bb9\u3002\u5c3d\u7ba1\u5728\u5206\u4eab\u6587\u7ae0\u65f6\u5199\u51fa\u5f15\u4eba\u6ce8\u76ee\u7684\u4fe1\u606f\u975e\u5e38\u91cd\u8981\uff0c\u4f46\u7814\u7a76\u754c\u5bf9\u4e8e\u54ea\u4e9b\u7f16\u8f91\u7b56\u7565\u80fd\u591f\u6709\u6548\u4fc3\u8fdb\u53d7\u4f17\u53c2\u4e0e\u5e76\u6ca1\u6709\u8db3\u591f\u7684\u7406\u89e3\u3002\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u65e8\u5728\u586b\u8865\u5dee\u8ddd\uff0c\u901a\u8fc7\u5206\u6790\u76ee\u524d\u7684\u5a92\u4f53\u6e20\u9053\u4f7f\u7528\u6570\u636e\u9a71\u52a8\u7684\u65b9\u6cd5\u3002\u6211\u4eec\u9996\u5148\u5efa\u7acb\u4e00\u4e2a\u7531\u516b\u4e2a\u5a92\u4f53\u5171\u4eab\u7684\u539f\u59cb\u65b0\u95fb\u6587\u7ae0\u548c\u76f8\u5e94\u63a8\u6587\u7684\u5e73\u884c\u8bed\u6599\u5e93\u3002\u7136\u540e\uff0c\u6211\u4eec\u63a2\u8ba8\u8fd9\u4e9b\u5a92\u4f53\u5982\u4f55\u5bf9\u7167\u539f\u59cb\u6807\u9898\u7f16\u8f91\u63a8\u6587\uff0c\u4ee5\u53ca\u6548\u679c\u5982\u4f55\u3002\u4e3a\u4e86\u8bc4\u4f30\u7f16\u8f91\u65b0\u95fb\u6807\u9898\u5bf9\u53d7\u4f17\u53c2\u4e0e\u793e\u4f1a\u5a92\u4f53\u5206\u4eab\u7684\u5f71\u54cd\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u7cfb\u7edf\u7684\u5206\u6790\uff0c\u7ed3\u5408\u4e86\u56e0\u679c\u63a8\u7406\u6280\u672f\u548c\u6df1\u5ea6\u5b66\u4e60; \u4f7f\u7528\u503e\u5411\u8bc4\u5206\u5339\u914d\uff0c\u5b83\u5141\u8bb8\u8bc4\u4f30\u6f5c\u5728\u7684\u4f18\u52bf\u7f16\u8f91\u98ce\u683c\u76f8\u6bd4\uff0c\u53cd\u4e8b\u5b9e\u60c5\u51b5\u4e0b\uff0c\u7c7b\u4f3c\u7684\u65b0\u95fb\u6587\u7ae0\u5206\u4eab\u4e0e\u4e0d\u540c\u7684\u98ce\u683c\u3002\u6839\u636e\u5bf9\u5404\u79cd\u7f16\u8f91\u98ce\u683c\u7684\u5206\u6790\uff0c\u6211\u4eec\u62a5\u544a\u4e86\u5404\u79cd\u98ce\u683c\u7684\u5171\u540c\u548c\u4e0d\u540c\u7684\u5f71\u54cd\u3002\u4e3a\u4e86\u4e86\u89e3\u5404\u79cd\u7f16\u8f91\u98ce\u683c\u7684\u5f71\u54cd\uff0c\u5a92\u4f53\u6e20\u9053\u53ef\u4ee5\u5e94\u7528\u6211\u4eec\u7684\u6613\u4e8e\u4f7f\u7528\u7684\u5de5\u5177\u81ea\u5df1\u3002<\/span><\/p>\n


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


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u4e00\u79cd\u57fa\u4e8e\u4e2d\u95f4\u4e2d\u5fc3\u6027\u7684<\/strong><\/span><\/p>\n

