{"id":44549,"date":"2023-08-18T16:21:07","date_gmt":"2023-08-18T08:21:07","guid":{"rendered":"https:\/\/swarma.org\/?p=44549"},"modified":"2023-08-18T16:21:07","modified_gmt":"2023-08-18T08:21:07","slug":"%e6%97%b6%e7%a9%ba%e5%a4%a7%e6%95%b0%e6%8d%ae%e4%b8%8eai%e5%9c%a8%e5%9f%8e%e5%b8%82%e4%b8%ad%e7%9a%84%e5%ba%94%e7%94%a8%ef%bd%9c%e5%91%a8%e5%85%ad%e7%9b%b4%e6%92%ad%c2%b7%e5%a4%8d%e6%9d%82%e7%b3%bb","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=44549","title":{"rendered":"\u65f6\u7a7a\u5927\u6570\u636e\u4e0eAI\u5728\u57ce\u5e02\u4e2d\u7684\u5e94\u7528\uff5c\u5468\u516d\u76f4\u64ad\u00b7\u590d\u6742\u7cfb\u7edf\u89c6\u89d2\u7684\u57ce\u5e02\u79d1\u5b66\u8bfb\u4e66\u4f1a"},"content":{"rendered":"
\n
\n
\n
\n

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

\n
\n
\n
\n
\n
\n

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

\u5bfc\u8bed<\/strong><\/p>\n<\/section>\n<\/section>\n

\n

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

\u968f\u7740\u5927\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u7684\u98de\u901f\u53d1\u5c55\uff0c\u65f6\u7a7aAI\u5df2\u7ecf\u6210\u4e3a\u57ce\u5e02\u79d1\u5b66\u9886\u57df\u5b66\u754c\u548c\u4e1a\u754c\u5171\u540c\u5173\u6ce8\u7684\u7126\u70b9\u3002\u901a\u8fc7\u6536\u96c6\u548c\u5206\u6790\u5927\u91cf\u7684\u65f6\u7a7a\u6570\u636e\uff0c\u6211\u4eec\u80fd\u591f\u6df1\u5165\u4e86\u89e3\u57ce\u5e02\u4e2d\u7684\u4ea4\u901a\u6d41\u91cf\u3001\u4eba\u6d41\u52a8\u6001\u3001\u8d44\u6e90\u5206\u914d\u7b49\u5173\u952e\u4fe1\u606f\u3002\u501f\u52a9\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u57ce\u5e02\u8fd0\u884c\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u6d4b\u548c\u9884\u6d4b\uff0c\u4ece\u800c\u505a\u51fa\u66f4\u79d1\u5b66\u7684\u51b3\u7b56\u548c\u89c4\u5212\u3002\u90a3\u4e48\uff0c\u65f6\u7a7a\u6570\u636e\u7684\u6765\u6e90\u6709\u54ea\u4e9b\uff1f\u65f6\u7a7aAI\u7684\u5206\u6790\u6846\u67b6\u662f\u4ec0\u4e48\uff1f\u53c8\u6709\u54ea\u4e9b\u91cd\u70b9\u9886\u57df\u7684\u524d\u6cbf\u5e94\u7528\uff1f<\/span><\/strong><\/p>\n


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

\u201c\u590d\u6742\u7cfb\u7edf\u89c6\u89d2\u4e0b\u7684\u57ce\u5e02\u79d1\u5b66\u201d\u8bfb\u4e66\u4f1a<\/a>\u7684\u7b2c\u4e03\u6b21\u5206\u4eab\uff0c\u6211\u4eec\u9080\u8bf7\u5230\u4e86\u5bc4\u5bb6\u8c6a\u535a\u58eb\u4ee5\u300a\u65f6\u7a7a\u5927\u6570\u636e\u4e0eAI\u5728\u57ce\u5e02\u4e2d\u7684\u5e94\u7528\u300b\u4e3a\u9898\uff0c\u63a2\u8ba8\u57ce\u5e02\u65f6\u7a7a\u5927\u6570\u636e\u7684\u5b9a\u4e49\u53ca\u5176\u6cdb\u5728\u6027\uff0c\u4ee5\u53ca\u65f6\u7a7aAI\u7684\u4f53\u7cfb\u67b6\u6784\u3001\u53d1\u5c55\u5386\u7a0b\u4e0e\u6311\u6218\u3002<\/span><\/strong><\/p>\n


