{"id":20838,"date":"2020-08-26T19:46:02","date_gmt":"2020-08-26T11:46:02","guid":{"rendered":"https:\/\/swarma.org\/?p=20838"},"modified":"2020-08-26T19:46:02","modified_gmt":"2020-08-26T11:46:02","slug":"%e5%9b%a0%e6%9e%9c%e7%a7%91%e5%ad%a6%e4%b8%8e-causal-ai-%e7%b3%bb%e5%88%97%e8%af%bb%e4%b9%a6%e4%bc%9a-%e4%bc%97%e5%8c%85%e5%87%ba%e4%b9%a6","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=20838","title":{"rendered":"\u56e0\u679c\u79d1\u5b66\u4e0e Causal AI \u7cfb\u5217\u8bfb\u4e66\u4f1a | \u4f17\u5305\u51fa\u4e66"},"content":{"rendered":"<div class='wxsyncmain'>\n<p data-mpa-powered-by=\"yiban.io\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;min-height: 1em;text-align: center;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><img class=\"rich_pages\" data-cropselx1=\"0\" data-cropselx2=\"562\" data-cropsely1=\"0\" data-cropsely2=\"316\" data-ratio=\"0.74875\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"800\" style=\"width: 562px;box-sizing: border-box !important;overflow-wrap: break-word !important;visibility: visible !important;height: auto !important;\" src=\"\/wp-content\/uploads\/2020\/08\/wxsync-2020-08-36f2498a931b509f1341cd90ede86b11.jpeg\"  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u96c6\u667a\u4ff1\u4e50\u90e8\u8bfb\u4e66\u4f1a\u662f\u9762\u5411\u5e7f\u5927\u79d1\u7814\u5de5\u4f5c\u8005\u7684\u7cfb\u5217\u8bba\u6587\u7814\u8bfb\u6d3b\u52a8\uff0c\u5176\u76ee\u7684\u662f\u5171\u540c\u6df1\u5165\u5b66\u4e60\u63a2\u8ba8\u67d0\u4e2a\u79d1\u5b66\u8bae\u9898\uff0c\u4e86\u89e3\u524d\u6cbf\u8fdb\u5c55\uff0c\u6fc0\u53d1\u79d1\u7814\u7075\u611f\uff0c\u4fc3\u8fdb\u79d1\u7814\u5408\u4f5c\uff0c\u964d\u4f4e\u79d1\u7814\u95e8\u69db\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8bfb\u4e66\u4f1a\u6d3b\u52a8\u59cb\u4e8e 2008 \u5e74\uff0c\u81f3\u4eca\u5df2\u7ecf\u6709 40 \u4f59\u4e2a\u4e3b\u9898\uff0c\u5185\u5bb9\u6db5\u76d6\u590d\u6742\u7cfb\u7edf\uff0c\u4eba\u5de5\u667a\u80fd\uff0c\u8111\u4e0e\u610f\u8bc6\uff0c\u91cf\u5b50\u7ea0\u7f20\uff0c\u5f20\u91cf\u7f51\u7edc\uff0c\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u3002\u51dd\u805a\u4e86\u4f17\u591a\u4f18\u79c0\u79d1\u7814\u5de5\u4f5c\u8005\uff0c\u4fc3\u8fdb\u4e86\u79d1\u7814\u5408\u4f5c\u53d1\u8868\u8bba\u6587\uff0c\u5b75\u5316\u4e86\u8bb8\u591a\u79d1\u7814\u4ea7\u54c1\u3002\u5982 2013 \u5e74\u7684\u201c\u6df1\u5ea6\u5b66\u4e60\u201d\u8bfb\u4e66\u4f1a\u5b55\u80b2\u4e86\u5f69\u4e91\u5929\u6c14 APP\uff0c2015 \u5e74\u7684\u201c\u96c6\u4f53\u6ce8\u610f\u529b\u6d41\u201d\u8bfb\u4e66\u4f1a\u4ea7\u751f\u4e86\u4f17\u5305\u4e66\u7c4d\u300a\u8d70\u8fd12050\u300b\u7b49\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<section mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"t4\" mpa-from-tpl=\"t\" style=\"margin-top: 20px;max-width: 100%;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-preserve-color=\"t\" data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;max-width: 100%;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;max-width: 100%;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-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><\/p>\n<p style=\"max-width: 100%;min-height: 1em;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span mpa-is-content=\"t\" style=\"max-width: 100%;font-size: 16px;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u80cc\u666f<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Judea Pearl \u8ba4\u4e3a\u5f53\u4e0b\u6b63\u5728\u8fdb\u884c\u4e00\u573a\u6539\u53d8\u6570\u636e\u79d1\u5b66\u7684\u65b0\u9769\u547d &#8212; \u201d\u56e0\u679c\u9769\u547d\u201c\u3002\u56e0\u679c\u9769\u547d\u548c\u4ee5\u6570\u636e\u4e3a\u4e2d\u5fc3\u7684\u7b2c\u4e00\u6b21\u6570\u636e\u79d1\u5b66\u9769\u547d\uff0c\u4e5f\u5c31\u662f\u5927\u6570\u636e\u9769\u547d\uff08\u6d89\u53ca\u673a\u5668\u5b66\u4e60\uff0c\u6df1\u5ea6\u5b66\u4e60\u53ca\u5176\u5e94\u7528\uff0c\u4f8b\u5982Alpha-Go\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u673a\u5668\u7ffb\u8bd1\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u7b49 \uff09\u7684\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u4ee5\u79d1\u5b66\u4e3a\u4e2d\u5fc3\uff0c\u6d89\u53ca\u4ece\u6570\u636e\u5230\u653f\u7b56\u3001\u53ef\u89e3\u91ca\u6027\u3001\u673a\u5236\u7684\u6cdb\u5316\uff0c\u518d\u5230\u4e00\u4e9b\u793e\u4f1a\u79d1\u5b66\u4e2d\u7684\u5f52\u56e0\u548c\u516c\u5e73\u6027\u95ee\u9898\uff0c\u751a\u81f3\u54f2\u5b66\u4e2d\u7684\u521b\u9020\u6027\u548c\u81ea\u7531\u610f\u5fd7 \u3002\u53ef\u4ee5\u8bf4\uff0c \u56e0\u679c\u9769\u547d\u5f7b\u5e95\u6539\u53d8\u4e86\u79d1\u5b66\u5bb6\u5904\u7406\u56e0\u679c\u95ee\u9898\u7684\u65b9\u5f0f\uff0c<strong>\u5f62\u6210\u4e86\u4e00\u95e8\u65b0\u5b66\u79d1\u2014\u56e0\u679c\u79d1\u5b66\u3002<\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5f53\u524d\u7684\u5927\u591a\u6570 AI \u7cfb\u7edf\u53ea\u662f\u66f2\u7ebf\u62df\u5408\uff0c\u4ed6\u4eec\u9762\u4e34\u8bb8\u591a\u5f00\u653e\u6027\u96be\u9898\u672c\u8d28\u4e0a\u4e0e\u56e0\u679c\u76f8\u5173\uff0c\u800c\u5176\u4e2d\u7684\u4e09\u4e2a\u6700\u4e3b\u8981\u56f0\u96be (1) \u7a33\u5065\u6027\/\u9002\u5e94\u6027\uff0c (2) \u53ef\u89e3\u91ca\u6027\uff0c\u548c (3) \u4e0d\u80fd\u7406\u89e3\u56e0\u679c\u5173\u7cfb\uff0c\u800c\u8fd9\u4e9b\u95ee\u9898\u53ef\u4ee5\u7528\u73b0\u4ee3\u56e0\u679c\u5efa\u6a21\u89e3\u51b3\u3002\u56e0\u679c\u63a8\u7406\u548c\u673a\u5668\u5b66\u4e60\u878d\u5408\uff0c\u6784\u5efa\u5177\u5907\u679c\u63a8\u7406\u80fd\u529b\u7684 Causal AI \u7cfb\u7edf\uff0c\u662f\u5b9e\u73b0\u5f3a\u4eba\u5de5\u667a\u80fd\u7684\u5173\u952e\u6b65\u9aa4\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><\/span><\/p>\n<blockquote class=\"js_blockquote_wrap\" data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"68\" data-source-title=\"\">\n<section class=\"js_blockquote_digest\">\n<section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">To Build Truly Intelligent Machines, Teach Them Cause and Effect&nbsp;<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">&#8212; Judea Pearl<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u4e3a\u6b64\uff0c\u6211\u4eec\u5e0c\u671b\u53ef\u4ee5\u901a\u8fc7\u56e0\u679c\u63a8\u7406\u7684\u4e13\u9898\u8bfb\u4e66\u4f1a\uff0c\u6765\u68b3\u7406\u56e0\u679c\u79d1\u5b66\u7684\u6838\u5fc3\u5185\u5bb9\uff0c\u7406\u89e3\u5b83\u5982\u4f55\u6539\u53d8\u6570\u636e\u79d1\u5b66\uff0c\u52a9\u529b AI \u7cfb\u7edf\u8d85\u8d8a\u66f2\u7ebf\u62df\u5408\u548c\u83b7\u5f97\u56de\u7b54\u56e0\u679c\u95ee\u9898\u7684\u80fd\u529b\u3002<\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><br  \/><\/section>\n<h2 style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"t4\" mpa-from-tpl=\"t\" style=\"margin-top: 20px;max-width: 100%;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-preserve-color=\"t\" data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;max-width: 100%;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;max-width: 