{"id":27762,"date":"2021-07-26T21:36:08","date_gmt":"2021-07-26T13:36:08","guid":{"rendered":"https:\/\/swarma.org\/?p=27762"},"modified":"2021-07-26T21:36:08","modified_gmt":"2021-07-26T13:36:08","slug":"%e2%80%8b%e4%b8%ad%e5%ad%a6%e7%94%9f%e5%a4%8d%e6%9d%82%e7%a7%91%e5%ad%a6%e5%a4%a7%e4%bc%9a%e5%90%af%e5%8a%a8%e6%8a%a5%e5%90%8d%ef%bc%9a%e5%8a%a8%e6%89%8b%e7%a7%91%e7%a0%94%e5%ae%9e%e8%b7%b5%ef%bc%8c","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=27762","title":{"rendered":"\u200b\u4e2d\u5b66\u751f\u590d\u6742\u79d1\u5b66\u5927\u4f1a\u542f\u52a8\u62a5\u540d\uff1a\u52a8\u624b\u79d1\u7814\u5b9e\u8df5\uff0c\u63a2\u7d22\u590d\u6742\u7cfb\u7edf"},"content":{"rendered":"
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    \u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u6559\u6388\uff0c\u73e0\u6d77\u6821\u533a\u590d\u6742\u7cfb\u7edf\u56fd\u9645\u79d1\u5b66\u4e2d\u5fc3\u4e3b\u4efb\uff0c\u56fd\u9645\u7cfb\u7edf\u4e0e\u63a7\u5236\u79d1\u5b66\u9662\u9662\u58eb\u3002\u66fe\u4efb\u56fd\u52a1\u9662\u5b66\u4f4d\u59d4\u5458\u4f1a\u7cfb\u7edf\u79d1\u5b66\u5b66\u79d1\u8bc4\u8bae\u7ec4\u53ec\u96c6\u4eba\uff1b\u6559\u80b2\u90e8\u9ad8\u7b49\u5b66\u6821\u6559\u5b66\u6307\u5bfc\u59d4\u5458\u4f1a\u7ba1\u7406\u79d1\u5b66\u4e0e\u5de5\u7a0b\u7c7b\u4e13\u4e1a\u59d4\u5458\u4f1a\u59d4\u5458\uff1b\u4e2d\u56fd\u7cfb\u7edf\u5de5\u7a0b\u5b66\u4f1a\u526f\u7406\u4e8b\u957f\uff1b\u4e2d\u56fd\u6307\u6325\u4e0e\u63a7\u5236\u5b66\u4f1a\u590d\u6742\u7f51\u7edc\u4e13\u4e1a\u59d4\u5458\u4f1a\u526f\u4e3b\u4efb\u7b49\u3002\u4e3b\u8981\u7814\u7a76\u9886\u57df\u4e3a\u7cfb\u7edf\u7406\u8bba\u4e0e\u5e94\u7528\u3001\u5927\u6570\u636e\u5206\u6790\u3001\u590d\u6742\u7f51\u7edc\u53ca\u5176\u5728\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u7b49\u30022016\u5e74\u7531\u4e8e\u5728\u590d\u6742\u7cfb\u7edf\u5206\u6790\u3001\u590d\u6742\u7f51\u7edc\u7b49\u65b9\u9762\u7684\u6210\u5c31\u83b7\u4e2d\u56fd\u7cfb\u7edf\u5de5\u7a0b\u5b66\u4f1a\u7b2c\u4e09\u5c4a\u7cfb\u7edf\u79d1\u5b66\u4e0e\u7cfb\u7edf\u5de5\u7a0b\u79d1\u5b66\u6280\u672f\u5956\u7406\u8bba\u8d21\u732e\u5956\u3002<\/span><\/section>\n
    \u4e2a\u4eba\u4e3b\u9875\uff1a<\/span>https:\/\/sss.bnu.edu.cn\/~zdi\/<\/span><\/section>\n

    <\/section>\n
    \u8bb2\u5ea7\u5185\u5bb9<\/span><\/strong><\/section>\n
    \u572820\u4e16\u7eaa\u79d1\u5b66\u53d1\u5c55\u7684\u57fa\u7840\u4e0a\uff0c\u8d85\u8d8a\u8fd8\u539f\u8bba\uff0c\u63a2\u7d22\u590d\u6742\u7cfb\u7edf\u6d8c\u73b0\u6027\uff0c\u53d1\u5c55\u7cfb\u7edf\u79d1\u5b66\uff0c\u5df2\u6210\u4e3a21\u4e16\u7eaa\u79d1\u5b66\u63a2\u7d22\u7684\u91cd\u8981\u9886\u57df\u3002\u5728\u8fd9\u4e00\u65b9\u5411\u4e0a\u7684\u79d1\u5b66\u53d1\u5c55\u8868\u660e\uff0c\u7eb7\u7e41\u591a\u6837\u7684\u590d\u6742\u73b0\u8c61\u80cc\u540e\uff0c\u53ef\u80fd\u5b58\u5728\u7740\u7b80\u5355\u7684\u3001\u666e\u9002\u7684\u89c4\u5f8b\u3002\u63a2\u7d22\u5404\u7c7b\u7cfb\u7edf\u7684\u7ed3\u6784\u3001\u73af\u5883\u4e0e\u529f\u80fd\u7684\u666e\u9002\u5173\u7cfb\u4ee5\u53ca\u6f14\u5316\u4e0e\u8c03\u63a7\u7684\u4e00\u822c\u89c4\u5f8b\uff0c\u5e76\u5728\u7cfb\u7edf\u8303\u5f0f\u7684\u57fa\u7840\u4e0a\u5f62\u6210\u79d1\u5b66\u8ba4\u8bc6\uff0c\u662f\u7cfb\u7edf\u79d1\u5b66\u7814\u7a76\u7684\u91cd\u8981\u4efb\u52a1\u3002\u672c\u62a5\u544a\u5728\u4ecb\u7ecd\u7cfb\u7edf\u79d1\u5b66\u57fa\u672c\u79d1\u5b66\u5185\u6db5\u7684\u57fa\u7840\u4e0a\uff0c\u7ed3\u5408\u5fc3\u810f\u52a8\u529b\u5b66\u7b49\u76f8\u5173\u7814\u7a76\u6210\u679c\uff0c\u4ecb\u7ecd\u7cfb\u7edf\u79d1\u5b66\u7814\u7a76\u7684\u57fa\u672c\u7ebf\u8def\uff0c\u5c55\u73b0\u5404\u9886\u57df\u590d\u6742\u73b0\u8c61\u80cc\u540e\u7684\u666e\u9002\u6027\u89c4\u5f8b\u3002<\/span><\/section>\n

