{"id":487,"date":"2018-07-24T01:00:00","date_gmt":"2018-07-23T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-06T14:56:30","modified_gmt":"2018-12-06T06:56:30","slug":"nature%ef%bc%9aai%e5%8f%af%e8%83%bd%e6%98%af%e6%80%a7%e5%88%ab%e5%92%8c%e7%a7%8d%e6%97%8f%e6%ad%a7%e8%a7%86%e5%88%86%e5%ad%90%ef%bc%9f%e6%94%b9%e8%bf%9b%e8%ae%ad%e7%bb%83%e6%95%b0%e6%8d%ae%e4%b8%8e","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=487","title":{"rendered":"Nature\uff1aAI\u53ef\u80fd\u662f\u6027\u522b\u548c\u79cd\u65cf\u6b67\u89c6\u5206\u5b50\uff1f\u6539\u8fdb\u8bad\u7ec3\u6570\u636e\u4e0e\u7b97\u6cd5\u8feb\u5728\u7709\u776b\uff01"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p ><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"body\" style=\"white-space: normal;\">\n<section style=\"text-align: center;\"><img class=\"\"     style=\"box-shadow: none;width: 558px;border-color: rgb(255, 255, 255);border-style: solid;visibility: visible !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534230813.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/section>\n<\/section>\n<p mpa-paragraph-type=\"body\" style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 13px;\">\u4f7f\u7528\u5e26\u6709\u504f\u89c1\u7684\u6570\u636e\u96c6\u6765\u8bad\u7ec3\u7684\u7b97\u6cd5\u53ea\u80fd\u628a\u5de6\u8fb9\u7684\u56fe\u7247\u8bc6\u522b\u4e3a\u65b0\u5a18\u3002\u6765\u6e90\uff1aNature<\/span><\/strong><\/span><\/p>\n<section class=\"mpa-template\"   >\n<p><\/p>\n<p><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section style=\"margin-left: 1em;color: rgb(105, 13, 3);font-size: 16px;line-height: 1.4;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\"><span style=\"border-color: rgb(105, 13, 3);color: rgb(255, 255, 255);overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\"><span style=\"padding: 0.2em 0.5em;border-color: rgb(105, 13, 3);font-weight: inherit;text-decoration: inherit;border-radius: 0.3em;text-align: center;background-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\" mpa-is-content=\"t\">\u5bfc\u8bed<\/span><\/strong><\/span><\/section>\n<section style=\"margin-top: -0.7em;color: rgb(105, 13, 3);font-size: 1em;border-width: 1px;border-style: solid;border-color: rgb(105, 13, 3);border-radius: 0.4em;overflow-wrap: break-word !important;\">\n<section style=\"padding: 1.4em 1em 1em;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\n<section style=\"font-size: 1em;font-weight: inherit;text-align: inherit;text-decoration: inherit;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\n<p style=\"clear: both;min-height: 1em;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;font-weight: inherit;letter-spacing: 0.544px;text-align: inherit;text-decoration: inherit;\">James Zou &nbsp;\u548c&nbsp; Londa Schiebinger \u8ba4\u4e3a\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u5fc5\u987b\u627e\u51fa\u504f\u89c1\u7684\u6765\u6e90\uff0c\u6d88\u9664\u5e26\u6709\u504f\u89c1\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u5e76\u5f00\u53d1\u4e00\u79cd\u8db3\u591f\u7a33\u5065\u7684\u7b97\u6cd5\u6765\u5bf9\u6297\u8fd9\u79cd\u6570\u636e\u4e0a\u504f\u89c1\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><\/p>\n<\/section>\n<section class=\"mpa-template\"   >\n<blockquote style=\"padding-left: 10px;border-left: 3px solid rgb(219, 219, 219);color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\" mpa-from-tpl=\"t\">\n<p mpa-paragraph-type=\"body\" style=\"margin-top: 5px;margin-bottom: 5px;clear: both;min-height: 1em;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\">\u7f16\u8bd1\uff1a\u96c6\u667a\u7ffb\u8bd1\u7ec4<br \/><\/span><\/p>\n<p mpa-paragraph-type=\"body\" style=\"clear: both;min-height: 1em;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\">\u6765\u6e90\uff1aNature<\/span><\/p>\n<p mpa-paragraph-type=\"body\" style=\"clear: both;min-height: 1em;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\">\u539f\u9898\uff1a<\/span><\/p>\n<p mpa-paragraph-type=\"body\" style=\"clear: both;min-height: 1em;\"><span style=\"letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;\">AI can be sexist and racist \u2014 it\u2019s time to make it