{"id":4490,"date":"2017-07-29T01:00:00","date_gmt":"2017-07-28T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-11T14:47:52","modified_gmt":"2018-12-11T06:47:52","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e3%80%81%e7%90%86%e8%ae%ba%e7%89%a9%e7%90%86%e3%80%81%e8%ae%a1%e7%ae%97%e7%a4%be%e4%bc%9a%e5%ad%a6%e7%9a%84%e7%a2%b0%e6%92%9e-%e8%ae%b02017%e9%9b%86%e6%99%ba","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=4490","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u3001\u7406\u8bba\u7269\u7406\u3001\u8ba1\u7b97\u793e\u4f1a\u5b66\u7684\u78b0\u649e | \u8bb02017\u96c6\u667a-\u51ef\u98ce\u7814\u8bfb\u8425"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\" ><img    class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534232066-1.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><span style=\"font-size: 13px;\"><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">&nbsp;2017\u5e74\u4e4b\u590f\uff0c\u53e4\u5317\u6c34\u9547\uff0c\u5929\u6717\u6c14\u6e05\uff0c\u60e0\u98ce\u548c\u7545\u3002\u96c6\u667a\u4ff1\u4e50\u90e8\u548c\u51ef\u98ce\u57fa\u91d1\u4f1a\u987a\u5229\u4e3e\u529e\u4e86\u7b2c\u4e8c\u5c4a\u96c6\u667a\u51ef\u98ce\u7814\u8bfb\u8425\u3002<strong>\u7ee7\u53bb\u5e74\u201c\u51e0\u4f55\u4e0e\u5b66\u4e60\u201d\u7684\u4e3b\u9898\u540e\uff0c\u672c\u6b21\u7814\u8bfb\u8425\u53c8\u8ba9\u673a\u5668\u5b66\u4e60\u3001\u7406\u8bba\u7269\u7406\u3001\u8ba1\u7b97\u793e\u4f1a\u5b66\u4e09\u8005\u64e6\u51fa\u4e86\u706b\u82b1\u3002<\/strong>\u96c6\u667a\u51ef\u98ce\u7814\u8bfb\u8425\u7edd\u4e0d\u540c\u4e8e\u4e00\u822c\u7684\u8bfb\u4e66\u4f1a\u2014\u2014\u8fd9\u91cc\u78b0\u649e\u7684\u662f\u524d\u6cbf\u7684\u79d1\u5b66\u8fdb\u5c55\uff0c\u662f\u8de8\u5b66\u79d1\u7684\u79d1\u6280\u521b\u60f3\u3002\u5f53\u7136\uff0c\u8fd9\u4e00\u5207\u7684\u57fa\u7840\u662f\u90a3\u7fa4\u9f50\u805a\u4e00\u5802\u3001\u6c42\u77e5\u8bba\u9053\u7684\u9752\u5e74\u624d\u4fca\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; 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margin-right: 0.5em;\"><img    class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534232066-2.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5f53\u7136\uff0c\u4e0d\u53ea\u662f\u53ea\u6709\u7b14\u8005\u79c1\u4e0b\u559c\u6b22\u5c24\u4ea6\u5e84\u3002\u201c<span style=\"font-size: 13.3333px;\">\u8c08\u7b11\u6709\u9e3f\u5112\uff0c\u5f80\u6765\u65e0\u767d\u4e01<\/span>\u201d\uff0c\u8fd9\u8bdd\u8bf4\u96c6\u667a\u7814\u8bfb\u8425\u5927\u6982\u662f\u4e00\u70b9\u4e0d\u5dee\u7684\u3002\u6211\u4eec\u8fd9\u91cc\u8fd8\u6709\u7740\u66f4\u591a\u8574\u542b\u6d1e\u89c1\u7684\u5934\u8111\uff0c\u66f4\u591a\u5507\u67aa\u820c\u5251\u7684\u6fc0\u8361\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<section class=\"mpa-template\"    style=\"white-space: normal; margin-left: 0.5em; margin-right: 0.5em;\">\n<section  style=\"margin-top: 20px; display: flex; -webkit-box-pack: center; justify-content: center; -webkit-box-align: center; align-items: center;\">\n<section  style=\"width: 35px; height: 35px;\">\n<section  style=\"width: 35px; height: 35px; display: flex; -webkit-box-pack: center; justify-content: center; -webkit-box-align: center; align-items: center; border-radius: 50%; border-width: 1px; border-style: solid; border-color: rgb(105, 13, 3);\">\n<section  style=\"padding: 5px; background-color: rgb(105, 13, 3); color: rgb(255, 255, 255); width: 26.2153px; height: 26.2153px; border-radius: 50%; font-size: 14px; line-height: 20px; text-align: center;\">1<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 15px 0.5em 20px; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"color: rgb(123, 12, 0); font-size: 16px;\"><strong>\u793e\u4f1a\u5b66\u6e38\u620f<br  \/><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u7b2c\u4e00\u65e5\u4e0b\u5348\uff0c\u4ece\u8ba1\u7b97\u793e\u4f1a\u5b66\u7684\u51e0\u4f4d\u670b\u53cb\u9886\u5934\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u7814\u8bfb\u8425\u6240\u6709\u4eba\u53c2\u4e0e\u7684\u793e\u4f1a\u5b66\u6e38\u620f\u3002\u5168\u90e8\u4eba\u5458\u6309\u7167\u80cc\u666f\u5206\u4e3a\u4e24\u7ec4\uff0c\u5206\u522b\u4e3a\u7269\u7406\u7ec4\u548c\u793e\u4f1a\u5b66\u7ec4\u3002\u7269\u7406\u7ec4\u63d0\u51fa5\u4e2atopic\uff0c\u6bcf\u4e2atopic\u4e0b\u9644\u4e0a\u4e00\u4f18\u4e00\u52a3\u4e24\u7bc7paper\u3002\u793e\u4f1a\u5b66\u65b9\u9762\u4e5f\u662f\u63d0\u51fa5\u4e2atopic\uff0c\u6bcf\u4e2atopic\u4e0b\u540c\u6837\u9644\u4e0a\u4e00\u4f18\u4e00\u52a3\u4e24\u7bc7paper\u3002<strong>\u90a3\u4e48\u67d0\u4e2a\u9886\u57df\u7684\u5b66\u8005\u80fd\u5426\u72ec\u7acb\u5728\u9605\u8bfb\u6807\u9898\u548c\u6458\u8981\u540e\u5224\u65ad\u53e6\u4e00\u4e2a\u9886\u57df\u8bba\u6587\u7684\u4f18\u52a3\u5462\uff1f\u5728\u4e92\u76f8\u8ba8\u8bba\u540e\uff0c\u5927\u5bb6\u53c8\u80fd\u5426\u5224\u65ad\u5730\u66f4\u51c6\u786e\uff1f\u5b66\u8005\u4f1a\u56e0\u4e3a\u5176\u4ed6\u8ba4\u53ef\u67d0\u9879\u7814\u7a76\u800c\u53d8\u5f97\u66f4\u8ba4\u53ef\u8be5\u7814\u7a76\u5417\uff1f<\/strong><\/span><img    class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534232067.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em;\"><img    class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534232067.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u4ece\u66f4\u5927\u7684\u65b9\u9762\u6765\u8bb2\uff0c\u6587\u5316\u4ea7\u54c1\u7684\u6d41\u884c\u8d77\u6765\u7684\u8fc7\u7a0b\u662f\u5426\u6709\u5f88\u5927\u7684\u968f\u673a\u6210\u5206\u5462\uff1f\u7814\u8ba8\u4f1a\u4e0a\u4e00\u4f4d\u6765\u81ea\u666e\u6797\u65af\u987f\u7684\u5728\u8bfb\u535a\u58eb\u751f\u5f20\u6db5\u4ecb\u7ecd\u4e86\u4e00\u4e2a\u7ecf\u5178\u793e\u4f1a\u5b66\u5b9e\u9a8c\u5f97\u5230\u7684\u6709\u8da3\u7ed3\u8bba\uff0c\u6587\u5316\u4ea7\u54c1\u7684\u6d41\u884c\u5927\u4f53\u4e0a\u548c\u4ea7\u54c1\u8d28\u91cf\u662f\u6b63\u76f8\u5173\u7684\uff0c\u4f46\u6d88\u8d39\u8005\u6781\u5bb9\u6613\u88ab\u5176\u4ed6\u7528\u6237\u7684\u503e\u5411\u5f71\u54cd\u3002\u6700\u6d41\u884c\u7684\u6587\u5316\u4ea7\u54c1\u4f1a\u53d7\u603b\u9500\u91cf\u3001\u603b\u4e0b\u8f7d\u91cf\u3001\u603b\u6536\u85cf\u91cf\u7b49\u56e0\u7d20\u5f71\u54cd\u800c\u62c9\u5f00\u4e0e\u5176\u4ed6\u4ea7\u54c1popularity\u7684\u5dee\u8ddd\u3002\u539f\u6765\u4e00\u6b21\u8de8\u9886\u57df\u8bfb\u6587\u732e\u6e38\u620f\u80cc\u540e\u4e5f\u53ef\u4ee5\u6709\u8fd9\u4e48\u591a\u793e\u4f1a\u5b66\u80cc\u666f\u7684\u3002<\/span><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal;\"><img    class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534232067.