    <\/section>\n

    <\/section>\n
    \u7f24\u7eb7\u591a\u5f69\u7684\u590d\u6742\u7f51\u7edc<\/span><\/strong><\/span><\/section>\n

    <\/span><\/strong><\/span><\/section>\n
    \u9648\u5173\u8363<\/span><\/strong><\/section>\n
    <\/section>\n
    \u9999\u6e2f\u57ce\u5e02\u5927\u5b66\u8bb2\u5ea7\u6559\u6388\uff0c \u5317\u4eac\u5927\u5b66\u957f\u6c5f\u8bb2\u5ea7\u6559\u6388\u30021981\u5e74\u83b7\u5e7f\u5dde\u4e2d\u5c71\u5927\u5b66\u8ba1\u7b97\u6570\u5b66\u7855\u58eb\u5b66\u4f4d\uff0c1987\u5e74\u83b7\u7f8e\u56fdTexas A&M \u5927\u5b66\u5e94\u7528\u6570\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u5176\u540e\u5728\u7f8e\u56fdRice\u548cHouston\u5927\u5b66\u4efb\u6559\u3002\u81ea2000\u5e74\u8d77\uff0c\u4ed6\u63a5\u53d7\u9999\u6e2f\u57ce\u5e02\u5927\u5b66\u8bb2\u5ea7\u6559\u6388\u804c\u4f4d\u5de5\u4f5c\u81f3\u4eca\u3002\u9648\u5173\u8363\u6559\u6388\u4e8e1997\u5e74\u88ab\u9009\u4e3aIEEE Fellow\uff0c2008\u5e74\u30012012\u5e74\u548c2016\u5e74\u5206\u522b\u83b7\u5f97\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u4e8c\u7b49\u5956\uff0c2011\u5e74\u83b7\u4fc4\u7f57\u65af\u5723\u5f7c\u5f97\u5821\u56fd\u7acb\u5927\u5b66\u6388\u4e88\u8363\u8a89\u535a\u58eb\u5b66\u4f4d\u548c\u4fc4\u7f57\u65af\u6b27\u62c9\u57fa\u91d1\u4f1a\u9881\u53d1\u6b27\u62c9\u91d1\u8d28\u5956\u7ae0\uff0c2014\u5e74\u83b7\u6cd5\u56fd\u8bfa\u66fc\u5e95\u5927\u5b66\u6388\u4e88\u8363\u8a89\u535a\u58eb\u5b66\u4f4d\u5e76\u5f53\u9009\u4e3a\u6b27\u6d32\u79d1\u5b66\u9662\u9662\u58eb\uff0c2015\u5e74\u5f53\u9009\u4e3a\u53d1\u5c55\u4e2d\u56fd\u5bb6\u79d1\u5b66\u9662\u9662\u58eb\u3002\u957f\u671f\u4ece\u4e8b\u975e\u7ebf\u6027\u52a8\u529b\u7cfb\u7edf\u5206\u6790\u4e0e\u63a7\u5236\u4ee5\u53ca\u590d\u6742\u7f51\u7edc\u7814\u7a76\u3002<\/span><\/section>\n
    \u4e2a\u4eba\u4e3b\u9875\uff1a<\/span><\/section>\n
    <\/span>http:\/\/www.ee.cityu.edu.hk\/~gchen\/brief.html<\/span><\/section>\n

    <\/section>\n
    \u8bb2\u5ea7\u5185\u5bb9<\/span><\/strong><\/section>\n
    \u6211\u4eec\u751f\u6d3b\u5728\u7f24\u7eb7\u591a\u5f69\u7684\u7f51\u7edc\u4e16\u754c\u4e2d\u3002\u4ece\u79d1\u5b66\u7684\u89d2\u5ea6\u770b\uff0c\u7f51\u7edc\u79d1\u5b66\u6d89\u53ca\u5de5\u7a0b\u3001\u7269\u7406\u3001\u6570\u5b66\u3001\u751f\u7269\u3001\u8ba1\u7b97\u673a\u4ee5\u81f3\u91d1\u878d\u7ecf\u6d4e\u548c\u793e\u4f1a\u79d1\u5b66\uff0c\u5176\u5f71\u54cd\u5e7f\u6cdb\u800c\u6df1\u8fdc\u3002\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u7684\u5178\u578b\u5bf9\u8c61\u5305\u62ec\u4e92\u8054\u7f51\u3001\u65e0\u7ebf\u901a\u4fe1\u7f51\u3001\u4ea4\u901a\u7f51\u3001\u7269\u6d41\u7f51\u3001\u751f\u7269\u751f\u6001\u7f51\u3001\u8111\u795e\u7ecf\u7f51\u3001\u91d1\u878d\u7ecf\u6d4e\u7f51\u3001\u793e\u4f1a\u5173\u7cfb\u7f51\u7b49\u7b49\u3002\u5173\u4e8e\u5404\u79cd\u590d\u6742\u7f51\u7edc\u7684\u57fa\u672c\u7406\u8bba\u53ca\u5176\u5de5\u7a0b\u6280\u672f\u5e94\u7528\u7684\u7814\u7a76\u65b9\u5174\u672a\u827e\uff0c\u6b63\u5728\u5e7f\u6cdb\u6df1\u5165\u5c55\u5f00\u548c\u5ef6\u4f38\u53d1\u5c55\u3002<\/span><\/section>\n

