{"id":3601,"date":"2020-10-18T12:12:40","date_gmt":"2020-10-18T16:12:40","guid":{"rendered":"https:\/\/melindaozel.com\/?p=3601"},"modified":"2025-02-20T23:34:06","modified_gmt":"2025-02-21T04:34:06","slug":"bias-in-emotion-tracking","status":"publish","type":"post","link":"https:\/\/melindaozel.com\/zh\/bias-in-emotion-tracking\/","title":{"rendered":"\u60c5\u7eea\u8ddf\u8e2a\u4e2d\u7684\u504f\u5dee"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"3601\" class=\"elementor elementor-3601\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-63ad625 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"63ad625\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0a8286b\" data-id=\"0a8286b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1323232 elementor-widget elementor-widget-text-editor\" data-id=\"1323232\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h1>\u8138\u90e8\u548c\u60c5\u611f\u8ddf\u8e2a\u4e2d\u7684\u504f\u5dee<\/h1>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c551995 elementor-widget elementor-widget-text-editor\" data-id=\"c551995\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u6211\u4eec\u4f3c\u4e4e\u8d5e\u540c\u6d41\u884c\u7684\u8fc7\u5ea6\u7b80\u5316\u7684\u8bf4\u6cd5\uff0c\u5373\u673a\u5668\u7684\u504f\u89c1\u6bd4\u4eba\u7c7b\u5c11\uff1b\u7136\u800c\uff0c\u5982\u679c\u4f60\u719f\u6089\u673a\u5668\u88ab\u8bad\u7ec3\u6210\u9605\u8bfb\u548c\u5173\u6ce8\u6570\u636e\u7684\u4e0d\u540c\u65b9\u9762\u7684\u65b9\u5f0f\uff0c\u4f60\u5c31\u4f1a\u77e5\u9053\u3002\u53ea\u662f\u6ca1\u6709\u90a3\u4e48\u7b80\u5355\u3002<\/p><p>\u5982\u679c\u673a\u5668\u662f\u7531\u4eba\u7c7b\u8bad\u7ec3\u51fa\u6765\u7684\uff0c\u5c31\u4e0d\u4f1a\u6ca1\u6709\u504f\u89c1\u3002<\/p><p>\u4ee5\u4e0b\u662f\u5bf9\u4eba\u8138\u8ddf\u8e2a\u548c\u8868\u60c5\u6807\u8bb0\u4e2d\u53ef\u80fd\u51fa\u73b0\u7684\u4e0d\u540c\u7c7b\u578b\u504f\u5dee\u7684\u4ecb\u7ecd\u3002\u8fd9\u4e9b\u504f\u5dee\u4e2d\u6709\u8bb8\u591a\u662f\u53ef\u4ee5\u51cf\u5c11\u7684\uff1b\u56e0\u6b64\u6211\u4e5f\u5305\u62ec\u4e86\u5bf9\u6539\u8fdb\u65b9\u6cd5\u7684\u5efa\u8bae\u3002 <strong>\u5982\u679c\u4f60\u6b63\u5728\u8fdb\u884c\u4efb\u4f55\u7c7b\u578b\u7684\u4eba\u8138\u548c\u60c5\u611f\u8ffd\u8e2a\uff0c\u4f60\u6709\u8d23\u4efb\u610f\u8bc6\u5230\u8fd9\u4e9b\u504f\u89c1\u3002<\/strong><\/p><p><span style=\"text-decoration: underline;\">\u67e5\u770b\u4e0b\u9762\u7684\u5e7b\u706f\u7247\u6216\u8fd9\u91cc\u94fe\u63a5\u7684\u89c6\u9891<\/span>:<strong> YouTube\u89c6\u9891<\/strong><\/p><p style=\"text-align: center;\"><iframe src=\"https:\/\/www.youtube.com\/embed\/TdpdOcGcxkY\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd1c2af elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"dd1c2af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f148ef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f148ef\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7c17381\" data-id=\"7c17381\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b0cfe2d elementor-widget elementor-widget-image\" data-id=\"b0cfe2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8261\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u7684\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u76f8\u5173\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52a9cb8 elementor-widget elementor-widget-image\" data-id=\"52a9cb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8260\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u8bb8\u591a\u4eba\u8138\u548c\u60c5\u7eea\u8ffd\u8e2a\u516c\u53f8\u8bd5\u56fe\u4f7f\u7528\u4fdd\u7f57-\u827e\u514b\u66fc\u7684\u9762\u90e8\u52a8\u4f5c\u7f16\u7801\u7cfb\u7edf\uff08FACS\uff09\u3002\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0d557b elementor-widget elementor-widget-text-editor\" data-id=\"c0d557b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 500;\"><span style=\"font-weight: 300;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span>\u8bb8\u591a\u4eba\u8138\u548c\u60c5\u7eea\u8ffd\u8e2a<\/span><span style=\"font-weight: 300;\"> \u516c\u53f8 <\/span><i><span style=\"font-weight: 300;\">\u5c1d\u8bd5<\/span><\/i><span style=\"font-weight: 300;\"> \u4f7f\u7528\u4fdd\u7f57-\u827e\u514b\u66fc\u7684 <\/span><span style=\"font-weight: 300;\">\u9762\u90e8\u52a8\u4f5c\u7f16\u7801\u7cfb\u7edf<\/span><span style=\"font-weight: 300;\"> (FACS)\u00a0<br \/><\/span><span style=\"font-weight: 500;\">- \u4f46\u8bb8\u591a\u4eba\u6ca1\u6709\u82b1\u65f6\u95f4\u6765\u6b63\u786e\u4f7f\u7528\u5b83\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd5253f elementor-widget elementor-widget-image\" data-id=\"dd5253f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8259\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u7684\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u76f8\u5173\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-797ce99 elementor-widget elementor-widget-text-editor\" data-id=\"797ce99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span>\u5f53\u4f60\u4e0d\u6b63\u786e\u4f7f\u7528FACS\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u4e0d\u6b63\u786e\u7684\u8868\u8fbe\u65b9\u5f0f\u5206\u7c7b<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0d\u4e00\u81f4\u7684\u8868\u8fbe\u5206\u7c7b<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u65e0\u653f\u5e9c\u4e3b\u4e49<\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">\u5373\u4f7f\u4f60\u6b63\u786e\u4f7f\u7528FACS\uff0c\u4e5f\u603b\u662f\u4f1a\u6709\u504f\u89c1\u548c\u4e0d\u4e00\u81f4\u7684\u5730\u65b9--\u4f46\u901a\u8fc7\u91c7\u53d6\u8c28\u614e\u7684\u63aa\u65bd\uff0c\u8fd9\u4e9b\u95ee\u9898\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f28cbb2 elementor-widget elementor-widget-image\" data-id=\"f28cbb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8264\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u4e0d\u6b63\u786e\u7684\u8868\u60c5\u5206\u7c7b\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fee0767 elementor-widget elementor-widget-text-editor\" data-id=\"fee0767\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><b>\u4e0d\u6b63\u786e\u7684\u8868\u8fbe\u65b9\u5f0f\u5206\u7c7b<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u9762\u90e8\u52a8\u4f5c\u5f88\u5fae\u5999\uff0c\u5982\u679c\u4e0d\u6df1\u5165\u7814\u7a76\u5c31\u5f88\u96be\u533a\u5206\u3002<\/span><\/li><li><span style=\"font-weight: 300;\">\u5927\u591a\u6570FACS\u53c2\u8003\u6587\u732e(<\/span><i><span style=\"font-weight: 300;\">\u4e0d\u5305\u62ec<\/span><\/i><span style=\"font-weight: 300;\"> \u539f\u59cbFACS\u624b\u518c\uff09\u63d0\u4f9b\u4e86\u4e0d\u6b63\u786e\u7684FACS\u89c6\u89c9\u6548\u679c--\u751a\u81f3\u88ab\u8ba4\u4e3a\u662f\u53ef\u4fe1\u7684\u6765\u6e90\u3002<\/span><\/li><li><span style=\"font-weight: 300;\">\u5c3d\u7ba1\u6709\u8fd9\u4e9b\u4e0d\u51c6\u786e\u7684\u5730\u65b9\uff0c\u4f46\u8fd9\u4e9b\u8d44\u6599\u7ecf\u5e38\u88ab\u4eba\u8138\u8ffd\u8e2a\u5de5\u7a0b\u5e08\u548c\u7814\u7a76\u4eba\u5458\u7528\u4f5c\u53c2\u8003\u3002\u00a0<\/span><\/li><li><span style=\"font-weight: 500;\">\u7531\u4e8e\u79d1\u6280\u516c\u53f8\u5728\u57fa\u4e8e\u6570\u636e\u7684\u89d2\u8272\u4e0a\u6295\u8d44\u4e0d\u8db3\uff0c\u4ed6\u4eec\u5f88\u53ef\u80fd\u4e0d\u5177\u5907\u6b63\u786e\u7684\u4eba\u5458\u6216\u8d44\u6e90\u6765\u533a\u5206\u91cd\u8981\u7684\u9762\u90e8\u52a8\u4f5c\u3002<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48305e2 elementor-widget