100%;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-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><\/p>\n<p style=\"max-width: 100%;min-height: 1em;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span mpa-is-content=\"t\" style=\"max-width: 100%;font-size: 16px;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u8bfb\u4e66\u4f1a\u76ee\u7684<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/section>\n<\/h2>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u672c\u6b21\u8bfb\u4e66\u4f1a\u7684\u76ee\u7684\u662f\u5e0c\u671b\u53ef\u4ee5\u51fa\u7248\u4e00\u672c\u5173\u4e8e\u56e0\u679c\u63a8\u7406\u76f8\u5173\u7684\u4e66\u7c4d<\/span><\/strong><span style=\"font-size: 15px;\">\uff0c\u6211\u4eec\u77e5\u9053\u76ee\u524d\u5173\u4e8e\u56e0\u679c\u63a8\u7406\u7684\u4e00\u4e9b\u5927\u4f17\u79d1\u666e\u8bfb\u7269\u5f88\u591a\uff0c\u4f46\u662f\u9488\u5bf9\u56e0\u679c\u63a8\u7406\u4ece\u57fa\u7840\u5165\u95e8\u5230\u6df1\u5165\u7814\u7a76\u7684\u4e13\u4e1a\u79d1\u666e\u4e66\u5374\u5f88\u5c11\uff0c\u5bf9\u4e8e\u60f3\u8981\u4e86\u89e3\u56e0\u679c\u63a8\u7406\uff0c\u6216\u8005\u662f\u5e0c\u671b\u8f6c\u884c\u4ece\u4e8b\u56e0\u679c\u63a8\u7406\u7814\u7a76\u7684\u4eba\u6765\u8bf4\uff0c\u53ef\u53c2\u8003\u7684\u5165\u95e8\u7ea7\u5b9e\u64cd\u4e13\u4e1a\u6027\u8d44\u6599\u8f83\u5c11\u3002\u57fa\u4e8e\u8fd9\u6837\u75db\u70b9\u9700\u6c42\uff0c\u6211\u4eec\u5e0c\u671b\u53ef\u4ee5\u901a\u8fc7\u95ed\u95e8\u5206\u4eab\u8ba8\u8bba\u7684\u5f62\u5f0f\uff0c\u4e3a\u5927\u5bb6\u63d0\u4f9b\u66f4\u52a0\u6c89\u6d78\uff0c\u6df1\u5ea6\uff0c\u81ea\u7531\u7684\u4ea4\u6d41\u73af\u5883\uff0c\u5171\u540c\u638c\u63e1\u56e0\u679c\u63a8\u7406\u7684\u57fa\u7840\u77e5\u8bc6\uff0c\u524d\u6cbf\u63a2\u7a76\uff0c\u548c\u4e1a\u754c\u5e94\u7528\uff0c\u540c\u65f6\u5c06\u8bfb\u4e66\u4f1a\u7684\u4ea7\u51fa\u4ee5\u79d1\u666e\u4e66\u7c4d\u7684\u65b9\u5f0f\u51fa\u7248\u3002<\/span><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;min-height: 1em;line-height: 1.75em;text-align: center;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/p>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"t4\" mpa-from-tpl=\"t\" style=\"margin-top: 20px;max-width: 100%;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-preserve-color=\"t\" data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;max-width: 100%;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;max-width: 100%;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-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><\/p>\n<p style=\"max-width: 100%;min-height: 1em;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span mpa-is-content=\"t\" style=\"max-width: 100%;font-size: 16px;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u53c2\u4e0e\u65b9\u5f0f\u53ca\u65f6\u95f4<\/strong>&nbsp;<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/section>\n<h2 style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u53c2\u4e0e\u4eba\u5458\uff1a<\/strong><\/span><\/p>\n<\/h2>\n<section style=\"max-width: 100%;margin-left: 8px;margin-right: 8px;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"font-size: 15px;\">\u672c\u6b21\u8bfb\u4e66\u4f1a\u662f\u7531\u96c6\u667a\u4ff1\u4e50\u90e8\u793e\u533a\u6210\u5458\u9f9a\u9e64\u626c\u3001\u9ad8\u4ea6\u658c\u548c\u90ed\u745e\u4e1c\u4e3b\u8981\u53d1\u8d77\uff0c\u6b22\u8fce\u5bf9\u76f8\u5173\u9886\u57df\u611f\u5174\u8da3\uff0c\u6216\u6b63\u5728\u505a\u7814\u7a76\u7684\u670b\u53cb\u52a0\u5165\u8fdb\u6765\uff0c\u4e00\u8d77\u8fdb\u884c\u6df1\u5ea6\u7684\u8de8\u5b66\u79d1\u4ea4\u6d41\u3002<\/span><\/section>\n<p><br  \/><\/p>\n<h2 style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u8fd0\u884c\u6a21\u5f0f\uff1a<\/span><\/strong><\/p>\n<\/h2>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u4ece9\u670813\u65e5\uff08\u5468\u65e5\uff09<strong><\/strong>\u5f00\u59cb\uff0c\u6bcf 1 \u5468\u75312-3\u540d\u8bfb\u4e66\u4f1a\u6210\u5458\u9886\u8bfb\u76f8\u5173\u8bba\u6587\uff08\u4ee5 PPT \u8bb2\u89e3\u7684\u5f62\u5f0f\uff0c\u76f4\u64ad\u95f4\u4e92\u52a8\u4ea4\u6d41\uff09\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u65f6\u95f4\uff1a<\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u6bcf\u5468\u65e5\u665a\u4e0a <strong>19:00-21:00<\/strong>\uff08\u6682\u5b9a\uff09\u6301\u7eed\u65f6\u95f4\u9884\u8ba1 2-3 \u4e2a\u6708\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u65b9\u5f0f\uff1a<\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u6b64\u6b21\u8bfb\u4e66\u4f1a\u4e3a\u7ebf\u4e0a\u95ed\u95e8\u8bfb\u4e66\u4f1a\uff0c\u91c7\u7528\u7684\u4f1a\u8bae\u8f6f\u4ef6\u662f\u817e\u8baf\u4f1a\u8bae\uff08\u8bf7\u63d0\u524d\u4e0b\u8f7d\u5b89\u88c5\uff09\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u8d39\u7528\uff1a<\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u4e3a\u4e86\u8fc7\u6ee4\u4e00\u4e9b\u975e\u4e13\u4e1a\u4eba\u58eb\uff0c\u7504\u9009\u51fa\u771f\u6b63\u5bf9\u56e0\u679c\u63a8\u7406\u611f\u5174\u8da3\u3001\u6709\u76f8\u5173\u7814\u7a76\u7ecf\u9a8c\u7684\u4e13\u4e1a\u4eba\u58eb\uff0c\u4e5f\u4e3a\u6fc0\u52b1\u5c0f\u4f19\u4f34\u4eec\u575a\u6301\u5b66\u4e60\uff0c\u672c\u671f\u8bfb\u4e66\u4f1a\u5c06\u91c7\u53d6<strong>\u6536\u8d39 &#8211; \u9000\u6b3e<\/strong>\u7684\u4fdd\u8bc1\u91d1\u6a21\u5f0f\u3002<\/span><\/section>\n<p><br  \/><\/p>\n<h2 style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u5177\u4f53\u89c4\u5219\uff1a<\/strong><\/span><\/p>\n<\/h2>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">1. \u8bfb\u4e66\u4f1a<strong>\uff088-12\u671f\uff09<\/strong>\u4fdd\u8bc1\u91d1\u5171\u8ba1<strong> 299 \u5143\/\u4eba<\/strong>\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">2. \u6ee1\u8db3\u5982\u4e0b\u6761\u4ef6\u8005<strong>\u5168\u989d\u9000\u6b3e<\/strong>\uff1a<\/span><\/section>\n<ul class=\"list-paddingleft-2\" style=\"max-width: 100%;overflow-wrap: break-word !important;\">\n<li style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u8d21\u732e\u4e86\u4e00\u6b21\u8bb2\u5ea7\uff08\u534a\u5c0f\u65f6\u4ee5\u4e0a\uff09\u5185\u5bb9\u7684\uff08\u9700\u8981\u63d0\u524d\u5411\u4e3b\u6301\u4eba\u7533\u8bf7\u5e76\u901a\u8fc7\u8bd5\u8bb2\uff09\uff1b<\/span><\/p>\n<\/li>\n<li style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u5b8c\u6210\u4e86\u4e00\u7bc7\u4ee5\u4e0a\u8bfb\u4e66\u7b14\u8bb0\u5199\u4f5c\u7684\uff08\u8bfb\u4e66\u7b14\u8bb0\u6807\u51c6\uff1a\u5b57\u65703\u5343\u4ee5\u4e0a\uff0c\u56fe\u6587\u5e76\u8302\uff0c\u5177\u4f53\u8bf7\u53c2\u7167\u6b64\u6587\uff1a<\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247506966&amp;idx=1&amp;sn=4a77e194848fde84154ee906826e0fb5&amp;chksm=e897869bdfe00f8d638a21570f9d11786f8d5bdff359731ecb608bd490227e759c437278634b&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" data-linktype=\"2\" style=\"color: var(--weui-LINK);-webkit-tap-highlight-color: rgba(0, 0, 0, 0);cursor: pointer;max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u56e0\u679c\u89c2\u5ff5\u65b0\u9769\u547d\uff1f\u4e07\u5b57\u957f\u6587\uff0c\u89e3\u8bfb\u590d\u6742\u7cfb\u7edf\u80cc\u540e\u7684\u6697\u56e0\u679c<\/span><\/a><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\uff09\uff1b<\/span><\/p>\n<\/li>\n<li style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u590d\u73b0\u8bfb\u4e66\u4f1a\u4e2d\u67d0\u7bc7\u8bb2\u8bfb\u8bba\u6587\u7684\u7ed3\u679c\u5e76\u63d0\u4ea4\u4ee3\u7801\uff1b<\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">3. \u6ee1\u8db3\u4ee5\u4e0b\u6761\u4ef6\u4e4b\u4e00\u7684\u4e0d\u4ec5\u53ef\u4ee5\u5168\u989d\u9000\u6b3e\uff0c\u8fd8\u6709\u989d\u5916\u5956\u52b1\uff1a<\/span><\/section>\n<ul class=\"list-paddingleft-2\" style=\"max-width: 100%;overflow-wrap: break-word !important;\">\n<li style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u7531\u8bfb\u4e66\u4f1a\u5185\u5bb9\u542f\u53d1\uff0c\u4ea7\u751f\u4e86\u9760\u8c31\u7684\u65b0\u4ea7\u54c1\u521b\u610f\uff0c\u5e76\u5728\u8bfb\u4e66\u4f1a\u7ed3\u675f 2 \u4e2a\u6708\u5185\u63d0\u4ea4\u4e86\u8be6\u7ec6\u7684\u4ea7\u54c1\u7b56\u5212\u65b9\u6848\uff0c\u5e76\u901a\u8fc7\u4e86\u96c6\u667a\u4ff1\u4e50\u90e8\u7ec4\u7ec7\u7684\u76f8\u5e94\u8003\u6838\u7b54\u8fa9\u7684\uff1b<\/span><\/p>\n<\/li>\n<li style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u7531\u8bfb\u4e66\u4f1a\u5185\u5bb9\u542f\u53d1\uff0c\u840c\u53d1\u4e86\u79d1\u7814\u8bba\u6587\u521b\u610f\uff0c\u5e76\u5728\u8bfb\u4e66\u4f1a\u7ed3\u675f 2 \u4e2a\u6708\u5185\u5b8c\u6210\u521d\u7a3f\uff0c\u5e76\u901a\u8fc7\u4e86\u96c6\u667a\u4ff1\u4e50\u90e8\u7ec4\u7ec7\u7684\u76f8\u5e94\u8003\u6838\u7b54\u8fa9\u7684\uff1b<\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 13px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u4e0a\u8ff0\u89c4\u5219\u7684\u6700\u7ec8\u89e3\u91ca\u6743\u5f52\u96c6\u667a\u4ff1\u4e50\u90e8\u6240\u6709\u3002<\/span><span style=\"font-size: 13px;\">\u540e\u7eed\u53c2\u4e0e\u4e66\u7c4d\u64b0\u5199\u7684\u7a3f\u8d39\u53e6\u7b97\u3002<\/span><\/section>\n<p><br  \/><\/p>\n<h2 style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u62a5\u540d\uff1a\uff08\u957f\u671f\u6709\u6548\uff09<\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;text-align: center;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><img class=\"rich_pages\" data-cropselx1=\"0\" data-cropselx2=\"161\" data-cropsely1=\"0\" data-cropsely2=\"163\" data-ratio=\"1\" data-s=\"300,640\"  data-type=\"png\" data-w=\"260\" style=\"background-color: rgb(238, 237, 235);border-width: 1px;border-style: solid;border-color: rgb(238, 237, 235);background-size: 22px;background-position: center center;background-repeat: no-repeat;width: 163px;box-sizing: border-box !important;overflow-wrap: break-word !important;height: auto !important;\" src=\"\/wp-content\/uploads\/2020\/08\/wxsync-2020-08-1a7ed675bfeebb32617900fdb9e40d37.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/section>\n<\/h2>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7b2c\u4e00\u6b65\uff1a\u626b\u7801\u586b\u5199\u62a5\u540d\u4fe1\u606f\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7b2c\u4e8c\u6b65\uff1a\u4fe1\u606f\u586b\u5199\u4e4b\u540e\uff0c\u4f1a\u5f39\u51fa\u5bf9\u5e94\u7684\u8bfe\u7a0b\u8d2d\u4e70\u4fe1\u606f\uff0c\u63d0\u4ea4\u4fdd\u8bc1\u91d1299\u5143\u3002\uff08\u7b26\u5408\u9000\u8d39\u6761\u4ef6\u540e\u53ef\u9000\u8d39\uff09\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7b2c\u4e09\u6b65\uff1a\u6dfb\u52a0\u8d1f\u8d23\u4eba\u5fae\u4fe1\uff0c\u62c9\u5165\u5bf9\u5e94\u7684\u8bfb\u4e66\u4f1a\u8ba8\u8bba\u7fa4\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"font-size: 15px;\">\u6211\u4eec\u4e5f\u4f1a\u5bf9\u6bcf\u6b21\u5206\u4eab\u7684\u5185\u5bb9\u8fdb\u884c\u5f55\u5236\uff0c\u526a\u8f91\u540e\u53d1\u5e03\u5728\u96c6\u667a\u5b66\u56ed\u7684\u5b98\u7f51\u4e0a\uff0c\u6b22\u8fce\u5927\u5bb6\u5173\u6ce8\uff01<\/span><\/section>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"t4\" mpa-from-tpl=\"t\" style=\"margin-top: 20px;max-width: 100%;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-preserve-color=\"t\" data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;max-width: 100%;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;max-width: 100%;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-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><\/p>\n<p style=\"max-width: 100%;min-height: 1em;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span mpa-is-content=\"t\" style=\"max-width: 100%;font-size: 16px;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u8bba\u6587\u6e05\u5355<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br  \/><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p line=\"udLt\" style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u8bfb\u4e66\u4f1a\u4f1a\u5206\u4eab\u5982\u4e0b\u7ecf\u5178\u6559\u6750\u4e2d\u6709\u5173\u56e0\u679c\u63a8\u7406\u57fa\u7840\u5185\u5bb9<\/span><\/p>\n<p line=\"udLt\" style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/span><\/p>\n<p style=\"text-align: center;\"><img class=\"rich_pages js_insertlocalimg\" data-ratio=\"0.2481675392670157\" data-s=\"300,640\"  data-type=\"png\" data-w=\"955\" style=\"height: auto !important;\" src=\"\/wp-content\/uploads\/2020\/08\/wxsync-2020-08-5d332968043d2a773791cd5c4bfff9f7.png\"  \/><\/p>\n<p line=\"udLt\" style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/p>\n<\/section>\n<h1 style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"color: rgb(123, 12, 0);font-weight: bold;font-size: 15px;\">\u6df1\u523b\u7406\u89e3\u56e0\u679c\u4e4b\u68af<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"color: rgb(123, 12, 0);\"><br  \/><\/span><\/section>\n<\/h1>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">Bareinboim, E., et al. &#8220;On Pearl\u2019s hierarchy and the foundations of causal inference.&#8221; <em>ACM Special Volume in Honor of Judea Pearl (provisional title) <\/em>(2020).<\/span><\/p>\n<p><span style=\"font-size: 15px;\"><strong style=\"letter-spacing: 0.034em;\">\u7b80\u4ecb\uff1a<\/strong><span style=\"letter-spacing: 0.034em;\">Judea Pearl \u7684\u5b66\u751f Elias Eareinboim \u4eb2\u81ea\u4ecb\u7ecd\u4e86 Pearl \u7684\u56e0\u679c\u4e4b\u68af<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"max-width: 100%;margin-left: 8px;margin-right: 8px;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"font-size: 16px;color: rgb(123, 12, 0);\"><br  \/><\/p>\n<p><span style=\"color: rgb(123, 12, 0);font-weight: bold;font-size: 15px;\">\u673a\u5668\u5b66\u4e60+\u56e0\u679c\u63a8\u7406\u7efc\u8ff0<\/span><\/section>\n<section style=\"max-width: 100%;margin-left: 8px;margin-right: 8px;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"font-size: 16px;color: rgb(123, 12, 0);\"><br  \/><\/span><\/section>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">Sch\u00f6lkopf, Bernhard. &#8220;Causality for machine learning.