    <\/span><\/section>\n
    \u6211\u4eec\u5c06\u7b80\u5355\u56de\u987e\u7f51\u7edc\u79d1\u5b66\u8fd9\u95e8\u4ea4\u53c9\u5b66\u79d1\u7684\u5f62\u6210\u3001\u53d1\u5c55\u548c\u73b0\u72b6\uff0c\u7b80\u5355\u4ecb\u7ecd\u4e24\u79cd\u5178\u578b\u590d\u6742\u7f51\u7edc\u6a21\u578b\u53ca\u5176\u57fa\u672c\u6982\u5ff5\u548c\u7279\u5f81\uff0c\u5e76\u4ee5\u6280\u672f\u3001\u751f\u7269\u548c\u793e\u4f1a\u7f51\u7edc\u4e3a\u4f8b\u5b50\u89e3\u91ca\u8fd9\u4e9b\u6a21\u578b\u3001\u6982\u5ff5\u548c\u5e94\u7528\uff0c\u4ece\u4e2d\u5c55\u793a\u4e00\u4e9b\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u7684\u524d\u6cbf\u548c\u8fdc\u666f\uff0c\u542f\u53d1\u540c\u5b66\u4eec\u601d\u8003\u5982\u4f55\u628a\u7f51\u7edc\u77e5\u8bc6\u4e0e\u81ea\u5df1\u7684\u751f\u6d3b\u548c\u5b66\u4e60\u76f8\u7ed3\u5408\uff0c\u5e76\u5f00\u59cb\u63a2\u8ba8\u7f51\u7edc\u79d1\u5b66\u7814\u7a76\u548c\u5e94\u7528\u3002<\/span><\/section>\n

    <\/section>\n

    <\/section>\n
    \u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b80\u4ecb<\/span><\/strong><\/span><\/section>\n

    <\/span><\/strong><\/span><\/section>\n
    \u738b\u6210\u519b<\/span><\/strong><\/section>\n
    <\/section>\n
    \u535a\u58eb\u6bd5\u4e1a\u4e8e\u9999\u6e2f\u57ce\u5e02\u5927\u5b66\u5a92\u4f53\u4e0e\u4f20\u64ad\u7cfb\uff0c\u73b0\u4efb\u5357\u4eac\u5927\u5b66\u65b0\u95fb\u4f20\u64ad\u5b66\u9662\u526f\u6559\u6388\uff08\u535a\u58eb\u751f\u5bfc\u5e08\uff09\u3001\u8ba1\u7b97\u4f20\u64ad\u5b66\u5b9e\u9a8c\u4e2d\u5fc3\u4e3b\u4efb\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u6210\u5458\uff0c\u517c\u4efb\u9999\u6e2f\u57ce\u5e02\u5927\u5b66\u4e92\u8054\u7f51\u6316\u6398\u5b9e\u9a8c\u5ba4\u7814\u7a76\u5458\uff1b\u66fe\u4efb\u4e2d\u56fd\u65b0\u95fb\u53f2\u5b66\u4f1a\u8ba1\u7b97\u4f20\u64ad\u5b66\u4e13\u59d4\u4f1a\u79d8\u4e66\u957f\uff082018-2020\uff09\u3002\u738b\u6210\u519b\u81f4\u529b\u4e8e\u91c7\u7528\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u89c6\u89d2\u7814\u7a76\u4eba\u7c7b\u4f20\u64ad\u884c\u4e3a\uff0c\u5185\u5bb9\u5305\u62ec\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u4fe1\u606f\u6269\u6563\u3001\u6ce8\u610f\u529b\u6d41\u52a8\u548c\u8ba1\u7b97\u53d9\u4e8b\uff0c\u7814\u7a76\u6210\u679c\u53d1\u8868\u4e8eSSCI\u548cSCI\u7d22\u5f15\u7684\u671f\u520a\uff0c\u4f8b\u5982Internet Research\u3001Cyberpsychology\u3001Telematics and Informatics\u3002\u5408\u8457\u300a\u8ba1\u7b97\u4f20\u64ad\u5b66\u5bfc\u8bba\u300b(2018)\u3001\u300a\u793e\u4ea4\u7f51\u7edc\u4e0a\u7684\u8ba1\u7b97\u4f20\u64ad\u5b66\u300b(2015)\u3001\u53c2\u4e0e\u7ffb\u8bd1\u300a\u793e\u4f1a\u7f51\u7edc\u5206\u6790\uff1a\u65b9\u6cd5\u4e0e\u5b9e\u8df5\u300b(2013)\u30022014\u5e74\u521b\u5efa\u8ba1\u7b97\u4f20\u64ad\u7f51\u3002\u4e3b\u8981\u8bb2\u6388\u300a\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u5bfc\u8bba\u300b\uff08\u672c\u79d1\u8bfe\u7a0b\uff09\u3001\u300a\u5927\u6570\u636e\u6316\u6398\u4e0e\u5206\u6790\u300b\uff08\u7855\u58eb\u8bfe\u7a0b\uff09\u3001\u300a\u8ba1\u7b97\u4f20\u64ad\u7814\u7a76\u65b9\u6cd5\u300b\uff08\u535a\u58eb\u8bfe\u7a0b\uff09\u7b49\u8bfe\u7a0b\u3002<\/span><\/section>\n

    <\/section>\n
    \u8bb2\u5ea7\u5185\u5bb9<\/span><\/strong><\/section>\n
    \u5927\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u4e3a\u793e\u4f1a\u79d1\u5b66\u63d2\u4e0a\u4e86\u8ba1\u7b97\u7684\u7fc5\u8180\u3002\u5728\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\uff0c\u5982\u4f55\u7406\u89e3\u4eba\u7c7b\u793e\u4f1a\u6240\u9762\u4e34\u95ee\u9898\uff1f\u672c\u6b21\u8bb2\u5ea7\u5c06\u4ece\u82f1\u96c4\u7684\u65c5\u7a0b\u5f00\u59cb\u8bb2\u8d77\uff0c\u91cd\u7533\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u5e94\u8be5\u6709\u7684\u4e00\u79cd\u8ba4\u8bc6\u8bba\uff1a\u4ee5\u81ea\u5df1\u4f5c\u4e3a\u65b9\u6cd5\uff0c\u8ba4\u8bc6\u4eba\u7c7b\u81ea\u8eab\uff0c\u70b9\u71c3\u5185\u5fc3\u706b\u7130\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u672c\u6b21\u8bb2\u5ea7\u5c06\u4ecb\u7ecd\u4e09\u4e2a\u65b9\u9762\u7684\u95ee\u9898\uff1a1. \u8ba1\u7b97\u4e2d\u5fc3\u7684\u903b\u8f91\uff1b2. \u6570\u636e\u79d1\u5b66\u7684\u7f16\u7a0b\u5de5\u5177\uff1b3. \u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7684\u6848\u4f8b\u3001\u65b9\u6cd5\u548c\u95ee\u9898\u3002<\/span><\/section>\n