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

\u96c6\u667a\u4ff1\u4e50\u90e8\u7684\u201c\u57ce\u5e02\u79d1\u5b66\u201d\u8bfb\u4e66\u4f1a\u7531\u5317\u4eac\u5927\u5b66\u52a9\u7406\u6559\u6388\u8463\u78ca\u8054\u5408\u660e\u5c3c\u82cf\u8fbe\u5927\u5b66\u52a9\u7406\u6559\u6388\u6731\u9012\u3001\u4e2d\u5357\u5927\u5b66\u5730\u7403\u79d1\u5b66\u4e0e\u4fe1\u606f\u7269\u7406\u5b66\u9662\u6559\u6388\u674e\u6d77\u5cf0\u3001\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u535a\u58eb\u5bc4\u5bb6\u8c6a\u5171\u540c\u53d1\u8d77\uff0c\u901a\u8fc7\u5bf9\u201c\u57ce\u5e02\u4f5c\u4e3a\u590d\u6742\u7cfb\u7edf\u201d\u7684\u7406\u8bba\u3001\u7814\u7a76\u65b9\u6cd5\u53ca\u5e94\u7528\u7684\u5206\u4eab\u3001\u8ba8\u8bba\u548c\u68b3\u7406\uff0c\u4fc3\u8fdb\u76f8\u5173\u9886\u57df\u5b66\u8005\u7684\u4ea4\u6d41\uff0c\u63a8\u52a8\u4ea4\u53c9\u5b66\u79d1\u95f4\u7684\u5408\u4f5c\uff0c\u4fc3\u8fdb\u57ce\u5e02\u79d1\u5b66\u7684\u53d1\u5c55\u548c\u7814\u7a76\u3002\u672c\u7cfb\u5217\u8bfb\u4e66\u4f1a\u7ebf\u4e0a\u8fdb\u884c\uff0c2023\u5e747\u67081\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u516d\u665a 20:00-22:00\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba110\u5468\u3002\u6b22\u8fce\u5bf9\u57ce\u5e02\u79d1\u5b66\u8fd9\u4e00\u524d\u6cbf\u9886\u57df\u6709\u5174\u8da3\u7684\u670b\u53cb\u62a5\u540d\u53c2\u4e0e\uff01<\/span><\/strong><\/p>\n<\/section>\n

\n

<\/section>\n
<\/mp-common-videosnap><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
<\/section>\n<\/section>\n

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


<\/p>\n

\n
\n
\n
\n
\n

<\/section>\n

<\/section>\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n
\n

\u5206\u4eab\u7b80\u4ecb<\/strong><\/strong><\/p>\n<\/section>\n

\n

<\/section>\n

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

<\/section>\n

<\/h2>\n

\u672c\u671f\u8bfb\u4e66\u4f1a\uff0c\u5bc4\u5bb6\u8c6a\u535a\u58eb\u5c06\u5728\u4ecb\u7ecd\u57ce\u5e02\u65f6\u7a7a\u5927\u6570\u636e\u7684\u57fa\u7840\u4e0a\uff0c\u7cfb\u7edf\u4ecb\u7ecd\u57ce\u5e02\u8ba1\u7b97\u7684\u4f53\u7cfb\u67b6\u6784\u3001\u65f6\u7a7aAI\u7684\u53d1\u5c55\u5386\u7a0b\u548c\u6311\u6218\u4e0e\u672a\u6765\u3002<\/span><\/p>\n

 \u2022  <\/span><\/strong>\u7b2c\u4e00\u90e8\u5206\u4ecb\u7ecd\u57ce\u5e02\u65f6\u7a7a\u5927\u6570\u636e\u3002\u8fd9\u90e8\u5206\u5c06\u91cd\u70b9\u4ecb\u7ecd\u5c06\u65f6\u7a7a\u6570\u636e\u7684\u5b9a\u4e49\u53ca\u5176\u6cdb\u5728\u6027\uff0c\u5305\u62ec\u5730\u7406\u7814\u7a76\u3001\u57ce\u5e02\u79d1\u5b66\u3001\u793e\u4ea4\u7f51\u7edc\u4e0e\u795e\u7ecf\u79d1\u5b66\u7b49\u9886\u57df\u7684\u65f6\u7a7a\u6570\u636e\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\u5f15\u5165\u8fd1\u5e74\u6765\u7206\u53d1\u5f0f\u589e\u957f\u7684\u57ce\u5e02\u65f6\u7a7a\u6570\u636e\u3002<\/span><\/p>\n