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"white-space: normal; margin-left: 0.5em; margin-right: 0.5em;\"><br  \/><\/p>\n<section class=\"mpa-template\"    style=\"white-space: normal; margin-left: 0.5em; margin-right: 0.5em;\">\n<section  style=\"margin-top: 20px; display: flex; -webkit-box-pack: center; justify-content: center; -webkit-box-align: center; align-items: center;\">\n<section  style=\"width: 35px; height: 35px;\">\n<section  style=\"width: 35px; height: 35px; display: flex; -webkit-box-pack: center; justify-content: center; -webkit-box-align: center; align-items: center; border-radius: 50%; border-width: 1px; border-style: solid; border-color: rgb(105, 13, 3);\">\n<section  style=\"padding: 5px; background-color: rgb(105, 13, 3); color: rgb(255, 255, 255); width: 26.2153px; height: 26.2153px; border-radius: 50%; font-size: 14px; line-height: 20px; text-align: center;\">2<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 15px 0.5em 20px; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"color: rgb(123, 12, 0); font-size: 16px;\"><strong>&nbsp;\u4ece\u7269\u7406\u5230\u667a\u80fd<br  \/><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u800c\u7b14\u8005\u6700\u6295\u5165\u7684\u4e00\u573a\u8ba8\u8bba\u662f\u5173\u4e8e<strong>\u201c\u7269\u7406\u4e0e\u667a\u80fd\u201d<\/strong>\u7684\u3002\u6211\u4eec\u4ece\u81ea\u7136\u79d1\u5b66\u7684\u8bf8\u591a\u89d2\u5ea6\u5ba1\u89c6\u4e86\u6df1\u5ea6\u5b66\u4e60\u3002<\/span><\/p>\n<p style=\"margin-top: 5px; margin-left: 0.5em; margin-right: 0.5em;\"><img    class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534232068.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><strong><span style=\"font-size: 13px;\">\u4ece\u6570\u5b66\u7684\u89d2\u5ea6\u6765\u770b\uff0c<\/span><\/strong><span style=\"font-size: 13px;\">\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u79cd\u5177\u6709\u6781\u597d\u8868\u8fbe\u80fd\u529b\u7684\u6a21\u578b\u3002\u53ea\u8981\u6709\u8db3\u591f\u591a\u7684\u795e\u7ecf\u5143\uff0c\u6211\u4eec\u80fd\u62df\u5408\u4efb\u4f55\u8fde\u7eed\u7684\u76ee\u6807\u51fd\u6570\u3002\u800c\u5f53\u795e\u7ecf\u5143\u6570\u76ee\u63a5\u8fd1\u7684\u65f6\u5019\uff0c\u6df1\u7684\u7f51\u7edc\u6bd4\u5bbd\u7684\u7f51\u7edc\u5177\u6709\u66f4\u597d\u7684\u8868\u8fbe\u80fd\u529b\u3002\u5c3d\u7ba1\u6df1\u5ea6\u7f51\u7edc\u7684\u5f3a\u5927\u8868\u8fbe\u80fd\u529b\u6709\u7740\u4e25\u5bc6\u7684\u6570\u5b66\u57fa\u7840\uff0c\u4f46\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u6cdb\u5316\u80fd\u529b\u5374\u662f\u5f88\u4ee4\u4eba\u5403\u60ca\u7684\u3002\u4ece\u7edf\u8ba1\u5b66\u4e60\u7684\u89d2\u5ea6\uff0c\u4e00\u822c\u8ba4\u4e3a\u81f3\u5c1110\u4e2a\u4ee5\u4e0a\u7684\u6837\u672c\u624d\u8db3\u591f\u8f83\u597d\u4f30\u8ba1\u4e00\u4e2a\u6a21\u578b\u53c2\u6570\u3002\u800c\u6df1\u5ea6\u6a21\u578b\u7684\u53c2\u6570\u5f80\u5f80\u662f\u8fdc\u8fdc\u591a\u4e8e\u6837\u672c\u6570\u3002\u8fd9\u6837\u201c\u7c97\u7565\u201d\u4f30\u8ba1\u5f97\u5230\u7684\u6a21\u578b\u53c2\u6570\u4e3a\u4ec0\u4e48\u8fd8\u80fd\u5728\u6d4b\u8bd5\u96c6\u4e0a\u6709\u826f\u597d\u7684\u8868\u73b0\u5462\uff1f\u795e\u7ecf\u7f51\u7edc\u8c1c\u4e00\u6837\u7684\u6cdb\u5316\u80fd\u529b\u662f\u6df1\u5ea6\u5b66\u4e60\u7406\u8bba\u7684\u4e00\u5927\u6311\u6218\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><strong><span