    <\/section>\n

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    \u57ce\u5e02\u79d1\u5b66<\/span><\/strong><\/section>\n

    <\/span><\/strong><\/section>\n
    \u674e\u777f\u742a<\/span><\/strong><\/section>\n
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    \u5317\u4eac\u5316\u5de5\u5927\u5b66\u4fe1\u606f\u5b66\u9662\u526f\u6559\u6388\uff0c\u57ce\u5e02\u7f51\u7edc\u5b9e\u9a8c\u5ba4\u4e3b\u4efb\uff0c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u535a\u58eb\uff0c\u535a\u58eb\u671f\u95f4\u5728MIT\u5e02\u653f\u73af\u5883\u5de5\u7a0b\u7cfb\u4e0eBoston University\u7269\u7406\u7cfb\u8fdb\u884c\u535a\u58eb\u8054\u5408\u57f9\u517b\uff0c\u672c\u79d1\u5c31\u8bfb\u4e8e\u7535\u5b50\u79d1\u6280\u5927\u5b66\u56fd\u9645\u5316\u8f6f\u4ef6\u4eba\u624d\u5b9e\u9a8c\u73ed\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u57ce\u5e02\u79d1\u5b66\u3001\u590d\u6742\u7f51\u7edc\u4e0e\u6d41\u884c\u75c5\u4f20\u64ad\u52a8\u529b\u5b66\u3002\u76ee\u524d\u53d1\u8868SCI\u3001SSCI\u8bba\u6587\u8fd1\u4e8c\u5341\u7bc7\uff0c\u5f15\u7528340\u4f59\u6b21\uff0c\u76f8\u5e94\u5de5\u4f5c\u53d1\u8868\u5728\u300a\u81ea\u7136\u300b\u5b50\u520aNature Communications\u3001Physical Review E\u3001Scientific Reports\u3001IEEE Access\u3001Journal of Cleaner Productions\u3001Computer, Environment and Urban Systems\u3001Chinese Physics B\u3001Sensors\u3001PLoS One\u3001Physica A\u7b49SCI\u4e0eSSCI\u671f\u520a\uff0c\u5e76\u5728Statphys25\/26\u3001Conference of Complex Systems (CCS)\u3001NetSci\u3001NetSciX\u7b49\u591a\u4e2a\u56fd\u9645\u5927\u4f1a\u4e0a\u4f5c\u62a5\u544a\uff0c\u66fe\u8363\u83b7\u7b2c\u5341\u4e8c\u5c4a\u793e\u4f1a\u7f51\u4e0e\u793e\u4f1a\u8d44\u672c\u7814\u7a76\u5e74\u4f1a\u6700\u4f73\u8bba\u6587\u5956\u3002\u76ee\u524d\u662f\u4e2d\u56fd\u7cfb\u7edf\u5de5\u7a0b\u5b66\u4f1a\u7cfb\u7edf\u7406\u8bba\u4e13\u59d4\u4f1a\u59d4\u5458\uff0cNature Human Behaviour\u3001Expert Systems with Applications\u3001Scientific Reports\u3001Technological Forecasting & Social Change\u3001Habitat International\u3001Cities\u3001IEEE Access\u3001TheWebConf (former WWW)\u3001IEEE VIS\u3001CCS\u3001PLoS One\u3001Physica A\u3001IJMPC\u3001Journal of Systems Science and Complexity\u7b49SCI\u3001SSCI\u671f\u520a\u4e0e\u91cd\u8981\u5b66\u672f\u4f1a\u8bae\u7684\u5ba1\u7a3f\u4eba\u6216\u7a0b\u5e8f\u59d4\u5458\u4f1a\u6210\u5458\u3002<\/span><\/section>\n

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    <\/span><\/section>\n
    \u57ce\u5e02\u5f53\u4e2d\u5ddd\u6d41\u4e0d\u606f\u7684\u4eba\u7fa4\u3001\u9519\u7efc\u590d\u6742\u7684\u9053\u8def\u3001\u6d41\u5149\u6ea2\u5f69\u7684\u706f\u706b\uff0c\u5b83\u4eec\u5404\u81ea\u6709\u4e9b\u600e\u8981\u6837\u7684\u89c4\u5f8b\uff1f\u5b83\u4eec\u4e4b\u95f4\u662f\u5426\u53c8\u4f1a\u6709\u9690\u85cf\u7740\u7684\u5185\u5728\u5173\u8054\uff1f\u52a8\u6001\u7684\u8f66\u6d41\u4e0e\u9759\u6001\u7684\u8def\u7f51\u5982\u4f55\u5171\u540c\u5f71\u54cd\u57ce\u5e02\u7684\u6548\u7387\uff1f\u65f6\u800c\u5806\u79ef\u904d\u5730\u3001\u65f6\u800c\u8e2a\u8ff9\u96be\u5bfb\u7684\u5171\u4eab\u5355\u8f66\u53c8\u53ef\u80fd\u5b58\u5728\u7740\u600e\u6837\u6709\u8da3\u7684\u5185\u5728\u89c4\u5f8b\uff1f\u5927\u6570\u636e\u80fd\u4e3a\u6211\u4eec\u7406\u89e3\u57ce\u5e02\u63d0\u4f9b\u600e\u6837\u7684\u89c6\u89d2\u548c\u52a9\u529b\uff1f\u4eba\u5de5\u667a\u80fd\u53c8\u53ef\u80fd\u4f1a\u600e\u6837\u6539\u53d8\u6211\u4eec\u7684\u57ce\u5e02\u7a7a\u95f4\uff1f<\/span><\/section>\n