 \u2022  <\/span><\/strong>\u7b2c\u4e8c\u90e8\u5206\u4ecb\u7ecd\u57ce\u5e02\u8ba1\u7b97\u7684\u4f53\u7cfb\u67b6\u6784\u3002\u8fd9\u90e8\u5206\u5c06\u7ed3\u5408\u6587\u732eUrban Computing: Concepts, Methodologies, and Applications\uff0c\u4ecb\u7ecd\u65f6\u7a7aAI\u7684\u6570\u636e\u7ba1\u7406\uff0c\u5305\u62ec\u65f6\u7a7a\u6570\u636e\u7684\u91c7\u96c6\u3001\u6e05\u6d17\u3001\u5b58\u50a8\u7b49\u73af\u8282\uff1b\u65f6\u7a7aAI\u7684\u5efa\u6a21\u65b9\u6cd5\uff0c\u5305\u62ec\u7edf\u8ba1\u5b66\u3001\u673a\u5668\u5b66\u4e60\u3001\u6df1\u5ea6\u5b66\u4e60\u7b49\uff1b\u65f6\u7a7aAI\u7684\u5e38\u89c1\u4efb\u52a1\uff0c\u5305\u62ec\u65f6\u7a7a\u9884\u6d4b\u3001\u8865\u5168\u3001\u5206\u7c7b\uff0c\u65f6\u7a7a\u5f02\u5e38\u68c0\u6d4b\u7b49\uff1b\u65f6\u7a7aAI\u7684\u5e94\u7528\u573a\u666f\uff0c\u5305\u62ec\u793e\u4f1a\u7ecf\u6d4e\u3001\u57ce\u5e02\u73af\u5883\u3001\u4eba\u7c7b\u79fb\u52a8\u4e0e\u4ea4\u901a\u4e09\u5927\u65b9\u9762\uff1b\u6700\u540e\uff0c\u8fd9\u90e8\u5206\u5c06\u603b\u7ed3\u57ce\u5e02\u8ba1\u7b97\u7684\u4f53\u7cfb\u67b6\u6784\u3002<\/span><\/p>\n

 \u2022  <\/span><\/strong>\u7b2c\u4e09\u90e8\u5206\u4ecb\u7ecd\u65f6\u7a7aAI\u7684\u53d1\u5c55\u5386\u7a0b\u3002\u9996\u5148\u662f\u767e\u5bb6\u4e89\u9e23\u9636\u6bb5\uff1a\u521d\u671f\u7814\u7a76\u8005\u5c1d\u8bd5\u63a2\u7d22\u65f6\u7a7a\u6570\u636e\u4e2d\u6f5c\u85cf\u7684\u89c4\u5f8b\u548c\u7279\u5f81\uff0c\u4e00\u65b9\u8ba4\u4e3a\u65f6\u95f4\u662f\u4e3b\u5bfc\u4e00\u5207\u7684\u56e0\u7d20\uff0c\u800c\u53e6\u4e00\u65b9\u8ba4\u4e3a\u7a7a\u95f4\u624d\u662f\u51b3\u5b9a\u4e8b\u7269\u53d1\u5c55\u7684\u6838\u5fc3\uff0c\u8fd9\u573a\u4e89\u8bba\u4fc3\u4f7f\u4eba\u4eec\u5f00\u59cb\u601d\u8003\u5982\u4f55\u5c06\u65f6\u95f4\u548c\u7a7a\u95f4\u878d\u5408\uff0c\u4ee5\u66f4\u597d\u5730\u63a8\u52a8AI\u6280\u672f\u7684\u53d1\u5c55\u3002\u4e4b\u540e\u662f\u7edf\u4e00\u8303\u5f0f\u9636\u6bb5\uff1a\u7edf\u4e00\u8303\u5f0f\u610f\u5473\u7740\u5c06\u65f6\u7a7a\u534f\u540c\u5efa\u6a21\u4f5c\u4e3a\u5b9e\u73b0AI\u7684\u5173\u952e\u65b9\u6cd5\uff0c\u8fd9\u79cd\u65b9\u6cd5\u901a\u8fc7\u5bf9\u65f6\u95f4\u548c\u7a7a\u95f4\u4e4b\u95f4\u7684\u52a8\u6001\u4f9d\u8d56\u5173\u7cfb\u8fdb\u884c\u5efa\u6a21\uff0c\u5b9e\u73b0\u4e86\u5bf9\u65f6\u7a7a\u5173\u8054\u6570\u636e\u7684\u7efc\u5408\u5206\u6790\u548c\u5904\u7406\u3002\u5bf9\u4e8e\u65f6\u7a7aAI\u7684\u524d\u6cbf\u89c6\u89d2\uff0c\u65f6\u7a7aAI\u7684\u53d1\u5c55\u5e76\u4e0d\u4ec5\u4ec5\u5c40\u9650\u4e8e\u65f6\u95f4\u548c\u7a7a\u95f4\u7684\u5efa\u6a21\uff0c\u8fd8\u9700\u8981\u6ce8\u91cd\u52a8\u6001\u4f9d\u8d56\u4e0e\u5f02\u8d28\u6027\uff0c\u52a8\u6001\u4f9d\u8d56\u6307\u52a8\u6001\u53d8\u5316\u7684\u65f6\u95f4\u548c\u7a7a\u95f4\u4f9d\u8d56\uff0c\u65f6\u7a7aAI\u9700\u8981\u5bf9\u8fd9\u79cd\u53d8\u5316\u7684\u4f9d\u8d56\u89c4\u5f8b\u8fdb\u884c\u5efa\u6a21\u4e0e\u66f4\u65b0\uff0c\u5f02\u8d28\u6027\u6307\u65f6\u7a7a\u6570\u636e\u5728\u65f6\u95f4\u4e0a\u6216\u7a7a\u95f4\u4e0a\u8868\u73b0\u51fa\u6765\u7684\u5f02\u8d28\u6027\uff0c\u65f6\u7a7aAI\u9700\u8981\u7075\u6d3b\u5730\u5904\u7406\u4e0d\u540c\u65f6\u7a7a\u6837\u672c\u7684\u4e0d\u540c\u7279\u70b9\u548c\u8868\u8fbe\u65b9\u5f0f\u3002<\/span><\/p>\n