fair<\/span><\/p>\n<\/blockquote>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u5f53\u8c37\u6b4c\u7ffb\u8bd1\u5c06\u897f\u73ed\u7259\u8bed\u7684\u65b0\u95fb\u6587\u7ae0\u7ffb\u8bd1\u6210\u82f1\u6587\u65f6\uff0c\u63d0\u53ca\u5973\u6027\u7684\u77ed\u8bed\u7ecf\u5e38\u4f1a\u53d8\u6210\u201c\u4ed6\u8bf4\u201d\u6216\u8005\u201c\u4ed6\u5199\u201d\u3002\u5c3c\u5eb7\u76f8\u673a\u6709\u4e00\u79cd\u8f6f\u4ef6\uff0c\u5982\u679c\u4eba\u4eec\u62cd\u7167\u65f6\u6b63\u5728\u7728\u773c\u7684\u8bdd\uff0c\u8fd9\u79cd\u8f6f\u4ef6\u4f1a\u63d0\u9192\u4ed6\u4eec\uff0c\u4f46\u662f\u5bf9\u4e8e\u4e9a\u6d32\u4eba\u800c\u8a00\uff0c\u76f8\u673a\u7684\u8f6f\u4ef6\u603b\u662f\u4f1a\u8ba4\u4e3a\u4ed6\u4eec\u5728\u7728\u773c\u3002\u8bcd\u5d4c\u5165\u4e5f\u662f\u4e00\u79cd\u6d41\u884c\u7b97\u6cd5\uff0c\u7528\u4e8e\u5206\u6790\u548c\u5904\u7406\u5927\u91cf\u7684\u81ea\u7136\u8bed\u8a00\u6570\u636e\uff0c\u4f46\u5b83\u4f1a\u628a\u6b27\u7f8e\u88d4\u7f8e\u56fd\u4eba\u63cf\u8ff0\u4e3a\u5feb\u4e50\u7684\uff0c\u800c\u5c06\u975e\u6d32\u88d4\u7f8e\u56fd\u4eba\u63cf\u8ff0\u4e3a\u4e0d\u5feb\u4e50\u7684\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">AI\u7cfb\u7edf\u53ef\u80fd\u4f1a\u5728\u5e94\u7528\u4e2d\u6b67\u89c6\u7279\u5b9a\u4eba\u7fa4\uff0c\u4e0a\u9762\u8fd9\u4e9b\u53ea\u662f\u8fc4\u4eca\u4e3a\u6b62\u53d1\u73b0\u7684\u4e00\u5c0f\u90e8\u5206\u4f8b\u5b50\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u51b3\u7b56\u4e0a\u7684\u504f\u89c1\u5e76\u975eAI\u72ec\u6709\uff0c\u4f46\u6b63\u5982\u8bb8\u591a\u7814\u7a76\u4eba\u5458\u6240\u6307\u51fa\u7684\u90a3\u6837\uff0cAI\u5e94\u7528\u8303\u56f4\u7684\u6269\u5927\u4f7f\u5f97\u8fd9\u4e2a\u95ee\u9898\u7684\u5904\u7406\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u5b9e\u9645\u4e0a\uff0c\u95ee\u9898\u7684\u666e\u904d\u6027\u610f\u5473\u7740\u6211\u4eec\u9700\u8981\u7cfb\u7edf\u6027\u7684\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u91cc\u5217\u51fa\u4e86\u51e0\u79cd\u53ef\u884c\u7684\u7b56\u7565\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"secondTitle\">\n<p><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u626d\u66f2\u7684\u6570\u636e<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u65e0\u8bba\u662f\u5728\u5b66\u672f\u754c\u8fd8\u662f\u5de5\u4e1a\u754c\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u90fd\u503e\u5411\u4e8e\u4f7f\u7528\u51fa\u7248\u7269\u6216\u8005\u5a92\u4f53\u7684\u62a5\u9053\u6765\u8bad\u7ec3\u66f4\u52a0\u590d\u6742\u7684\u7b97\u6cd5\u3002\u76f8\u5bf9\u800c\u8a00\uff0c\u5bf9\u6570\u636e\u7684\u6536\u96c6\uff0c\u5904\u7406\u548c\u7ec4\u7ec7\u5219\u5173\u6ce8\u8f83\u5c11\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" 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Turk\u8fdb\u884c\u6807\u6ce8\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u8fd9\u4e9b\u65b9\u6cd5\u65e0\u610f\u95f4\u5c31\u6709\u53ef\u80fd\u4f7f\u6570\u636e\u5e26\u6709\u6027\u522b\uff0c\u79cd\u65cf\u548c\u6587\u5316\u4e0a\u7684\u504f\u89c1\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534230813.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong style=\"color: rgb(136, 136, 136);font-size: 15px;text-align: center;white-space: normal;\"><span style=\"font-size: 13px;\">Tay \u56e0\u4e0d\u5f53\u8a00\u8bba\u800c\u88ab\u7d27\u6025\u4e0b\u7ebf\uff0c\u5176\u76ee\u6807\u4e92\u52a8\u7528\u6237\u4e3a18-24\u5c81\u7684\u5e74\u8f7b\u4eba\u3002 \u6765\u6e90\uff1ageekpark<\/span><\/strong><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u6709\u4e9b\u7fa4\u4f53\u7684\u4ee3\u8868\u6027\u8fc7\u9ad8\uff0c\u800c\u53e6\u4e00\u4e9b\u7fa4\u4f53\u7684\u4ee3\u8868\u6027\u4e0d\u8db3\u3002\u8d85\u8fc745%\u7684ImageNet\u6570\u636e\u6765\u81ea\u7f8e\u56fd\uff0c\u800c\u7f8e\u56fd\u4eba\u53e3\u53ea\u5360\u4e16\u754c\u76844%\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u4e2d\u56fd\u548c\u5370\u5ea6\u52a0\u8d77\u6765\u53ea\u8d21\u732e\u4e86ImageNet 3%\u7684\u6570\u636e\uff0c\u800c\u4e2d\u56fd\u548c\u5370\u5ea6\u4eba\u53e3\u52a0\u8d77\u6765\u5360\u4e86\u4e16\u754c\u4eba\u53e3\u768436%\u3002\u8fd9\u79cd<strong>\u5730\u57df\u591a\u6837\u6027\u7684\u7f3a\u4e4f<\/strong>\u90e8\u5206\u5730\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u7b97\u6cd5\u4f1a\u7ed9\u4e00\u5f20\u4f20\u7edf\u7f8e\u56fd\u65b0\u5a18\u7684\u7167\u7247\u8d34\u4e0a&#8221;\u65b0\u5a18&#8221;\uff0c&#8221;\u793c\u670d&#8221;\uff0c&#8221;\u5973\u4eba&#8221;\u7b49\u6807\u7b7e\uff0c\u800c\u4e00\u5f20\u5317\u5370\u5ea6\u65b0\u5a18\u7684\u7167\u7247\u53ea\u6709&#8221;\u8868\u6f14\u827a\u672f&#8221;\u548c&#8221;\u793c\u670d&#8221;\u4e24\u4e2a\u6807\u7b7e\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u5728\u533b\u5b66\u9886\u57df\uff0c\u673a\u5668\u5b66\u4e60\u505a\u9884\u6d4b\u53ef\u80fd\u66f4\u5bb9\u6613\u53d7\u5230\u5e26\u504f\u89c1\u7684\u8bad\u7ec3\u96c6\u7684\u5f71\u54cd\uff0c\u8fd9\u662f\u56e0\u4e3a\u533b\u7597\u6570\u636e\u7684\u751f\u4ea7\u548c\u6807\u6ce8\u6210\u672c\u975e\u5e38\u9ad8\u3002\u53bb\u5e74\uff0c\u7814\u7a76\u4eba\u5458\u5229\u7528\u4e86\u6df1\u5ea6\u5b66\u4e60\u4ece\u7167\u7247\u4