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    \u4ece\u7b80\u5355\u89c4\u5219\u5230\u81ea\u52a8\u5efa\u6a21\u2014\u2014\u590d\u6742\u7cfb\u7edf\u5efa\u6a21\u7b80\u4ecb<\/strong><\/span><\/section>\n

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    \u5317\u4eac\u5e08\u8303\u5927\u5b66\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u521b\u59cb\u4eba\uff0c\u96c6\u667a\u5b66\u56ed\u521b\u59cb\u4eba\u3002\u7814\u7a76\u65b9\u5411\u5305\u62ec\u590d\u6742\u7f51\u7edc\u4e0e\u673a\u5668\u5b66\u4e60\u3001\u590d\u6742\u7cfb\u7edf\u5206\u6790\u4e0e\u5efa\u6a21\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3002\u76ee\u524d\u4e3b\u8981\u7684\u7814\u7a76\u8bfe\u9898\u662f\u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u3002<\/span><\/section>\n
    \u4e2a\u4eba\u4e3b\u9875\uff1a<\/span>https:\/\/jake.swarma.org\/<\/span><\/section>\n

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    \u8bb2\u5ea7\u5185\u5bb9<\/span><\/strong><\/section>\n
    \u8981\u7406\u89e3\u771f\u5b9e\u590d\u6742\u7cfb\u7edf\uff0c\u5efa\u7acb\u8ba1\u7b97\u673a\u4e2d\u7684\u6a21\u578b\u662f\u4e00\u79cd\u6781\u4e3a\u91cd\u8981\u7684\u624b\u6bb5\u3002\u672c\u8bb2\u5ea7\u5c06\u4ecb\u7ecd\u4e24\u79cd\u590d\u6742\u7cfb\u7edf\u5efa\u6a21\u7684\u65b9\u5f0f\uff0c\u4e00\u79cd\u662f\u6839\u636e\u4eba\u7c7b\u7684\u7ecf\u9a8c\uff0c\u62bd\u8c61\u51fa\u590d\u6742\u7cfb\u7edf\u5e95\u5c42\u7684\u76f8\u4e92\u4f5c\u7528\u89c4\u5219\u548c\u884c\u4e3a\u89c4\u5f8b\uff0c\u4ece\u800c\u6784\u5efa\u6a21\u578b\uff1b\u53e6\u4e00\u79cd\u5219\u662f\u4ece\u771f\u5b9e\u590d\u6742\u7cfb\u7edf\u7684\u89c2\u6d4b\u6570\u636e\u51fa\u53d1\uff0c\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u53cd\u63a8\u51fa\u590d\u6742\u7cfb\u7edf\u7684\u8fd0\u884c\u673a\u7406\u3002\u6211\u4eec\u6bd4\u8f83\u4e86\u8fd9\u4e24\u79cd\u5efa\u6a21\u65b9\u5f0f\u7684\u4f18\u52a3\u3002<\/span><\/section>\n

    <\/section>\n
    \u63a8\u8350\u5b66\u4e60\uff1a<\/span><\/strong><\/section>\n
    ComplexityAI<\/sup>: \u590d\u6742\u7cfb\u7edf\u81ea\u52a8\u5efa\u6a21\u7efc\u8ff0\u4e0e\u5c55\u671b2021\uff1ahttps:\/\/pattern.swarma.org\/path?id=131<\/span><\/section>\n
    \u590d\u6742\u7f51\u7edc\u52a8\u529b\u5b66\u7cfb\u7edf\u91cd\u6784\u6587\u732e\uff1a<\/span><\/section>\n
    https:\/\/pattern.swarma.org\/path?id=28<\/span><\/section>\n

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    \u8bba\u6587\u5199\u4f5c<\/span><\/strong><\/section>\n
    \u5206\u4eab\u4eba\uff1a<\/span>\u674e\u777f\u742a<\/span>
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    \u8bb2\u5ea7\u5185\u5bb9<\/span><\/strong><\/section>\n
    \u672c\u6b21\u5206\u4eab\u5c06\u4ece\u79d1\u5b66\u8bba\u6587\u7684\u5386\u53f2\u3001\u79d1\u5b66\u8bba\u6587\u5199\u4f5c\u7684\u76ee\u6807\u4e0e\u4f5c\u7528\u3001\u6295\u7a3f\u671f\u520a\u7684\u9009\u62e9\u3001\u8bba\u6587\u4e00\u822c\u7684\u7ed3\u6784\u53ca\u6bcf\u90e8\u5206\u7684\u5199\u4f5c\u8981\u70b9\u8fdb\u884c\u8bb2\u89e3\uff0c\u5e76\u4f1a\u6839\u636e\u5177\u4f53\u7684\u8bba\u6587\u6765\u8fdb\u884c\u7ec6\u81f4\u89e3\u8bfb\u3002<\/span><\/section>\n

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    \u738b\u6210\u519b\uff1a\u8ba1\u7b97\u793e\u4f1a\u4e13\u9898<\/span><\/strong><\/span><\/section>\n
    \u7814\u7a76\u8bfe\u9898\u4e00\uff1a\u57fa\u4e8e\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u9884\u6d4b\u5317\u4eac\u7684\u96fe\u973e<\/span><\/strong><\/section>\n
    \u6570\u636e\u6765\u6e90\uff1ahttps:\/\/archive.ics.uci.edu\/ml\/datasets\/Beijing+PM2.5+Data\uff0c\u6b64\u6570\u636e\u5305\u62ec\u65e5\u671f\u3001PM2.5 \u6d53\u5ea6\uff0c\u4ee5\u53ca\u5929\u6c14\u4fe1\u606f\uff0c\u5305\u62ec\u9732\u70b9\u3001\u6e29\u5ea6\u3001\u6c14\u538b\u3001\u98ce\u5411\u3001\u98ce\u901f\u548c\u964d\u6c34\u65f6\u957f\u3002<\/span><\/section>\n
    \u53c2\u8003\u8d44\u6599\uff1a<\/span><\/section>\n
    [1] Liang, X., Zou, T., Guo, B., Li, S., Zhang, H., Zhang, S., Huang, H. and Chen, S. X. (2015). Assessing Beijing’s PM2.5 pollution: severity, weather impact, APEC and winter heating. Proceedings of the Royal Society A, 471, 20150257.<\/span><\/section>\n
    [2] \u4ee3\u7801\u53c2\u8003\uff1ahttps:\/\/pytorch-forecasting.readthedocs.io\/en\/latest\/tutorials\/stallion.html<\/span><\/section>\n