    \u7f51\u7edc\u9ad8\u5c42\u6570\u636e\u5206\u7c7b\u7b97\u6cd5<\/strong><\/span><\/p>\n

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

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

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

    A Network-Based High-Level Data Classification Algorithm Using Betweenness Centrality<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=dd7ba914-f967-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    Esteban Vilca,Liang Zhao<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u6570\u636e\u5206\u7c7b\u662f\u4e00\u79cd\u4e3b\u8981\u7684\u673a\u5668\u5b66\u4e60\u8303\u5f0f\uff0c\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u89e3\u51b3\u5927\u91cf\u7684\u5b9e\u9645\u95ee\u9898\u3002\u4f20\u7edf\u7684\u6570\u636e\u5206\u7c7b\u6280\u672f\u53ea\u8003\u8651\u8f93\u5165\u6570\u636e\u7684\u7269\u7406\u7279\u5f81(\u5982\u8ddd\u79bb\u3001\u76f8\u4f3c\u5ea6\u6216\u5206\u5e03)\u3002\u7531\u4e8e\u8fd9\u4e2a\u539f\u56e0\uff0c\u8fd9\u4e9b\u88ab\u79f0\u4e3a textit { low-level }\u5206\u7c7b\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u4eba\u7c7b(\u52a8\u7269)\u5927\u8111\u540c\u65f6\u6267\u884c\u4f4e\u7ea7\u548c\u9ad8\u7ea7\u7684\u5b66\u4e60\u4efb\u52a1\uff0c\u5b83\u5177\u6709\u6839\u636e\u8f93\u5165\u6570\u636e\u7684\u8bed\u4e49\u610f\u4e49\u8bc6\u522b\u6a21\u5f0f\u7684\u80fd\u529b\u3002\u4e0d\u4ec5\u8003\u8651\u7269\u7406\u5c5e\u6027\u800c\u4e14\u8003\u8651\u6a21\u5f0f\u5f62\u6210\u7684\u6570\u636e\u5206\u7c7b\u79f0\u4e3a textit { high-level }\u5206\u7c7b\u3002\u5df2\u7ecf\u5f00\u53d1\u4e86\u51e0\u79cd\u9ad8\u7ea7\u5206\u7c7b\u6280\u672f\uff0c\u5b83\u4eec\u5229\u7528\u590d\u6742\u7684\u7f51\u7edc\u6765\u8868\u5f81\u6570\u636e\u6a21\u5f0f\uff0c\u5e76\u53d6\u5f97\u4e86\u53ef\u559c\u7684\u7ed3\u679c\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u7eaf\u7f51\u7edc\u7684\u9ad8\u7ea7\u5206\u7c7b\u6280\u672f\uff0c\u8be5\u6280\u672f\u4f7f\u7528\u4e86\u4e2d\u95f4\u4e2d\u5fc3\u6027\u5ea6\u91cf\u3002\u6211\u4eec\u5728\u4e5d\u4e2a\u4e0d\u540c\u7684\u5b9e\u9645\u6570\u636e\u96c6\u4e2d\u5bf9\u8be5\u6a21\u578b\u8fdb\u884c\u4e86\u6d4b\u8bd5\uff0c\u5e76\u4e0e\u5176\u4ed6\u4e5d\u4e2a\u4f20\u7edf\u7684\u548c\u8457\u540d\u7684\u5206\u7c7b\u6a21\u578b\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002\u7ed3\u679c\u8868\u660e\uff0c\u8be5\u7b97\u6cd5\u5177\u6709\u826f\u597d\u7684\u5206\u7c7b\u6027\u80fd\u3002<\/span><\/p>\n


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

    \n
    \n
    <\/p>\n

    \u5904\u7406\u65b0\u51a0\u80ba\u708e<\/strong><\/span>\u75ab\u82d7\u7684\u72b9\u8c6b\u4e0d\u51b3<\/strong><\/p>\n

