{"id":32414,"date":"2022-02-12T21:42:35","date_gmt":"2022-02-12T13:42:35","guid":{"rendered":"https:\/\/swarma.org\/?p=32414"},"modified":"2022-02-12T21:42:35","modified_gmt":"2022-02-12T13:42:35","slug":"%e7%ac%ac%e4%ba%8c%e7%a7%8d%e6%83%b3%e8%b1%a1%e5%8a%9b-%ef%bc%9a%e5%bd%93%e4%bb%a3%e7%a4%be%e4%bc%9a%e7%a7%91%e5%ad%a6%e7%a0%94%e7%a9%b6%e4%b8%ad%e7%9a%84%e5%9b%a0%e6%9e%9c%e3%80%81%e6%95%b0%e6%8d%ae","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=32414","title":{"rendered":"\u7b2c\u4e8c\u79cd\u60f3\u8c61\u529b \uff1a\u5f53\u4ee3\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u56e0\u679c\u3001\u6570\u636e\u548c\u7406\u8bba | \u5468\u65e5\u76f4\u64ad\u00b7\u56e0\u679c\u79d1\u5b66\u8bfb\u4e66\u4f1a"},"content":{"rendered":"<div class='wxsyncmain'>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;letter-spacing: 0.544px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);line-height: 1.75em;\" data-mpa-powered-by=\"yiban.io\">\n<section style=\"display: inline-block;width: 661px;vertical-align: top;background-color: rgb(246, 246, 246);\">\n<p style=\"text-align: center;\"><img class=\"rich_pages wxw-img\" data-backh=\"374\" data-backw=\"562\" data-galleryid=\"\" data-ratio=\"0.6655443322109988\" data-s=\"300,640\"  data-type=\"png\" data-w=\"891\" style=\"width: 100%;height: auto;\" src=\"\/wp-content\/uploads\/2022\/02\/wxsync-2022-02-cd245197483a5b45b175ad1a4d4397f3.png\"  \/><\/p>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;\">\n<section style=\"width: 661px;\">\n<section style=\"padding-right: 3px;float: left;line-height: 1;\">\n<section powered-by=\"xiumi.us\">\n<section style=\"padding-left: 10px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;border-left: 3px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;line-height: 0;\">\n<section powered-by=\"xiumi.us\" style=\"transform: translate3d(-13px, 0px, 0px);\">\n<section style=\"display: inline-block;width: 25px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);\"><br  \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"transform: translate3d(-1px, 0px, 0px);\">\n<section style=\"color: rgb(33, 166, 210);font-size: 16px;line-height: 1.5;\">\n<p><span style=\"font-size: 15px;\"><strong>\u5bfc\u8bed<\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"transform: translate3d(-13px, 0px, 0px) rotateX(180deg);\">\n<section style=\"display: inline-block;width: 24px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);\"><br  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0.544px;\">\u5728\u793e\u4f1a\u5b66\u7814\u7a76\u4e2d\uff0c\u5bf9\u793e\u4f1a\u673a\u5236\u3001\u56e0\u679c\u5173\u7cfb\u7684\u63a2\u6c42\uff0c\u59cb\u7ec8\u662f\u4e00\u4ee3\u4ee3\u5b66\u8005\u4eec\u5b5c\u5b5c\u4ee5\u6c42\u7684\u5723\u676f\u3002\u5728\u5f53\u4e0b\uff0c\u6211\u4eec\u7a76\u7adf\u5e94\u8be5\u5982\u4f55\u5b8c\u6574\u3001\u79d1\u5b66\u5730\u53bb\u7406\u89e3\u201c\u793e\u4f1a\u5b66\u7684\u60f3\u8c61\u529b\u201d\uff1f\u5982\u4f55\u628a\u6570\u636e\u8d44\u6599\u3001\u6a21\u578b\u7b97\u6cd5\u3001\u56e0\u679c\u903b\u8f91\u4e0e\u793e\u4f1a\u7406\u8bba\u66f4\u4e3a\u6709\u6548\u5730\u8fde\u63a5\u8d77\u6765\uff1f\u5982\u4f55\u5728\u628a\u81ea\u7136\u79d1\u5b66\u7814\u7a76\u8303\u5f0f\u548c\u5927\u6570\u636e\u3001\u673a\u5668\u5b66\u4e60\u7b49\u6709\u6548\u878d\u5165\u793e\u4f1a\u79d1\u5b66\u7684\u540c\u65f6\uff