    <\/section>\n
    \u7814\u7a76\u8bfe\u9898\u4e8c\uff1a\u57fa\u4e8e\u5360\u9886\u534e\u5c14\u8857\u63a8\u7279\u6570\u636e\u9884\u6d4b\u88ab\u8b66\u5bdf\u902e\u6355\u4eba\u6570<\/span><\/strong><\/section>\n
    \u9700\u8981\u4e86\u89e3\u7684\u5185\u5bb9\uff1a\u5927\u6570\u636e\u7684\u8bfb\u53d6\u3001\u6e05\u6d17\u3001\u6587\u672c\u6316\u6398\u7684\u57fa\u7840\u3001\u673a\u5668\u5b66\u4e60\u7684\u57fa\u672c\u4f7f\u7528\u3001\u57fa\u4e8e\u65f6\u95f4\u5e8f\u5217\u7684\u673a\u5668\u5b66\u4e60\u7684\u903b\u8f91\u3002<\/span><\/section>\n
    \u53c2\u8003\u8d44\u6599\uff1a<\/span><\/section>\n
    [1] \u4ee3\u7801\u53c2\u8003:<\/span> <\/span>https:\/\/pytorch-forecasting.readthedocs.io\/en\/latest\/tutorials\/stallion.html<\/span><\/span><\/section>\n
    [2] Mooijman, M., Hoover, J., Lin, Y<\/span>. et al. Moralization in social networks and the emergence of violence during protests. Nat Hum Behav 2, 389\u2013396 (2018). https:\/\/doi.org\/10.1038\/s41562-018-0353-0<\/span><\/section>\n

    <\/section>\n
    \u674e\u777f\u742a\uff1a\u57ce\u5e02\u79d1\u5b66\u4e13\u9898<\/span><\/strong><\/span><\/section>\n
    \u8bfe\u9898\u8bbe\u8ba1\uff1a<\/span><\/strong><\/section>\n
    \u672c\u6b21\u8bfe\u9898\u8bbe\u8ba1\u975e\u5e38\u9f13\u52b1\u5927\u5bb6\u81ea\u4e3b\u547d\u9898\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u80fd\u591f\u83b7\u53d6\u76f8\u5bf9\u72ec\u7279\u7684\u57ce\u5e02\u6570\u636e\u7684\u540c\u5b66\uff0c\u5e0c\u671b\u76f8\u5e94\u7684\u7814\u7a76\u9898\u76ee\u53ef\u4ee5\u4ece\u5b9e\u9645\u7cfb\u7edf\u4e2d\u6765\uff0c\u6700\u7ec8\u4e5f\u80fd\u5bf9\u4e8e\u5b9e\u9645\u7cfb\u7edf\u4ea7\u751f\u65b0\u7684\u8ba4\u8bc6\u6216\u6539\u5584\u3002\u53e6\u5916\u4e5f\u6709\u51e0\u4e2a\u5907\u9009\u79d1\u7814\u9898\u76ee\uff1a<\/span><\/section>\n

    <\/span><\/section>\n
    \u7814\u7a76\u8bfe\u9898\u4e00\uff1a\u57ce\u5e02\u4e2d\u4ea4\u901a\u6d41\u91cf\u7f51\u7edc\u7684\u793e\u56e2\u7ed3\u6784\u7279\u5f81\u5206\u6790<\/span><\/strong><\/section>\n
    \u6570\u636e\u6765\u6e90\uff1ahttps:\/\/biendata.com\/competition\/mobike\/data<\/span><\/section>\n
    \u6216 https:\/\/pan.baidu.com\/s\/1bdYLk20A1u1y5h-Uk-8vpw \u63d0\u53d6\u7801: j6xj<\/span><\/section>\n
    \u53c2\u8003\u6587\u732e\uff1a<\/span><\/section>\n
    [1] <\/span>Girvan, M. & Newman, M. E. Community structure in social and biological networks.Proc. national academy sciences99, 7821\u20137826 (2002).<\/span><\/section>\n
    Newman, M. E. & Girvan, M. Finding and evaluating community structure in networks. Phys. review E69, 026113 (2004)<\/span><\/section>\n
    [2] <\/span>Radicchi, F., Castellano, C., Cecconi, F., Loreto, V. & Parisi, D. Defining and identifying communities in networks. Proc.national academy sciences101, 2658\u20132663 (2004).<\/span><\/section>\n
    [3]<\/span> Blondel, V. D., Guillaume, J.-L., Lambiotte, R. & Lefebvre, E.  Fast unfolding of communities in large networks.J.statistical mechanics: theory experiment2008, P10008 (2008)<\/span><\/section>\n

