{"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\/ja\/bias-in-emotion-tracking\/","title":{"rendered":"\u611f\u60c5\u8ffd\u8de1\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9"},"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>\u9854\u30fb\u611f\u60c5\u8ffd\u8de1\u306e\u30d0\u30a4\u30a2\u30b9<\/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>\u79c1\u305f\u3061\u306f\u3001\u300c\u6a5f\u68b0\u306f\u4eba\u9593\u3088\u308a\u3082\u504f\u308a\u304c\u5c11\u306a\u3044\u300d\u3068\u3044\u3046\u4e00\u822c\u7684\u306a\u5358\u7d14\u5316\u3055\u308c\u305f\u8003\u3048\u306b\u8cdb\u540c\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u6a5f\u68b0\u304c\u30c7\u30fc\u30bf\u306e\u3055\u307e\u3056\u307e\u306a\u5074\u9762\u3092\u8aad\u307f\u53d6\u3063\u3066\u6ce8\u76ee\u3059\u308b\u3088\u3046\u306b\u8a13\u7df4\u3055\u308c\u3066\u3044\u308b\u65b9\u6cd5\u3092\u3054\u5b58\u77e5\u3067\u3042\u308c\u3070\u3001\u304a\u5206\u304b\u308a\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6a5f\u68b0\u304c\u30c7\u30fc\u30bf\u306e\u3055\u307e\u3056\u307e\u306a\u5074\u9762\u3092\u8aad\u307f\u53d6\u308a\u3001\u6ce8\u76ee\u3059\u308b\u3088\u3046\u306b\u8a13\u7df4\u3055\u308c\u3066\u3044\u308b\u65b9\u6cd5\u3092\u77e5\u3063\u3066\u3044\u308c\u3070\u3001\u6b21\u306e\u3053\u3068\u304c\u308f\u304b\u308b\u3067\u3057\u3087\u3046\u3002<\/p><p>\u6a5f\u68b0\u306f\u4eba\u9593\u306b\u8a13\u7df4\u3055\u308c\u3066\u3044\u308c\u3070\u30d0\u30a4\u30a2\u30b9\u304c\u304b\u304b\u3089\u306a\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p><p>\u4ee5\u4e0b\u306f\u3001\u9854\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u3068\u8868\u60c5\u306e\u30e9\u30d9\u30ea\u30f3\u30b0\u306b\u304a\u3044\u3066\u767a\u751f\u3057\u3046\u308b\u69d8\u3005\u306a\u30bf\u30a4\u30d7\u306e\u30d0\u30a4\u30a2\u30b9\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u30d0\u30a4\u30a2\u30b9\u306e\u591a\u304f\u306f\u4f4e\u6e1b\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308b\u305f\u3081\u3001\u6539\u5584\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306e\u63d0\u6848\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002 <strong>\u3042\u306a\u305f\u304c\u3069\u306e\u3088\u3046\u306a\u30bf\u30a4\u30d7\u306e\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u5834\u5408\u3001\u3053\u308c\u3089\u306e\u30d0\u30a4\u30a2\u30b9\u306b\u6c17\u3065\u304f\u3053\u3068\u306f\u3042\u306a\u305f\u306e\u8cac\u4efb\u3067\u3059\u3002<\/strong><\/p><p><span style=\"text-decoration: underline;\">\u4ee5\u4e0b\u306e\u30b9\u30e9\u30a4\u30c9\u3001\u307e\u305f\u306f\u30ea\u30f3\u30af\u5148\u306e\u30d3\u30c7\u30aa\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/span>:<strong> YouTube\u52d5\u753b<\/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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\" 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=\"\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u3088\u308b\u504f\u308a\u3002\u591a\u304f\u306e\u9854\u8a8d\u8b58\u30fb\u611f\u60c5\u8a8d\u8b58\u4f01\u696d\u304c\u3001Paul Ekman\u306eFacial Action Coding System (FACS)\u3092\u5229\u7528\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span>\u591a\u304f\u306e\u9854\u30fb\u611f\u60c5\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0<\/span><span style=\"font-weight: 300;\"> \u308c\u3093\u3058\u3085\u3046 <\/span><i><span style=\"font-weight: 300;\">\u3053\u3053\u308d\u304c\u3051\u308b<\/span><\/i><span style=\"font-weight: 300;\"> \u3092\u4f7f\u3063\u3066\u3001Paul Ekman\u306e <\/span><span style=\"font-weight: 