style=\"font-size: 13px;\">\u4ece\u7269\u7406\u7684\u89d2\u5ea6\u6765\u770b\uff0c<\/span><\/strong><span style=\"font-size: 13px;\">\u7269\u7406\u5b9a\u5f8b\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u6709\u975e\u5e38\u5de7\u5999\u7684\u4f53\u73b0\u3002\u7531\u4e8e\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u59cb\u7ec8\u662f\u7b26\u5408\u7269\u7406\u5b9a\u5f8b\u7684\u8fd9\u4e2a\u4e16\u754c\u7684\u67d0\u79cd\u63cf\u8ff0\uff0c\u8fd9\u4e9b\u7b26\u5408\u7269\u7406\u5b9a\u5f8b\u7684\u6570\u636e\u6ce8\u5b9a\u53ea\u662f\u6574\u4e2a\u6570\u5b66\u7a7a\u95f4\u7684\u4e00\u5c0f\u90e8\u5206\u3002\u6bd4\u5982\u8bf4\uff0c100*100\u7684\u7070\u5ea6\u56fe\uff0c\u6570\u5b66\u7a7a\u95f4\u91cc\u6709256\u76841000\u6b21\u65b9\u79cd\u56fe\u7247\uff0c\u4f46\u662f\u7269\u7406\u4e16\u754c\u4f1a\u51fa\u73b0\u7684\u56fe\u7247\uff08\u6bd4\u5982\u6570\u5b57\u3001\u732b\uff09\uff0c\u5b9e\u9645\u4e0a\u662f\u975e\u5e38\u6709\u9650\u7684\u3002\u6240\u4ee5\u4e00\u79cd\u53ef\u80fd\u7684\u89e3\u91ca\u662f\uff0c\u795e\u7ecf\u7f51\u7edc\u548c\u771f\u5b9e\u4e16\u754c\u90fd\u7b26\u5408\u67d0\u79cd\u7edf\u8ba1\u5148\u9a8c\u3002\u8fd9\u79cd\u5148\u9a8c\u7684\u5b58\u5728\u8ba9\u795e\u7ecf\u7f51\u7edc\u5b66\u5230\u7684\u51fd\u6570\u76f8\u5f53\u7a0b\u5ea6\u4e0a\u8d34\u8fd1\u7b26\u5408\u7269\u7406\u73b0\u5b9e\u7684\u51fd\u6570\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u7269\u7406\u5b66\u4e2d\u7684\u7a7a\u95f4\u5e73\u79fb\u5bf9\u79f0\u6027\u3001\u65f6\u95f4\u5e73\u79fb\u5bf9\u79f0\u6027\u4e5f\u662f\u91cd\u8981\u7684\u5148\u9a8c\u3002\u5176\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u4f53\u73b0\u5c31\u662f\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u548cLSTM\u6a21\u578b\u3002\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5e95\u5c42\u5171\u4eab\u4e86\u63a2\u6d4b\u56fe\u50cf\u7279\u5f81\u7684kernel\uff0c\u8fd9\u91cc\u5229\u7528\u7684\u7269\u7406\u5148\u9a8c\u662f\u7a7a\u95f4\u5e73\u79fb\u4e0d\u53d8\u6027\uff08\u5e73\u79fb10\u4e2a\u50cf\u7d20\u7684\u732b\u8fd8\u662f\u4e00\u53ea\u732b\uff09\u3002LSTM\u5219\u5171\u4eab\u4e86\u65f6\u95f4\u5e8f\u5217\u7684\u6a21\u5f0f\uff0c\u5229\u7528\u7684\u7269\u7406\u5148\u9a8c\u5219\u662f\u65f6\u95f4\u5e73\u79fb\u4e0d\u53d8\u6027\uff08\u8bed\u8a00\u5e8f\u5217\u59cb\u7ec8\u9075\u5faa\u7279\u5b9a\u7684\u8bed\u6cd5\u7ed3\u6784\uff09\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><strong><span style=\"font-size: 13px;\">\u4e3a\u4ec0\u4e48\u795e\u7ecf\u7f51\u7edc\u5f88\u53ef\u80fd\u5929\u7136\u5730\u7b26\u5408\u7269\u7406\u5148\u9a8c\u5462\uff1f<\/span><\/strong><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><strong><span style=\"font-size: 13px;\">\u6211\u4eec\u518d\u8fdb\u4e00\u6b65\u4ece\u751f\u7269\u5b66\u7684\u89d2\u5ea6\u6765\u770b\u8fd9\u4e2a\u95ee\u9898\u3002<\/span><\/strong><span