elementor-widget-image\" data-id=\"48305e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8266\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u4e0d\u6b63\u786e\u7684\u8868\u60c5\u5206\u7c7b\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-987ebfe elementor-widget elementor-widget-image\" data-id=\"987ebfe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8268\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u8868\u60c5\u5206\u7c7b\u4e0d\u6b63\u786e\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f04535 elementor-widget elementor-widget-text-editor\" data-id=\"7f04535\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><b>\u4e0d\u6b63\u786e\u7684\u8868\u8fbe\u65b9\u5f0f\u5206\u7c7b<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u57fa\u672c\u5f62\u72b6\u5982\"<\/span><span style=\"font-weight: 300;\">\u7d27\u5507\u818f<\/span><span style=\"font-weight: 300;\">\"\u7ecf\u5e38\u4e0e\"\"\"\u7b49\u884c\u4e3a\u6df7\u6dc6\u3002<\/span><span style=\"font-weight: 300;\">\u538b\u5507\u673a<\/span><span style=\"font-weight: 300;\">\"\u548c\/\u6216\"<\/span><span style=\"font-weight: 300;\">\u5634\u5507<\/span> <span style=\"font-weight: 300;\">\u6485\u8d77\u5c41\u80a1\u3002<\/span><span style=\"font-weight: 300;\">\u201d<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li><span style=\"font-weight: 300;\">\u5507\u90e8\u7d27\u81f4\u5242<\/span><span style=\"font-weight: 300;\"> \u662f\u91cd\u8981\u7684\uff0c\u5728\u3002 <\/span><b>\u60c5\u611f\u8868\u8fbe\u4e0e <\/b><b>\u8bed\u8a00\u751f\u4ea7<\/b><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-244f516 elementor-widget elementor-widget-image\" data-id=\"244f516\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8270\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u8868\u60c5\u5206\u7c7b\u4e0d\u6b63\u786e\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e30ec9e elementor-widget elementor-widget-text-editor\" data-id=\"e30ec9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><b>\u4e0d\u6b63\u786e\u7684\u8868\u8fbe\u65b9\u5f0f\u5206\u7c7b<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u4ee5\u4e0a\u662f\u7d27\u5507\u5668\u7684\u771f\u5b9e\u8868\u73b0\u3002<\/span><\/li><li><span style=\"font-weight: 300;\">\u8fd9\u53ea\u662f\u8bb8\u591a\u5f62\u72b6\u4e2d\u7684\u4e00\u4e2a\uff0c\u6bcf\u6b21\u90fd\u662f\u5728\u96f7\u8fbe\u4e0b\u98de\u884c\u3002 <br \/>\u2013 <strong>\u8bef\u6559<\/strong> \u2013 <strong>\u9519\u8bef\u5206\u7c7b<\/strong> \u2013 <strong>\u8bef\u7528<\/strong><\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ccb0ff elementor-widget elementor-widget-image\" data-id=\"0ccb0ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8271\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u4e0d\u4e00\u81f4\u7684\u8868\u60c5\u5206\u7c7b\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cc0dec elementor-widget elementor-widget-text-editor\" data-id=\"4cc0dec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>:\u5f53\u4f60\u4e0d\u6b63\u786e\u4f7f\u7528FACS\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/span><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0d\u6b63\u786e\u7684\u8868\u8fbe\u65b9\u5f0f\u5206\u7c7b<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u4e0d\u4e00\u81f4\u7684\u8868\u8fbe\u5206\u7c7b<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u65e0\u653f\u5e9c\u4e3b\u4e49<\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">\u5373\u4f7f\u4f60\u6b63\u786e\u4f7f\u7528FACS\uff0c\u4e5f\u603b\u662f\u4f1a\u6709\u504f\u89c1\u548c\u4e0d\u4e00\u81f4\u7684\u5730\u65b9--\u4f46\u901a\u8fc7\u91c7\u53d6\u8c28\u614e\u7684\u63aa\u65bd\uff0c\u8fd9\u4e9b\u95ee\u9898\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ad0afa elementor-widget elementor-widget-image\" data-id=\"3ad0afa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8274\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u4e0d\u4e00\u81f4\u7684\u8868\u60c5\u5206\u7c7b\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6ffb2e elementor-widget elementor-widget-text-editor\" data-id=\"b6ffb2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><b>\u4e0d\u6b63\u786e\u7684\u8868\u8fbe\u65b9\u5f0f\u5206\u7c7b<\/b><\/span><\/p><p><span style=\"font-weight: 300;\">\u56f4\u7ed5\u7740\u4e0d\u6b63\u786e\u5206\u7c7b\u7684\u540c\u6837\u95ee\u9898 <\/span><span style=\"font-weight: 300;\">\u8fd9\u4e5f\u662f\u9020\u6210\u5206\u7c7b\u4e0d\u4e00\u81f4\u7684\u539f\u56e0\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-481e68e elementor-widget elementor-widget-image\" data-id=\"481e68e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8277\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u4e0d\u4e00\u81f4\u7684\u8868\u60c5\u5206\u7c7b\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9006a6 elementor-widget elementor-widget-text-editor\" data-id=\"b9006a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><b>\u4e0d\u4e00\u81f4\u7684\u8868\u8fbe\u5206\u7c7b<\/b><\/span><\/p><p><span style=\"font-weight: 500;\">\u5982\u679c\u79d1\u6280\u516c\u53f8\u4e0d\u5f7b\u5e95\u6295\u8d44\u4e8e\u6570\u636e\u8d28\u91cf\u3002\u00a0<\/span><span style=\"font-weight: 500;\">\u4ed6\u4eec\u7684\u6570\u636e\u5206\u7c7b\u89c4\u5219\u4e0d\u80fd\u88ab\u6807\u51c6\u5316\u3002<\/span><span style=\"font-weight: 500;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">\u7531\u4e8e\u3002<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u5728\u96c7\u7528\u548c\/\u6216\u57f9\u8bad\u5458\u5de5\u62c5\u4efb\u57fa\u4e8e\u6570\u636e\u7684\u804c\u52a1\u65b9\u9762\u7f3a\u4e4f\u6295\u8d44<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u7f3a\u4e4f\u9ad8\u8d28\u91cf\u7684FACS\u8d44\u6e90\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u5728\u533a\u5206\u9762\u90e8\u52a8\u4f5c\u65b9\u9762\u5b58\u5728\u56fa\u6709\u7684\u56f0\u96be<\/span><\/li><\/ul><p><b>\u2192<\/b> <span style=\"font-weight: 300;\">\u8d34\u6807\u7b7e\u8005\u5bf9\u8868\u8fbe\u7684\u5206\u7c7b\u4e0d\u4e00\u81f4\u3002<br \/><\/span><b>\u2192<\/b><span style=\"font-weight: 300;\"> \u8ffd\u8e2a\u8005\u53d1\u5c55\u51fa\u5947\u602a\u7684\u602a\u7656\uff0c\u628a\u4e0d\u6b63\u786e\u7684\u8868\u8fbe\u65b9\u5f0f\u7ed1\u5728\u4e00\u8d77\uff0c\u540c\u65f6\u4f7f\u5176\u4ed6\u4eba\u611f\u5230\u56f0\u60d1\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5335ce6 elementor-widget elementor-widget-image\" data-id=\"5335ce6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8279\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69f8c8b elementor-widget elementor-widget-text-editor\" data-id=\"69f8c8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><b>\u4e0d\u4e00\u81f4\u7684\u8868\u8fbe\u5206\u7c7b<\/b><\/span><\/p><p><b>\u6ce8\uff1a <\/b><span style=\"font-weight: 300;\">\u8fd9\u5f20\u56fe\u662f\u4e3a\u4e86\u89e3\u91ca\u5316\u8eab\u7684\u5f62\u72b6\u6fc0\u6d3b\u95ee\u9898\uff0c\u4f46\u540c\u6837\u7684\u57fa\u672c\u6982\u5ff5\u4e5f\u9002\u7528\u4e8e\u8138\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb225b5 elementor-widget elementor-widget-image\" data-id=\"eb225b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8282\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81b0354 elementor-widget