300;\">\u30d5\u30a7\u30a4\u30b7\u30e3\u30eb\u30a2\u30af\u30b7\u30e7\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0<\/span><span style=\"font-weight: 300;\"> (FACS)\u00a0<br \/><\/span><span style=\"font-weight: 500;\">- \u3057\u304b\u3057\u3001\u591a\u304f\u306e\u4eba\u306f\u6b63\u3057\u3044\u4f7f\u3044\u65b9\u3092\u3059\u308b\u305f\u3081\u306b\u6642\u9593\u3092\u5272\u3044\u3066\u3044\u307e\u305b\u3093\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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span>FACS\u3092\u6b63\u3057\u304f\u4f7f\u308f\u306a\u3044\u3068\u3069\u3046\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u4e0d\u6b63\u306a\u8868\u73fe\u5206\u985e<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0d\u5b9a\u5f62\u8868\u73fe\u5206\u985e<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u30a2\u30ca\u30fc\u30ad\u30fc<\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">FACS\u3092\u9069\u5207\u306b\u4f7f\u7528\u3057\u3066\u3082\u3001\u504f\u308a\u3084\u77db\u76fe\u306f\u5e38\u306b\u5b58\u5728\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u614e\u91cd\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u554f\u984c\u3092\u5927\u5e45\u306b\u8efd\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u8aa4\u3063\u305f\u8868\u60c5\u5206\u985e\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><b>\u4e0d\u6b63\u306a\u8868\u73fe\u5206\u985e<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u9854\u306e\u52d5\u4f5c\u306f\u5fae\u5999\u3067\u3001\u5fb9\u5e95\u7684\u306b\u7814\u7a76\u3057\u306a\u3044\u3068\u533a\u5225\u304c\u3064\u304d\u307e\u305b\u3093\u3002<\/span><\/li><li><span style=\"font-weight: 300;\">\u307b\u3068\u3093\u3069\u306eFACS\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9(<\/span><i><span style=\"font-weight: 300;\">\u3092\u304a\u3044\u3066<\/span><\/i><span style=\"font-weight: 300;\"> \u306f\u3001\u4fe1\u983c\u3067\u304d\u308b\u3068\u601d\u308f\u308c\u308b\u60c5\u5831\u6e90\u3067\u3055\u3048\u3082\u3001\u8aa4\u3063\u305fFACS\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/li><li><span style=\"font-weight: 300;\">\u3053\u306e\u3088\u3046\u306a\u4e0d\u6b63\u78ba\u306a\u60c5\u5831\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u9854\u9762\u8ffd\u8de1\u306e\u6280\u8853\u8005\u3084\u7814\u7a76\u8005\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u60c5\u5831\u6e90\u3092\u53c2\u8003\u6587\u732e\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3059\u3002\u00a0<\/span><\/li><li><span style=\"font-weight: 500;\">\u6280\u8853\u7cfb\u4f01\u696d\u306f\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u5f79\u5272\u306b\u5341\u5206\u306a\u6295\u8cc7\u3092\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u91cd\u8981\u306a\u9854\u306e\u52d5\u304d\u3092\u533a\u5225\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30b9\u30bf\u30c3\u30d5\u3084\u30ea\u30bd\u30fc\u30b9\u3092\u4fdd\u6709\u3057\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u306e\u3067\u3059\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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u8aa4\u3063\u305f\u8868\u60c5\u5206\u985e\" 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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u8aa4\u3063\u305f\u8868\u60c5\u306e\u5206\u985e\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><b>\u4e0d\u6b63\u306a\u8868\u73fe\u5206\u985e<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u306e\u3088\u3046\u306a\u57fa\u672c\u7684\u306a\u56f3\u5f62\u306f\u3001\"<\/span><span style=\"font-weight: 300;\">\u30ea\u30c3\u30d7\u30bf\u30a4\u30c8\u30ca\u30fc<\/span><span style=\"font-weight: 