style=\"font-size: 13px;\">\u6211\u4eec\u77e5\u9053\uff0c\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u4e0e\u5927\u8111\u5b9e\u9645\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u7c7b\u4f3c\uff0c\u90fd\u5177\u5907\u7c7b\u4f3c\u4e8elayer\u7684\u5c42\u7ea7\u7ed3\u6784\u3002\u5728\u6f2b\u957f\u7684\u8fdb\u5316\u8fc7\u7a0b\u4e2d\uff0c\u4e3a\u4e86\u66f4\u597d\u5730\u611f\u77e5\u7269\u7406\u4e16\u754c\uff0c\u4eba\u8111\u8fdb\u5316\u51fa\u7684\u5c42\u7ea7\u7684\u795e\u7ecf\u7f51\u7edc\u3002\u8fd9\u4ef6\u4e8b\u672c\u8eab\u5c31\u8bf4\u660e\u4e86\uff0c\u5c42\u7ea7\u7684\u795e\u7ecf\u7f51\u7edc\u5f88\u53ef\u80fd\u662f\u9002\u4e8e\u5b66\u4e60\u8fd9\u4e2a\u7269\u7406\u4e16\u754c\u7684\uff0c\u662f\u7b26\u5408\u7269\u7406\u5148\u9a8c\u7684\u3002\u673a\u5668\u5b66\u4e60\u79d1\u5b66\u5bb6\u53d1\u73b0\u5377\u79ef\u6838\u975e\u5e38\u9002\u4e8e\u5b66\u4e60\u56fe\u50cf\u4e2d\u7684\u5e95\u5c42\u7279\u5f81\uff0c\u5176\u751f\u7269\u5b66\u4e0a\u7684\u5bf9\u5e94\u5c31\u662f\u89c6\u89c9\u795e\u7ecf\u7ec6\u80de\u7684\u611f\u53d7\u5668\u975e\u5e38\u63a5\u8fd1\u4e8e\u5377\u79ef\u6838\u3002&nbsp;<\/span><img    class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534232068.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5927\u6982\u53ea\u6709\u5728\u8fd9\u6837\u7684\u7814\u8bfb\u8425\uff0c\u5728\u8fd9\u6837\u7684\u8de8\u9886\u57df\u4ea4\u6d41\u7684\u6c14\u6c1b\u4e0b\uff0c\u4f60\u624d\u80fd\u540c\u65f6\u53d1\u73b0\u8fd9\u4e48\u591a\u9886\u57df\u7684\u6709\u8da3\u7075\u9b42\uff0c\u8fd9\u4e48\u591a\u89d2\u5ea6\u7684\u6df1\u523b\u601d\u60f3\u3002<\/span><\/p>\n<div class=\"post-image\"><img    class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534232068-1.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/div>\n<blockquote>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><strong><span style=\"font-size: 13px;\">&nbsp;\u8c22\u6cfd\u67ef &nbsp;<\/span><\/strong><span style=\"font-size: 13px;\">\u4e1c\u4eac\u5927\u5b66\u5de5\u5b66\u7cfb\u7814\u7a76\u79d1\u7855\u58eb\u4e8c\u5e74\u7ea7<\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px;\"><strong><span style=\"font-size: 13px;\">&nbsp;\u7814\u7a76\u65b9\u5411\uff1a<\/span><\/strong><span style=\"font-size: 13px;\">\u673a\u5668\u5b66\u4e60\u7684\u7269\u7406\u65b9\u6cd5\u3002\u7528\u7269\u7406\u7684\u6a21\u578b\u548c\u65b9\u6cd5\u6765\u63a2\u7a76\u673a\u5668\u5b66\u4e60\u7684\u7406\u8bba\u673a\u5236\u3002<\/span><\/p>\n<\/blockquote>\n<p><br  \/><\/p>\n<section class=\"mpa-template\"   >\n<section style=\"margin-top: 20px;display: -webkit-box;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" >\n<section style=\"width: 35px;height: 35px;\" >\n<section style=\"width: 100%; height: 100%; display: flex; -webkit-box-pack: center; justify-content: center; -webkit-box-align: center; align-items: center; border-radius: 50%; border-width: 1px; border-style: solid; border-color: rgb(105, 13, 3);\" >\n<section style=\"background-color: rgb(105, 13, 3); padding: 5px; color: rgb(255, 255, 255); width: 80%; height: 80%; border-radius: 50%; font-size: 14px; line-height: 