elementor-widget-text-editor\" data-id=\"81b0354\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>:\u5f53\u4f60\u4e0d\u6b63\u786e\u4f7f\u7528FACS\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/span><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0d\u6b63\u786e\u7684\u8868\u8fbe\u65b9\u5f0f\u5206\u7c7b<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0d\u4e00\u81f4\u7684\u8868\u8fbe\u5206\u7c7b<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u65e0\u653f\u5e9c\u4e3b\u4e49<\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">\u5373\u4f7f\u4f60\u6b63\u786e\u4f7f\u7528FACS\uff0c\u4e5f\u603b\u662f\u4f1a\u6709\u504f\u89c1\u548c\u4e0d\u4e00\u81f4\u7684\u5730\u65b9--\u4f46\u901a\u8fc7\u91c7\u53d6\u8c28\u614e\u7684\u63aa\u65bd\uff0c\u8fd9\u4e9b\u95ee\u9898\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-382895f elementor-widget elementor-widget-image\" data-id=\"382895f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8286\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\uff1a\u6709\u504f\u89c1\u7684\u6807\u7b7e\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03850e1 elementor-widget elementor-widget-text-editor\" data-id=\"03850e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u5f53\u8868\u8fbe\u5f0f\u6807\u7b7e\u5b9a\u4e49\u4e0d\u6e05\u3001\u7406\u89e3\u4e0d\u900f\u5f7b\u65f6\uff0c\u5c0f\u9519\u8bef\u4f1a\u9020\u6210\u5927\u504f\u5dee\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3b8235 elementor-widget elementor-widget-image\" data-id=\"f3b8235\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8287\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\uff1a\u6709\u504f\u89c1\u7684\u6807\u7b7e\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-664c10d elementor-widget elementor-widget-text-editor\" data-id=\"664c10d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u5728\u63a2\u8ba8\u4eba\u8138\u8ffd\u8e2a\u6280\u672f\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u504f\u89c1\u4e4b\u524d\uff0c\u8bf7\u8003\u8651\u7279\u5f81\u8bc6\u522b\u6280\u672f\u4e2d\u5df2\u7ecf\u5b58\u5728\u7684\u504f\u89c1\uff1a\u9762\u90e8\u8bc6\u522b\u3002<br \/><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f59553a elementor-widget elementor-widget-image\" data-id=\"f59553a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8326\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u7684\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u76f8\u5173\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2712cf2 elementor-widget elementor-widget-text-editor\" data-id=\"2712cf2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u5982\u679c\u6211\u4eec\u8fde\u7279\u5f81\u68c0\u6d4b\u90fd\u505a\u4e0d\u597d\uff0c\u53ef\u4ee5\u60f3\u8c61\u5728\u8868\u60c5\u8ffd\u8e2a\u4e2d\u7684\u504f\u5dee\u4f1a\u6709\u591a\u590d\u6742\u3002\u8868\u60c5\u8ffd\u8e2a\u9700\u8981\u5bf9\u9762\u90e8\u7279\u5f81\u4ee5\u5916\u7684\u7406\u89e3\u3002\u5b83\u8981\u6c42\u5bf9\u5fae\u5999\u7684\u9762\u90e8\u8fd0\u52a8\u6709\u6240\u4e86\u89e3\u3002<br \/><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8060670 elementor-widget elementor-widget-image\" data-id=\"8060670\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8288\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u7814\u7a76\u4e00\u76f4\u53d1\u73b0\uff0c\u4eba\u4eec\u5bf9\u6765\u81ea\u4e0d\u540c\u6587\u5316\u7684\u9762\u5b54\u7684\u89e3\u8bfb\u660e\u663e\u66f4\u5dee\u3002\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09b025f elementor-widget elementor-widget-text-editor\" data-id=\"09b025f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong>\n<\/span><\/span>\n\n<span style=\"font-weight: 300;\">\u7814\u7a76\u4e00\u76f4\u53d1\u73b0\uff0c\u4eba\u4eec\u5728\u89e3\u8bfb\u6765\u81ea\u4e0d\u540c\u6587\u5316\u7684\u9762\u5b54\u65f6\u660e\u663e\u66f4\u5dee\u3002<\/span>\n<ul>\n<sup>Blais, Caroline &amp; Jack, Rachael &amp; Scheepers, Christoph &amp; Fiset, Daniel &amp; Caldara, Roberto.\u6587\u5316\u5851\u9020\u4e86\u6211\u4eec\u770b\u8138\u7684\u65b9\u5f0f\u3002(2008).PloS one.3. e3022.10.1371\/journal.pone.0003022.<\/sup>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-638b6a8 elementor-widget elementor-widget-image\" data-id=\"638b6a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8290\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c71ee5 elementor-widget elementor-widget-text-editor\" data-id=\"0c71ee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4eba\u4eec\u5728\u770b\u8138\u65f6\u63d0\u53d6\u4fe1\u606f\u7684\u65b9\u5f0f\u4e0d\u540c\uff0c\u5728\u89e3\u91ca\u60c5\u7eea\u65f6\u5bfb\u627e\u4e0d\u540c\u7684\u7ebf\u7d22\u3002\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6587\u5316\u6df1\u6df1\u5f71\u54cd\u7740\u6211\u4eec\u8ba4\u4e3a\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u548c\u7ebf\u7d22\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">\u7814\u7a76\u53d1\u73b0\u3002<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"2\"><b>\u4e1c\u4e9a<\/b> <span style=\"font-weight: 300;\">\u53c2\u4e0e\u8005 <\/span><span style=\"font-weight: 300;\">\u503e\u5411\u4e8e\u5173\u6ce8\u8138\u90e8\u4e2d\u95f4\uff0c\u9f3b\u5b50\u5468\u56f4\uff0c\u66f4\u91cd\u89c6\u773c\u775b\u548c\u76ee\u5149\u65b9\u5411\u3002\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u897f\u65b9\u9ad8\u52a0\u7d22\u4eba <\/b><span style=\"font-weight: 300;\">\u53c2\u4e0e\u8005\u503e\u5411\u4e8e\u5728\u7709\u6bdb\u548c\u5634\u90e8\u533a\u57df\u5bfb\u627e\u60c5\u611f\u7684\u8868\u8fbe\u3002<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"2\"><span style=\"font-weight: 500;\">\u5f53\u53c2\u4e0e\u8005\u770b\u6709\u51b2\u7a81\u8868\u60c5\u7684\u8138\u65f6\uff0c\u8fd9\u4e9b\u6ce8\u610f\u529b\u7684\u5dee\u5f02\u4f1a\u4ea7\u751f\u504f\u89c1<br \/><\/span><span style=\"font-weight: 300;\">\u4f8b\u5982\uff1a\u5f53\u6709\u4e00\u53cc\u60b2\u4f24\u7684\u773c\u775b\uff0c\u6709\u4e00\u5f20\u5feb\u4e50\u7684\u5634\u3002<br \/><\/span><span style=\"font-weight: 300;\">- \u65e5\u672c\u53c2\u4e0e\u8005\u66f4\u91cd\u89c6\u773c\u775b\u6240\u8868\u73b0\u7684\u60c5\u611f<br \/><\/span><span style=\"font-weight: 300;\">- \u7f8e\u56fd\u53c2\u8d5b\u8005\u66f4\u5173\u5fc3\u53e3\u8154\u9886\u57df\u3002<\/span><\/li><\/ul><p>\u00a0<\/p><p><sup>1.Blais, C., Jack, R. E., Scheepers, C., Fiset, D., and Caldara, R. (2008).\u6587\u5316\u5851\u9020\u4e86\u6211\u4eec\u770b\u8138\u7684\u65b9\u5f0f\u3002PLoS ONE 3:e3022. doi: 10.1371\/journal.pone.0003022<br \/><\/sup><sup>2.Elfenbein, H. A., &amp; Ambady, N. (2003).\u8bc6\u522b\u60c5\u7eea\u7684\u666e\u904d\u6027\u548c\u6587\u5316\u5dee\u5f02\u3002\u5f53\u524d\u5fc3\u7406\u79d1\u5b66\u7684\u65b9\u5411\uff0c12\uff085\uff09\uff0c159-164\u3002<br \/><\/sup><sup>3.Matsumoto, D., Kasri, F., &amp; Kooken, K. (1999).\u7f8e\u56fd\u548c\u65e5\u672c\u5728\u8868\u8fbe\u5f3a\u5ea6\u548c\u4e3b\u89c2\u4f53\u9a8c\u5224\u65ad\u4e0a\u7684\u6587\u5316\u5dee\u5f02\u3002Cognition &amp; Emotion, 13(2), 201-218.<br \/><\/sup><sup>4.Matsumoto, D., &amp; Ekman, P. (1989).\u7f8e\u56fd\u548c\u65e5\u672c\u7684\u6587\u5316\u5dee\u5f02\u5728\u9762\u90e8\u60c5\u7eea\u8868\u8fbe\u7684\u5f3a\u5ea6\u8bc4\u7ea7\u3002\u52a8\u673a\u4e0e\u60c5\u611f\uff0c13\uff082\uff09\uff0c143-157\u3002<br \/><\/sup><sup>5.Marsh, A. A., Elfenbein, H. A., &amp; Ambady, N. (2003).\u975e\u8bed\u8a00 \"\u53e3\u97f3 \"\u7684\u6587\u5316\u5dee\u5f02\u5728\u9762\u90e8\u60c5\u7eea\u8868\u8fbe\u4e2d\u7684\u4f53\u73b0\u3002\u5fc3\u7406\u79d1\u5b66\u300b\uff0c14\uff084\uff09\uff0c373-376\u3002<br \/><\/sup><sup>6.Yuki, M., Maddux, W. W., &amp; Masuda, T. (2007).