 \u2022  <\/span><\/strong>\u7b2c\u56db\u90e8\u5206\u4ecb\u7ecd\u65f6\u7a7aAI\u7684\u6311\u6218\u4e0e\u672a\u6765\u3002\u8fd9\u90e8\u5206\u805a\u7126\u4e8e\u65f6\u7a7aAI\u5728\u6781\u7aef\u573a\u666f\u4e0b\u7684\u6cdb\u5316\u6027\uff0c\u4ee5\u53ca\u5bf9\u4e8e\u53ef\u89e3\u91ca\u6027\u7684\u63a2\u7d22\u3002<\/span><\/section>\n


<\/h2>\n

<\/section>\n

\n
\n
\n
\n
\n

<\/section>\n

<\/section>\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n
\n

\u5206\u4eab\u5927\u7eb2<\/strong><\/strong><\/p>\n<\/section>\n

\n

<\/section>\n

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

<\/section>\n
\u4e00\u3001\u57ce\u5e02\u65f6\u7a7a\u5927\u6570\u636e<\/strong><\/span><\/section>\n
\u4e8c\u3001\u57ce\u5e02\u8ba1\u7b97\u7684\u4f53\u7cfb\u67b6\u6784<\/strong><\/span><\/section>\n
    \n
  • \n
    \u6570\u636e\u7ba1\u7406\u4e0e\u5efa\u6a21\u65b9\u6cd5<\/section>\n<\/li>\n
  • \n
    \u5e38\u89c1\u4efb\u52a1\u4e0e\u5e94\u7528\u573a\u666f<\/section>\n<\/li>\n<\/ul>\n
    \u4e09\u3001\u65f6\u7a7a<\/strong>AI<\/strong>\u7684\u53d1\u5c55\u5386\u7a0b<\/strong><\/span><\/section>\n
      \n
    • \n
      \u767e\u5bb6\u4e89\u9e23\uff1a\u65f6\u95f4\u4e3a\u4e3b\u6216\u7a7a\u95f4\u4e3a\u4e3b<\/section>\n<\/li>\n
    • \n
      \u7edf\u4e00\u8303\u5f0f\uff1a\u65f6\u7a7a\u534f\u540c\u5efa\u6a21<\/section>\n<\/li>\n
    • \n
      \u524d\u6cbf\u89c6\u89d2\uff1a\u52a8\u6001\u4f9d\u8d56\u4e0e\u5f02\u8d28\u6027<\/section>\n<\/li>\n<\/ul>\n
      \u56db\u3001\u65f6\u7a7a<\/strong>AI<\/strong>\u7684\u6311\u6218\u4e0e\u672a\u6765<\/strong><\/span><\/section>\n

      <\/section>\n

      <\/section>\n

      \n
      \n
      \n
      \n
      \n

      <\/section>\n

      <\/section>\n
      \n
      <\/svg><\/section>\n<\/section>\n<\/section>\n
      \n