0c\u8ba9\u540e\u8005\u7684\u4eba\u6587\u4f20\u7edf\u3001\u601d\u8fa8\u529b\u91cf\u548c\u7406\u8bba\u8ffd\u6c42\u62e5\u6709\u66f4\u4e3a\u6709\u529b\u7684\u56e0\u679c\u63a8\u65ad\u5b9e\u8bc1\u57fa\u7840\uff1f\u57fa\u4e8e\u4ee5\u4e0a\u601d\u8003\u548c\u95ee\u9898\uff0c\u672c\u6b21\u8bfb\u4e66\u4f1a\u9080\u8bf7\u5357\u4eac\u5927\u5b66\u9648\u4e91\u677e\u6559\u6388\u4ece\u56e0\u679c\u548c\u6570\u636e\u4e24\u4e2a\u7ef4\u5ea6\u4ecb\u7ecd\u5176\u56e2\u961f\u5728\u56e0\u679c\u63a8\u65ad\u3001\u5927\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u7b49\u65b9\u9762\u7684\u7cfb\u5217\u7814\u7a76\u6848\u4f8b\u6765\u9610\u91ca\u7b2c\u4e8c\u79cd\u60f3\u8c61\u529b\u7684\u516b\u7c7b\u601d\u7ef4\u9762\u5411\u3002<\/strong><\/section>\n<p style=\"white-space: normal;\"><br  \/><\/p>\n<p style=\"white-space: normal;\"><strong>\u7531\u667a\u6e90\u793e\u533a\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u4e3e\u529e\u7684<\/strong><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247580041&amp;idx=1&amp;sn=ac9c1f715efa58ca79fc416c6e41190c&amp;chksm=e896e304dfe16a12a7cb349d945f3fc400533c5b89f6df9a407c1654ccb248f1a65d1e89fb9e&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener noreferrer\" data-linktype=\"2\"><strong>\u56e0\u679c\u79d1\u5b66\u4e0eCausal AI\u8bfb\u4e66\u4f1a\u7b2c\u4e09\u5b63<\/strong><\/a><strong>\uff0c<strong style=\"color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(246, 246, 246);\"><\/strong><strong style=\"color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(246, 246, 246);\">\u5176\u76ee\u6807\u662f\uff1a\u5c06\u4e3b\u8981\u7ed3\u5408\u56e0\u679c\u63a8\u65ad\u7684\u6f5c\u5728\u7ed3\u679c\uff08Potential Outcomes\uff09\u6846\u67b6\u5c55\u5f00\u8ba8\u8bba\uff0c\u5e76\u5c1d\u8bd5\u5728\u4e0d\u540c\u9886\u57df\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u533b\u5b66\u3001\u7ecf\u6d4e\u5b66\u3001\u673a\u5668\u5b66\u4e60\u7b49\u9886\u57df\uff0c\u5c1d\u8bd5\u5efa\u7acb\u4e0eSCM\u7684\u5bf9\u5e94\u5173\u7cfb\u3002\u8bfb\u4e66\u81ea2021\u5e7410\u670824\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u65e5\u4e0a\u5348 09:00-11:00\u4e3e\u529e\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba1 2-3 \u4e2a\u6708<\/strong>\u3002<\/strong><\/p>\n<section style=\"clear: none;line-height: 2em;\"><strong style=\"letter-spacing: 0.544px;\"><strong style=\"letter-spacing: 0.544px;\"><\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"clear: both;line-height: 0;\">\n<section style=\"line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 8px;white-space: normal;letter-spacing: 0.544px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);line-height: 1.75em;\">\n<section style=\"display: inline-block;vertical-align: middle;line-height: 0;\"><img class=\"rich_pages wxw-img\" data-fileid=\"100098629\" data-ratio=\"0.07314814814814814\"  data-type=\"png\" data-w=\"1080\" style=\"box-sizing: border-box;vertical-align: middle;visibility: visible !important;width: 677px !important;\" src=\"\/wp-content\/uploads\/2022\/02\/wxsync-2022-02-e16cd5b776e38a4f6806c73548bdc7d4.png\"  \/><\/section>\n<\/section>\n<section style=\"margin: 10px 8px;white-space: normal;letter-spacing: 0.544px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);line-height: 1.75em;\">\n<section style=\"display: inline-block;vertical-align: middle;line-height: 0;\"><br  \/><\/section>\n<\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"1.4991735537190083\" data-s=\"300,640\"  data-type=\"png\" data-w=\"1210\" style=\"\" src=\"\/wp-content\/uploads\/2022\/02\/wxsync-2022-02-0d86afea5936807f9c23951be5c7ba42.png\"  \/><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><br  \/><\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><br  \/><\/section>\n<h3 style=\"white-space: normal;font-family: -apple-system, 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;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;\">\n<section style=\"float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"clear: both;line-height: 0;\">\n<section style=\"line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p><strong style=\"font-family: mp-quote, -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;\"><strong style=\"text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u80cc\u666f<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;\">\n<section style=\"float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  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middle;\">\n<section style=\"margin-bottom: -2px;\">\n<section style=\"float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"clear: both;line-height: 0;\">\n<section style=\"line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p><strong style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft 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63);\">\u56f4\u7ed5\u793e\u4f1a\u79d1\u5b66\u4e2d\u7684\u56e0\u679c\u63a8\u65ad\uff0c\u6211\u4eec\u547c\u5524\u4e00\u79cd\u65b0\u7684\u3001\u66f4\u4e3a\u5b8c\u6574\u7684\u7b2c\u4e8c\u79cd\u793e\u4f1a\u5b66\u7684\u60f3\u8c61\u529b\uff0c\u5e76\u4ee5\u6b64\u6307\u5bfc\u5f53\u4e0b\u7684\u5b9e\u8bc1\u7814\u7a76\u3002\u4e0e\u7c73\u5c14\u65af\u7684\u57fa\u4e8e\u4e2a\u4eba\u4f53\u609f\u7684\u793e\u4f1a\u5b66\u60f3\u8c61\u529b\u76f8\u6bd4\uff0c\u7b2c\u4e8c\u79cd\u60f3\u8c61\u529b\u5bf9\u4e8e\u56e0\u679c\u63a8\u65ad\u7814\u7a76\u5177\u6709\u7279\u522b\u91cd\u8981\u7684\u610f\u4e49\u3002\u5b83\u65e2\u53d7\u5230\u4e2a\u4f53\u7ecf\u9a8c\u3001\u793e\u4f1a\u89c2\u5bdf\u7684\u5f71\u54cd\uff0c\u4e5f\u4f9d\u6258\u4e13\u4e1a\u3001\u7cbe\u51c6\u548c\u6d77\u91cf\u7684\u793e\u4f1a\u8bb0\u5f55\u6570\u636e\u3002\u4ece\u56e0\u679c\u548c\u6570\u636e\u4e24\u4e2a\u7ef4\u5ea6\uff0c\u6211\u4eec\u5c06\u7528\u56e2\u961f\u5728\u56e0\u679c\u63a8\u65ad\u3001\u5927\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u7b49\u65b9\u9762\u7684\u7cfb\u5217\u7814\u7a76\u6848\u4f8b\u6765\u9610\u91ca\u7b2c\u4e8c\u79cd\u60f3\u8c61\u529b\u7684\u516b\u7c7b\u601d\u7ef4\u9762\u5411\u3002<\/span><\/section>\n<p style=\"white-space: normal;\"><br  \/><\/p>\n<p style=\"white-space: normal;\"><br  \/><\/p>\n<h3 style=\"white-space: normal;font-family: -apple-system, 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;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;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;text-align: center;\">\n<section style=\"display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;\">\n<section style=\"float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"clear: both;line-height: 0;\">\n<section style=\"line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p><strong style=\"font-family: mp-quote, -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;\"><strong