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

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

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

    Not sure? Handling hesitancy of COVID-19 vaccines<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=4e535a94-f966-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    N. F. Johnson,N. Velasquez,R. Leahy,N. Johnson Restrepo,O. Jha,Y. Lupu<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u4ece\u7b2c\u4e00\u62792019\u51a0\u72b6\u75c5\u6bd2\u75be\u75c5\u75ab\u82d7\u6295\u653e\u5e02\u573a\u7684\u90a3\u4e00\u523b\u8d77\uff0c\u5168\u7403\u4eba\u53e3\u7684\u5f88\u5927\u4e00\u90e8\u5206\u5c31\u9700\u8981\u51c6\u5907\u5c31\u7eea\u3002\u56e0\u6b64\uff0c\u5f00\u59cb\u7ba1\u7406\u5168\u7403\u5bf9\u4efb\u4f55\u6b64\u7c7b2019\u51a0\u72b6\u75c5\u6bd2\u75be\u75c5\u75ab\u82d7\u65e5\u76ca\u589e\u957f\u7684\u72b9\u8c6b\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u76ee\u524d\u8bd5\u56fe\u8bf4\u670d\u201d\u4e0d\u201d\u7684\u65b9\u6cd5\u4e0d\u80fd\u591f\u5f88\u5feb\u5730\u53d1\u6325\u4f5c\u7528\uff0c\u76ee\u524d\u8bd5\u56fe\u53d1\u73b0\u3001\u5220\u9664\u548c\/\u6216\u9a73\u65a5\u6240\u6709\u5173\u4e8e COVID \u548c\u75ab\u82d7\u7684\u9519\u8bef\u4fe1\u606f\u7684\u653f\u7b56\u4e5f\u4e0d\u80fd\u5f88\u5feb\u5730\u53d1\u6325\u4f5c\u7528\u3002\u76f8\u53cd\uff0c\u6211\u4eec\u5c55\u793a\u4e86\u5982\u4f55\u4ee5\u4e00\u79cd\u66f4\u7b80\u5355\u7684\u65b9\u5f0f\u6765\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u5373\u4e0d\u518d\u8ffd\u9010\u9519\u8bef\u4fe1\u606f\u5185\u5bb9\uff0c\u800c\u662f\u4e13\u6ce8\u4e8e\u7ba1\u7406\u201c\u662f\u2014\u2014\u4e0d\u2014\u2014\u4e0d\u786e\u5b9a\u201d\u7684\u72b9\u8c6b\u4e0d\u51b3\u751f\u6001\u7cfb\u7edf\u3002<\/span><\/p>\n


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


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u57fa\u4e8e\u7279\u5f81\u5de5\u7a0b\u7684\u57ce\u5e02\u9053\u8def<\/strong><\/span><\/p>\n

    \u7f51\u6570\u636e\u9a71\u52a8\u4ea4\u901a\u72b6\u6001\u9884\u6d4b<\/strong><\/span><\/p>\n