&#8221; <em>arXiv preprint arXiv:1911.10500<\/em> (2019).<\/span><\/p>\n<p><span style=\"font-size: 15px;\"><strong style=\"letter-spacing: 0.034em;\">\u7b80\u4ecb\uff1a<\/strong><span style=\"letter-spacing: 0.034em;\">\u8fd9\u662f\u4e00\u7bc7\u521a\u521a\u6302\u5728arxiv \u5c31\u88ab Pearl &nbsp;\u4eb2\u81ea twitter \u70b9\u8d5e\u7684\u8bba\u6587\uff0c\u662f\u9a6c\u666e\u667a\u80fd\u6240\u6240\u957f Bernhard Sch\u00f6lkopf \u6700\u5f15\u4ee5\u4e3a\u50b2\u7684\u8bba\u6587\u4e4b\u4e00\uff0c\u4ed6\u628a\u88ab Pearl \u70b9\u8d5e\u8fd9\u4e8b\u60c5\u7b2c\u4e00\u65f6\u95f4\u5199\u5728\u4e2a\u4eba\u4e3b\u9875\u81ea\u6211\u4ecb\u7ecd\u7684\u7b2c\u4e00\u6bb5\u4e2d\u3002<span style=\"font-size: 15px;letter-spacing: 0.51px;\">Sch\u00f6lkopf<\/span> \u53ca\u5176\u56e2\u961f\u5728\u56e0\u679c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u65b9\u9762\u505a\u4e86\u6700\u591a\u7684\u5de5\u4f5c\uff0c\u6b64\u6587\u603b\u7ed3\u5e76\u5347\u534e\u4e86\u4fe1\u606f\u9769\u547d\u65f6\u4ee3\u4e0b\u56e0\u679c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7684\u4e00\u822c\u7406\u8bba\u548c\u6df1\u523b\u601d\u8003<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"max-width: 100%;margin-left: 8px;margin-right: 8px;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/section>\n<section style=\"max-width: 100%;margin-left: 8px;margin-right: 8px;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"color: rgb(123, 12, 0);font-weight: bold;font-size: 15px;\">\u4e3b\u6d41\u56e0\u679c\u5efa\u6a21\u6846\u67b6\u878d\u5408<\/span><\/section>\n<section style=\"max-width: 100%;margin-left: 8px;margin-right: 8px;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"font-size: 16px;color: rgb(123, 12, 0);\"><br  \/><\/span><\/section>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"max-width: 100%;margin-left: 8px;margin-right: 8px;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">Malinsky Daniel, Ilya Shpitser, and Thomas S. Richardson. &#8220;A Potential Outcomes Calculus for Identifying Conditional Path-Specific Effects.&#8221; <em>international conference on artificial intelligence and statistics <\/em>(2019): 3080-3088.<\/span><\/p>\n<p style=\"max-width: 100%;margin-left: 8px;margin-right: 8px;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"font-size: 15px;\"><strong style=\"letter-spacing: 0.034em;\">\u7b80\u4ecb\uff1a<\/strong><span style=\"letter-spacing: 0.034em;\">\u5f53\u524d\u6709\u4e24\u4e2a\u4e3b\u6d41\u56e0\u679c\u5efa\u6a21\u6846\u67b6\uff0c\u6f5c\u7ed3\u679c\uff08Potential Outcome\uff09\u548c\u7ed3\u6784\u56e0\u679c\u6a21\u578b\uff08SCM\uff09\uff0c\u5b83\u4eec\u7ed3\u5408\u8d77\u6765\u4ea7\u751f\u4e86 Po-calculus<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"font-size: 16px;color: rgb(123, 12, 0);\"><br  \/><\/p>\n<p style=\"max-width: 100%;line-height: 1.75em;margin-left: 8px;margin-right: 8px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"font-size: 15px;\"><span style=\"color: rgb(123, 12, 0);font-weight: bold;\">\u673a\u5668\u5b66\u4e60\u65b9\u6cd5+\u56e0\u679c\u63a8\u7406<\/span>&nbsp;<\/span><\/p>\n<p><br  \/><\/p>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><strong><span style=\"font-size: 15px;\">\u6e05\u534e\u5d14\u9e4f\u56e2\u961f Stable learning\/prediction \u7cfb\u5217\u8bba\u6587<\/span><\/strong><\/section>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><span style=\"font-size: 15px;\">\u673a\u5668\u5b66\u4e60\u7ed3\u5408\u56e0\u679c\u63a8\u7406\u7684\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u843d\u811a\u70b9\u3002\u901a\u8fc7stable learning\u7cfb\u5217\u6280\u672f\u627e\u5230\u4e86\u5982\u4f55\u5b66\u4e60\u7a33\u5065\u7684\u9884\u6d4b\u6a21\u578b\uff0c\u63d0\u51fa\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u9884\u6d4b\u6846\u67b6<\/span><\/section>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Kuang, Kun, et al. &#8220;Stable prediction across unknown environments.&#8221; <em>Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining. <\/em>2018.<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Shen, Zheyan, et al. &#8220;Stable Learning via Sample Reweighting.&#8221; <em>national conference on artificial intelligence<\/em> (2020).<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Kuang, Kun, et al. &#8220;Stable Prediction with Model Misspecification and Agnostic&nbsp;Distribution Shift.&#8221; <\/span><em style=\"font-size: 15px;\">national conference on artificial intelligence <\/em><span style=\"font-size: 15px;\">(2020).<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Sgouritsa, Eleni, et al. &#8220;Inference of Cause and Effect with Unsupervised Inverse Regression.&#8221; <em>international conference on artificial intelligence and statistics<\/em> (2015): 847-855.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u534a\u76d1\u7763\u5b66\u4e60\u7406\u8bba\u4e0a\u53ea\u5bf9\u53cd\u56e0\u679c\u95ee\u9898\u6709\u6548&nbsp;&nbsp;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Wager, Stefan, and Susan Athey. &#8220;Estimation and Inference of Heterogeneous Treatment Effects using Random Forests.&#8221; <em>Journal of the American Statistical Association<\/em> 113.523 (2018): 1228-1242.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u7528\u56e0\u679c\u968f\u673a\u68ee\u6797\u7684\u529e\u6cd5\u6765\u5b66\u4e60\u5f02\u8d28\u56e0\u679c\u6548\u5e94<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">Niklas Pfister, P. B\u00fchlmann, J. Peters \u56e2\u961f Invariant causal prediction \u7cfb\u5217\u6587\u7ae0<\/span><\/strong><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Peters, Jonas, Peter Buhlmann, and Nicolai Meinshausen. &#8220;Causal inference using invariant prediction: identification and confidence intervals.&#8221; <\/span><em style=\"font-size: 15px;\">arXiv: Methodology <\/em><span style=\"font-size: 15px;\">(2015).<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Pfister, Niklas, Peter Buhlmann, and Jonas Peters. &#8220;Invariant Causal Prediction for Sequential Data.&#8221; <\/span><em style=\"font-size: 15px;\">Journal of the American Statistical Association<\/em><span style=\"font-size: 15px;\"> 114.527 (2019): 1264-1276.<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Arjovsky, Martin, et al. &#8220;Invariant Risk Minimization.&#8221; <em>arXiv: Machine Learning<\/em> (2019).<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u5bf9\u4e8e\u4e0d\u540c\u6570\u636e\u548c\u6a21\u578b\uff0c\u5b66\u4e60\u5177\u5907 Out-of-distribution \u6cdb\u5316\u80fd\u529b\u7684\u9884\u6d4b\u6a21\u578b<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"max-width: 100%;line-height: 1.75em;margin-left: 8px;margin-right: 8px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"color: rgb(123, 12, 0);font-weight: bold;font-size: 15px;\">\u5f3a\u5316\u5b66\u4e60+\u56e0\u679c\u63a8\u7406<\/span><\/p>\n<section style=\"max-width: 100%;margin-left: 8px;margin-right: 8px;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Zhu, Shengyu, Ignavier Ng, and Zhitang Chen. &#8220;Causal Discovery with Reinforcement Learning..