\u4e1c\u65b9\u548c\u897f\u65b9\u7684\u7075\u9b42\u4e4b\u7a97\u662f\u4e00\u6837\u7684\u5417\uff1f\u5728\u65e5\u672c\u548c\u7f8e\u56fd\u4f7f\u7528\u773c\u775b\u548c\u5634\u4f5c\u4e3a\u8bc6\u522b\u60c5\u7eea\u7684\u7ebf\u7d22\u7684\u6587\u5316\u5dee\u5f02\u3002\u5b9e\u9a8c\u793e\u4f1a\u5fc3\u7406\u5b66\u6742\u5fd7\uff0c43\uff082\uff09\uff0c303-311\u3002<\/sup><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7bd886e elementor-widget elementor-widget-image\" data-id=\"7bd886e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8292\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\uff1a\u8868\u60c5\u6807\u7b7e\u5316\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82117c0 elementor-widget elementor-widget-text-editor\" data-id=\"82117c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u73b0\u5728\u8003\u8651\u4e00\u4e0b\u8868\u8fbe\u6807\u7b7e\u4e2d\u7684\u5185\u5bb9......\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f72d46 elementor-widget elementor-widget-image\" data-id=\"7f72d46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8295\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\uff1a\u538b\u4f4e\u5507\u89d2\u548c\u957f\u8005\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab194df elementor-widget elementor-widget-text-editor\" data-id=\"ab194df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u5982\u679c<\/span><span style=\"font-weight: 300;\"> \u5507\u89d2\u6291\u5236\u5668<\/span><span style=\"font-weight: 300;\"> \u5982\u679c\u4e0d\u80fd\u6b63\u786e\u7406\u89e3\uff0c\u6807\u7b7e\u4eba\u5458\u66f4\u6709\u53ef\u80fd\u9519\u8bef\u5730\u8fdb\u884c\u5206\u7c7b\u3002 <\/span><span style=\"font-weight: 300;\">\u4efb\u4f55<\/span><span style=\"font-weight: 300;\"> \u5f62\u72b6\uff0c\u5507\u89d2\u4e0b\u5782\uff0c\u5982 <\/span><span style=\"font-weight: 300;\">\u5507\u89d2\u6291\u5236\u5668<\/span><span style=\"font-weight: 300;\">.\u8fd9\u4e9b\u9519\u8bef\u5206\u7c7b\u7684\u5f62\u72b6\u901a\u5e38\u662f\u7531\u4ee5\u4e0b\u56e0\u7d20\u5f71\u54cd\u9020\u6210\u7684 <\/span><span style=\"font-weight: 300;\">\u62ac\u5934\u65cf<\/span><span style=\"font-weight: 300;\"> \u2013 <\/span><span style=\"font-weight: 300;\">\u4f46\u5b83\u4eec\u4e5f\u53ef\u80fd\u5305\u62ec\u66f4\u7cdf\u7cd5\u7684\u4e1c\u897f<\/span><span style=\"font-weight: 300;\">\uff1a\u4e2d\u6027\u8138\uff08\u6ca1\u6709\u8868\u60c5\u7684\u8138\uff09\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u8fd9\u79cd\u8bef\u89e3\u7684\u4e00\u4e2a\u53ef\u80fd\u7ed3\u679c\u662f\u3002 <\/span><b>\u8fc7\u5ea6\u4fa6\u6d4b\u7684 <\/b><b>\u5507\u89d2\u6291\u5236\u5668<\/b> <span style=\"font-weight: 300;\">\u5507\u89d2\u4e0b\u5782\u7684\u4eba\u4e2d\u3002\u5f88\u591a\u65f6\u5019\uff0c\u7531\u4e8e\u91cd\u529b\u7684\u957f\u671f\u5f71\u54cd\uff0c\u8001\u5e74\u4eba\u7684\u5634\u89d2\u4f1a\u4e0b\u5782\u3002\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf16622 elementor-widget elementor-widget-image\" data-id=\"bf16622\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8298\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\uff1a\u538b\u4f4e\u5507\u89d2\u548c\u957f\u8005\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8599858 elementor-widget elementor-widget-text-editor\" data-id=\"8599858\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4ece\u4e0d\u6070\u5f53\u7684\u6807\u7b7e\u505a\u6cd5\u6765\u770b\uff0c\u8001\u5e74\u4eba\u7fa4\u53ef\u80fd\u4f1a\u88ab\u8fc7\u5ea6\u68c0\u6d4b\u5230\u7684\u75be\u75c5\u3002<\/span><span style=\"font-weight: 300;\"> \u5507\u89d2\u6291\u5236\u5668<\/span><span style=\"font-weight: 300;\">.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u5507\u89d2\u538b\u820c\u677f\u662f\u60b2\u4f24\u7684\u4e00\u4e2a\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002 <\/span><span style=\"font-weight: 300;\">\u8fd9\u79cd\u9519\u8bef\u662f\u5426\u4f1a\u5bfc\u81f4\u8001\u5e74\u4eba\u53e3\u4e2d\u7684\u60b2\u4f24\u60c5\u7eea\u88ab\u8fc7\u5ea6\u53d1\u73b0\uff1f<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u5176\u4ed6\u7fa4\u4f53\u7684\u9762\u90e8\u7279\u5f81\u662f\u5507\u89d2\u4e0b\u5782\uff0c\u600e\u4e48\u529e\uff1f<\/span><span style=\"font-weight: 300;\"> \u4ed6\u4eec\u4f1a\u4e0d\u4f1a\u88ab\u9519\u8bef\u5730\u7406\u89e3\u4e3a \"\u60b2\u4f24\"\uff1f<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2dddf7 elementor-widget elementor-widget-image\" data-id=\"b2dddf7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8301\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\uff1a\u538b\u4f4e\u5507\u89d2\u548c\u957f\u8005\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-592b3dc elementor-widget elementor-widget-text-editor\" data-id=\"592b3dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u8ffd\u8e2a\u5668\u9519\u8bef\u5730\u68c0\u6d4b\u5230\u7684\u95ee\u9898\u53ef\u80fd\u770b\u8d77\u6765\u4e0d\u662f\u4ec0\u4e48\u5927\u95ee\u9898\u3002 <\/span><span style=\"font-weight: 300;\">\u5507\u89d2\u6291\u5236\u5668 <\/span><span style=\"font-weight: 300;\">\u6216<\/span><span style=\"font-weight: 300;\"> \u60b2\u4f24<\/span><span style=\"font-weight: 300;\">\uff0c\u4f46\u3002 <\/span><span style=\"font-weight: 300;\">\u5f53\u4eba\u8138\u8ffd\u8e2a\u88ab\u7528\u4e8e\u66f4\u5927\u7684\u4e8b\u60c5\uff0c\u5982\u5fc3\u7406\u5065\u5eb7\u8bc4\u4f30\u6216\u8bc4\u4f30\u6f5c\u5728\u7684\u5de5\u4f5c\u5019\u9009\u4eba\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c794a1f elementor-widget elementor-widget-image\" data-id=\"c794a1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8303\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fee9bc elementor-widget elementor-widget-text-editor\" data-id=\"6fee9bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u5206\u6790\u6c42\u804c\u8005\u5728\u89c6\u9891\u6c42\u804c\u9762\u8bd5\u4e2d\u7684\u9762\u90e8\u8868\u60c5--\u8054\u5408\u5229\u534e\u3001IBM\u3001Dunkin Donuts\u548c\u5176\u4ed6\u8bb8\u591a\u516c\u53f8\u5df2\u7ecf\u5728\u4f7f\u7528\u8fd9\u9879\u6280\u672f\u3002<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u62a5\u544a\uff1a\u60c5\u7eea\u8bc6\u522b\u6280\u672f\u4e0d\u8d77\u4f5c\u7528\uff0c\u4f46\u62db\u8058\u4eba\u5458\u548c\u5176\u4ed6\u4eba\u8fd8\u662f\u5728\u4f7f\u7528\u5b83<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u60c5\u611f\u68c0\u6d4b \"AI\u662f\u4e00\u4e2a$200\u4ebf\u7684\u4ea7\u4e1a\u3002\u65b0\u7684\u7814\u7a76\u8bf4\uff0c\u5b83\u4e0d\u80fd\u505a\u5230\u5b83\u6240\u58f0\u79f0\u7684\u90a3\u6837\u3002<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-004d1c6 elementor-widget elementor-widget-image\" data-id=\"004d1c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8305\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u5dee\u3002\u57fa\u4e8e\u7279\u5f81\u7684\u504f\u5dee\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a94e207 elementor-widget elementor-widget-text-editor\" data-id=\"a94e207\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u6211\u4eec\u8c08\u5230\u4e86\u4e0d\u6070\u5f53\u7684\u6807\u7b7e\u4f1a\u717d\u52a8\u5bf9\u8001\u5e74\u4eba\u7fa4\u7684\u504f\u89c1.. .\u00a0<\/span><b>\u4f46\u5bf9\u5177\u6709\u67d0\u4e9b\u9762\u90e8\u7279\u5f81\u7684\u4eba\u7684\u5176\u4ed6\u504f\u89c1\u5462\uff1f<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7ee468 elementor-widget elementor-widget-image\" data-id=\"b7ee468\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8307\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u5dee\u3002\u57fa\u4e8e\u7279\u5f81\u7684\u504f\u5dee\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2d049c elementor-widget elementor-widget-text-editor\" data-id=\"f2d049c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\"....