20px; text-align: center;\" >3<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 15px 0.5em 20px; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 16px;\">\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em 20px; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><span style=\"text-decoration: underline; color: rgb(123, 12, 0);\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486036&amp;idx=1&amp;sn=7315bc188dc3fa9ebd075cc9f7827b33&amp;chksm=e89450d9dfe3d9cf1c23fb1eefa55bb45ab5229a407d1e8d917e06852e37e08d4ba7ca555aa4&amp;scene=21#wechat_redirect\" target=\"_blank\">AI&amp;Policy\u7814\u8ba8\u4f1a\u7b2c\u4e8c\u65e5\uff1a\u5f53\u590d\u6742\u7cfb\u7edf\u9047\u89c1\u6df1\u5ea6\u5b66\u4e60<\/a><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><span style=\"text-decoration: underline; color: rgb(123, 12, 0);\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486031&amp;idx=1&amp;sn=b76eece3e6527c85f15cdc8626597835&amp;chksm=e89450c2dfe3d9d4985cbc0418f057a65fd871ae9daec48666d8d06eeeb16f2d5110ac80c22b&amp;scene=21#wechat_redirect\" target=\"_blank\">\u96c6\u667aAI&amp;Policy\u7814\u8ba8\u4f1a\uff1a\u4e2d\u56fd\u79d1\u5b66\u5bb6\u56fd\u9645\u5730\u4f4d\u4e0a\u5347<\/a><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485195&amp;idx=1&amp;sn=44f65c72ec6e672c31c9c99d32df0eda&amp;chksm=e8945d86dfe3d490355b87c7f85b19b59b0f8f2da2800f56ffe999ebb3ce8033ddd721ebd99c&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline; font-size: 13px;\"><span style=\"font-size: 13px;\"><strong>\u5bf9\u673a\u5668\u5b66\u4e60\u3001\u5f20\u91cf\u7f51\u7edc\u548c\u7269\u7406\u7684\u4e00\u4e9b\u770b\u6cd5 | \u7a0b\u5d69<\/strong><\/span><\/a><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485150&amp;idx=1&amp;sn=3dd07074138dbe575f491511f8954a5e&amp;chksm=e8945c53dfe3d54506dbe24b5b6e311bccc3c9f797e6041ce7dfd643eb41180c5395135a186b&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline; font-size: 13px;\"><span style=\"font-size: 13px;\"><strong>\u96c6\u667a\u51ef\u98ce\u7814\u8bfb\u8425\u300c\u7f51\u7edc\u3001\u51e0\u4f55\u4e0e\u673a\u5668\u5b66\u4e60\u300d| \u5085\u6e25\u6210<\/strong><\/span><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485108&amp;idx=1&amp;sn=b69eb08fe691333a5447a898ff7fd374&amp;chksm=e8945c39dfe3d52f7b0ab22401093128fd89115bcb968ca7da20f9b590521c0c255e419b8eab&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline; font-size: 13px;\"><span style=\"font-size: 13px;\"><strong>\u671d\u95fb\u9053\uff0c\u5915\u5982\u4f55\uff1f | \u5c0f\u6728\u7403<\/strong><\/span><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><span style=\"text-decoration: underline; color: rgb(123, 12, 0);\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485039&amp;idx=1&amp;sn=29eb6e437140d960382212e6ccb3563d&amp;chksm=e8945ce2dfe3d5f44283cc0526b2f938ccfcf8f355d459a8c89fac730aa428562a467bef5d5d&amp;scene=21#wechat_redirect\" target=\"_blank\">What can we know from the given data?