    <\/section>\n
    \u7814\u7a76\u8bfe\u9898\u4e8c\uff1a<\/strong>Let location speaks \u2013 \u57fa\u4e8e\u5730\u70b9\u8bed\u4e49\u4fe1\u606f\u7684\u79fb\u52a8\u9884\u6d4b<\/span><\/strong><\/section>\n
    \u53c2\u8003\u6587\u732e\uff1a<\/span><\/section>\n
    word2vec [\u63a8\u8350\u9605\u8bfb4\u30015\u6216\u7f51\u4e0a\u7684\u4e00\u4e9b\u9ad8\u8d28\u91cf\u535a\u5ba2]:<\/span><\/section>\n
    [1] Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. Efficient estimation of word representations in vector space. ICLR Workshop, 2013<\/span><\/section>\n
    [2] T. Mikolov, I. Sutskever, K. Chen, G. Corrado, and J. Dean. Distributed Representations of Words and Phrases and their Compositionality. NIPS 2013<\/span><\/section>\n
    [3] Le Q, Mikolov T. Distributed representations of sentences and documents[C]\/\/International Conference on Machine Learning. 2014: 1188-1196.<\/span><\/section>\n
    [4] Goldberg Y, Levy O. word2vec Explained: deriving Mikolov et al.’s negative-sampling word-embedding method[J]. arXiv preprint arXiv:1402.3722, 2014.<\/span><\/section>\n
    [5] Rong X. word2vec parameter learning explained[J]. arXiv preprint arXiv:1411.2738, 2014.<\/span><\/section>\n
    [6] <\/span>Feng J, Li Y, Zhang C, Sun F, Meng F, Guo A, Jin D. Deepmove: Predicting human mobility with attentional recurrent networks. InProceedings of the 2018 world wide web conference 2018 Apr 10 (pp. 1459-1468).<\/span><\/section>\n

    <\/section>\n
    \u7814\u7a76\u8bfe\u9898\u4e09\uff1a<\/strong>\u5355\u8f66\u79fb\u52a8\u9884\u6d4b\u6a21\u578b<\/span><\/strong><\/section>\n
    \u53c2\u8003\u6587\u732e\uff1a<\/span><\/section>\n
    [1] <\/span>Song, Chaoming, Tal Koren, Pu Wang, and Albert-L\u00e1szl\u00f3 Barab\u00e1si. “Modelling the scaling properties of human mobility.” Nature physics 6, no. 10 (2010): 818-823.<\/span><\/section>\n
    [2] <\/span>Simini, Filippo, Marta C. Gonz\u00e1lez, Amos Maritan, and Albert-L\u00e1szl\u00f3 Barab\u00e1si. “A universal model for mobility and migration patterns.” Nature 484, no. 7392 (2012): 96-100.<\/span><\/section>\n
    [3] <\/span>Yan, Xiao-Yong, Chen Zhao, Ying Fan, Zengru Di, and Wen-Xu Wang. “Universal predictability of mobility patterns in cities.” Journal of The Royal Society Interface 11, no. 100 (2014): 20140834.<\/span><\/section>\n
    [4] <\/span>Yan, Xiao-Yong, Wen-Xu Wang, Zi-You Gao, and Ying-Cheng Lai. “Universal model of individual and population mobility on diverse spatial scales.” Nature communications 8, no. 1 (2017): 1-9.<\/span><\/section>\n
    [5] <\/span>Alessandretti, Laura, Ulf Aslak, and Sune Lehmann. “The scales of human mobility.” Nature 587, no. 7834 (2020): 402-407.<\/span><\/section>\n

    <\/section>\n
    \u7814\u7a76\u8bfe\u9898\u56db\uff1a<\/strong>\u5355\u8f66\u6d41\u91cf\u7f51\u7edc\u7684\u5c42\u7ea7\u6027\u5206\u6790<\/span><\/strong><\/section>\n
    \u53c2\u8003\u6587\u732e\uff1aBassolas, Aleix, Hugo Barbosa-Filho, Brian Dickinson, Xerxes Dotiwalla, Paul Eastham, Riccardo Gallotti, Gourab Ghoshal et al. “Hierarchical organization of urban mobility and its connection with city livability.” Nature communications 10, no. 1 (2019): 1-10.<\/span><\/section>\n

    <\/section>\n
    \u7814\u7a76\u8bfe\u9898\u4e94\uff1a<\/strong>\u5f15\u529b\u6a21\u578b\u4e0e\u57ce\u5e02\u6807\u5ea6\u5f8b\u4e4b\u95f4\u7684\u5173\u7cfb\uff08\u5f00\u653e\u5f0f\u95ee\u9898\uff09<\/span><\/strong><\/section>\n

    <\/section>\n
    \u7814\u7a76\u8bfe\u9898\u516d\uff1a<\/strong>\u7a7a\u95f4\u5c3a\u5ea6\u4e0e\u4eba\u53e3\u5206\u5e03\u53ca\u5176\u5438\u5f15\u529b\u4e4b\u95f4\u7684\u5185\u5728\u5173\u7cfb\uff08\u5f00\u653e\u5f0f\u95ee\u9898\uff09<\/span><\/strong><\/section>\n
    \u53c2\u8003\u6587\u732e\uff1aRuiqi Li, Shuai Gao, Ankang Luo, Qing Yao, Bingsheng Chen, Fan Shang, Rui Jiang, H. Eugene Stanley. Gravity model in dockless bike-sharing systems within cities. Physical Review E, 2021, 103: 012312.<\/span><\/section>\n

    <\/section>\n
    \u5f20\u6c5f\uff1a\u4ece\u7b80\u5355\u89c4\u5219\u5230\u81ea\u52a8\u5efa\u6a21\u2014\u2014\u590d\u6742\u7cfb\u7edf\u5efa\u6a21\u4e13\u9898<\/span><\/strong><\/span><\/section>\n
    \u7814\u7a76\u8bfe\u9898\uff1a\u5229\u7528\u9e1f\u7fa4\u6a21\u578b\u6216floy\u6a21\u578b\u751f\u6210\u7684\u98de\u884c\u8f68\u8ff9\uff0c\u5b66\u4e60\u4e00\u4e2a\u56fe\u7f51\u7edc\u6a21\u578b\uff0c\u80fd\u591f\u9884\u6d4b\u5176\u8f68\u8ff9\u3002<\/span><\/strong><\/span><\/section>\n
     <\/span><\/section>\n

    \u53c2\u8003\u8d44\u6599<\/span>\uff1a<\/span><\/strong><\/p>\n

    [1] <\/span>\u9e1f\u7fa4\u6a21\u578b\uff1ahttps:\/\/campus.swarma.org\/course\/1104<\/span><\/section>\n