&#8221; <em>arXiv: Learning<\/em> (2019).<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\u6765\u505a\u56e0\u679c\u53d1\u73b0<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Zhang, Junzhe, Daniel Kumor, and Elias Bareinboim. &#8220;Causal Imitation Learning with Unobserved Confounders.&#8221; (2020).<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u6709\u672a\u89c2\u6d4b\u6df7\u6742\u56e0\u5b50\u4e0b\u7684\u56e0\u679c\u6a21\u4eff\u5b66\u4e60<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Pearl, Judea, and Elias Bareinboim. &#8220;Transportability of causal and statistical relations: a formal approach.&#8221; <em>national conference on artificial intelligence <\/em>(2011): 247-254.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u534a\u76d1\u7763\u5b66\u4e60\u7406\u8bba\u4e0a\u53ea\u5bf9\u53cd\u56e0\u679c\u95ee\u9898\u6709\u6548&nbsp;&nbsp;<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Correa, Juan D., and Elias Bareinboim. &#8220;General Transportability of Soft Interventions: Completeness Results.&#8221; (2020).<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u56e0\u679c\u53ef\u8fc1\u79fb\u884c\u7406\u8bba\u7684\u4e00\u822c\u6027\u6846\u67b6<\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"max-width: 100%;margin-left: 8px;margin-right: 8px;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"font-size: 16px;color: rgb(123, 12, 0);\"><br  \/><\/p>\n<p><span style=\"color: rgb(123, 12, 0);font-weight: bold;font-size: 15px;\">\u4e2d\u4ecb\u5206\u6790\u7406\u8bba<\/span><\/section>\n<p><br  \/><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Robins, James M., Thomas S. Richardson, and Ilya Shpitser. &#8220;An interventionist approach to mediation analysis.&#8221; <em>arXiv preprint arXiv:2008.06019 <\/em>(2020).<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u534a\u76d1\u7763\u5b66\u4e60\u7406\u8bba\u4e0a\u53ea\u5bf9\u53cd\u56e0\u679c\u95ee\u9898\u6709\u6548<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Miles, Caleb H., et al. &#8220;On semiparametric estimation of a path-specific effect in the presence of mediator-outcome confounding.&#8221; <em>Biometrika <\/em>107.1 (2020): 159-172.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u4e2d\u4ecb\u5206\u6790\u5728\u793e\u4f1a\u5b66\u79d1\u4e2d\u6709\u91cd\u8981\u5e94\u7528\uff0c\u6d89\u53ca\u5230\u516c\u5e73\u6027\uff0c\u5f52\u56e0\u7b49\u7b49\u95ee\u9898<\/span><\/p>\n<p><br  \/><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-weight: bold;color: rgb(123, 12, 0);font-size: 15px;\">\u56e0\u679c\u63a8\u7406+\u533b\u7597\u5927\u6570\u636e<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);font-size: 16px;\"><br  \/><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Prosperi, Mattia, et al. &#8220;Causal inference and counterfactual prediction in machine learning for actionable healthcare.&#8221; <em>Nature Machine Intelligence<\/em> 2.7 (2020): 369-375.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"letter-spacing: 0.034em;font-size: 15px;font-weight: bold;\">\u7b80\u4ecb\uff1a<\/span><span style=\"letter-spacing: 0.034em;font-size: 15px;\">\u901a\u8fc7\u53cd\u4e8b\u5b9e\u63a8\u65ad\uff0c\u5236\u5b9a\u5065\u5eb7\u5e72\u9884\u65b9\u6848\uff0c\u76f8\u6bd4\u57fa\u4e8e\u76f8\u5173\u6027\u7684\u65b9\u6848\uff0c\u63d0\u5347\u5bf9\u7528\u6237\u7684\u51c6\u786e\u6027<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Richens, Jonathan G., Ciar\u00e1n M. Lee, and Saurabh Johri. &#8220;Improving the accuracy of medical diagnosis with causal machine learning.&#8221; <em>Nature Communications <\/em>11.1 (2020): 1-9.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><span style=\"font-weight: bold;\">\u7b80\u4ecb\uff1a<\/span>\u7528\u5305\u542b\u56e0\u679c\u63a8\u7406\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u63d0\u5347\u533b\u7597\u8bca\u65ad\u7684\u51c6\u786e\u6027<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Castro, Daniel C., Ian Walker, and Ben Glocker. &#8220;Causality matters in medical imaging.&#8221; <em>Nature Communications<\/em> 11.1 (2020): 1-10.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u533b\u5b66\u5f71\u50cf\u4e2d\uff0c\u901a\u8fc7\u5f15\u5165\u56e0\u679c\u63a8\u7406\uff0c\u63d0\u5347\u53ef\u89e3\u91ca\u6027\u548c\u7a33\u5065\u6027<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Saxe, Glenn N., et al. &#8220;Computational causal discovery for post-traumatic stress in police officers.&#8221; <em>Translational psychiatry<\/em> 10.1 (2020): 1-12.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u901a\u8fc7\u56e0\u679c\u53d1\u73b0\uff0c\u57fa\u4e8e\u89c2\u5bdf\u6570\u636e\uff0c\u627e\u51fa\u5fc3\u7406\u75be\u75c5\u7684\u6210\u56e0<br  \/><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"font-size: 16px;color: rgb(123, 12, 0);\"><span style=\"font-weight: bold;\"><br  \/><\/span><\/p>\n<p><span style=\"color: rgb(123, 12, 0);font-weight: bold;font-size: 15px;\">\u65f6\u95f4\u5e8f\u5217+\u56e0\u679c\u63a8\u7406<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 16px;color: rgb(123, 12, 0);\"><br  \/><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Runge, Jakob, et al. &#8220;Inferring causation from time series in Earth system sciences.&#8221; <em>Nature communications<\/em> 10.1 (2019): 1-13.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><strong>\u7b80\u4ecb\uff1a<\/strong>\u4e13\u6ce8\u5730\u7403\u5927\u6c14\u7cfb\u7edf\u65f6\u95f4\u5e8f\u5217\u7684\u56e0\u679c\u63a8\u7406\u65b9\u6cd5\u5b66<\/span><\/section>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Runge, Jakob, et al. &#8220;Detecting and quantifying causal associations in large nonlinear time series datasets.&#8221; <em>Science Advances<\/em> 5.11 (2019): eaau4996.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u5927\u6570\u636e\u96c6\u4e0b\u7684\u56e0\u679c\u53d1\u73b0\u53ca\u5b9a\u91cf\u65b9\u6cd5<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><span style=\"color: rgb(123, 12, 0);font-weight: bold;font-size: 15px;\">\u795e\u7ecf\u79d1\u5b66+\u56e0\u679c\u63a8\u7406<\/span><\/section>\n<p><br  \/><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Reid, Andrew T., et al. &#8220;Advancing functional connectivity research from association to causation.&#8221; <em>Nature neuroscience<\/em> 22.11 (2019): 1751-1760.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u5728\u9488\u5bf9\u5927\u8111\u529f\u80fd\u7684\u7814\u7a76\u4e2d\uff0c\u5982\u4f55\u4ece\u76f8\u5173\u5173\u7cfb\u4e2d\u627e\u5230\u53ef\u80fd\u7684\u56e0\u679c\u8054\u7cfb<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Marinescu, Ioana E., Patrick N. Lawlor, and Konrad P. Kording. &#8220;Quasi-experimental causality in neuroscience and behavioural research.