&nbsp;<\/a><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><span style=\"text-decoration: underline; color: rgb(123, 12, 0);\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485034&amp;idx=1&amp;sn=7ff4a07027799203288ced47af6653f2&amp;chksm=e8945ce7dfe3d5f1cf956222206bc44268777bd2a60ca3d188d574e9d8bf74341b7259e664d8&amp;scene=21#wechat_redirect\" target=\"_blank\">\u6211\u7684\u80a9\u4e0a\u662f\u98ce\uff0c\u98ce\u4e0a\u662f\u95ea\u70c1\u7684\u661f\u7fa4&nbsp;<\/a><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"text-decoration: underline; font-size: 13px;\"><strong><span style=\"text-decoration: underline; color: rgb(123, 12, 0);\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247484332&amp;idx=1&amp;sn=59e00ee5ac19bc4bb8c1acb16508a350&amp;chksm=e8945921dfe3d03743b5483f257b0ee5c3b8573761774e6764b53ff2b6c1f2ab93746b34a42b&amp;scene=21#wechat_redirect\" target=\"_blank\">\u7edf\u4e00\u4e4b\u8def\uff1a\u91cf\u5b50\u7ea0\u7f20\u3001\u65f6\u7a7a\u51e0\u4f55\u4e0e\u673a\u5668\u5b66\u4e60<\/a><\/span><\/strong><\/span><span style=\"font-size: 13px;\"><strong><span style=\"color: rgb(123, 12, 0); font-size: 16px;\"><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><br  \/><\/p>\n<hr style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); background-color: rgb(255, 255, 255);\"  \/>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); background-color: rgb(255, 255, 255); text-align: center;\"><img class=\"__bg_gif\"     width=\"100%\" style=\"letter-spacing: 0.5px; visibility: visible !important; width: 64px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534232068.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); line-height: 25.6px; letter-spacing: 0.5px; background-color: rgb(255, 255, 255);\">\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; text-align: center; outline: none;\">\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; outline: none;\">\n<section   style=\"outline: none;\">\n<section  style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 15px; outline: none;\">\n<section  style=\"line-height: 25.6px; border-color: rgb(123, 12, 0);\">\n<p style=\"margin-top: 10px; margin-bottom: 10px; padding-right: 3px; padding-left: 3px; transform: translate3d(0px, 0px, 0px); border-color: rgb(123, 12, 0); line-height: 1.5em;\"><strong><span style=\"font-size: 12px; color: rgb(136, 136, 136);\">\u96c6\u667aQQ\u7fa4\uff5c292641157<br  \/>\u5546\u52a1\u5408\u4f5c\uff5czhangqian@swarma.org<br  \/>\u6295\u7a3f\u8f6c\u8f7d\uff5cwangting@swarma.org<\/span><\/strong><\/p>\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; outline: none;\">\n<h1 style=\"margin-top: 10px; margin-bottom: 10px; line-height: 1.75em;\"><strong style=\"font-size: 14px; white-space: pre-wrap; color: rgb(0, 112, 192); line-height: 25.6px;\"><strong style=\"line-height: 28px; white-space: normal; color: rgb(61, 170, 214); font-size: 20px;\"><span style=\"font-size: 14px; color: rgb(136, 136, 136);\"><span style=\"color: rgb(255, 76, 0);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(0, 128, 255);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(61, 170, 214);\">\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 19px; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); line-height: 23.2727px; overflow-wrap: break-word !important;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 19px; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); line-height: 23.2727px; overflow-wrap: break-word !important;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"font-size: 14px;\"><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 19px; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); line-height: 23.2727px; overflow-wrap: break-word !important;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"font-size: 14px;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 14px; color: rgb(71, 193, 168); line-height: 20px; overflow-wrap: break-word !important;\">\n<p style=\"margin: 5px auto; padding: 10px; width: 180px; border-width: 2px; border-style: dashed; border-color: rgb(132, 132, 132); line-height: normal; overflow-wrap: break-word !important;\"><img class=\"\"      width=\"auto\" style=\"overflow-wrap: break-word !important; visibility: visible !important; width: auto !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534232069.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<\/section>\n<p><span style=\"font-size: 14px;\">\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<blockquote class='keep-source'>\n<p>\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a                         \u96c6\u667a\u4ff1\u4e50\u90e8                      <\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp;2017\u5e74\u4e4b\u590f\uff0c\u53e4\u5317\u6c34\u9547\uff0c\u5929\u6717\u6c14\u6e05\uff0c\u60e0\u98ce\u548c\u7545\u3002\u96c6\u667a\u4ff1\u4e50\u90e8\u548c\u51ef\u98ce\u57fa\u91d1\u4f1a\u987a\u5229\u4e3e\u529e\u4e86\u7b2c\u4e8c\u5c4a\u96c6\u667a\u51ef\u98ce\u7814\u8bfb\u8425\u3002\u7ee7\u53bb\u5e74\u201c\u51e0\u4f55\u4e0e\u5b66\u4e60\u201d\u7684\u4e3b\u9898\u540e\uff0c\u672c\u6b21\u7814\u8bfb\u8425\u53c8\u8ba9\u673a\u5668\u5b66\u4e60\u3001\u7406\u8bba\u7269\u7406\u3001\u8ba1\u7b97\u793e\u4f1a\u5b66\u4e09\u8005\u64e6\u51fa\u4e86\u706b\u82b1\u3002\u96c6\u667a\u51ef\u98ce\u7814\u8bfb\u8425\u7edd\u4e0d\u540c\u4e8e\u4e00\u822c\u7684\u8bfb\u4e66\u4f1a\u2014\u2014\u8fd9\u91cc\u78b0\u649e\u7684\u662f\u524d\u6cbf\u7684\u79d1\u5b66\u8fdb\u5c55\uff0c\u662f\u8de8\u5b66\u79d1\u7684\u79d1\u6280\u521b\u60f3\u3002\u5f53\u7136\uff0c\u8fd9\u4e00\u5207&#8230;<\/p>\n","protected":false},"author":1,"featured_media":4491,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[23],"tags":[],"special":[11],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/4490"}],"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"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4490"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/4490\/revisions"}],"predecessor-version":[{"id":4506,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/4490\/revisions\/4506"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/4491"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4490"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4490"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4490"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=4490"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}