style=\"text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">\u4e3b\u8bb2\u4eba<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;\">\n<section style=\"float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"white-space: normal;text-align: center;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"226\" data-ratio=\"1.2375478927203065\"  data-type=\"png\" data-w=\"522\" data-width=\"183\" style=\"width: 147px;height: 182px;\" src=\"\/wp-content\/uploads\/2022\/02\/wxsync-2022-02-e38c21a840a1397fbb96dc5be72112fc.png\"  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u9648\u4e91\u677e<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u725b\u6d25\u5927\u5b66\u535a\u58eb\uff0c\u5357\u4eac\u5927\u5b66\u793e\u4f1a\u5b66\u6559\u6388\uff0c\u6559\u80b2\u90e8\u201c\u9752\u5e74\u957f\u6c5f\u5b66\u8005\u201d\uff0c\u56fd\u5bb6\u793e\u79d1\u57fa\u91d1\u91cd\u5927\u9879\u76ee\u9996\u5e2d\u4e13\u5bb6\u3002\u517c\u4efb\u4e2d\u56fd\u793e\u4f1a\u5b66\u4f1a\u526f\u79d8\u4e66\u957f\u3001\u8ba1\u7b97\u793e\u4f1a\u5b66\u4e13\u59d4\u4f1a\u526f\u4f1a\u957f\uff0c\u82f1\u56fd\u793e\u4f1a\u5b66\u4f1a\u520aSociology\u56fd\u9645\u987e\u95ee\uff0cSocial Science Review\u3001Chinese Sociological Review\u3001Journal of Social Computing\u7f16\u59d4\uff0c\u4e3b\u6301\u6c49\u8bd1\u300a\u725b\u6d25\u793e\u4f1a\u5b66\u8bcd\u5178\u300b\uff0c\u5728Routledge\u3001\u5546\u52a1\u5370\u4e66\u9986\u7b49\u51fa\u7248\u8457\u4f5c\u591a\u90e8\u3002\u4e3b\u8981\u7814\u7a76\u9886\u57df\u4e3a\u793e\u4f1a\u5fc3\u6001\u4e0e\u793e\u4f1a\u6cbb\u7406\u3001\u793e\u4f1a\u8d44\u672c\u4e0e\u793e\u4f1a\u7f51\u3001\u5b9a\u91cf\u7814\u7a76\u65b9\u6cd5\u548c\u8ba1\u7b97\u793e\u4f1a\u5b66\u3002\u66fe\u83b7\u4e2d\u56fd\u57ce\u5e02\u767e\u4eba\u8bba\u575b\u9996\u5c4a\u201c\u9752\u5e74\u5b66\u8005\u5956\u201d\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<h1 style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\u6587\u732e\u63a8\u8350<\/span><\/strong><\/span><\/h1>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">1\u3001\u56e0\u679c\u63a8\u65ad\u7684\u793e\u4f1a\u5b66\u5e94\u7528<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Rubin, Donald B. &#8220;Causal inference using potential outcomes: Design, modeling, decisions.&#8221;&nbsp;Journal of the American Statistical Association&nbsp;100.469 (2005): 322-331.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Gangl, Markus. &#8220;Causal inference in sociological research.&#8221;&nbsp;Annual review of sociology&nbsp;36 (2010): 21-47.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Elwert, Felix, and Christopher Winship. &#8220;Endogenous selection bias: The problem of conditioning on a collider variable.&#8221;&nbsp;Annual review of sociology&nbsp;40 (2014): 31-53.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Winship, Christopher, and Stephen L. Morgan. &#8220;The estimation of causal effects from observational data.&#8221;&nbsp;Annual review of sociology&nbsp;25.1 (1999): 659-706.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Chen, Yunsong. 2011. \u201cThe Causal Effect of Social Capital in the Labor Market: Identification challenges and strategies.\u201d&nbsp;Chinese Sociological Review&nbsp;44(2):76-100.