e2d\u8bc6\u522b\u76ae\u80a4\u764c\u3002\u4ed6\u4eec\u4f7f\u7528129,450\u5f20\u56fe\u7247\u4f5c\u4e3a\u6570\u636e\u96c6\u8bad\u7ec3\u4ed6\u4eec\u7684\u6a21\u578b\uff0c\u5176\u4e2d\u768460%\u662f\u4eceGoogle\u56fe\u7247\u4e2d\u722c\u53d6\u5f97\u5230\u7684\u3002\u4f46\u662f\u8fd9\u4e9b\u56fe\u7247\u4e2d\uff0c\u53ea\u67095%\u6765\u81ea\u4e8e\u6df1\u8272\u4eba\u79cd\uff0c\u800c\u4e14\u8be5\u7b97\u6cd5\u4e5f\u6ca1\u6709\u5728\u6df1\u8272\u4eba\u7fa4\u4e2d\u8fdb\u884c\u6d4b\u8bd5\u3002\u56e0\u6b64\uff0c\u8be5\u5206\u7c7b\u5668\u5728\u4e0d\u540c\u80a4\u8272\u4eba\u79cd\u4e2d\u6027\u80fd\u4f1a\u6709\u5f88\u5927\u7684\u5dee\u5f02\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534230813.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 13px;\"><span style=\";\">\u6765\u6e90\uff1a<\/span><span style=\"border-width: 0px;border-style: initial;border-color: initial;\">Fig. 1b, Esteva, Kuprel&nbsp;et. al,&nbsp;2017<\/span><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u53e6\u4e00\u4e2a\u504f\u89c1\u53ef\u4ee5\u8ffd\u6eaf\u5230<strong>\u7b97\u6cd5<\/strong>\u672c\u8eab\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong>\u4e00\u4e2a\u5178\u578b\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7a0b\u5e8f\u4f1a\u5c1d\u8bd5\u5728\u8bad\u7ec3\u6570\u636e\u4e0a\u4f7f\u5f97\u9884\u6d4b\u7684\u603b\u4f53\u51c6\u786e\u7387\u8fbe\u5230\u6700\u5927\u3002<\/strong>\u5982\u679c\u4e00\u4e2a\u7279\u5b9a\u7fa4\u4f53\u5728\u8bad\u7ec3\u6570\u636e\u4e2d\u51fa\u73b0\u7684\u9891\u7387\u6bd4\u5176\u4ed6\u7fa4\u4f53\u4e2a\u4f53\u8981\u9ad8\uff0c\u90a3\u4e48\u8be5\u7a0b\u5e8f\u4f1a\u4e3a\u4e86\u6574\u4f53\u51c6\u786e\u7387\u7684\u63d0\u9ad8\uff0c\u800c\u4e3a\u8fd9\u4e2a\u7fa4\u4f53\u4e2d\u7684\u4e2a\u4f53\u8fdb\u884c\u4f18\u5316\u3002\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u5728\u6d4b\u8bd5\u6570\u636e\u96c6\u4e0a\u5bf9\u7b97\u6cd5\u8fdb\u884c\u8bc4\u4f30\uff0c\u4f46\u8fd9\u4e9b\u6570\u636e\u96c6\u901a\u5e38\u662f\u539f\u59cb\u8bad\u7ec3\u96c6\u7684\u968f\u673a\u62bd\u6837\uff0c\u56e0\u6b64\u5f88\u6709\u53ef\u80fd\u5305\u542b\u540c\u6837\u7684\u504f\u89c1\u3002<\/p>\n<p style=\"margin: 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mpa-paragraph-type=\"body\">\u6709\u7f3a\u9677\u7684\u7b97\u6cd5\u53ef\u4ee5\u901a\u8fc7<strong>\u53cd\u9988\u5faa\u73af<\/strong>\u6765\u653e\u5927\u504f\u5dee\u3002\u6bd4\u5982\u8003\u8651\u57fa\u4e8e\u7edf\u8ba1\u5b66\u7684\u8bad\u7ec3\u7cfb\u7edf\uff0c\u6bd4\u5982\u8c37\u6b4c\u7ffb\u8bd1\uff0c\u4f1a\u9ed8\u8ba4\u4f7f\u7528\u7537\u6027\u4ee3\u8bcd\u3002\u8fd9\u79cd\u6a21\u5f0f\u662f\u56e0\u4e3a\u82f1\u8bed\u8bed\u6599\u5e93\u4e2d\u7684\u7537\u6027\u4ee3\u8bcd\u548c\u5973\u6027\u4ee3\u8bcd\u7684\u6bd4\u4f8b\u4e3a2:1\u3002\u66f4\u7cdf\u7cd5\u7684\u662f\uff0c\u6bcf\u6b21\u4e00\u4e2a\u7ffb\u8bd1\u7a0b\u5e8f\u9ed8\u8ba4\u4f7f\u7528\u201c\u4ed6\u8bf4\u201d\uff0c\u90fd\u4f1a\u589e\u52a0&nbsp;\u7f51\u7edc\u4e0a\u7537\u6027\u4ee3\u8bcd\u7684\u76f8\u5bf9\u9891\u7387\u3002\u5f52\u529f\u4e8e\u5927\u89c4\u6a21\u7684\u793e\u4f1a\u53d8\u9769\uff0c\u7537\u6027\u4ee3\u8bcd\u548c\u5973\u6027\u4ee3\u8bcd\u7684\u6bd4\u4f8b\u5df2\u7ecf\u4ece20\u4e16\u7eaa60\u5e74\u4ee34:1\u4e0b\u964d\u5230\u73b0\u5728\u76842:1\u3002\u8fd9\u4e9b\u7b97\u6cd5\u504f\u89c1\u53ef\u80fd\u5bfc\u81f4\u6211\u4eec\u6765\u4e4b\u4e0d\u6613\u7684\u52aa\u529b\u4ed8\u6c34\u4e1c\u6d41\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"secondTitle\">\n<p><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u6253\u7834\u5e73\u8861<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u6570\u636e\u4e2d\u7684\u504f\u89c1\u5f80\u5f80\u53cd\u6620\u4e86\u57fa\u7840\u5236\u5ea6\u548c\u793e\u4f1a\u6743\u5229\u5173\u7cfb\u4e2d\u6df1\u5c42\u548c\u9690\u6027\u7684\u4e0d\u5e73\u8861<strong>\u3002<\/strong>\u4f8b\u5982\uff0c\u7ef4\u57fa\u767e\u79d1\u5c31\u662f\u4e00\u4e2a\u4e30\u5bcc\u591a\u6837\u7684\u6570\u636e\u6e90\uff0c\u4f46\u662f\u8fd9\u4e2a\u7f51\u7ad9\u7684\u4f20\u8bb0\u4f5c\u54c1\u4e2d\u53ea\u6709\u4e0d\u523018%\u662f\u5173\u4e8e\u5973\u6027\u7684\u3002\u800c\u5173\u4e8e\u5973\u6027\u6587\u7ae0\u4e2d\u94fe\u63a5\u5230\u5173\u4e8e\u7537\u6027\u7684\u6587\u7ae0\u6bd4\u8d77\u5bf9\u5e94\u7684\u76f8\u53cd\u7684\u94fe\u63a5\u66f4\u591a\uff0c\u8fd9\u4f7f\u5f97\u641c\u7d22\u5f15\u64ce\u66f4\u5bb9\u6613\u7d22\u5f15\u5230\u7537\u6027\u3002\u8fd9\u4e9b\u5173\u4e8e\u5973\u6027\u7684\u6587\u7ae0\u4e2d\u4e5f\u66f4\u591a\u5730\u63d0\u53ca\u4e86\u5a5a\u604b\u4f34\u4fa3\u548c\u5bb6\u5ead\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u56e0\u6b64\uff0c<strong>\u8bad\u7ec3\u6570\u636e\u7684\u5efa\u7acb\u5fc5\u987b\u6709\u6280\u672