      \u6838\u5fc3\u6982\u5ff5<\/strong><\/strong><\/p>\n<\/section>\n

      \n

      <\/section>\n

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

      <\/strong><\/section>\n
       \u2022  \u65f6\u7a7a\u5927\u6570\u636e Spatio-Temporal Big Data\uff1a<\/span><\/strong>\u57fa\u4e8e\u7edf\u4e00\u65f6\u7a7a\u57fa\u51c6\uff08\u65f6\u95f4\u53c2\u7167\u7cfb\u548c\u7a7a\u95f4\u53c2\u7167\u7cfb\uff09\u3001\u6d3b\u52a8\uff08\u8fd0\u52a8\u53d8\u5316\uff09\u5728\u65f6\u95f4\u548c\u7a7a\u95f4\u4e2d\u4e0e\u4f4d\u7f6e\u76f4\u63a5\uff08\u5b9a\u4f4d\uff09\u6216\u95f4\u63a5\uff08\u7a7a\u95f4\u5206\u5e03\uff09\u76f8\u5173\u8054\u7684\u5927\u89c4\u6a21\u6d77\u91cf\u6570\u636e\u96c6\u3002\u65f6\u7a7a\u5927\u6570\u636e\u9664\u5177\u6709\u4e00\u822c\u5927\u6570\u636e\u76845V\u7279\u5f81\u5916\uff0c\u8fd8\u5177\u6709\u4f4d\u7f6e\u7279\u5f81\u3001\u65f6\u95f4\u7279\u5f81\u3001\u5c5e\u6027\u7279\u5f81\u3001\u5c3a\u5ea6\uff08\u5206\u8fa8\u7387\uff09\u7279\u5f81\u3001\u591a\u6e90\u5f02\u6784\u7279\u5f81\u3001\u591a\u7ef4\u52a8\u6001\u53ef\u89c6\u5316\u7279\u5f81\u3002<\/span><\/section>\n
       \u2022  \u57ce\u5e02\u8ba1\u7b97 Urban Computing\uff1a<\/strong><\/span>\u57ce\u5e02\u8ba1\u7b97\u662f\u4e00\u4e2a\u4ea4\u53c9\u5b66\u79d1\uff0c\u662f\u8ba1\u7b97\u673a\u79d1\u5b66\u4ee5\u57ce\u5e02\u4e3a\u80cc\u666f\uff0c\u8ddf\u57ce\u5e02\u89c4\u5212\u3001\u4ea4\u901a\u3001\u80fd\u6e90\u3001\u73af\u5883\u3001\u793e\u4f1a\u5b66\u548c\u7ecf\u6d4e\u7b49\u5b66\u79d1\u878d\u5408\u7684\u65b0\u5174\u9886\u57df\u3002\u66f4\u5177\u4f53\u7684\u8bf4\uff0c\u57ce\u5e02\u8ba1\u7b97\u662f\u4e00\u4e2a\u901a\u8fc7\u4e0d\u65ad\u83b7\u53d6\u3001\u6574\u5408\u548c\u5206\u6790\u57ce\u5e02\u4e2d\u591a\u79cd\u5f02\u6784\u5927\u6570\u636e\u6765\u89e3\u51b3\u57ce\u5e02\u6240\u9762\u4e34\u7684\u6311\u6218\uff08\u5982\u73af\u5883\u6076\u5316\u3001\u4ea4\u901a\u62e5\u5835\u3001\u80fd\u8017\u589e\u52a0\u3001\u89c4\u5212\u843d\u540e\u7b49\uff09\u7684\u8fc7\u7a0b\u3002\u57ce\u5e02\u8ba1\u7b97\u5c06\u65e0\u5904\u4e0d\u5728\u7684\u611f\u77e5\u6280\u672f\u3001\u9ad8\u6548\u7684\u6570\u636e\u7ba1\u7406\u548c\u5206\u6790\u7b97\u6cd5\uff0c\u4ee5\u53ca\u65b0\u9896\u7684\u53ef\u89c6\u5316\u6280\u672f\u76f8\u7ed3\u5408\uff0c\u81f4\u529b\u4e8e\u63d0\u9ad8\u4eba\u4eec\u7684\u751f\u6d3b\u54c1\u8d28\u3001\u4fdd\u62a4\u73af\u5883\u548c\u4fc3\u8fdb\u57ce\u5e02\u8fd0\u8f6c\u6548\u7387\u3002\u57ce\u5e02\u8ba1\u7b97\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u5404\u79cd\u57ce\u5e02\u73b0\u8c61\u7684\u672c\u8d28\uff0c\u751a\u81f3\u9884\u6d4b\u57ce\u5e02\u7684\u672a\u6765\u3002<\/span><\/section>\n
       \u2022  \u65f6\u7a7aAI Spatio-Temporal AI\uff1a<\/strong><\/span>\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u65b0\u578b\u521b\u65b0\u5e94\u7528\u6280\u672f\uff0c\u65e8\u5728\u4ee5\u65f6\u7a7a\u4e3a\u201c\u7d22\u5f15\u201d\u5bf9\u591a\u6e90\u5f02\u6784\u6570\u636e\u8fdb\u884c\u65f6\u7a7a\u5316\u6cbb\u7406\u548c\u878d\u5408\uff0c\u5e76\u501f\u529b\u77e5\u8bc6\u5de5\u7a0b\u548cAI\u7b97\u6cd5\u8fdb\u884c\u667a\u80fd\u5316\u5206\u6790\uff0c\u4ece\u800c\u6316\u6398\u77e5\u8bc6\u548c\u8f85\u52a9\u51b3\u7b56\u3002\u65f6\u7a7a\u4eba\u5de5\u667a\u80fd\u662f\u5730\u7406\u7a7a\u95f4\u667a\u80fd\u3001\u57ce\u5e02\u7a7a\u95f4\u667a\u80fd\u548c\u65f6\u7a7a\u5927\u6570\u636e\u667a\u80fd\u7b49\u7684\u7edf\u4e00\u8868\u793a\uff0c\u5305\u62ec\u4ece\u65f6\u7a7a\u611f\u77e5\u3001\u8ba4\u77e5\u5230\u51b3\u7b56\u7684\u591a\u9879\u6838\u5fc3\u6280\u672f\u3002\u5176\u5e94\u7528\u751f\u6001\u9886\u57df\u975e\u5e38\u5e7f\u6cdb\uff0c\u5305\u62ec\u667a\u6167\u57ce\u5e02\u3001\u667a\u80fd\u4ea4\u901a\u3001\u667a\u80fd\u56ed\u533a\u3001\u667a\u80fd\u96f6\u552e\u3001\u667a\u80fd\u5730\u4ea7\u3001\u667a\u80fd\u5546\u4e1a\u7b49\u591a\u4e2a\u9886\u57df\u3002<\/span><\/section>\n