300;\">\u300c\u306e\u3088\u3046\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3068\u6df7\u540c\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/span><span style=\"font-weight: 300;\">\u30ea\u30c3\u30d7\u30d7\u30ec\u30c3\u30b5\u30fc<\/span><span style=\"font-weight: 300;\">\" \u304a\u3088\u3073\/\u307e\u305f\u306f \"<\/span><span style=\"font-weight: 300;\">\u30ea\u30c3\u30d7<\/span> <span style=\"font-weight: 300;\">\u30d1\u30c3\u30ab\u30fc<\/span><span style=\"font-weight: 300;\">\u201d<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li><span style=\"font-weight: 300;\">\u30ea\u30c3\u30d7\u30bf\u30a4\u30c8\u30ca\u30fc<\/span><span style=\"font-weight: 300;\"> \u304c\u91cd\u8981\u3067\u3059\u3002 <\/span><b>\u611f\u60c5\u8868\u73fe\u3068 <\/b><b>\u3052\u3093\u3054\u305b\u3044\u3055\u3093<\/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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u8aa4\u3063\u305f\u8868\u60c5\u306e\u5206\u985e\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><b>\u4e0d\u6b63\u306a\u8868\u73fe\u5206\u985e<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u4e0a\u8a18\u306f\u3001\u30ea\u30c3\u30d7\u30bf\u30a4\u30c8\u30ca\u30fc\u3092\u5fe0\u5b9f\u306b\u518d\u73fe\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/span><\/li><li><span style=\"font-weight: 300;\">\u3053\u308c\u306f\u3001\u305d\u306e\u305f\u3073\u306b\u98db\u3073\u4ea4\u3046\u591a\u304f\u306e\u5f62\u72b6\u306e\u3046\u3061\u306e\u3072\u3068\u3064\u306b\u904e\u304e\u307e\u305b\u3093\u3002 <br \/>\u2013 <strong>\u3088\u3053\u3060\u304a\u308c<\/strong> \u2013 <strong>\u6975\u7aef\u306b\u8a00\u3048\u3070<\/strong> \u2013 <strong>\u307e\u304c\u3044\u7269<\/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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u8868\u60c5\u306e\u5206\u985e\u306e\u4e0d\u4e00\u81f4\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>:FACS\u3092\u6b63\u3057\u304f\u4f7f\u308f\u306a\u3044\u3068\u3069\u3046\u306a\u308b\u304b\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\u306a\u8868\u73fe\u5206\u985e<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u4e0d\u5b9a\u5f62\u8868\u73fe\u5206\u985e<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u30a2\u30ca\u30fc\u30ad\u30fc<\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">FACS\u3092\u9069\u5207\u306b\u4f7f\u7528\u3057\u3066\u3082\u3001\u504f\u308a\u3084\u77db\u76fe\u306f\u5e38\u306b\u5b58\u5728\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u614e\u91cd\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u554f\u984c\u3092\u5927\u5e45\u306b\u8efd\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u8868\u60c5\u306e\u5206\u985e\u306e\u4e0d\u4e00\u81f4\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><b>\u4e0d\u6b63\u306a\u8868\u73fe\u5206\u985e<\/b><\/span><\/p><p><span style=\"font-weight: 300;\">\u4e0d\u6b63\u78ba\u306a\u5206\u985e\u3092\u3081\u3050\u308b\u554f\u984c\u306f\u540c\u3058\u3067\u3059\u3002 <\/span><span style=\"font-weight: 300;\">\u3082\u3001\u5206\u985e\u306e\u4e00\u8cab\u6027\u3092\u6b20\u304f\u4e00\u56e0\u3068\u306a\u3063\u3066\u3044\u308b\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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u8868\u60c5\u306e\u5206\u985e\u306e\u4e0d\u4e00\u81f4\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><b>\u4e0d\u5b9a\u5f62\u8868\u73fe\u5206\u985e<\/b><\/span><\/p><p><span style=\"font-weight: 500;\">\u6280\u8853\u7cfb\u4f01\u696d\u304c\u30c7\u30fc\u30bf\u54c1\u8cea\u3078\u306e\u6295\u8cc7\u3092\u5fb9\u5e95\u3057\u306a\u3044\u5834\u5408\u3002\u00a0<\/span><span style=\"font-weight: 