\u9762\u90e8\u8bc6\u522b\u7a0b\u5e8f\u8868\u73b0\u51fa\u4e24\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u504f\u89c1\u3002<\/span><\/p><p><span style=\"font-weight: 300;\">\u9996\u5148\u3002 <\/span><b>\u5728\u6bcf\u4e00\u4e2a\u5fae\u7b11\u4e2d\uff0c\u9ed1\u8138\u90fd\u6bd4\u767d\u8138\u66f4\u6124\u6012\u3002 <\/b><span style=\"font-weight: 300;\">Face++\u663e\u793a\u4e86\u8fd9\u79cd\u7c7b\u578b\u7684\u504f\u89c1\u3002<\/span> <span style=\"font-weight: 300;\">\u7b2c\u4e8c\u3002 <\/span><b>\u9ed1\u8138\u7684\u4eba\u603b\u662f\u88ab\u6253\u6210\u66f4\u6124\u6012\u7684\u6837\u5b50 <\/b><span style=\"font-weight: 300;\">\u5982\u679c\u4ed6\u4eec\u7684\u9762\u90e8\u8868\u60c5\u6709\u4efb\u4f55\u4e0d\u660e\u786e\u4e4b\u5904\u3002\u9762\u90e8API\u663e\u793a\u4e86\u8fd9\u79cd\u7c7b\u578b\u7684\u5dee\u5f02\u3002\u5373\u4f7f\u9ed1\u4eba\u7684\u8138\u662f\u90e8\u5206\u5fae\u7b11\u7684\uff0c\u6211\u7684\u5206\u6790\u8868\u660e<\/span><span style=\"font-weight: 300;\"> \u4e0e\u5177\u6709\u7c7b\u4f3c\u8868\u60c5\u7684\u767d\u4eba\u540c\u884c\u76f8\u6bd4\uff0c\u7cfb\u7edf\u627f\u62c5\u4e86\u66f4\u591a\u7684\u8d1f\u9762\u60c5\u7eea\u3002 <\/span><span style=\"font-weight: 300;\">\u5404\u4e2a\u79cd\u65cf\u7684\u5e73\u5747\u60c5\u7eea\u5206\u6570\u66f4\u52a0\u63a5\u8fd1\uff0c\u4f46\u9ed1\u4eba\u548c\u767d\u4eba\u7684\u8138\u4ecd\u7136\u6709\u660e\u663e\u7684\u5dee\u5f02\"\u3002<\/span><\/p><p><a href=\"https:\/\/singularityhub.com\/2019\/01\/11\/understanding-the-hidden-bias-in-emotion-reading-ais\/\" target=\"_blank\" rel=\"noopener\"><b>\u7406\u89e3\u60c5\u7eea\u89e3\u8bfbAI\u4e2d\u9690\u85cf\u7684\u504f\u89c1<br \/><\/b><\/a><span style=\"font-weight: 300;\">-Lauren Rhue<\/span><br \/><br \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7794822 elementor-widget elementor-widget-image\" data-id=\"7794822\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8308\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\uff1a\u8fd9\u53ef\u80fd\u662f\u600e\u4e48\u53d1\u751f\u7684\uff1f\u8ba9\u6211\u4eec\u91cd\u65b0\u5ba1\u89c6\u4e00\u4e0b\u4e3a\u4ec0\u4e48\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u66f4\u591a\u6295\u8d44\u3002\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a037a2 elementor-widget elementor-widget-text-editor\" data-id=\"6a037a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u5982\u4f55<\/span><span style=\"font-weight: 300;\"> \u53ef\u80fd\u4f1a\u53d1\u751f\u8fd9\u79cd\u60c5\u51b5\u5417\uff1f\u00a0<\/span><\/p><p><span style=\"font-weight: 300;\">\u8ba9\u6211\u4eec\u91cd\u65b0\u5ba1\u89c6\u4e00\u4e0b\u4e3a\u4ec0\u4e48\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u66f4\u591a\u6295\u8d44\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8aba51c elementor-widget elementor-widget-image\" data-id=\"8aba51c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8311\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u4e0a\u5507\u62ac\u9ad8\u8005\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f206db elementor-widget elementor-widget-text-editor\" data-id=\"6f206db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u8003\u8651\u5230FACS\u7684\u5f62\u72b6\"<\/span><span style=\"font-weight: 300;\">\u623d\u6597<\/span><span style=\"font-weight: 300;\">.\u201d <\/span><span style=\"font-weight: 300;\">\u4e0a\u5507\u63d0\u5347\u5668<\/span><span style=\"font-weight: 300;\"> \u662f\u60c5\u611f\u7684\u4e00\u4e2a\u5173\u952e\u7ec4\u6210\u90e8\u5206\uff0c\u5982 <\/span><b>\u538c\u6076<\/b><span style=\"font-weight: 300;\">, <\/span><b>\u6124\u6012<\/b><span style=\"font-weight: 300;\">,\u00a0<\/span><span style=\"font-weight: 300;\">\u548c <\/span><b>\u8511\u89c6<\/b><span style=\"font-weight: 300;\">. <\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">\u4e0a\u5507\u63d0\u5347\u5668\u7684\u7279\u70b9\u5305\u62ec\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u78ed<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u5706\u6da6\u7684\u4e0a\u9f3b\u5507\u6c9f\u533a <\/span><span style=\"font-weight: 300;\"><br \/><\/span><span style=\"font-weight: 300;\">(\u7b11\u7ebf-\u89c1\u7167\u7247)<\/span><\/li><\/ul><p><strong>\u6ce8<\/strong>:\u5728\u6f5c\u5728\u7684\u9762\u90e8\u52a8\u4f5c\u6807\u8bb0\u504f\u89c1\u7684\u57fa\u7840\u4e0a\uff0c\u5bf9\u57fa\u672c\u60c5\u611f\u7406\u8bba\uff08\u5982\u57fa\u672c\u60c5\u611f\u539f\u578b\uff0c\u5982\u8511\u89c6\u3001\u6124\u6012\u7b49\uff09\u4e00\u822c\u4e5f\u5b58\u5728\u91cd\u5927\u4e89\u8bae\u3002\u89c1\"'<a href=\"https:\/\/melindaozel.com\/its-all-in-the-eyes-and-other-lies\/\" target=\"_blank\" rel=\"noopener\">\u8fd9\u4e00\u5207\u90fd\u5728\u773c\u775b\u91cc'\u548c\u5176\u4ed6\u8c0e\u8a00\u3002<\/a>\u201c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7a4aff elementor-widget elementor-widget-image\" data-id=\"d7a4aff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8315\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u9f3b\u5507\u6c9f\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c10953 elementor-widget elementor-widget-text-editor\" data-id=\"1c10953\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u6709\u4e9b\u4eba\u7684\u9f3b\u5507\u6c9f\u6709\u66f4\u591a\u7684\u66f2\u7ebf\u3002<\/span><\/p><p><span style=\"font-weight: 300;\">\u8fd9\u53ea\u662f\u4ed6\u4eec\u81ea\u7136\u5f62\u6210\u7684\u8138\u90e8\u7ed3\u6784\u7684\u4ea7\u7269\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8383fe1 elementor-widget elementor-widget-image\" data-id=\"8383fe1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8317\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u9f3b\u5507\u6c9f\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47a96ac elementor-widget elementor-widget-text-editor\" data-id=\"47a96ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u4e00\u4e2a\u6ca1\u6709\u6b63\u786e\u638c\u63e1\u9762\u90e8\u52a8\u4f5c\u7f16\u7801\u7cfb\u7edf\u7684\u8d34\u6807\u8005\u5f88\u5bb9\u6613\u5c06\u6ca1\u6709\u8868\u60c5\u7684\u9f3b\u5507\u6c9f\u66f2\u7ebf\u7684\u4eba\u8bef\u6807\u4e3a\u5177\u6709 <\/span><span style=\"font-weight: 300;\">\u623d\u6597<\/span><span style=\"font-weight: 300;\">.<\/span><\/p><p><span style=\"font-weight: 300;\">\u8fd9\u4e9b\u4e0d\u6b63\u786e\u7684\u6807\u7b7e\u4f7f\u4e00\u4e2a\u88ab\u8bad\u7ec3\u6210\u8bc6\u522b\u5177\u6709\u67d0\u4e9b\u7ed3\u6784\u7684\u4eba\u8138\u7684\u8ffd\u8e2a\u5668\u8bde\u751f\uff0c\u4ee5\u8868\u8fbe <\/span><span style=\"font-weight: 300;\">\u623d\u6597<\/span><span style=\"font-weight: 300;\"> - \u5373\u4f7f\u4ed6\u4eec\u662f\u4e2d\u7acb\u7684\u6216\u5fae\u7b11\u7684\u65f6\u5019\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">\u5982\u679c\u4f60\u7684\u6807\u7b7e\u4e0d\u51c6\u786e\uff0c\u91c7\u8d2d\u4e00\u4e2a \"\u591a\u6837\u5316\u7684\u6570\u636e\u96c6 \"\u662f\u4e0d\u76f8\u5173\u7684\u3002<\/span><\/p><p><span style=\"font-weight: 300;\">\u8fd9\u6837\u7684\u57f9\u8bad\u89e3\u91ca\u4e86\u52b3\u4f26-\u7f57\u4f0a\u7684\u53d1\u73b0\uff0c\u4ece<\/span> <b>\u7406\u89e3\u60c5\u7eea\u89e3\u8bfbAI\u4e2d\u9690\u85cf\u7684\u504f\u89c1<\/b><span style=\"font-weight: 300;\">.