f\u5173\u6000\u548c\u793e\u4f1a\u610f\u8bc6\u3002<\/strong>\u5177\u4f53\u800c\u8a00\uff0c\u5c31\u662f\u5e94\u8be5\u91c7\u53d6\u63aa\u65bd\u6765\u786e\u4fdd\u6b64\u7c7b\u6570\u636e\u7684\u591a\u6837\u6027\uff0c\u800c\u4e0d\u662f\u8ba9\u6570\u636e\u96c6\u6765\u4ee3\u8868\u7279\u5b9a\u7684\u7fa4\u4f53\u3002\u8fd9\u610f\u5473\u7740\u6211\u4eec\u8981\u8d85\u8d8a\u4e4b\u524d\u65b9\u4fbf\u7684\u5206\u7c7b\u65b9\u6cd5\uff0c\u6bd4\u5982&#8221;\u7537\u4eba\/\u5973\u4eba&#8221;\uff0c&#8221;\u9ed1\u4eba\/\u767d\u4eba&#8221;\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u90fd\u53cd\u5e94\u4e0d\u4e86\u6027\u522b\u548c\u79cd\u65cf\u8eab\u4efd\u7684\u590d\u6742\u6027\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u4e00\u4e9b\u7814\u7a76\u4eba\u5458\u5df2\u7ecf\u5f00\u59cb\u7814\u7a76\u8fd9\u4e2a\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u6700\u8fd1\u53d1\u73b0\uff0c\u5728\u5546\u4e1a\u7684\u9762\u90e8\u8bc6\u522b\u7cfb\u7edf\u4e2d\uff0c\u6df1\u8272\u4eba\u79cd\u66f4\u5bb9\u6613\u88ab\u8bef\u5224\u6027\u522b\uff0c\u8bef\u5224\u7387\u670935%\uff0c\u800c\u6d45\u8272\u4eba\u79cd\u7684\u8bef\u5224\u7387\u53ea\u67090.8%\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534230813.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p mpa-paragraph-type=\"body\" style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><strong>\u7814\u7a76\u53d1\u73b0\uff0c\u5fae\u8f6f\u548c IBM \u7684\u8bc6\u522b\u9ed1\u4eba\u5973\u6027\u51fa\u9519\u7387\u9ad8. \u6765\u6e90\uff1a<\/strong><strong>Daily Mail<\/strong><\/span><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"font-size: 15px;\">\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u7814\u7a76\u4eba\u5458\u6574\u5408\u4e86\u4e00\u5957\u75311270\u4e2a\u4eba\u7ec4\u6210\u7684\u6027\u522b\u548c\u79cd\u65cf\u5e73\u8861\u7684\u65b0\u56fe\u7247\u6570\u636e\u96c6\u3002\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u5bf9\u73b0\u6709\u7684\u4eba\u8138\u8bc6\u522b\u7b97\u6cd5\u8fdb\u884c\u518d\u8bad\u7ec3\u548c\u5fae\u8c03\uff0c\u5e94\u8be5\u80fd\u4e3a\u5176\u63d0\u9ad8\u51c6\u786e\u6027\u3002<\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u4e3a\u4e86\u5e2e\u52a9\u8bc6\u522b\u504f\u5dee\u7684\u6765\u6e90\uff0c\u7814\u7a76\u4eba\u5458\u5efa\u8bae\u6807\u6ce8\u8005\u5bf9\u6807\u51c6\u5316\u7684\u5143\u6570\u636e\u8fdb\u884c\u7cfb\u7edf\u5316\u5730\u6807\u6ce8\u3002\u4e00\u4e9b\u7814\u7a76\u5c0f\u7ec4\u5df2\u7ecf\u5728\u8bbe\u8ba1\u201c\u6570\u636e\u6805\u201d(datasheets)\uff0c\u4e00\u79cd\u5305\u542b\u5143\u6570\u636e\u548c\u201c\u8425\u517b\u6807\u7b7e\u201d(nutrition labels)\u7684\u673a\u5668\u5b66\u4e60\u6570\u636e\u96c6\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u6bcf\u4e00\u5957\u8bad\u7ec3\u6570\u636e\u90fd\u9644\u6709\u4e00\u4e9b\u989d\u5916\u4fe1\u606f\uff0c\u8fd9\u4e9b\u4fe1\u606f<strong>\u5305\u542b\u4e86\u6570\u636e\u662f\u5982\u4f55\u6536\u96c6\u548c\u6807\u6ce8\u7684<\/strong>\u3002\u6bd4\u5982\uff0c\u5982\u679c\u6570\u636e\u5305\u542b\u5173\u4e8e\u4eba\u7684\u4fe1\u606f\uff0c\u90a3\u4e48\u5c31\u5e94\u8be5\u63d0\u4f9b\u5173\u4e8e\u5730\u7406\uff0c\u6027\u522b\uff0c\u79cd\u65cf\u548c\u5176\u4ed6\u4eba\u53e3\u4fe1\u606f\u7684\u7edf\u8ba1\u6570\u636e\uff08\u53c2\u8003\u4e0b\u56fe\uff09\u3002\u5982\u679c\u6570\u636e\u7684\u6807\u7b7e\u662f\u901a\u8fc7\u4f17\u5305\u5f97\u5230\u7684\uff0c\u90a3\u4e48\u8fd8\u5e94\u8be5\u5305\u62ec\u4f17\u5305\u4eba\u5458\u7684\u4fe1\u606f\u548c\u5bf9\u4f17\u5305\u4eba\u5458\u7684\u6307\u793a\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"body\">\n<section style=\"white-space: normal;text-align: center;\"><img class=\"\"     style=\"box-shadow: none;width: 100%;height: auto;visibility: visible !important;border-color: rgb(255, 255, 255);border-style: solid;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534230813.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><strong>\u6765\u6e90\uff1anature<\/strong><\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong>\u6570\u636e\u4f17\u5305\u8005\u5e94\u8be5\u5c3d\u53ef\u80fd\u63d0\u4f9b\u6570\u636e\u7684\u5b9a\u4e49\u548c\u63cf\u8ff0\u4fe1\u606f\u3002<\/strong>\u6bd4\u5982\uff0c\u5c31\u5211\u4e8b\u53f8\u6cd5\u6570\u636e\u800c\u8a00\uff0c\u641e\u6e05\u695a\u6a21\u578b\u662f\u5728\u54ea\u79cd\u72af\u7f6a\u7c7b\u578b\u7684\u6570\u636e\u4e0a\u88ab\u8bad\u7ec3\u7684\uff0c\u5c06\u6709\u52a9\u4e8e\u9610\u660e\u8be5\u6a21\u578b\u5e94\u8be5\u5982\u4f55\u5e94\u7528\u548c\u89e3\u91ca\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"secondTitle\">\n<p><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u672c\u8d28\u4e0a\u7684\u4fee\u590d<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u8bb8\u591a\u671f\u520a\u5df2\u7ecf\u8981\u6c42\u5c06\u4f5c\u8005<strong>\u63d0\u4f9b\u5b9e\u9a8c\u6570\u636e\u76f8\u5173\u7684\u4fe1\u606f<\/strong>\u4f5c\u4e3a\u51fa\u7248\u7684\u524d\u63d0\u6761\u4ef6\u3002\u4f8b\u5982\uff0c\u300aNature\u300b\u8981\u6c42\u4f5c\u8005\u5c06\u6240\u6709microarray\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5f00\u653e\u4ed3\u5e93Gene