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

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

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

    Feature Engineering for Data-driven Traffic State Forecast in Urban Road Networks<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=4b73e87a-f966-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    Felix Rempe,Klaus Bogenberger<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u5927\u591a\u6570\u4ea4\u901a\u72b6\u6001\u9884\u6d4b\u7b97\u6cd5\u5728\u5e94\u7528\u4e8e\u57ce\u5e02\u9053\u8def\u7f51\u7edc\u65f6\uff0c\u53ea\u8003\u8651\u76ee\u6807\u4f4d\u7f6e\u9644\u8fd1\u7684\u8fde\u63a5\u70b9\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u8f83\u957f\u671f\u7684\u9884\u6d4b\uff0c\u7f51\u7edc\u4e2d\u8f83\u8fdc\u7684\u94fe\u8def\u6216\u533a\u57df\u7684\u4e1a\u52a1\u72b6\u6001\u4e5f\u53ef\u671b\u4e3a\u6570\u636e\u9a71\u52a8\u7684\u7b97\u6cd5\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002\u672c\u6587\u7814\u7a76\u4e86\u4f7f\u7528\u4e00\u4e2a\u7f51\u7edc\u805a\u7c7b\u7b97\u6cd5\u548c\u4e00\u4e2a\u5927\u578b\u8f66\u961f\u6536\u96c6\u7684\u6d6e\u52a8\u8f66(FCD)\u7684\u4e00\u5e74\u671f\u671b\u3002\u9996\u5148\uff0c\u5c06\u805a\u7c7b\u7b97\u6cd5\u5e94\u7528\u5230\u6570\u636e\u4e2d\uff0c\u63d0\u53d6\u6155\u5c3c\u9ed1\u57ce\u5e02\u7f51\u7edc\u4e2d\u5bb9\u6613\u51fa\u73b0\u62e5\u585e\u7684\u533a\u57df;\u3002\u5229\u7528\u7edf\u8ba1\u5de5\u5177\u5bf9\u8fd9\u4e9b\u96c6\u7fa4\u5185\u90e8\u7684\u62e5\u585e\u7a0b\u5ea6\u8fdb\u884c\u4e86\u5206\u6790\u3002\u786e\u5b9a\u4e86\u6e05\u6670\u7684\u65f6\u7a7a\u62e5\u585e\u6a21\u5f0f\u548c\u805a\u7c7b\u533a\u57df\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002\u8fd9\u4e9b\u76f8\u5173\u6027\u88ab\u96c6\u6210\u5230\u4e00\u4e2a k- \u6700\u8fd1\u90bb(KNN)\u65c5\u884c\u65f6\u95f4\u9884\u6d4b\u7b97\u6cd5\u4e2d\u3002\u4e0e\u5176\u4ed6\u65b9\u6cd5\u76f8\u6bd4\uff0c\u8be5\u65b9\u6cd5\u53d6\u5f97\u4e86\u8f83\u597d\u7684\u6548\u679c\u3002\u7edf\u8ba1\u7ed3\u679c\u548c KNN \u9884\u6d4b\u5668\u7684\u6027\u80fd\u8868\u660e\uff0c\u8003\u8651\u7f51\u7edc\u6d41\u91cf\u662f\u9884\u6d4b\u5668\u7684\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u7279\u5f81\uff0c\u4e5f\u662f\u672a\u6765\u53d1\u5c55\u66f4\u7cbe\u786e\u7b97\u6cd5\u7684\u4e00\u6761\u6709\u5e0c\u671b\u7684\u9014\u5f84\u3002<\/span><\/p>\n


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


    <\/p>\n

    \n
    \n
    <\/p>\n

    \u89e3\u91ca\u793e\u4f1a\u91cd\u529b\u5b9a\u5f8b\u7684\u81ea\u7531\u5b9e\u7528\u65b0\u578b<\/strong><\/span><\/p>\n