&#8221; <em>Nature human behaviour <\/em>2.12 (2018): 891-898.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u501f\u9274\u8ba1\u91cf\u7ecf\u6d4e\u5b66\u7684\u65b9\u6cd5\uff0c\u4ece\u795e\u7ecf\u79d1\u5b66\u53ca\u8ba4\u77e5\u79d1\u5b66\u4e2d\u627e\u5230\u56e0\u679c\u5173\u7cfb<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><span style=\"color: rgb(123, 12, 0);font-weight: bold;font-size: 15px;\">\u793e\u4f1a\u79d1\u5b66+\u56e0\u679c\u63a8\u7406<\/span><\/section>\n<p><span style=\"color: rgb(123, 12, 0);font-weight: 700;\"><br  \/><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Varian, Hal R. &#8220;Causal inference in economics and marketing.&#8221; <em>Proceedings of the National Academy of Sciences <\/em>113.27 (2016): 7310-7315.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><strong>\u7b80\u4ecb\uff1a<\/strong>\u56e0\u679c\u63a8\u7406\u5728\u7ecf\u6d4e\u5b66\u548c\u8425\u9500\u4e2d\u7684\u5e94\u7528<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Xie, Yu. &#8220;Population heterogeneity and causal inference.&#8221; <em>Proceedings of the National Academy of Sciences<\/em> 110.16 (2013): 6262-6268.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><strong>\u7b80\u4ecb\uff1a<\/strong>\u5728\u5305\u542b\u5f02\u8d28\u4eba\u53e3\u7684\u6570\u636e\u4e2d\uff0c\u627e\u5230\u56e0\u679c\u5173\u7cfb<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);font-weight: bold;font-size: 15px;\">\u590d\u6742\u7cfb\u7edf+\u56e0\u679c\u63a8\u7406<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 16px;color: rgb(123, 12, 0);\"><br  \/><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px;\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Xie, Yu. &#8220;Population heterogeneity and causal inference.&#8221; <em>Proceedings of the National Academy of Sciences<\/em> 110.16 (2013): 6262-6268.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u5728\u5305\u542b\u76f8\u4e92\u4f5c\u7528\u7684\u56e0\u679c\u94fe\u6761\u7684\u7cfb\u7edf\u4e2d\uff0c\u62c6\u89e3\u56e0\u679c\u94fe\u6761<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Leng, Siyang, et al. &#8220;Partial cross mapping eliminates indirect causal influences.&#8221; <em>Nature communications<\/em> 11.1 (2020): 1-9.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u901a\u8fc7\u4ea4\u53c9\u6620\u5c04\uff0c\u627e\u5230\u76f4\u63a5\u7684\u56e0\u679c\u5173\u7cfb<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Weissman, Michael B. &#8220;Do GRE scores help predict getting a physics Ph. D.? A comment on a paper by Miller et al.&#8221; <em>Science Advances<\/em> 6.23 (2020): eaax3787.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u901a\u8fc7\u56e0\u679c\u63a8\u7406\uff0c\u53cd\u9a73\u4e4b\u524d\u7684\u6559\u80b2\u5b66\u7814\u7a76\u7684\u65b9\u6cd5\u5b66\u7f3a\u9677\uff0c\u6307\u51fa\u5176\u7ed3\u8bba\u6709\u8bef<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Ferraro, Paul J., James N. Sanchirico, and Martin D. Smith. &#8220;Causal inference in coupled human and natural systems.&#8221; <em>Proceedings of the National Academy of Sciences<\/em> 116.12 (2019): 5311-5318.<br  \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u7b80\u4ecb\uff1a<\/span><\/strong><span style=\"font-size: 15px;\">\u5728\u4eba\u7c7b\u53ca\u81ea\u7136\u73af\u5883\u76f8\u4e92\u5f71\u54cd\u7684\u73af\u5883\u4e2d\uff0c\u8fdb\u884c\u56e0\u679c\u63a8\u7406<\/span><\/p>\n<\/li>\n<\/ul>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\" style=\"white-space: normal;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"t4\" mpa-from-tpl=\"t\" style=\"margin-top: 20px;max-width: 100%;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-preserve-color=\"t\" data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;max-width: 100%;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;max-width: 100%;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-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><\/p>\n<p style=\"max-width: 100%;min-height: 1em;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span mpa-is-content=\"t\" style=\"max-width: 100%;font-size: 16px;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u5173\u4e8e\u4f17\u5305\u751f\u4ea7\u4e66\u7c4d<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"white-space: normal;\"><br  \/><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p line=\"udLt\" style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"font-size: 15px;\">\u96c6\u667a\u4ff1\u4e50\u90e8\u81ea2015\u5e74\u4ee5\u6765\uff0c\u5145\u5206\u8c03\u52a8\u793e\u533a\u6210\u5458\u7684\u79ef\u6781\u6027\uff0c\u7ec4\u7ec7\u4ee5\u4f17\u5305\u7684\u65b9\u5f0f\uff0c\u521b\u4f5c\u548c\u7ffb\u8bd14\u672c\u56fe\u4e66\u4f5c\u54c1\uff0c\u5206\u522b\u662f\uff1a<\/span><br  \/><\/p>\n<\/section>\n<section style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages js_insertlocalimg\" data-ratio=\"0.5625\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"1280\" style=\"height: auto !important;\" src=\"\/wp-content\/uploads\/2020\/08\/wxsync-2020-08-98d83949b2bf58c3667bc2ba8fa3e19d.jpeg\"  \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6b64\u6b21\uff0c\u6211\u4eec\u4f9d\u7136\u5e0c\u671b\u901a\u8fc7<strong>\u8bfb\u4e66\u4f1a+\u4f17\u5305<\/strong>\u7684\u5f62\u5f0f\u53ef\u4ee5\u5b8c\u6210\u300a\u56e0\u679c\u63a8\u7406\u5728\u6570\u636e\u79d1\u5b66\u4e2d\u7684\u5e94\u7528\u300b\u4e00\u4e66\u7684\u751f\u4ea7\u4e0e\u64b0\u5199\uff0c\u5e0c\u671b\u611f\u5174\u8da3\u7684\u670b\u53cb\u4eec\u5feb\u6765\u52a0\u5165\u6211\u4eec\uff01<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;color: rgb(123, 12, 0);font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u56e0\u679c\u63a8\u7406<\/strong><\/span><strong style=\"color: rgb(123, 12, 0);font-size: 15px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u5728\u6570\u636e\u79d1\u5b66\u4e2d\u7684\u5e94\u7528\uff1a<\/strong><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">&nbsp;<\/span><\/section>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><span style=\"font-size: 15px;\">\u81ea\u4ece19\u5e74\u300a\u4e3a\u4ec0\u4e48\uff1a\u5173\u4e8e\u56e0\u679c\u5173\u7cfb\u7684\u65b0\u79d1\u5b66\u300b\u8fd9\u672c\u4e66\u88ab\u5f15\u8fdb\u4ee5\u6765\uff0c\u5982\u4f55\u4ece\u6570\u636e\u4e2d\uff0c\u5224\u65ad\u51fa\u53d8\u91cf\u95f4\u7684\u56e0\u679c\u5173\u7cfb\uff0c\u8fd9\u4e2a\u88ab\u79f0\u4e3a\u56e0\u679c\u63a8\u7406\u7684\u9886\u57df\uff0c\u53d8\u5f97\u9010\u6e10\u4e3a\u66f4\u591a\u4eba\u6240\u719f\u77e5\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u56e0\u679c\u63a8\u7406\u7684\u57fa\u672c\u539f\u7406\u4e0e\u5177\u4f53\u5e94\u7528\u573a\u666f\uff0c\u7f3a\u5c11\u7cfb\u7edf\u6027\u7684\u5168\u9762\u6982\u8ff0\uff0c\u8fd9\u4f7f\u5f97\u4f17\u591a\u60f3\u8981\u8fdb\u4e00\u6b65\u5e94\u7528\u8be5\u5de5\u5177\u7684\u8bfb\u8005\uff0c\u96be\u4ee5\u7aa5\u89c1\u56e0\u679c\u63a8\u7406\u9769\u547d\u6027\u7684\u529b\u91cf\u3002<\/span><\/section>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><br  \/><\/section>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><span style=\"font-size: 15px;\">\u672c\u4e66\u5c06\u7528\u79d1\u666e\u5316\u7684\u8bed\u8a00\uff0c\u9762\u5411\u5927\u4e2d\u5b66\u751f\u53ca\u5176\u4ed6\u5bf9\u8be5\u8bdd\u9898\u611f\u5174\u8da3\u7684\u8bfb\u8005\uff0c\u8bb2\u8ff0\u8be5\u9886\u57df\u7684\u5e38\u7528\u6a21\u578b\u53ca\u524d\u6cbf\u8fdb\u5c55\uff0c\u5e76\u7740\u91cd\u4ecb\u7ecd\u56e0\u679c\u63a8\u7406\u5728\u8bf8\u5982\u751f\u547d\u79d1\u5b66\uff0c\u7ecf\u6d4e\u5b66\uff0c\u7535\u5b50\u5546\u52a1\u7b49\u591a\u4e2a\u9886\u57df\u7684\u5177\u4f53\u5e94\u7528\u3002\u4ece\u9605\u8bfb\u96be\u5ea6\u4e0a\uff0c\u672c\u4e66\u524d\u4e24\u90e8\u5206\uff0c\u529b\u6c42\u505a\u5230\u9ad8\u4e2d\u751f\u4e5f\u80fd\u8bfb\u61c2\uff0c\u4e4b\u540e\u7684\u90e8\u5206\uff0c\u4f1a\u505a\u5230\u4e00\u822c\u7684\u7406\u5de5\u79d1\u672c\u79d1\u751f\u53ef\u4ee5\u7406\u89e3\u7684\u7a0b\u5ea6\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/section>\n<section style=\"max-width: 100%;line-height: 1.75em;margin-left: 8px;margin-right: 8px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><\/p>\n<p line=\"F4KC\" style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u521d\u7248\u5927\u7eb2\uff1a<\/strong><\/span><\/p>\n<p line=\"F4KC\" style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/p>\n<p><\/span><\/section>\n<section style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><img class=\"rich_pages js_insertlocalimg\" data-cropselx1=\"0\" data-cropselx2=\"562\" data-cropsely1=\"0\" data-cropsely2=\"622\" data-ratio=\"1.1068840579710144\" data-s=\"300,640\"  data-type=\"png\" data-w=\"1104\" style=\"height: 622px;width: 562px;\" src=\"\/wp-content\/uploads\/2020\/08\/wxsync-2020-08-623dcc1384f94078f707d00557cc9149.png\"  \/><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br  \/><\/section>\n<\/section>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"t4\" mpa-from-tpl=\"t\" style=\"margin-top: 20px;max-width: 100%;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-preserve-color=\"t\" data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;max-width: 100%;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mid=\"\" mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;max-width: 100%;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-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><\/p>\n<p style=\"max-width: 100%;min-height: 1em;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span mpa-is-content=\"t\" style=\"max-width: 100%;font-size: 16px;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"max-width: 100%;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u63a8\u8350\u9605\u8bfb<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br  \/><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;text-align: center;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247515078&amp;idx=1&amp;sn=b3c0cea57d03618d3f1b740a02d4715b&amp;chksm=e897e14bdfe0685db345cb7e71d04d4dd3a5afbd6967a758ad8e83293d1d6c76a276f5e424c4&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\"><strong><span style=\"font-size: 14px;\">\u56e0\u679c\u79d1\u5b66\uff1a\u8fde\u63a5\u7edf\u8ba1\u5b66\u3001\u673a\u5668\u5b66\u4e60\u4e0e\u81ea\u52a8\u63a8\u7406\u7684\u65b0\u5174\u4ea4\u53c9\u9886\u57df<\/span><\/strong><\/a><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;text-align: center;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247506966&amp;idx=1&amp;sn=4a77e194848fde84154ee906826e0fb5&amp;chksm=e897869bdfe00f8d638a21570f9d11786f8d5bdff359731ecb608bd490227e759c437278634b&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"font-size: 14px;text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\"><strong><span style=\"font-size: 14px;\">\u56e0\u679c\u89c2\u5ff5\u65b0\u9769\u547d\uff1f\u4e07\u5b57\u957f\u6587\uff0c\u89e3\u8bfb\u590d\u6742\u7cfb\u7edf\u80cc\u540e\u7684\u6697\u56e0\u679c<\/span><\/strong><\/a><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;text-align: center;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247500714&amp;idx=1&amp;sn=f1edec0d7a4ea551e1a75e5cea470060&amp;chksm=e8979927dfe0103134a871b591329319716b9aaee97822a9c09b69c716e13fe414e17d445665&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\"><strong><span style=\"font-size: 14px;\">\u4e3a\u4e86\u7814\u7a76\u56e0\u679c\u5173\u7cfb\uff0c\u539f\u6765\u79d1\u5b66\u5bb6\u5728\u8fd9\u4e48\u591a\u65b9\u5411\u4e0a\u90fd\u6709\u5c1d\u8bd5<\/span><\/strong><\/a><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;text-align: center;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247502752&amp;idx=1&amp;sn=4ceaf4f227a4f7065b3cd256a2022552&amp;chksm=e897912ddfe0183b570a12e6b40212e33b76a95c54abe6e10afe7069acb9f6236bd39ccf8cda&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"color: var(--weui-LINK);text-decoration: underline;-webkit-tap-highlight-color: rgba(0, 0, 0, 0);cursor: pointer;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\" rel=\"noopener noreferrer\"><span style=\"max-width: 100%;font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section mpa-from-tpl=\"t\">\n<section data-mpa-template-id=\"1398939\" data-mpa-color=\"null\" data-mpa-category=\"\u6536\u85cf\" mpa-from-tpl=\"t\">\n<section data-mpa-template-id=\"1345806\" data-mpa-color=\"null\" data-mpa-category=\"fav\" mpa-from-tpl=\"t\">\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\">\n<section data-mpa-template-id=\"83535\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\">\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\">\n<section data-mpa-template-id=\"83535\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\">\n<section data-mpa-template=\"\" mpa-from-tpl=\"t\">\n<section powered-by=\"xiumi.us\" mpa-from-tpl=\"t\">\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\">\n<section style=\"margin-right: 8px;margin-left: 8px;max-width: 100%;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/section>\n<hr style=\"max-width: 100%;letter-spacing: 0.544px;white-space: normal;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;min-height: 1em;letter-spacing: 0.544px;white-space: normal;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);text-align: center;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><img data-ratio=\"0.9191011235955057\" data-type=\"gif\" data-w=\"445\" width=\"100%\" class=\"__bg_gif\"  style=\"letter-spacing: 0.5px;box-sizing: border-box !important;overflow-wrap: break-word !important;visibility: visible !important;width: 64px !important;\" src=\"\/wp-content\/uploads\/2020\/08\/wxsync-2020-08-f8813a24c65fe26cf82889d1466d1718.gif\"  \/><br mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/p>\n<p style=\"max-width: 100%;min-height: 1em;letter-spacing: 