      <\/p>\n


      <\/p>\n

      \n
      \n
      \n
      \n
      \n

      <\/section>\n

      <\/section>\n
      \n
      <\/svg><\/section>\n<\/section>\n<\/section>\n
      \n

      \u4e3b\u8bb2\u4eba\u4ecb\u7ecd<\/strong><\/strong><\/p>\n<\/section>\n

      \n

      <\/section>\n

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

      <\/section>\n
      <\/section>\n
      \u5bc4\u5bb6\u8c6a\uff1a<\/span><\/strong>\u5bc4\u5bb6\u8c6a\u662f\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u5728\u8bfb\u535a\u58eb\uff0c\u4e3b\u8981\u7814\u7a76\u5185\u5bb9\u662f\u65f6\u7a7a\u6570\u636e\u6316\u6398\uff0c\u57ce\u5e02\u8ba1\u7b97\u4e0e\u53ef\u89e3\u91ca\u6027\u3002<\/span><\/section>\n
      \u4e2a\u4eba\u4e3b\u9875 https:\/\/echo-ji.github.io\/academicpages\/<\/span><\/section>\n
      <\/span><\/section>\n

      <\/section>\n


      <\/p>\n

      \n
      \n
      \n
      \n
      \n

      <\/section>\n

      <\/section>\n
      \n
      <\/svg><\/section>\n<\/section>\n<\/section>\n
      \n

      \u76f4\u64ad\u4fe1\u606f<\/strong><\/strong><\/p>\n<\/section>\n

      \n

      <\/section>\n

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


      <\/h4>\n
      \u65f6\u95f4\uff1a<\/span><\/strong><\/section>\n
      2023\u5e748\u670819\u65e5\uff08\u672c\u5468\u516d\uff09\u665a\u4e0a20:00-22:00<\/span><\/span><\/section>\n

      <\/section>\n
      \u53c2\u4e0e\u65b9\u5f0f\uff1a<\/span><\/strong><\/section>\n
      <\/mp-common-videosnap><\/section>\n

      <\/p>\n

      \u626b\u7801\u53c2\u4e0e\u590d\u6742\u7cfb\u7edf\u89c6\u89d2\u7684\u57ce\u5e02\u79d1\u5b66\u8bfb\u4e66\u4f1a\uff0c\u52a0\u5165\u7fa4\u804a\uff0c\u83b7\u53d6\u7cfb\u5217\u8bfb\u4e66\u4f1a\u56de\u770b\u6743\u9650\uff0c\u6210\u4e3a\u57ce\u5e02\u79d1\u5b66\u793e\u533a\u7684\u79cd\u5b50\u7528\u6237\uff0c\u4e0e\u793e\u533a\u7684\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005\u4e0e\u4f01\u4e1a\u5b9e\u8df5\u8005\u6c9f\u901a\u4ea4\u6d41\uff0c\u5171\u540c\u63a8\u52a8\u57ce\u5e02\u79d1\u5b66\u793e\u533a\u7684\u53d1\u5c55\u3002<\/span><\/section>\n

      <\/section>\n

      <\/section>\n

      \n
      \n
      \n
      \n
      \n

      <\/section>\n

      <\/section>\n
      \n
      <\/svg><\/section>\n<\/section>\n<\/section>\n
      \n

      \u53c2\u8003\u6587\u732e<\/strong><\/strong><\/p>\n<\/section>\n

      \n

      <\/section>\n

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

      <\/section>\n
       \u2022 <\/span>Jean, N., Burke, M., Xie, M., Davis, W. M., Lobell, D. B., & Ermon, S. (2016). Combining satellite imagery and machine learning to predict poverty. Science, 353(6301), 790-794.<\/span><\/span><\/section>\n

      https:\/\/doi.org\/10.1126\/science.aaf7894<\/span><\/span><\/p>\n

       \u2022 <\/span>Zheng, Y., Capra, L., Wolfson, O., & Yang, H. (2014). Urban computing: concepts, methodologies, and applications. ACM Transactions on Intelligent Systems and Technology (TIST), 5(3), 1-55.<\/span><\/section>\n