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

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

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

    Free utility model for explaining the social gravity law<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=46c3fae0-f966-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    Hao Wang,Xiao-Yong Yan,Jinshan Wu<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u793e\u4f1a\u91cd\u529b\u89c4\u5f8b\u5e7f\u6cdb\u5b58\u5728\u4e8e\u4eba\u7c7b\u65c5\u6e38\u3001\u4eba\u53e3\u8fc1\u79fb\u3001\u5546\u54c1\u8d38\u6613\u3001\u4fe1\u606f\u4ea4\u6d41\u3001\u79d1\u5b66\u5408\u4f5c\u7b49\u9886\u57df\u3002\u4e3a\u4ec0\u4e48\u5728\u8bb8\u591a\u590d\u6742\u7684\u793e\u4f1a\u7cfb\u7edf\u4e2d\u5b58\u5728\u8fd9\u6837\u4e00\u4e2a\u7b80\u5355\u7684\u6cd5\u5219\u662f\u4e00\u4e2a\u6709\u8da3\u7684\u95ee\u9898\u3002\u5c3d\u7ba1\u6765\u81ea\u7edf\u8ba1\u7269\u7406\u3001\u590d\u6742\u7cfb\u7edf\u3001\u7ecf\u6d4e\u5b66\u548c\u4ea4\u901a\u79d1\u5b66\u7b49\u9886\u57df\u7684\u79d1\u5b66\u5bb6\u5df2\u7ecf\u89e3\u91ca\u4e86\u793e\u4f1a\u5f15\u529b\u5b9a\u5f8b\uff0c\u4f46\u662f\u4ecd\u7136\u7f3a\u4e4f\u5305\u62ec\u4e2a\u4f53\u76f8\u4e92\u4f5c\u7528\u548c\u6709\u9650\u7406\u6027\u8fd9\u4e24\u4e2a\u4e3b\u8981\u673a\u5236\u5728\u5185\u7684\u7406\u8bba\u89e3\u91ca\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u81ea\u7531\u6548\u7528\u6a21\u578b\uff0c\u4ece\u4e2a\u4eba\u9009\u62e9\u884c\u4e3a\u7684\u89d2\u5ea6\u6765\u89e3\u91ca\u793e\u4f1a\u91cd\u529b\u5b9a\u5f8b\u3002\u5176\u57fa\u672c\u5047\u8bbe\u662f\uff0c\u6709\u9650\u7406\u6027\u7684\u4e2a\u4f53\u4e4b\u95f4\u76f8\u4e92\u4f5c\u7528\uff0c\u5c06\u6743\u8861\u671f\u671b\u6548\u7528\u548c\u4fe1\u606f\u5904\u7406\u6210\u672c\uff0c\u4ee5\u6700\u5927\u5316\u81ea\u8eab\u7684\u6548\u7528\u3002\u4ee5\u5f80\u5bf9\u793e\u4f1a\u91cd\u529b\u89c4\u5f8b\u7684\u89e3\u91ca\uff0c\u5305\u62ec\u6700\u5927\u71b5\u6a21\u578b\u3001\u81ea\u7531\u6210\u672c\u6a21\u578b\u3001 Logit \u6a21\u578b\u548c\u76ee\u7684\u5730\u9009\u62e9\u535a\u5f08\u6a21\u578b\uff0c\u90fd\u662f\u6211\u4eec\u6a21\u578b\u4e0b\u7684\u7279\u4f8b\u3002\u8fdb\u4e00\u6b65\uff0c\u6211\u4eec\u5c06\u514d\u8d39\u6548\u7528\u6a21\u578b\u63a8\u5e7f\u5230\u865a\u62df\u7f51\u7edc\u548c\u5b9e\u9645\u4ea4\u901a\u7f51\u7edc\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u6709\u52a9\u4e8e\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3\u590d\u6742\u793e\u4f1a\u7cfb\u7edf\u4e2d\u7a7a\u95f4\u4e92\u52a8\u6a21\u5f0f\u7684\u6f5c\u5728\u673a\u5236\uff0c\u800c\u4e14\u4e3a\u7406\u89e3\u535a\u5f08\u8bba\u548c\u4ea4\u901a\u79d1\u5b66\u4e2d\u7684\u7528\u6237\u5747\u8861\u6a21\u578b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u65b0\u7684\u89c6\u89d2\u3002<\/span><\/p>\n


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

    \n
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    <\/p>\n

    \u6211\u4eec\u56e2\u7ed3\u4e00\u81f4: <\/strong><\/span><\/p>\n

    \u4f20\u9012\u56fe\u795e\u7ecf\u7f51\u7edc<\/strong><\/span><\/p>\n

    \u5728\u5927\u6d41\u884c\u9884\u6d4b\u4e2d\u7684\u5e94\u7528<\/strong><\/span><\/p>\n