0.544px;white-space: normal;color: rgb(0, 0, 0);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: medium;background-color: rgb(255, 255, 255);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/p>\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;letter-spacing: 0.544px;white-space: normal;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template-id=\"83535\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;line-height: 25.6px;text-align: center;outline: none medium;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;line-height: 25.6px;outline: none medium;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template-id=\"83535\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"max-width: 100%;outline: none medium;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template=\"\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;font-size: 15px;outline: none medium;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section powered-by=\"xiumi.us\" mpa-from-tpl=\"t\" style=\"max-width: 100%;line-height: 25.6px;border-color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"margin-top: 10px;margin-bottom: 10px;padding-right: 3px;padding-left: 3px;max-width: 100%;min-height: 1em;transform: translate3d(0px, 0px, 0px);border-color: rgb(123, 12, 0);line-height: 1.5em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 12px;color: rgb(136, 136, 136);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;padding-right: 3px;padding-left: 3px;max-width: 100%;min-height: 1em;transform: translate3d(0px, 0px, 0px);border-color: rgb(123, 12, 0);line-height: 1.5em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 12px;color: rgb(136, 136, 136);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<br mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/span><\/strong><\/p>\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;outline: none medium;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;max-width: 100%;line-height: 1.75em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;font-size: 14px;white-space: pre-wrap;color: rgb(0, 112, 192);line-height: 25.6px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;line-height: 28px;white-space: normal;color: rgb(61, 170, 214);font-size: 20px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 14px;color: rgb(136, 136, 136);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;color: rgb(255, 76, 0);\">\u25c6&nbsp;<\/span><span style=\"max-width: 100%;color: rgb(0, 128, 255);\">\u25c6&nbsp;<\/span><span style=\"max-width: 100%;color: rgb(61, 170, 214);\">\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;min-height: 1em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;color: rgb(123, 12, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\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;max-width: 100%;min-height: 1em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;min-height: 1em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;color: rgb(0, 0, 0);box-sizing: border-box !important;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;font-size: 14px;color: rgb(71, 193, 168);line-height: 20px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<p style=\"margin: 5px auto;padding: 10px;max-width: 100%;min-height: 1em;width: 180px;border-width: 2px;border-style: dashed;border-color: rgb(132, 132, 132);line-height: normal;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><img data-copyright=\"0\" data-cropselx1=\"0\" data-cropselx2=\"156\" data-cropsely1=\"0\" data-cropsely2=\"156\" data-ratio=\"1\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"1125\"  style=\"box-sizing: border-box !important;overflow-wrap: break-word !important;visibility: visible !important;width: 156px !important;\" src=\"\/wp-content\/uploads\/2020\/08\/wxsync-2020-08-8d63ba433b859b930f684933c607651c.jpeg\"  \/><\/p>\n<\/section>\n<p style=\"max-width: 100%;min-height: 1em;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 14px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section mpa-from-tpl=\"t\" style=\"max-width: 100%;font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template-id=\"1398939\" data-mpa-color=\"null\" data-mpa-category=\"\u6536\u85cf\" mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template-id=\"1345806\" data-mpa-color=\"null\" data-mpa-category=\"fav\" mpa-from-tpl=\"t\" style=\"max-width: 100%;color: rgb(0, 0, 0);font-size: medium;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template-id=\"83535\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"margin-right: 0.5em;margin-left: 0.5em;max-width: 100%;line-height: 25.6px;text-align: center;outline: none medium;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template-id=\"5969\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\n<section data-mpa-template-id=\"83535\" data-mpa-color=\"#ffffff\" mpa-from-tpl=\"t\" style=\"max-width: 100%;outline: none medium;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/section>\n<section style=\"max-width: 100%;text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;\"><span style=\"max-width: 100%;font-size: 15px;letter-spacing: 0.544px;box-sizing: border-box !important;overflow-wrap: break-word !important;\">\ud83d\udc47\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u5373\u53ef\u62a5\u540d\u53c2\u52a0\uff01<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u96c6\u667a\u4ff1\u4e50\u90e8\u8bfb\u4e66\u4f1a\u662f\u9762\u5411\u5e7f\u5927\u79d1\u7814\u5de5\u4f5c\u8005\u7684\u7cfb\u5217\u8bba\u6587\u7814\u8bfb\u6d3b\u52a8\uff0c\u5176\u76ee\u7684\u662f\u5171\u540c\u6df1\u5165\u5b66\u4e60\u63a2\u8ba8\u67d0\u4e2a\u79d1\u5b66\u8bae\u9898\uff0c\u4e86\u89e3\u524d\u6cbf\u8fdb\u5c55\uff0c\u6fc0\u53d1\u79d1\u7814\u7075\u611f\uff0c\u4fc3\u8fdb\u79d1\u7814\u5408\u4f5c\uff0c\u964d\u4f4e\u79d1\u7814\u95e8\u69db\u3002 \u8bfb\u4e66\u4f1a\u6d3b\u52a8\u59cb\u4e8e 2008 \u5e74\uff0c\u81f3\u4eca\u5df2\u7ecf\u6709 40 \u4f59\u4e2a\u4e3b\u9898\uff0c\u5185\u5bb9\u6db5\u76d6\u590d\u6742\u7cfb\u7edf\uff0c\u4eba\u5de5\u667a\u80fd\uff0c\u8111\u4e0e\u610f\u8bc6\uff0c\u91cf\u5b50\u7ea0\u7f20\uff0c\u5f20\u91cf\u7f51\u7edc\uff0c\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u3002\u51dd\u805a\u4e86\u4f17\u591a\u4f18\u79c0\u79d1&#8230;<\/p>\n","protected":false},"author":1,"featured_media":20832,"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\/20838"}],"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=20838"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/20838\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/20832"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=20838"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=20838"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=20838"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=20838"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}