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2351a7 elementor-widget elementor-widget-image\" data-id=\"b2351a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8319\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\uff1a\u6574\u4f53\u60c5\u7eea\u6807\u7b7e\u5316\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ab8979 elementor-widget elementor-widget-text-editor\" data-id=\"1ab8979\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u5373\u4f7f\u4f60\u6446\u8131\u4e86\u57fa\u4e8eFACS\u7684\u65b9\u6cd5\u5e76\u8bd5\u56fe\u8ba9\u6807\u7b7e\u8005\u5bf9\u60c5\u7eea\u8fdb\u884c\u6574\u4f53\u5206\u7c7b\uff0c\u6709\u504f\u89c1\u7684\u60c5\u7eea\u6807\u7b7e\u7684\u5b58\u5728\u4e5f\u4f1a\u6301\u7eed\u5b58\u5728\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56fa2de elementor-widget elementor-widget-image\" data-id=\"56fa2de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8321\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u7684\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u76f8\u5173\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95f5002 elementor-widget elementor-widget-text-editor\" data-id=\"95f5002\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 500;\">\u5982\u679c\u4e0d\u6e05\u695a\u4e3a\u4ec0\u4e48\u6574\u4f53\u6027\u7684\u60c5\u611f\u6807\u7b7e\u540c\u6837\u53ef\u80fd\u5931\u8d25\uff08\u5982\u679c\u4e0d\u662f\uff0c\u66f4\u6709\u53ef\u80fd\uff09------\u3002 <\/span><b>\u8fd9\u91cc\u6709\u4e00\u4e2a\u590d\u4e60\u8d44\u6599<\/b><b>:<\/b><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4eba\u4eec\u5728\u770b\u8138\u65f6\u63d0\u53d6\u4fe1\u606f\u7684\u65b9\u5f0f\u4e0d\u540c\uff0c\u5728\u89e3\u91ca\u60c5\u7eea\u65f6\u5bfb\u627e\u4e0d\u540c\u7684\u7ebf\u7d22\u3002\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6587\u5316\u6df1\u6df1\u5f71\u54cd\u7740\u6211\u4eec\u8ba4\u4e3a\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u548c\u7ebf\u7d22\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">\u7814\u7a76\u53d1\u73b0\u3002<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"2\"><b>\u4e1c\u4e9a<\/b><span style=\"font-weight: 300;\"> \u53c2\u4e0e\u8005\u503e\u5411\u4e8e\u5173\u6ce8\u8138\u90e8\u4e2d\u95f4\u3001\u9f3b\u5b50\u5468\u56f4\uff0c\u66f4\u91cd\u89c6\u773c\u775b\u548c\u51dd\u89c6\u65b9\u5411\u3002\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u897f\u65b9\u9ad8\u52a0\u7d22\u4eba <\/b><span style=\"font-weight: 300;\">\u53c2\u4e0e\u8005\u503e\u5411\u4e8e\u5728\u7709\u6bdb\u548c\u5634\u90e8\u533a\u57df\u5bfb\u627e\u60c5\u611f\u7684\u8868\u8fbe\u3002<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"2\"><span style=\"font-weight: 500;\">\u5f53\u53c2\u4e0e\u8005\u770b\u6709\u51b2\u7a81\u8868\u60c5\u7684\u8138\u65f6\uff0c\u8fd9\u4e9b\u6ce8\u610f\u529b\u7684\u5dee\u5f02\u4f1a\u4ea7\u751f\u504f\u89c1<br \/><\/span><span style=\"font-weight: 300;\">\u4f8b\u5982\uff1a\u5f53\u6709\u4e00\u53cc\u60b2\u4f24\u7684\u773c\u775b\uff0c\u6709\u4e00\u5f20\u5feb\u4e50\u7684\u5634\u3002<br \/><\/span><span style=\"font-weight: 300;\">- \u65e5\u672c\u53c2\u4e0e\u8005\u66f4\u91cd\u89c6\u773c\u775b\u6240\u8868\u73b0\u7684\u60c5\u611f<br \/><\/span><span style=\"font-weight: 300;\">- \u7f8e\u56fd\u53c2\u8d5b\u8005\u66f4\u5173\u5fc3\u53e3\u8154\u9886\u57df\u3002<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-360d312 elementor-widget elementor-widget-image\" data-id=\"360d312\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8323\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u7684\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u76f8\u5173\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d540e16 elementor-widget elementor-widget-text-editor\" data-id=\"d540e16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>:\u5f53\u4f60\u4e0d\u6b63\u786e\u4f7f\u7528FACS\u65f6\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/span><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0d\u6b63\u786e\u7684\u8868\u8fbe\u65b9\u5f0f\u5206\u7c7b<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0d\u4e00\u81f4\u7684\u8868\u8fbe\u5206\u7c7b<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6709\u504f\u89c1\u7684\u6807\u7b7e\uff08\u79cd\u65cf\u3001\u6587\u5316\u3001\u5e74\u9f84\u7b49\uff09\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u65e0\u653f\u5e9c\u4e3b\u4e49<\/span><\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">\u5373\u4f7f\u4f60\u6b63\u786e\u4f7f\u7528FACS\uff0c\u4e5f\u603b\u662f\u4f1a\u6709\u504f\u89c1\u548c\u4e0d\u4e00\u81f4\u7684\u5730\u65b9--\u4f46\u901a\u8fc7\u91c7\u53d6\u8c28\u614e\u7684\u63aa\u65bd\uff0c\u8fd9\u4e9b\u95ee\u9898\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89156e7 elementor-widget elementor-widget-image\" data-id=\"89156e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8327\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u51cf\u8f7b\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d9da2f elementor-widget elementor-widget-text-editor\" data-id=\"7d9da2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <strong>\u65e0\u653f\u5e9c\u4e3b\u4e49<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u5982\u679c......\u3002\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6587\u5316\u5f71\u54cd\u7740\u6211\u4eec\u5bf9\u8868\u60c5\u548c\u60c5\u7eea\u7684\u89e3\u91ca\u65b9\u5f0f<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u73af\u5883\u6761\u4ef6\u4f1a\u5f71\u54cd\u6211\u4eec\u8bc4\u4f30\u9762\u5b54\u7684\u7ebf\u7d22<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u5bf9\u9762\u90e8\u52a8\u4f5c\u7684\u4e86\u89e3\u4f1a\u5f71\u54cd\u6211\u4eec\u5bf9\u8868\u60c5\u7684\u6807\u8bb0\u65b9\u5f0f<\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">.. .\u79d1\u6280\u516c\u53f8\u53ef\u4ee5\u505a\u4e9b\u4ec0\u4e48\u6765\u51cf\u5c11\u8fd9\u4e9b\u57fa\u4e8e\u4eba\u7684\u9519\u8bef\uff0c\u5e76\u9632\u6b62\u5176\u6cc4\u6f0f\u00a0<\/span><span style=\"font-weight: 300;\">\u53d8\u6210\u7b97\u6cd5\uff1f<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52e5215 elementor-widget elementor-widget-image\" data-id=\"52e5215\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8330\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u51cf\u8f7b\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78f36ff elementor-widget elementor-widget-text-editor\" data-id=\"78f36ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><\/span><span style=\"font-weight: 300;\">\u79d1\u6280\u516c\u53f8\u53ef\u4ee5\u505a\u4e9b\u4ec0\u4e48\u6765\u51cf\u5c11\u4eba\u8138\u8ffd\u8e2a\u4e2d\u7684\u504f\u89c1\uff1f<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">\u79d1\u6280\u516c\u53f8\u5fc5\u987b\u8ba4\u8bc6\u5230 <\/span><span style=\"font-weight: 500;\">\u4eba\u8138\u8ffd\u8e2a\u7684\u53d1\u5c55\u5df2\u7ecf\u8d85\u51fa\u4e86\u5de5\u7a0b\u7684\u8303\u56f4\u3002<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">\u79d1\u6280\u516c\u53f8\u5fc5\u987b <\/span><span style=\"font-weight: 500;\">\u63a5\u53d7\u79d1\u6280\u754c\u5bf9\u504f\u89c1\u7684\u8106\u5f31\u6027\uff0c\u5e76\u5bf9\u5458\u5de5\u8fdb\u884c\u5173\u4e8e\u8fd9\u4e9b\u8106\u5f31\u6027\u7684\u6559\u80b2\u3002<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">\u79d1\u6280\u516c\u53f8\u5fc5\u987b <\/span><span style=\"font-weight: 500;\">\u5728\u6570\u636e\u8d28\u91cf\u65b9\u9762\u8fdb\u884c\u66f4\u591a\u6295\u8d44\u3002<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc64a58 elementor-widget elementor-widget-image\" data-id=\"bc64a58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8331\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u51cf\u8f7b\u504f\u89c1\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfaaff2 elementor-widget elementor-widget-text-editor\" data-id=\"cfaaff2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u8ba4\u8bc6\u5230\u4eba\u8138\u8ffd\u8e2a\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u4e86\u89e3\u5176\u8106\u5f31\u6027\uff0c\u5e76\u5728\u6570\u636e\u8d28\u91cf\u65b9\u9762\u8fdb\u884c\u66f4\u591a\u6295\u8d44\uff0c\u610f\u5473\u7740.. .