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 10px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">\u9648\u4e91\u677e:\u300a\u903b\u8f91\u3001\u60f3\u8c61\u548c\u8be0\u91ca\u300b\uff0c\u300a\u793e\u4f1a\u5b66\u7814\u7a76\u300b2012\u5e74\u7b2c6\u671f<\/span><span style=\"color: rgb(63, 63, 63);font-size: 13px;\"><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">2\u3001\u5927\u6570\u636e\u548c\u5b8f\u89c2\u793e\u4f1a\u5206\u6790<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Halford, Susan, and Mike Savage. &#8220;Speaking sociologically with big data: Symphonic social science and the future for big data research.&#8221;&nbsp;Sociology&nbsp;51.6 (2017): 1132-1148.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Michel, Jean-Baptiste, et al. &#8220;Quantitative analysis of culture using millions of digitized books.&#8221;&nbsp;science&nbsp;331.6014 (2011): 176-182.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Chen, Yunsong, Guangye He, and Fei Yan.&nbsp;Understanding China Through Big Data: Applications of Theory-oriented Quantitative Approaches. Routledge, 2021.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Chen, Yunsong, et al. &#8220;The Werther effect revisited: Do suicides in books predict actual suicides?.&#8221;&nbsp;Poetics&nbsp;81 (2020): 101441.<\/span><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 10px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Chen, Yunsong, and Fei Yan. &#8220;Economic performance and public concerns about social class in twentieth-century books.&#8221;&nbsp;Social Science Research&nbsp;59 (2016): 37-51.<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">3\u3001\u673a\u5668\u5b66\u4e60\u7684\u793e\u4f1a\u79d1\u5b66\u5e94\u7528<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Athey, Susan. &#8220;The impact of machine learning on economics.&#8221;&nbsp;The economics of artificial intelligence: An agenda&nbsp;(2018): 507-547.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Athey, Susan, and Guido W. Imbens. &#8220;Machine learning methods that economists should know about.&#8221;&nbsp;Annual Review of Economics&nbsp;11 (2019): 685-725.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Mullainathan, Sendhil, and Jann Spiess. &#8220;Machine learning: an applied econometric approach.&#8221;&nbsp;Journal of Economic Perspectives&nbsp;31.2 (2017): 87-106.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Mohr, John W., and Petko Bogdanov. &#8220;Introduction\u2014Topic models: What they are and why they matter.&#8221;&nbsp;Poetics&nbsp;41.6 (2013): 545-569.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">\u80e1\u5b89\u5b81\u3001\u5434\u6653\u521a\u3001\u9648\u4e91\u677e\uff1a\u300a\u5904\u7406\u6548\u5e94\u5f02\u8d28\u6027\u5206\u6790\u300b\uff0c\u300a\u793e\u4f1a\u5b66\u7814\u7a76\u300b2021\u5e74\u7b2c1\u671f<\/span><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 10px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">\u9648\u4e91\u677e\u7b49\uff1a\u300a\u793e\u4f1a\u9884\u6d4b\uff1a\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u65b0\u8303\u5f0f\u300b\uff0c\u300a\u793e\u4f1a\u5b66\u7814\u7a76\u300b2020\u5e74\u7b2c3\u671f<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">4\u3001\u793e\u4f1a\u8ba1\u7b97\u3001\u590d\u6742\u7cfb\u7edf\u548c\u4eff\u771f<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"font-size: 13px;\"><span style=\"color: rgb(63, 63, 