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

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

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

    United We Stand: Transfer Graph Neural Networks for Pandemic Forecasting<\/span><\/h2>\n

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

    https:\/\/pattern.swarma.org\/paper?id=7c0c6308-f967-11ea-a32b-0242ac1a000a<\/span><\/p>\n

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

    George Panagopoulos,Giannis Nikolentzos,Michalis Vazirgiannis<\/span><\/p>\n


    <\/p>\n

    \u6458\u8981\uff1a<\/span><\/strong>\u6700\u8fd1\u7206\u53d1\u76842019\u51a0\u72b6\u75c5\u6bd2\u75be\u75c5\u5df2\u7ecf\u5f71\u54cd\u4e86\u5168\u4e16\u754c\u6570\u4ee5\u767e\u4e07\u8ba1\u7684\u4eba\uff0c\u5e76\u4e14\u5bf9\u5168\u7403\u7684\u533b\u7597\u4fdd\u5065\u63d0\u51fa\u4e86\u91cd\u5927\u7684\u6311\u6218\u3002\u4ece\u6d41\u611f\u5927\u6d41\u884c\u7684\u65e9\u671f\u5f00\u59cb\uff0c\u4eba\u4eec\u5c31\u6e05\u695a\u5730\u8ba4\u8bc6\u5230\uff0c\u5b83\u5177\u6709\u9ad8\u5ea6\u4f20\u67d3\u6027\uff0c\u4eba\u7c7b\u7684\u6d41\u52a8\u6027\u5927\u5927\u4fc3\u8fdb\u4e86\u5b83\u7684\u4f20\u64ad\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u4eba\u53e3\u8fc1\u79fb\u5bf92019\u51a0\u72b6\u75c5\u6bd2\u75be\u75c5\u4f20\u64ad\u7684\u5f71\u54cd\uff0c\u5e76\u5229\u7528\u56fe\u8868\u793a\u5b66\u4e60\u9886\u57df\u7684\u6700\u65b0\u8fdb\u5c55\u6765\u6355\u6349\u6f5c\u5728\u7684\u52a8\u6001\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u56fe\uff0c\u5176\u4e2d\u8282\u70b9\u5bf9\u5e94\u4e8e\u4e00\u4e2a\u56fd\u5bb6\u7684\u5730\u533a\uff0c\u8fb9\u6743\u91cd\u8868\u793a\u4eba\u7c7b\u4ece\u4e00\u4e2a\u5730\u533a\u5230\u53e6\u4e00\u4e2a\u5730\u533a\u7684\u6d41\u52a8\u6027\u3002\u7136\u540e\uff0c\u6211\u4eec\u4f7f\u7528\u56fe\u5f62\u795e\u7ecf\u7f51\u7edc\u6765\u9884\u6d4b\u672a\u6765\u75c5\u4f8b\u7684\u6570\u91cf\uff0c\u5c06\u63a7\u5236\u4f20\u64ad\u7684\u6f5c\u5728\u6269\u6563\u6a21\u5f0f\u7f16\u7801\u5230\u6211\u4eec\u7684\u5b66\u4e60\u6a21\u578b\u4e2d\u3002\u6b64\u5916\uff0c\u4e3a\u4e86\u89e3\u91ca\u6570\u91cf\u6709\u9650\u7684\u57f9\u8bad\u6570\u636e\uff0c\u6211\u4eec\u5229\u7528\u8be5\u6d41\u884c\u75c5\u5728\u5404\u56fd\u7684\u5f02\u6b65\u7206\u53d1\uff0c\u5e76\u4f7f\u7528\u4e00\u79cd\u57fa\u4e8e\u6a21\u578b\u4e0d\u53ef\u77e5\u5143\u5b66\u4e60\u7684\u65b9\u6cd5\uff0c\u5c06\u77e5\u8bc6\u4ece\u4e00\u4e2a\u56fd\u5bb6\u7684\u6a21\u578b\u8f6c\u79fb\u5230\u53e6\u4e00\u4e2a\u56fd\u5bb6\u7684\u6a21\u578b\u3002\u6211\u4eec\u6bd4\u8f83\u63d0\u51fa\u7684\u65b9\u6cd5\u4e0e\u7b80\u5355\u7684\u57fa\u7ebf\u548c\u66f4\u4f20\u7edf\u7684\u9884\u6d4b\u6280\u672f\u57283\u4e2a\u6b27\u6d32\u56fd\u5bb6\u3002\u5b9e\u9a8c\u7ed3\u679c\u8bc1\u660e\u4e86\u8be5\u65b9\u6cd5\u7684\u4f18\u8d8a\u6027\uff0c\u7a81\u51fa\u4e86 GNNs \u5728\u6d41\u884c\u75c5\u5b66\u9884\u6d4b\u4e2d\u7684\u5e94\u7528\u4ef7\u503c\u3002\u8f6c\u79fb\u5b66\u4e60\u63d0\u4f9b\u4e86\u6700\u597d\u7684\u6a21\u578b\uff0c\u7a81\u51fa\u8868\u660e\u5982\u679c\u5229\u7528\u8fc7\u53bb\/\u5e73\u884c\u7206\u53d1\u7684\u6570\u636e\uff0c\u5b83\u6709\u53ef\u80fd\u63d0\u9ad8\u4e8c\u6b21\u6ce2\u60c5\u51b5\u4e0b\u9884\u6d4b\u7684\u51c6\u786e\u6027\u3002<\/span><\/p>\n