\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u5b9e\u9645\u4e0a <\/span><span style=\"font-weight: 300;\">\u5206\u914d\u4eba\u6570<\/span><span style=\"font-weight: 300;\"> \u5411\u4e13\u6ce8\u4e8e\u6570\u636e\u8d28\u91cf\u7684\u89d2\u8272\u53d1\u5c55--\u5373\u4f7f\u8fd9\u9700\u8981\u5360\u7528\u5de5\u7a0b\u4eba\u5458\u7684\u7a7a\u95f4\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u82b1\u8d39\u65f6\u95f4\u3001\u7cbe\u529b\u3002 <\/span><span style=\"font-weight: 300;\">\u548c<\/span><span style=\"font-weight: 300;\"> \u8d44\u6e90<\/span><span style=\"font-weight: 300;\"> \u81f3 <\/span><span style=\"font-weight: 300;\">\u627e\u5230\u6570\u636e\u4e13\u5bb6\u3002 <\/span><span style=\"font-weight: 300;\">\u5982\u679c\u8fd9\u662f\u4e0d\u53ef\u80fd\u7684\uff0c\u516c\u53f8\u7684\u5de5\u4f5c\u4ecd\u7136\u662f\u82b1\u8d39\u65f6\u95f4\u3001\u7cbe\u529b\u548c\u8d44\u6e90\u6765\u57f9\u8bad\u6570\u636e\u4e13\u5bb6\u3002 <\/span><b>\u5bf9\u9762\u90e8\u8868\u60c5\u8fdb\u884c\u5206\u7c7b\u8981\u6bd4\u5bf9\u4ea4\u901a\u4fe1\u53f7\u706f\u7b49\u57fa\u672c\u7269\u4f53\u8fdb\u884c\u5206\u7c7b\u590d\u6742\u5f97\u591a\uff0c\u5e94\u8be5\u5982\u6b64\u5bf9\u5f85\u3002<\/b><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c81476 elementor-widget elementor-widget-image\" data-id=\"0c81476\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8333\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u5dee\uff1a\u51cf\u5c11\u9762\u90e8\u8ffd\u8e2a\u4e2d\u7684\u504f\u5dee\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e8d0b8 elementor-widget elementor-widget-text-editor\" data-id=\"8e8d0b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u51cf\u5c11\u4eba\u8138\u8ddf\u8e2a\u4e2d\u7684\u504f\u5dee<\/span><\/p><p><span style=\"font-weight: 500;\">\u8ba4\u8bc6\u5230\u4eba\u8138\u8ffd\u8e2a\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u4e86\u89e3\u5176\u8106\u5f31\u6027\uff0c\u5e76\u5728\u6570\u636e\u8d28\u91cf\u65b9\u9762\u8fdb\u884c\u66f4\u591a\u6295\u8d44\uff0c\u610f\u5473\u7740.. .\u00a0<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u5de5\u7a0b\u3001\u7814\u7a76\u548c\u4ea7\u54c1\u4e0d\u5e94\u7b80\u5355\u5730\u544a\u8bc9\u6570\u636e\u4ed6\u4eec\u9700\u8981\u4ec0\u4e48--\u800c\u662f\u503e\u542c <\/span><span style=\"font-weight: 300;\">\u5230\u6570\u636e\u56e2\u961f\u9700\u8981\u7684\u4e1c\u897f\u3002\u6570\u636e\u56e2\u961f\u662f\u6700\u4e86\u89e3\u7b97\u6cd5\u8fd0\u4f5c\u6240\u9700\u7684\u5e55\u540e\u5de5\u4f5c\u7684\u3002 <\/span><b>\u8fd9\u662f\u8bb8\u591a\u516c\u53f8\u5931\u8d25\u7684\u5730\u65b9\u3002<\/b><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u8981\u6c42\u62c5\u4efb\u6570\u636e\u578b\u89d2\u8272\u7684\u5458\u5de5\u5b9a\u671f\u4e0e\u5de5\u7a0b\u3001\u7814\u7a76\u548c\u4ea7\u54c1\u56e2\u961f\u5bf9\u63a5\u3002<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5f5260 elementor-widget elementor-widget-image\" data-id=\"d5f5260\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8335\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u7684\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u76f8\u5173\u504f\u89c1\uff1a\u9002\u5f53\u7684\u8bad\u7ec3\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-857bf73 elementor-widget elementor-widget-text-editor\" data-id=\"857bf73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u51cf\u5c11\u4eba\u8138\u8ddf\u8e2a\u4e2d\u7684\u504f\u5dee<\/span><\/p><p><span style=\"font-weight: 500;\">\u8ba4\u8bc6\u5230\u4eba\u8138\u8ffd\u8e2a\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u4e86\u89e3\u5176\u8106\u5f31\u6027\uff0c\u5e76\u5728\u6570\u636e\u8d28\u91cf\u65b9\u9762\u8fdb\u884c\u66f4\u591a\u6295\u8d44\uff0c\u610f\u5473\u7740.. .\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6559\u80b2\u5458\u5de5\u4e86\u89e3\u79d1\u6280\u9886\u57df\u504f\u89c1\u7684\u73b0\u5b9e\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u91c7\u53d6\u6b63\u786e\u7684\u9884\u9632\u63aa\u65bd\u4ee5 <\/span><span style=\"font-weight: 300;\">\u6807\u51c6\u5316\u548c\u5b9a\u4e49\u6807\u7b7e\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u59cb\u7ec8\u5982\u4e00 <\/span><span style=\"font-weight: 300;\">\u8003\u8651\u4f55\u65f6\u4f55\u5730\u4f1a\u51fa\u73b0\u504f\u89c1\u3002<br \/><\/span><span style=\"font-weight: 300;\">- \u8c01\u5728\u8d34\u6807\u7b7e\uff1f<br \/><\/span><span style=\"font-weight: 300;\">- \u4ed6\u4eec\u5728\u8d34\u4ec0\u4e48\u6807\u7b7e\uff1f<br \/><\/span><span style=\"font-weight: 300;\">- \u54ea\u4e9b\u56e0\u7d20\u53ef\u80fd\u5f71\u54cd\u4ed6\u4eec\u7684\u6807\u7b7e\uff1f<br \/>* <\/span><span style=\"font-weight: 300;\"><strong>\u5fc3\u60c5 <\/strong>* <\/span><span style=\"font-weight: 300;\"><strong>\u6587\u5316<\/strong> * <\/span><strong>\u7ecf\u9a8c<\/strong><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97bcf25 elementor-widget elementor-widget-image\" data-id=\"97bcf25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8337\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\uff1a\u9759\u6001\u56fe\u50cf\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7df231 elementor-widget elementor-widget-text-editor\" data-id=\"e7df231\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u51cf\u5c11\u4eba\u8138\u8ddf\u8e2a\u4e2d\u7684\u504f\u5dee<\/span><\/p><p><span style=\"font-weight: 500;\">\u8ba4\u8bc6\u5230\u4eba\u8138\u8ffd\u8e2a\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u4e86\u89e3\u5176\u8106\u5f31\u6027\uff0c\u5e76\u5728\u6570\u636e\u8d28\u91cf\u65b9\u9762\u8fdb\u884c\u66f4\u591a\u6295\u8d44\uff0c\u610f\u5473\u7740.. .\u00a0<\/span><\/p><p><b>\u9644\u6ce8\u3002<\/b> <span style=\"font-weight: 300;\">\u505c\u6b62\u4ece\u9759\u6001\u56fe\u50cf\u4e2d\u6807\u6ce8\u8868\u60c5\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u51c6\u786e\u7684FACS\u548c\u60c5\u7eea\u6807\u7b7e\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u770b\u5230\u8fd0\u52a8\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li><span style=\"font-weight: 300;\">\u5982\u679c\u8fd0\u52a8\u88ab\u5f3a\u8c03\u5f97\u66f4\u591a\uff0c\u9759\u6001\u7684\u9762\u90e8\u7279\u5f81\uff0c\u5982\u4e0b\u5782\u7684\u5507\u89d2\u548c\u5f2f\u66f2\u7684\u9f3b\u5507\u6c9f\uff0c\u5c06\u4e0d\u592a\u53ef\u80fd\u6fc0\u6d3b\u68c0\u6d4b\u5230\u7684 <\/span><span style=\"font-weight: 300;\">\u5507\u89d2\u6291\u5236\u5668<\/span><span style=\"font-weight: 300;\"> \u548c <\/span><span style=\"font-weight: 300;\">\u623d\u6597 <\/span><span style=\"font-weight: 300;\">(\u5206\u522b)\u3002<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed512e7 elementor-widget elementor-widget-image\" data-id=\"ed512e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8339\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u7ed3\u675f\u8bed\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69ade8a elementor-widget elementor-widget-text-editor\" data-id=\"69ade8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u51cf\u5c11\u4eba\u8138\u8ddf\u8e2a\u4e2d\u7684\u504f\u5dee<\/span><\/p><p><span style=\"font-weight: 300;\">\u95ed\u5e55\u8bf4\u660e .. .