Expression Omnibus\uff0c\u8fd9\u5176\u5b9e\u53cd\u8fc7\u6765\u8981\u6c42\u4f5c\u8005\u63d0\u4f9b\u5b9e\u9a8c\u76f8\u5173\u7684\u5143\u6570\u636e\u3002\u6211\u4eec\u9f13\u52b1\u50cfICML\u8fd9\u6837\u7684\u673a\u5668\u5b66\u4e60\u4f1a\u8bae\u7684\u7ec4\u7ec7\u8005\uff0c\u5c06\u6807\u51c6\u5316\u7684\u5143\u6570\u636e\u4f5c\u4e3a\u5ba1\u67e5\u8fc7\u7a0b\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u7684\u90e8\u5206\u3002\u6570\u636e\u4ed3\u5e93\u7684\u7ef4\u62a4\u8005\uff0c\u6bd4\u5982Open ML\u548cKaggle\u8fd9\u6837\u7684\u4eba\u5de5\u667a\u80fd\u7ade\u8d5b\u5e73\u53f0\uff0c\u4e5f\u5e94\u8be5\u8fd9\u6837\u505a\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u6700\u540e\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u5e94\u8be5\u52aa\u529b\u5f00\u53d1\u51fa\u80fd\u591f\u66f4\u597d\u5e94\u5bf9\u6570\u636e\u96c6\u4e2d\u4eba\u7c7b\u504f\u89c1\u7684\u7b97\u6cd5\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u76ee\u524d\u4e5f\u5728\u91c7\u53d6\u5404\u79cd\u529e\u6cd5\u3002\u5176\u4e2d\u4e4b\u4e00\u662f<strong>\u7eb3\u5165\u5236\u7ea6\u56e0\u7d20<\/strong>\uff0c\u4ece\u6839\u672c\u4e0a\u6539\u5584\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u6765\u786e\u4fdd\u6a21\u578b\u5728\u4e0d\u540c\u7684\u4eba\u53e3\u7fa4\u4f53\u548c\u7c7b\u4f3c\u4e2a\u4f53\u4e4b\u95f4\u8fbe\u5230\u5e73\u7b49\u7684\u8868\u73b0\u3002\u4e00\u4e2a\u76f8\u5173\u65b9\u6cd5\u5c31\u5305\u62ec\u4e86\u6539\u53d8\u673a\u5668\u5b66\u4e60\u7684\u7b97\u6cd5\uff0c\u4ee5\u51cf\u5c11\u5bf9\u654f\u611f\u5c5e\u6027\u7684\u4f9d\u8d56\uff0c\u6bd4\u5982\u79cd\u65cf\uff0c\u6027\u522b\uff0c\u6536\u5165\uff0c\u4ee5\u53ca\u4efb\u4f55\u4e0e\u8fd9\u4e9b\u7279\u5f81\u76f8\u5173\u7684\u4fe1\u606f\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u8fd9\u79cd\u6d88\u9664\u504f\u89c1\u7684\u65b0\u65b9\u6cd5\u662f\u975e\u5e38\u6709\u524d\u9014\u7684\uff0c\u4f46\u662f\u9700\u8981\u5728\u771f\u5b9e\u4e16\u754c\u4e2d\u5bf9\u5176\u52a0\u4ee5\u6539\u8fdb\u548c\u8bc4\u4f30\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u7136\u800c\uff0c\u8fd9\u7c7b\u89e3\u51b3\u65b9\u6cd5\u968f\u4e4b\u800c\u6765\u7684\u6311\u6218\u662f\u9700\u8981\u51c6\u786e\u8bb0\u5f55\u65cf\u88d4\u3001\u6027\u522b\u548c\u5176\u4ed6\u76f8\u5173\u4fe1\u606f\u3002\u9664\u975e\u6355\u6349\u5230\u9002\u5f53\u7684\u7c7b\u522b\uff0c\u5426\u5219\u5f88\u96be\u77e5\u9053\u5bf9&nbsp;\u6a21\u578b\u65bd\u52a0\u4ec0\u4e48\u9650\u5236\uff0c\u6216\u8005\u8981\u5bf9\u6a21\u578b\u505a\u51fa\u4ec0\u4e48\u4fee\u6b63\u3002\u8fd9\u4e9b\u65b9\u6cd5\u8fd8\u8981\u6c42\u7b97\u6cd5\u7684\u8bbe\u8ba1\u8005\u9700\u8981\u5148\u9a8c\u5730\u51b3\u5b9a\u8981\u907f\u514d\u54ea\u4e9b\u7c7b\u578b\u7684\u504f\u5dee\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u4e00\u4e2a\u8865\u5145\u7684\u65b9\u6cd5\u662f<strong>\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u672c\u8eab\u6765\u8bc6\u522b\u548c\u91cf\u5316\u7b97\u6cd5\u548c\u6570\u636e\u4e2d\u7684\u504f\u5dee<\/strong><strong>\uff0c<\/strong>\u79f0\u4e4b\u4e3a<strong>AI\u5ba1\u8ba1<\/strong>\uff0c\u53ea\u4e0d\u8fc7\u8fd9\u91cc\u7684\u5ba1\u8ba1\u5458\u662f\u7b97\u6cd5\u3002AI\u5ba1\u8ba1\u7cfb\u7edf\u6027\u5730\u68c0\u67e5\u539f\u59cb\u7684\u96c6\u7fa4\u5b66\u4e60\u6a21\u578b\uff0c\u4ee5\u8bc6\u522b\u6a21\u578b\u548c\u8bad\u7ec3\u6570\u636e\u4e2d\u7684\u504f\u89c1\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534230814.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><strong>\u5e94\u7528\u4e8e\u76d1\u7763\u7684\u8bcd\u5d4c\u5165\u6280\u672f \u6765\u6e90\uff1amedium<\/strong><\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u8fd9\u65b9\u9762\u7684\u4e00\u4e2a\u4f8b\u5b50\u662f\u6700\u8fd1\u6211\u4eec\u4f7f\u7528\u4e00\u79cd\u6d41\u884c\u7684\u79f0\u4e4b\u4e3a\u8bcd\u5d4c\u5165\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6765\u91cf\u5316\u7f8e\u56fd\u7684\u5386\u53f2\u6210\u89c1\u3002\u8bcd\u5d4c\u5165\u5c06\u6bcf\u4e2a\u82f1\u8bed\u5355\u8bcd\u6620\u5c04\u5230\u4e00\u4e2a\u7a7a\u95f4\u70b9\u5373\u4e00\u4e2a\u77e2\u91cf\u3002\u8fd9\u6837\uff0c\u5411\u91cf\u4e4b\u95f4\u7684\u8ddd\u79bb\u5c31\u8868\u793a\u4e86\u8bcd\u6c47\u4e4b\u95f4\u8bed\u8a00\u7684\u76f8\u4f3c\u6027\u3002\u8fd9\u4e2a\u7b97\u6cd5\u6293\u4f4f\u4e86\u7c7b\u6bd4\u5173\u7cfb\uff0c\u6bd4\u5982&#8221;\u7537\u4eba&#8221;\u662f&#8221;\u56fd\u738b&#8221;\uff0c&#8221;\u5973\u4eba&#8221;\u662f&#8221;\u5973\u738b&#8221;\u3002\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u7b97\u6cd5&#8212;AI\u5ba1\u8ba1\u5458\uff0c\u7528\u4e8e\u67e5\u627e\u5176\u4ed6\u6027\u522b\u7c7b\u6bd4\u7684\u5d4c\u5165\u3002\u8be5\u7b97\u6cd5\u63ed\u9732\u4e86&#8221;\u7537\u4eba&#8221;\u662f&#8221;\u533b\u751f&#8221;\uff0c&#8221;\u5973\u4eba&#8221;\u662f&#8221;\u62a4\u58eb&#8221;\uff0c&#8221;\u7537\u4eba&#8221;\u662f&#8221;\u7a0b\u5e8f\u5458&#8221;\uff0c&#8221;\u5973\u4eba\u201d\u662f&#8221;\u5bb6\u5ead\u4e3b\u5987&#8221;\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u4e00\u65e6\u5ba1\u8ba1\u5458\u53d1\u73b0\u4e86\u8fd9\u4e2a\u8bcd\u5d4c\u5165\u548c\u539f\u59cb\u6587\u672c\u6570\u636e\u4e2d\u7684\u504f\u89c1\uff0c\u5c31\u6709\u53ef\u80fd\u901a\u8fc7\u4fee\u6539\u8bcd\u5411\u91cf\u7684\u4f4d\u7f6e\u6765\u51cf\u5c11\u8fd9\u6837\u7684\u504f\u89c1\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u8bc4\u4f30\u9648\u65e7\u89c2\u5ff5\u5982\u4f55\u6f14\u53d8\uff0c\u5229\u7528\u5386\u53f2\u6587\u672c\u8fdb\u884c\u8bad\u7ec3\u7684\u7b97\u6cd5\u53ef\u80fd\u4f1a\u6d88\u9664\u504f\u89c1\u3002\u4f8b\u5982\uff0c\u8c37\u6b4c\u56fe\u4e66\u4ece1910\u5e74\u52301990\u5e74\u6bcf\u5341\u5e74\u95f4\u7684\u8bcd\u5d4c\u5165\u63ed\u793a\u4e86\u7f8e\u56fd\u5bf9\u4e9a\u88d4\u7f8e\u56fd\u4eba\u4ee4\u4eba\u9707\u60ca\u7684\u6001\u5ea6\u53d8\u5316\u8fc7\u7a0b\u3002\u8fd9\u4e2a\u7fa4\u4f53\u57281910\u88ab\u63cf\u8ff0\u4e3a&#8221;\u53ef\u6015\u7684&#8221;\u548c&#8221;\u91ce\u86ee\u7684&#8221;\uff0c\u52301990\u7531\u4e8e\u4e8c\u6218\u548c1980\u5e74\u4ee3\u79fb\u6c11\u6f6e\u800c\u53d8\u4e3a&#8221;\u62d8\u8c28\u7684&#8221;\u548c&#8221;\u654f\u611f\u7684&#8221;\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"secondTitle\">\n<p><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u6b63\u786e\u7684\u505a\u6cd5<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u3001\u4f26\u7406\u5b66\u5bb6\u3001\u793e\u4f1a\u79d1\u5b66\u5bb6\u548c\u5176\u4ed6\u4eba\u6b63\u52aa\u529b\u63d0\u9ad8\u6570\u636e\u548cAI\u7684\u516c\u5e73\u6027\uff0c\u6211\u4eec\u6240\u6709\u4eba\u90fd\u9700\u8981\u601d\u8003\u6b63\u786e\u7684\u516c\u5e73\u89c2\u5ff5\u3002<strong>\u6570\u636e\u662f\u4e16\u754c\u7684\u771f\u5b9e\u7684\u8868\u8c61\u8fd8\u662f\u4eba\u4eec\u6240\u671f\u671b\u4e16\u754c\u7684\u8868\u8c61\u5462\uff1f<\/strong>\u540c\u7406\uff0cAI\u5de5\u5177\u662f\u5426\u5e94\u8be5\u88ab\u7528\u4e8e\u8bc4\u4f30\u6f5c\u5728\u7684\u6c42\u804c\u8005\u662f\u5426\u80fd\u80dc\u4efb\u8fd9\u4e2a\u5c97\u4f4d\u6216\u8005\u6c42\u804c\u8005\u662f\u5426\u80fd\u5f88\u5feb\u878d\u5165\u5de5\u4f5c\u73af\u5883\u5462\uff1f\u6211\u4eec\u5e94\u8be5\u51b3\u5b9a\u4f18\u5148\u8003\u8651\u54ea\u4e9b\u516c\u5e73\u7684\u6982\u5ff5\u5462\uff1f<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u5e76\u8bc4\u4f30\u8bad\u7ec3\u6570\u636e\u548c\u7b97\u6cd5\u7684\u5e7f\u6cdb\u5f71\u54cd\uff0c\u673a\u5668\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u6b63\u5728\u4e0e\u793e\u4f1a\u79d1\u5b66\u5bb6\u4ee5\u53ca\u4eba\u6587\u5b66\u79d1\u3001\u6027\u522b\u3001\u533b\u5b66\u3001\u73af\u5883\u548c\u6cd5\u5f8b\u65b9\u9762\u7684\u4e13\u5bb6\u8fdb\u884c\u5408\u4f5c\u3002\u73b0\u5728\u5df2\u7ecf\u6709\u4e86\u5404\u79cd\u5c1d\u8bd5\u548c\u52aa\u529b\u6765\u4fc3\u8fdb\u8fd9\u79cd\u5408\u4f5c\uff0c\u5305\u62ec\u6211\u4eec\u53c2\u52a0\u7684\u65af\u5766\u798f\u5927\u5b66\u201c<strong>\u4ee5\u4eba\u4e3a\u672c\u7684AI<\/strong>\u201d\u7684\u65b9\u6848\u3002\u8fd9\u79cd\u53c2\u4e0e\u5fc5\u987b\u4ece\u672c\u79d1\u9636\u6bb5\u5c31\u8981\u5f00\u59cb\uff0c\u5b66\u751f\u4eec\u5e94\u8be5\u5728\u5b66\u4e60\u7b97\u6cd5\u5982\u4f55\u8fd0\u884c\u8fd0\u4f5c\u7684\u540c\u65f6\u5ba1\u67e5AI\u7b97\u6cd5\u8fd0\u884c\u7684\u793e\u4f1a\u73af\u5883\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534230814.