      https:\/\/doi.org\/10.1145\/2629592<\/span><\/p>\n

       \u2022 <\/span>Wang, S., Cao, J., & Philip, S. Y. (2020). Deep learning for spatio-temporal data mining: A survey. IEEE transactions on knowledge and data engineering, 34(8), 3681-3700.<\/span><\/section>\n

      https:\/\/doi.org\/10.1109\/tkde.2020.3025580<\/span><\/p>\n

       \u2022 <\/span>Jin, G., Liang, Y., Fang, Y., Huang, J., Zhang, J., & Zheng, Y. (2023). Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. arXiv preprint arXiv:2303.14483.<\/span><\/section>\n

      https:\/\/doi.org\/10.1002\/adma.201700990<\/span><\/p>\n

       \u2022 <\/span>Zhang, F., Wu, L., Zhu, D., & Liu, Y. (2019). Social sensing from street-level imagery: A case study in learning spatio-temporal urban mobility patterns. ISPRS Journal of Photogrammetry and Remote Sensing, 153, 48-58. https:\/\/doi.org\/10.1016\/j.isprsjprs.2019.04.017<\/span><\/p>\n

       \u2022 <\/span>Ji, J., Wang, J., Jiang, Z., Jiang, J., & Zhang, H. (2022, June). STDEN: Towards physics-guided neural networks for traffic flow prediction. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 36, No. 4, pp. 4048-4056).<\/span><\/section>\n
      https:\/\/doi.org\/10.1609\/aaai.v36i4.20322<\/span><\/section>\n


      <\/p>\n


      <\/p>\n

      \n
      \n
      \n
      \n

      \u57ce\u5e02\u79d1\u5b66\u8bfb\u4e66\u4f1a\u542f\u52a8<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

      \n


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

      \u968f\u7740\u5de5\u4e1a\u5316\u548c\u73b0\u4ee3\u5316\u7684\u53d1\u5c55\uff0c\u4e16\u754c\u8303\u56f4\u5185\u7684\u57ce\u5e02\u5316\u7387\u4e0d\u65ad\u63d0\u9ad8\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u53e3\u805a\u96c6\u5728\u57ce\u5e02\uff0c\u4f7f\u5f97\u4ea4\u901a\u62e5\u5835\u3001\u73af\u5883\u6c61\u67d3\u3001\u8d44\u6e90\u77ed\u7f3a\u7b49\u57ce\u5e02\u95ee\u9898\u65e5\u76ca\u4e25\u5cfb\u3002\u4e3a\u4e86\u5efa\u8bbe\u4e00\u4e2a\u8ba9\u4eba\u4eec\u5e78\u798f\u751f\u6d3b\u3001\u53ef\u6301\u7eed\u53d1\u5c55\u7684\u57ce\u5e02\uff0c\u6211\u4eec\u5bf9\u4e8e\u57ce\u5e02\u7684\u57fa\u672c\u8fd0\u884c\u89c4\u5f8b\u8feb\u5207\u9700\u8981\u79d1\u5b66\u7684\u8ba4\u77e5\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      \u8fd1\u5341\u51e0\u5e74\u6765\uff0c\u6570\u636e\u83b7\u53d6\u624b\u6bb5\u7684\u8fdb\u6b65\u53ca\u8ba1\u7b97\u6280\u672f\u7684\u53d1\u5c55\uff0c\u4e3a\u7814\u7a76\u57ce\u5e02\u95ee\u9898\u63d0\u4f9b\u4e86\u65b0\u7684\u673a\u4f1a\u3002\u667a\u80fd\u624b\u673a\u3001\u7269\u8054\u7f51\u3001\u536b\u661f\u9065\u611f\u4f7f\u6211\u4eec\u53ef\u4ee5\u83b7\u53d6\u9ad8\u7cbe\u5ea6\u7684\u57ce\u5e02\u6570\u636e\uff0c\u63d0\u4f9b\u4e86\u6570\u636e\u57fa\u7840\uff1b\u673a\u5668\u5b66\u4e60\u3001\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u4e3a\u5904\u7406\u5927\u89c4\u6a21\u591a\u6e90\u5f02\u6784\u6570\u636e\u63d0\u4f9b\u4e86\u6280\u672f\u624b\u6bb5\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      \u9664\u4e86\u6570\u636e\u4e0e\u65b9\u6cd5\u5916\uff0c\u590d\u6742\u6027\u79d1\u5b66\uff08Complexity\uff09\u4e5f\u6781\u5927\u5730\u63a8\u52a8\u4e86\u57ce\u5e02\u79d1\u5b66\u7684\u8de8\u5b66\u79d1\u53d1\u5c55\u3002\u590d\u6742\u6027\u79d1\u5b66\u4ece\u6f14\u751f\u7684\u89c6\u89d2\uff0c\u5728\u4e0d\u540c\u7684\u65f6\u7a7a\u5c3a\u5ea6\u4e0a\u7814\u7a76\u57ce\u5e02\u73b0\u8c61\u7684\u57fa\u7840\u89c4\u5f8b\uff0c\u4e30\u5bcc\u4e86\u57ce\u5e02\u79d1\u5b66\u7684\u7406\u8bba\u6846\u67b6\uff1b\u540c\u65f6\uff0c\u57fa\u4e8e\u590d\u6742\u7cfb\u7edf\u7684\u6a21\u62df\u65b9\u6cd5\u4e5f\u5728\u5b9e\u8df5\u4e2d\u6709\u5e7f\u9614\u7684\u5e94\u7528\u524d\u666f\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      \u5728\u8fd9\u4e2a\u5927\u80cc\u666f\u4e0b\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u7684\u201c\u57ce\u5e02\u79d1\u5b66\u201d\u8bfb\u4e66\u4f1a\u7531\u5317\u4eac\u5927\u5b66\u52a9\u7406\u6559\u6388\u8463\u78ca\u8054\u5408\u660e\u5c3c\u82cf\u8fbe\u5927\u5b66\u52a9\u7406\u6559\u6388\u6731\u9012\u3001\u4e2d\u5357\u5927\u5b66\u5730\u7403\u79d1\u5b66\u4e0e\u4fe1\u606f\u7269\u7406\u5b66\u9662\u6559\u6388\u674e\u6d77\u5cf0\u3001\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u535a\u58eb\u5bc4\u5bb6\u8c6a\u5171\u540c\u53d1\u8d77\uff0c\u901a\u8fc7\u5bf9\u201c\u57ce\u5e02\u4f5c\u4e3a\u590d\u6742\u7cfb\u7edf\u201d\u7684\u7406\u8bba\u3001\u7814\u7a76\u65b9\u6cd5\u53ca\u5e94\u7528\u7684\u5206\u4eab\u3001\u8ba8\u8bba\u548c\u68b3\u7406\uff0c\u4fc3\u8fdb\u76f8\u5173\u9886\u57df\u5b66\u8005\u7684\u4ea4\u6d41\uff0c\u63a8\u52a8\u4ea4\u53c9\u5b66\u79d1\u95f4\u7684\u5408\u4f5c\uff0c\u4fc3\u8fdb\u57ce\u5e02\u79d1\u5b66\u7684\u53d1\u5c55\u548c\u7814\u7a76\u3002<\/span><\/section>\n