\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1991a67 elementor-widget elementor-widget-image\" data-id=\"1991a67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8340\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u5f71\u54cd\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5df366e elementor-widget elementor-widget-text-editor\" data-id=\"5df366e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u51cf\u5c11\u4eba\u8138\u8ddf\u8e2a\u4e2d\u7684\u504f\u5dee<\/span><\/p><p><span style=\"font-weight: 300;\">\u6211\u4eec\u8d8a\u662f\u76f8\u4fe1\u548c\u4f9d\u8d56\u6280\u672f\u3002\u00a0<\/span><span style=\"font-weight: 300;\">\u8fd9\u4e9b\u504f\u89c1\u7684\u5f71\u54cd\u5c31\u8d8a\u5927\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-955dbf4 elementor-widget elementor-widget-image\" data-id=\"955dbf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8343\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u4eba\u5de5\u667a\u80fd\u7684\u5f71\u54cd\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3a568a elementor-widget elementor-widget-text-editor\" data-id=\"b3a568a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u51cf\u5c11\u4eba\u8138\u8ddf\u8e2a\u4e2d\u7684\u504f\u5dee<\/span><\/p><p><span style=\"font-weight: 300;\">\"......\u9762\u90e8\u8bc6\u522b\u8f6f\u4ef6\u6839\u636e\u4eba\u7684\u79cd\u65cf\u6765\u89e3\u91ca\u4e0d\u540c\u7684\u60c5\u7eea\u3002  ......\u8fd9\u4e00\u53d1\u73b0\u5bf9\u4e2a\u4eba\u3001\u7ec4\u7ec7\u548c\u793e\u4f1a\u90fd\u6709\u5f71\u54cd\uff0c\u5b83\u4e3a\u4eba\u5de5\u667a\u80fd\u4e2d\u8d8a\u6765\u8d8a\u591a\u7684\u504f\u89c1\u548c\/\u6216\u5dee\u5f02\u6027\u5f71\u54cd\u7684\u6587\u732e\u505a\u51fa\u4e86\u8d21\u732e\u3002\"<\/span><\/p><p><span style=\"font-weight: 300;\">\u7f57\u4f0a\uff0c\u52b3\u4f26\u3002 <\/span><b>\u79cd\u65cf\u5bf9\u81ea\u52a8\u611f\u77e5\u60c5\u7eea\u7684\u5f71\u54cd\u00a0<\/b><span style=\"font-weight: 300;\">(2018\u5e7411\u67089\u65e5)\u3002\u00a0<\/span><span style=\"font-weight: 300;\">\u53ef\u5728SSRN\u67e5\u9605\u3002 <\/span><span style=\"font-weight: 300;\"><a href=\"https:\/\/ssrn.com\/abstract=3281765\" rel=\"nofollow\">https:\/\/ssrn.com\/abstract=3281765<\/a> \u6216 <a href=\"http:\/\/dx.doi.org\/10.2139\/ssrn.3281765\" rel=\"nofollow\">http:\/\/dx.doi.org\/10.2139\/ssrn.3281765<\/a><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a8268e elementor-widget elementor-widget-image\" data-id=\"7a8268e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8344\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002\u6570\u636e\u8d23\u4efb\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0bee76 elementor-widget elementor-widget-text-editor\" data-id=\"d0bee76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u51cf\u5c11\u4eba\u8138\u8ddf\u8e2a\u4e2d\u7684\u504f\u5dee<\/span><\/p><p><span style=\"font-weight: 300;\">\u627f\u62c5\u8d77\u8d23\u4efb\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><span style=\"font-weight: 300;\">\u6295\u5165\u5de5\u4f5c\u4ee5\u51cf\u5c11\u504f\u89c1\u3002<br \/><\/span><span style=\"font-weight: 300;\">\u5bf9\u6570\u636e\u8fdb\u884c\u66f4\u591a\u6295\u8d44\u3002<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-009a084 elementor-widget elementor-widget-image\" data-id=\"009a084\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8346\" alt=\"\u9762\u90e8\u548c\u60c5\u7eea\u8ffd\u8e2a\u4e2d\u4e0e\u79cd\u65cf\u3001\u6587\u5316\u548c\u5e74\u9f84\u6709\u5173\u7684\u504f\u89c1\u3002FACS\u5c0f\u6284\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=889%2C500&amp;ssl=1 889w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b0ffd1 elementor-widget elementor-widget-text-editor\" data-id=\"1b0ffd1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u6587\u672c<\/span>:<\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u4e3a\u4e86\u5e94\u5bf9\u666e\u904d\u5b58\u5728\u7684\u4f4e\u8d28\u91cf\u548c\u4e0d\u51c6\u786e\u7684FACS\u53c2\u8003\u8d44\u6599\u3002 <\/span><span style=\"font-weight: 300;\">\u6211\u521b\u5efa\u4e86\u4e00\u4e2a\u514d\u8d39\u7684 \"FACS\u5c0f\u6284\"\u3002 <\/span><span style=\"font-weight: 300;\">\u4ee5\u4f5c\u4e3a\u827a\u672f\u5bb6\u3001\u7814\u7a76\u4eba\u5458\u548c\u5de5\u7a0b\u5e08\u7684\u6307\u5357\u3002\u5b83\u53ef\u4ee5\u5728\u6211\u7684FACS\u8d44\u6e90\u7f51\u7ad9\u4e0a\u627e\u5230\u3002 <\/span><b><i>\u9762\u5bf9FACS<\/i><\/b><span style=\"font-weight: 300;\">.\u6211\u4e5f\u613f\u610f\u63a5\u53d7\u54a8\u8be2\u3002<\/span><\/p><p><a href=\"https:\/\/melindaozel.com\/facs-cheat-sheet\/\" target=\"_blank\" rel=\"noopener\"><b>melindaozel.com\/facs-cheat-sheet\/<\/b><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u6211\u4eec\u4f3c\u4e4e\u8d5e\u540c\u6d41\u884c\u7684\u8fc7\u5ea6\u7b80\u5316\u7684\u8bf4\u6cd5\uff0c\u5373\u673a\u5668\u7684\u504f\u89c1\u6bd4\u4eba\u7c7b\u5c11\uff1b\u7136\u800c\uff0c\u5982\u679c\u4f60\u719f\u6089\u673a\u5668\u88ab\u8bad\u7ec3\u6210\u9605\u8bfb\u548c\u5173\u6ce8\u6570\u636e\u7684\u4e0d\u540c\u65b9\u9762\u7684\u65b9\u5f0f\uff0c\u4f60\u5c31\u4f1a\u77e5\u9053\u3002\u53ea\u662f\u6ca1\u6709\u90a3\u4e48\u7b80\u5355\u3002<\/p>","protected":false},"author":60486633,"featured_media":3610,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[676756913,676756994,676757020,676757042,676757021,676757036,676757039,676756997,676757037,676756991,676756915,676756914,676757008,676757022,676757023,676757038,676757024,676756993,676757043,676756992],"tags":[],"class_list":["post-3601","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-action-units","category-ar-vr","category-au1","category-au10","category-au2","category-au6","category-au7","category-behavior","category-cheek-raiser","category-anatomy","category-facial-expressions","category-muscles","category-free","category-frontalis","category-inner-brow-raiser","category-lid-tightener","category-outer-brow-raiser","category-tech","category-upper-lip-raiser","category-wrinkles","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Bias In Emotion Tracking - Face the FACS | Facial Expressions in Animation, AI, &amp; Behavior<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/melindaozel.com\/zh\/bias-in-emotion-tracking\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bias In Emotion Tracking\" \/>\n<meta property=\"og:description\" content=\"We seem to subscribe to the popular oversimplification that machines are less biased than humans; however, if you are familiar with the ways in which machines are trained to read and focus on different aspects of data, you will know: It&#039;s just not that simple.\" \/>\n<meta property=\"og:url\" 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name=\"twitter:creator\" content=\"@melindaozel\" \/>\n<meta name=\"twitter:site\" content=\"@melindaozel\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Melinda Ozel\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"12 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/melindaozel.com\\\/bias-in-emotion-tracking\\\/\"},\"author\":{\"name\":\"Melinda Ozel\",\"@id\":\"https:\\\/\\\/melindaozel.com\\\/zh\\\/#\\\/schema\\\/person\\\/81c6262e1bfca3c71960db5aee204e3f\"},\"headline\":\"Bias In Emotion 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