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p mpa-paragraph-type=\"body\" style=\"text-align: center;\"><strong><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">\u65af\u5766\u798f\u5927\u5b66Visual Genome\u673a\u5668\u89c6\u89c9\u548c\u8bed\u8a00\u7684\u6570\u636e\u96c6 \u6765\u6e90\uff1avisualgenome.org<\/span><br \/><\/strong><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u8bbe\u5907\u3001\u7a0b\u5e8f\u548c\u8fc7\u7a0b\u5851\u9020\u4e86\u6211\u4eec\u7684\u6001\u5ea6\u3001\u884c\u4e3a\u548c\u6587\u5316\u3002AI\u6b63\u5728\u6539\u53d8\u7ecf\u6d4e\u548c\u793e\u4f1a\uff0c\u6539\u53d8\u6211\u4eec\u7684\u6c9f\u901a\u548c\u5de5\u4f5c\u65b9\u5f0f\uff0c\u5e76\u91cd\u5851\u7edf\u6cbb\u548c\u653f\u6cbb\u3002\u6211\u4eec\u7684\u793e\u4f1a\u957f\u671f\u4ee5\u6765\u4e00\u76f4\u5fcd\u53d7\u7740\u4e0d\u5e73\u7b49\u3002<strong>AI\u51b3\u4e0d\u80fd\u65e0\u610f\u7ef4\u6301\u751a\u81f3\u6076\u5316\u8fd9\u6837\u7684\u60c5\u51b5<\/strong>\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><\/p>\n<section class=\"mpa-template\"   >\n<p><\/p>\n<blockquote style=\"padding-left: 10px;border-left: 3px solid rgb(219, 219, 219);color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\" mpa-from-tpl=\"t\">\n<p style=\"clear: both;min-height: 1em;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\">\u7ffb\u8bd1\uff1a\u590f\u4f73\u8c6a<\/span><\/p>\n<p style=\"clear: both;min-height: 1em;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\">\u5ba1\u6821\uff1a\u9ad8\u98de<\/span><\/p>\n<p style=\"clear: both;min-height: 1em;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\">\u7f16\u8f91\uff1a\u738b\u6021\u853a<\/span><\/p>\n<p mpa-paragraph-type=\"body\" style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;white-space: normal;\"><span style=\"letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;\">\u539f\u6587\uff1a<\/span><\/p>\n<p mpa-paragraph-type=\"body\" style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;white-space: normal;\"><span style=\"letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;\">https:\/\/www.nature.com\/articles\/d41586-018-05707-8<\/span><\/p>\n<\/blockquote>\n<\/section>\n<section class=\"mpa-template\"   >\n<p><\/p>\n<p><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span style=\"border-color: rgb(123, 12, 0);font-size: 16px;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u63a8\u8350\u8bfe\u7a0b<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><\/p>\n<\/section>\n<p><img class=\"\"      style=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534230814.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 13px;\"><strong mpa-from-tpl=\"t\" style=\"color: rgb(136, 136, 136);\">\u626b\u7801\u542c\u8bfe<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 13px;\"><strong mpa-from-tpl=\"t\" style=\"color: rgb(136, 136, 136);\">\u8bfe\u7a0b\u5730\u5740\uff1ahttp:\/\/campus.swarma.org\/gpac=10530<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 13px;\"><strong mpa-from-tpl=\"t\" style=\"color: rgb(136, 136, 136);\"><br \/><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 13px;\"><strong mpa-from-tpl=\"t\" style=\"color: rgb(136, 136, 136);\"><br \/><\/strong><\/span><\/p>\n<section class=\"mpa-template\"   >\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span style=\"border-color: rgb(123, 12, 0);font-size: 16px;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u63a8\u8350\u9605\u8bfb<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><\/p>\n<\/section>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 2em;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247488271&amp;idx=1&amp;sn=20689b1abce4206f93ea759ad0081cc3&amp;chksm=e8944982dfe3c094e1ee64941a9cf2e8e7cb34a21b73d27a49db9bb3a39e854cb9549c1e7644&amp;scene=21#wechat_redirect\" target=\"_blank\"><\/a><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247488487&amp;idx=1&amp;sn=fbf245c3cfcd83fa1d4d038edbe7d66c&amp;chksm=e894496adfe3c07c43d62e4c3f4997ca487cece6ef53284193e45a0ef1b6c365172ac69ad5fe&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"white-space: normal;letter-spacing: 2px;text-decoration: underline;\"><span style=\"letter-spacing: 2px;\"><strong><span style=\"letter-spacing: 2px;font-size: 14px;\">2018\u5e74\u6700\u597d\u7684\u8bcd\u5d4c\u5165\u6280\u672f<\/span><\/strong><\/span><\/a><\/p>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 2em;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247488271&amp;idx=1&amp;sn=20689b1abce4206f93ea759ad0081cc3&amp;chksm=e8944982dfe3c094e1ee64941a9cf2e8e7cb34a21b73d27a49db9bb3a39e854cb9549c1e7644&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 14px;text-decoration: underline;letter-spacing: 2px;\"><span style=\"letter-spacing: 2px;\"><strong><span style=\"letter-spacing: 2px;font-size: 14px;\">\u5982\u4f55\u771f\u6b63\u6559\u4f1a\u673a\u5668\u7406\u89e3<\/span><\/strong><\/span><\/a><\/p>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 2em;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486962&amp;idx=1&amp;sn=2e70be8869af1fe8fc1e9b1002835817&amp;chksm=e894577fdfe3de69f8ac81a4a5eff2cad387a67f923dfc05e4ca1528cbd9b251b25dd8030293&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 14px;text-decoration: underline;letter-spacing: 2px;\"><span style=\"letter-spacing: 2px;\"><strong><span style=\"letter-spacing: 2px;font-size: 14px;\">\u81ea\u6307\u673a\u5668\u7684\u5965\u79d8<\/span><\/strong><\/span><\/a><\/p>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 2em;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247484024&amp;idx=1&amp;sn=ff7dfb147d1ab9ad5a2f3e4cd8a42e25&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 14px;text-decoration: underline;letter-spacing: 2px;\"><span style=\"letter-spacing: 2px;\"><strong><span style=\"letter-spacing: 2px;font-size: 14px;\">NLP\u521d\u5b66\u6559\u7a0b\uff1aword2vec\u5b9e\u8df5<\/span><\/strong><\/span><\/a><\/p>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 2em;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247487778&amp;idx=1&amp;sn=c2e77ec93213c4c63f57a777ff10e368&amp;chksm=e8944bafdfe3c2b9d66544dafe7403159473e8c94fd3bc513f5300c353bcec49c0c0b69797af&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 14px;text-decoration: underline;letter-spacing: 2px;\"><span style=\"letter-spacing: 2px;\"><strong><span style=\"letter-spacing: 2px;font-size: 14px;\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/span><\/strong><\/span><\/a><\/p>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 2em;\"><\/p>\n<hr>\n<p style=\"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\/swarma7-1534230814.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;color: rgb(51, 51, 51);\">\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;text-align: center;outline: none medium;\">\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;outline: none medium;\">\n<section   style=\"outline: none medium;\">\n<section  style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 15px;outline: none medium;\">\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: 1.75em;text-align: center;\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 12px;color: rgb(136, 136, 136);\">\u96c6\u667aQQ\u7fa4\uff5c292641157<\/span><\/strong><\/p>\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: 1.75em;text-align: center;\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 12px;color: rgb(136, 136, 136);\">\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<br \/><\/span><\/strong><\/p>\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;outline: none medium;\">\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;text-align: center;\"><strong mpa-from-tpl=\"t\" style=\"font-size: 14px;white-space: pre-wrap;color: rgb(0, 112, 192);line-height: 25.6px;\"><strong mpa-from-tpl=\"t\" 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;color: rgb(71, 193, 168);line-height: 1.75em;overflow-wrap: break-word !important;text-align: center;\"><span style=\"color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\"><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;color: rgb(71, 193, 168);line-height: 1.75em;overflow-wrap: break-word !important;text-align: center;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\"><br \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 19px;color: rgb(71, 193, 168);line-height: 1.75em;overflow-wrap: break-word !important;text-align: center;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><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: 1.75em;overflow-wrap: break-word !important;text-align: center;\"><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\/swarma4-1534230814.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"><\/p>\n<\/section>\n<p style=\"line-height: 1.75em;text-align: center;\"><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>\u4f7f\u7528\u5e26\u6709\u504f\u89c1\u7684\u6570\u636e\u96c6\u6765\u8bad\u7ec3\u7684\u7b97\u6cd5\u53ea\u80fd\u628a\u5de6\u8fb9\u7684\u56fe\u7247\u8bc6\u522b\u4e3a\u65b0\u5a18\u3002\u6765\u6e90\uff1aNature \u5bfc\u8bed James Zou &nbsp;\u548c&nbsp; Londa Schiebinger 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\u6765&#8230;<\/p>\n","protected":false},"author":1,"featured_media":488,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/487"}],"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=487"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/487\/revisions"}],"predecessor-version":[{"id":503,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/487\/revisions\/503"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/488"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=487"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=487"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=487"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}