63);\">David MJ Lazer, Alex Pentland, Duncan J Watts, Sinan Aral, Susan Athey, Noshir Contractor, Deen Freelon, Sandra Gonzalez-Bailon, Gary King, Helen Margetts, Alondra Nelson, Matthew J Salganik, Markus Strohmaier, Alessandro Vespignani, Claudia Wagner. \u201d<\/span>Computational social science: Obstacles and opportunities<span style=\"color: rgb(63, 63, 63);\">\u201d&nbsp;Science&nbsp;369.6507(2020):1060-1062<\/span><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Macy, Michael W., and Robert Willer. &#8220;From factors to actors: Computational sociology and agent-based modeling.&#8221;&nbsp;Annual review of sociology&nbsp;28.1 (2002): 143-166.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Hedstrom, Peter.&nbsp;Dissecting the social: On the principles of analytical sociology. Cambridge University Press, 2005.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Lazer, David, et al. &#8220;Life in the network: the coming age of computational social.&#8221;&nbsp;Science&nbsp;323.5915 (2009): 721-723.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Flache, Andreas, and Michael W. Macy. &#8220;Small worlds and cultural polarization.&#8221;&nbsp;The Journal of Mathematical Sociology&nbsp;35.1-3 (2011): 146-176.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Vosoughi, Soroush, Deb Roy, and Sinan Aral. &#8220;The spread of true and false news online.&#8221;&nbsp;Science&nbsp;359.6380 (2018): 1146-1151.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: left;line-height: normal;margin-bottom: 5px;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;\">Johnson, Neil F., et al. &#8220;The online competition between pro-and anti-vaccination views.&#8221;&nbsp;Nature&nbsp;582.7811 (2020): 230-233.<\/span><\/section>\n<section style=\"line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<h3 style=\"white-space: 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style=\"white-space: normal;width: 122px;height: 122px;\" src=\"\/wp-content\/uploads\/2022\/02\/wxsync-2022-02-5c7aae3d84f97406f59db56ea5e7309c.png\"  \/><\/p>\n<p style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u626b\u7801\u9884\u7ea6<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><br  \/><\/span><\/section>\n<h3 style=\"white-space: normal;\">\n<section data-mpa-template=\"t\" mpa-from-tpl=\"t\">\n<section powered-by=\"xiumi.us\" mpa-from-tpl=\"t\" style=\"margin-top: 10px;text-align: center;justify-content: center;\">\n<section mpa-from-tpl=\"t\" style=\"display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section powered-by=\"xiumi.us\" mpa-from-tpl=\"t\" style=\"margin-bottom: -15px;\">\n<section mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;color: rgb(12, 130, 169);line-height: 2;letter-spacing: 3px;\">\n<p><strong mpa-from-tpl=\"t\">\u56e0\u679c\u79d1\u5b66\u8bfb\u4e66\u4f1a\u7b2c\u4e09\u5b63\u542f\u52a8<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<\/h3>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7531\u667a\u6e90\u793e\u533a\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u4e3e\u529e\u7684<\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247580041&amp;idx=1&amp;sn=ac9c1f715efa58ca79fc416c6e41190c&amp;chksm=e896e304dfe16a12a7cb349d945f3fc400533c5b89f6df9a407c1654ccb248f1a65d1e89fb9e&amp;scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener noreferrer\" data-linktype=\"2\" style=\"font-size: 15px;\">\u56e0\u679c\u79d1\u5b66\u4e0eCausal AI\u8bfb\u4e66\u4f1a\u7b2c\u4e09\u5b63<\/a><span style=\"font-size: 15px;\">\uff0c\u5c06\u4e3b\u8981\u9762\u5411\u4e24\u7c7b\u4eba\u7fa4\uff1a\u5982\u679c\u4f60\u4ece\u4e8b\u8ba1\u7b97\u673a\u76f8\u5173\u65b9\u5411\u7814\u7a76\uff0c\u5e0c\u671b\u4e3a\u4e0d\u540c\u9886\u57df\u5f15\u5165\u65b0\u7684\u8ba1\u7b97\u65b9\u6cd5\uff0c\u901a\u8fc7\u5927\u6570\u636e\u3001\u65b0\u7b97\u6cd5\u5f97\u5230\u65b0\u6210\u679c\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bfb\u4e66\u4f1a\u5404\u4e2a\u9886\u57df\u7684\u6838\u5fc3\u56e0\u679c\u95ee\u9898\u4ecb\u7ecd\u548c\u8bba\u6587\u63a8\u8350\u5feb\u901f\u5165\u624b\uff1b\u5982\u679c\u4f60\u4ece\u4e8b\u5176\u4ed6\u7406\u5de5\u79d1\u6216\u4eba\u6587\u793e\u79d1\u9886\u57df\u7814\u7a76\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u6240\u5c5e\u9886\u57df\u7684\u56e0\u679c\u7814\u7a76\u7efc\u8ff0\u4ecb\u7ecd\u548c\u7814\u8ba8\u5df2\u6709\u5de5\u4f5c\u7684\u793a\u4f8b\u4ee3\u7801\uff0c\u5728\u81ea\u5df1\u7684\u7814\u7a76\u4e2d\u5feb\u901f\u5f00\u59cb\u5c1d\u8bd5\u90e8\u7f72\u7ed3\u5408\u56e0\u679c\u7684\u7b97\u6cd5\u3002\u8bfb\u4e66\u81ea2021\u5e7410\u670824\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u65e5\u4e0a\u5348 9:00-11:00\u4e3e\u529e\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba1 2-3 \u4e2a\u6708\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><br  \/><\/section>\n<h1 style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u8bfb\u4e66\u4f1a\u5927\u7eb2\u4e00\u89c8\uff1a<\/strong><\/span><\/h1>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 10px;\"><span style=\"font-size: 15px;\">Donald Rubin\uff1aEssential Concepts of causal inference<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 5px;\"><span style=\"font-size: 15px;\">\u300c\u57fa\u7840\u7406\u8bba\u5b66\u4e60\u300d<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u56e0\u679c\u63a8\u65ad\u7684\u6f5c\u5728\u7ed3\u679c\u6846\u67b6\u5728\u5b9e\u9a8c\u6027\u7814\u7a76\u7684\u5e94\u7528<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u56e0\u679c\u63a8\u65ad\u5728\u89c2\u5bdf\u6027\u7814\u7a76\u4e2d\u7684\u5e94\u7528\uff1aDESIGN<\/span><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 10px;\"><span style=\"font-size: 15px;\">\u56e0\u679c\u63a8\u65ad\u5728\u89c2\u5bdf\u6027\u7814\u7a76\u4e2d\u7684\u5e94\u7528\uff08\u7eed\uff09\uff1aANALYSIS<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 5px;\"><span style=\"font-size: 15px;\">\u300c\u6848\u4f8b\u7814\u8ba8\u300d<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u533b\u5b66\u3001\u836f\u5b66\u3001\u751f\u7269\u5b66\u4e2d\u7684\u7814\u7a76\u6848\u4f8b<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7ba1\u7406\u5b66\u3001\u7ecf\u6d4e\u5b66\u3001\u793e\u4f1a\u5b66\u53ca\u653f\u6cbb\u5b66\u4e2d\u7684\u7814\u7a76\u6848\u4f8b<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u56e0\u679c\u968f\u673a\u68ee\u6797\u53ca\u5176\u5728\u5de5\u4e1a\u754c\u7684\u5e94\u7528<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u591a\u7ea7\u6cbb\u7597\u4e0e\u8fde\u7eed\u6027\u66b4\u9732<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u56e0\u679c\u63a8\u8350\u7cfb\u7edf<\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 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