      <\/span><\/section>\n
      \u672c\u7cfb\u5217\u8bfb\u4e66\u4f1a\u7ebf\u4e0a\u8fdb\u884c\uff0c2023\u5e747\u67081\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u516d\u665a 20:00-22:00\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba110\u5468\u3002\u8bfb\u4e66\u4f1a\u8be6\u60c5\u53ca\u53c2\u4e0e\u65b9\u5f0f\u89c1\u540e\u6587\u3002<\/span><\/section>\n

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

      <\/section>\n
      \u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/section>\n
      \u57ce\u5e02\u79d1\u5b66\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1aAI\u4e0e\u56e0\u679c\u4ea4\u7ec7\u7684\u57ce\u5e02\u590d\u6742\u7cfb\u7edf<\/a><\/span><\/section>\n

      <\/strong><\/h4>\n

      <\/section>\n

      <\/section>\n
      \u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/section>\n

      <\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

      \u5bfc\u8bed \u968f\u7740\u5927\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u7684\u98de\u901f\u53d1\u5c55\uff0c\u65f6\u7a7aAI\u5df2\u7ecf\u6210\u4e3a\u57ce\u5e02\u79d1\u5b66\u9886\u57df\u5b66\u754c\u548c\u4e1a\u754c\u5171\u540c\u5173\u6ce8\u7684\u7126\u70b9\u3002\u901a\u8fc7\u6536\u96c6\u548c\u5206\u6790\u5927\u91cf\u7684\u65f6\u7a7a\u6570\u636e\uff0c\u6211\u4eec\u80fd\u591f\u6df1\u5165\u4e86\u89e3\u57ce\u5e02\u4e2d\u7684\u4ea4\u901a\u6d41\u91cf\u3001\u4eba\u6d41\u52a8\u6001\u3001\u8d44\u6e90\u5206\u914d\u7b49\u5173\u952e\u4fe1\u606f\u3002\u501f\u52a9\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u57ce\u5e02\u8fd0\u884c\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u6d4b\u548c\u9884\u6d4b\uff0c\u4ece\u800c\u505a\u51fa\u66f4\u79d1\u5b66\u7684\u51b3\u7b56\u548c\u89c4\u5212\u3002\u90a3\u4e48\uff0c\u65f6\u7a7a\u6570\u636e\u7684\u6765…<\/p>\n","protected":false},"author":0,"featured_media":44544,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/44549"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=44549"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/44549\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/44544"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=44549"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=44549"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=44549"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=44549"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}