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

    \n
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    \u6765\u6e90\uff1a\u96c6\u667a\u6591\u56fe<\/section>\n
    \u7f16\u8f91\uff1a\u738b\u5efa\u840d<\/section>\n<\/section>\n<\/blockquote>\n
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    <\/p>\n
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    <\/p>\n


    <\/p>\n

    \n
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    \u590d\u6742\u7cfb\u7edf\u524d\u6cbf\u6587\u732e\u4ea4\u6d41\u7fa4<\/strong><\/span><\/p>\n

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


    <\/p>\n

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


    <\/p>\n

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


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

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


    <\/p>\n

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

    \u7ade\u4e89 AI: \u7ade\u4e89\u53cd\u9988\u5982\u4f55\u5f71\u54cd\u673a\u5668\u5b66\u4e60 | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901213\u7bc7<\/span><\/strong><\/a>
    <\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

    \u57fa\u4e8e\u81ea\u6ce8\u610f\u673a\u5236\u7684\u6709\u5411\u7f51\u7edc\u65f6\u95f4\u94fe\u8def\u9884\u6d4b | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901225\u7bc7<\/span><\/strong><\/a>
    <\/p>\n

    \u7528\u4e8e\u4e09\u7ef4\u591a\u76ee\u6807\u8ddf\u8e2a\u7684\u56fe\u5f62\u795e\u7ecf\u7f51\u7edc | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901234\u7bc7<\/strong><\/a>
    <\/p>\n

    \u7ec4\u7ec7\u95f4\u4e13\u5229\u5bf9\u6297\u7f51\u7edc: \u516c\u53f8\u5982\u4f55\u5f62\u6210\u5bf9\u6297\u5173\u7cfb | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901213\u7bc7<\/strong><\/a>
    <\/p>\n

    \u65b0\u51a0\u75c5\u6bd2\u5927\u6d41\u884c\u4e2d\u7684Twitter\u56fd\u5bb6\u5f62\u8c61\uff1a\u4ee5\u4e2d\u56fd\u4e3a\u4f8b | \u7f51\u7edc\u79d1\u5b66\u8bba\u6587\u901f\u901211\u7bc7<\/strong><\/a>
    <\/p>\n

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


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

    \u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org
    <\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h2>\n

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

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    <\/section>\n

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


    <\/p>\n

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

    \n

    <\/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


    <\/p>\n

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

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