    [2] <\/span>Ha, Seungwoong, and Hawoong Jeong. “Deep learning reveals hidden interactions in complex systems.” arXiv preprint arXiv:2001.02539 (2020). https:\/\/arxiv.org\/abs\/2001.02539<\/span><\/p>\n


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    \u4eba\u5927\u9644\u4e2d\u9ad8\u4e09\u6bd5\u4e1a\u751f\uff0c\u5373\u5c06\u4e8e\u591a\u4f26\u591a\u5927\u5b66\u5c31\u8bfb\u6570\u5b66\u548c\u5929\u4f53\u7269\u7406\u65b9\u5411\uff0c\u66fe\u83b7IMMC\u4e2d\u534e\u8d5b\u533a\u7279\u7b49\u5956\u56fd\u9645\u4e00\u7b49\u5956\u3001PhysicBowl Top 100\u3001COMC\u52a0\u62ff\u5927\u6570\u5b66\u5965\u6797\u5339\u514b\u7ade\u8d5b\u91d1\u5956\u3002<\/span><\/section>\n

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    \u676d\u5dde\u9ad8\u7ea7\u4e2d\u5b66\u9ad8\u4e09\u6bd5\u4e1a\u751f\uff0c\u6b63\u5728gap year\uff0c\u51c6\u5907\u51fa\u56fd\u5c31\u8bfb\u54f2\u5b66\u7cfb\u3002<\/span><\/section>\n

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    \u5317\u4eac\u5341\u4e00\u5b66\u6821\u56fd\u9645\u90e8\u5728\u8bfb\uff0c\u5317\u5e08\u5927\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u5b9e\u9a8c\u79d1\u5b66\u9526\u6807\u8d5b\u4e8c\u7b49\u5956\u83b7\u5f97\u8005\u3002<\/span><\/section>\n

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    \u4e3a\u4e86\u4f7f\u540c\u5b66\u4eec\u5728\u64b0\u5199\u8bba\u6587\u671f\u95f4\u80fd\u83b7\u5f97\u66f4\u591a\u5b66\u4e60\u8d44\u6e90\uff0c\u62a5\u540d\u7f34\u8d39\u540e\u5373\u53ef\u83b7\u5f97\u5373\u65e5\u8d77\u81f32021\u5e749\u670830\u65e5\u7684\u96c6\u667a\u5b66\u56edVIP\u6743\u9650\uff0c\u4f9b\u540c\u5b66\u4eec\u62d3\u5c55\u5b66\u4e60\u3002<\/span><\/section>\n

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    \u4f1a\u5458\u6743\u76ca\uff1a<\/span><\/strong><\/p>\n

    * \u7545\u770b\u96c6\u667a\u5b66\u56ed\u5168\u7ad9\u4ef7\u503c3.6\u4e07\u5143\u3001\u65f6\u957f5\u4e07\u5c0f\u65f6\u8bfe\u7a0b\u89c6\u9891<\/span><\/p>\n

    * \u514d\u8d39\u53c2\u52a0\u5168\u90e8\u96c6\u667a\u4e3b\u9898\u8bfb\u4e66\u4f1a<\/span><\/p>\n

    * \u4f18\u5148\u53c2\u4e0e\u96c6\u667a\u7ebf\u4e0b\u95ed\u95e8\u6d3b\u52a8<\/span><\/p>\n

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    \u6233\u8fd9\u91cc\ud83d\udc46\u770b\u66f4\u591a\u96c6\u667a\u5b66\u56edVIP\u4ecb\u7ecd<\/span><\/section>\n

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    <\/section>\n
    \u96c6\u667a\u4ff1\u4e50\u90e8\uff0c\u82f1\u6587\u540d\uff1aSwarma Club\uff0c\u6210\u7acb\u4e8e 2003 \u5e74\uff0c\u662f\u4e00\u4e2a\u4ece\u4e8b\u5b66\u672f\u7814\u7a76\u3001\u4eab\u53d7\u79d1\u5b66\u4e50\u8da3\u7684\u63a2\u7d22\u8005\u7684\u56e2\u4f53\uff0c\u4e5f\u662f\u56fd\u5185\u6700\u65e9\u7684\u7814\u7a76\u4eba\u5de5\u667a\u80fd\u3001\u590d\u6742\u7cfb\u7edf\u7684\u79d1\u5b66\u793e\u533a\u3002\u5b83\u5021\u5bfc\u4ee5\u5e73\u7b49\u5f00\u653e\u7684\u6001\u5ea6\u3001\u79d1\u5b66\u5b9e\u8bc1\u7684\u7cbe\u795e\uff0c\u8fdb\u884c\u8de8\u5b66\u79d1\u7684\u7814\u7a76\u4e0e\u4ea4\u6d41\uff0c\u529b\u56fe\u642d\u5efa\u4e00\u4e2a\u4e2d\u56fd\u7684 \u201c \u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240 \u201d\u3002<\/span><\/section>\n

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    \u5173\u4e8e\u5927\u4f1alogo<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n


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    \u5927\u4f1alogo\u5f62\u72b6\u53d6\u81ea\u590d\u6742\u79d1\u5b66\u4e2d\u7ecf\u5178\u6982\u5ff5\u201c\u5143\u80de\u81ea\u52a8\u673a\u201d\u4e2d\u7684\u201c\u6ed1\u7fd4\u673a\u201d\u7684\u5f62\u72b6\uff0c\u7eff\u8272\u989c\u8272\u53d6\u81ea\u96c6\u667a\u4ff1\u4e50\u90e8\u7684logo\u3002\u540c\u65f6\u53f3\u4e0b\u4e5f\u662f\u201c\u6ed1\u7fd4\u673a\u201d\u524d\u8fdb\u7684\u65b9\u5411\uff0c\u5bd3\u610f\u9752\u5c11\u5e74\u4eec\u5c06\u594b\u52c7\u76f4\u524d\u3001\u8d70\u5411\u66f4\u5e7f\u9614\u591a\u5f69\u7684\u4e16\u754c\u3002<\/span><\/section>\n


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    \u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u67e5\u770b\u66f4\u591a\u4fe1\u606f<\/span><\/strong><\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"

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