500;\">\u305d\u306e\u30c7\u30fc\u30bf\u5206\u985e\u306e\u30eb\u30fc\u30eb\u306f\u6a19\u6e96\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u3002<\/span><span style=\"font-weight: 500;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">\u306b\u3088\u308b\u3082\u306e\u3067\u3059\u3002<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u8077\u52d9\u306b\u5f93\u4e8b\u3059\u308b\u5f93\u696d\u54e1\u306e\u96c7\u7528\u3084\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3078\u306e\u6295\u8cc7\u4e0d\u8db3<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u8cea\u306e\u9ad8\u3044FACS\u30ea\u30bd\u30fc\u30b9\u306e\u4e0d\u8db3\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u9854\u9762\u9a0e\u4e57\u306e\u533a\u5225\u304c\u3064\u304d\u306b\u304f\u3044<\/span><\/li><\/ul><p><b>\u2192<\/b> <span style=\"font-weight: 300;\">\u30e9\u30d9\u30e9\u30fc\u306f\u8868\u73fe\u306e\u5206\u985e\u306b\u4e00\u8cab\u6027\u304c\u306a\u3044\u3002<br \/><\/span><b>\u2192<\/b><span style=\"font-weight: 300;\"> \u30c8\u30e9\u30c3\u30ab\u30fc\u306f\u5947\u5999\u306a\u7656\u304c\u3042\u308a\u3001\u9593\u9055\u3063\u305f\u8868\u73fe\u3092\u7d50\u3073\u3064\u3051\u3001\u4ed6\u4eba\u3092\u6df7\u4e71\u3055\u305b\u308b\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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><b>\u4e0d\u5b9a\u5f62\u8868\u73fe\u5206\u985e<\/b><\/span><\/p><p><b>\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <\/b><span style=\"font-weight: 300;\">\u3053\u306e\u56f3\u306f\u3001\u30a2\u30d0\u30bf\u30fc\u306e\u5f62\u72b6\u6d3b\u6027\u5316\u306e\u554f\u984c\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306b\u4f5c\u3089\u308c\u305f\u3082\u306e\u3067\u3059\u304c\u3001\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u3082\u540c\u3058\u57fa\u672c\u30b3\u30f3\u30bb\u30d7\u30c8\u304c\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\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;\">\u30c6\u30ad\u30b9\u30c8<\/span>:FACS\u3092\u6b63\u3057\u304f\u4f7f\u308f\u306a\u3044\u3068\u3069\u3046\u306a\u308b\u304b\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\u306a\u8868\u73fe\u5206\u985e<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0d\u5b9a\u5f62\u8868\u73fe\u5206\u985e<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u30a2\u30ca\u30fc\u30ad\u30fc<\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">FACS\u3092\u9069\u5207\u306b\u4f7f\u7528\u3057\u3066\u3082\u3001\u504f\u308a\u3084\u77db\u76fe\u306f\u5e38\u306b\u5b58\u5728\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u614e\u91cd\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u554f\u984c\u3092\u5927\u5e45\u306b\u8efd\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\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=\"\u9854\u3084\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u306a\u30d0\u30a4\u30a2\u30b9\uff1a\u504f\u3063\u305f\u30e9\u30d9\u30ea\u30f3\u30b0\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u8868\u73fe\u30e9\u30d9\u30eb\u306e\u5b9a\u7fa9\u304c\u4e0d\u660e\u78ba\u3067\u7406\u89e3\u304c\u4e0d\u5341\u5206\u306a\u5834\u5408\u3001\u5c0f\u3055\u306a\u30df\u30b9\u304c\u5927\u304d\u306a\u30d0\u30a4\u30a2\u30b9\u3092\u751f\u3080\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\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=\"\u9854\u3084\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u306a\u30d0\u30a4\u30a2\u30b9\uff1a\u504f\u3063\u305f\u30e9\u30d9\u30ea\u30f3\u30b0\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u9854\u8a8d\u8a3c\u6280\u8853\u306b\u5b58\u5728\u3059\u308b\u504f\u308a\u306b\u3064\u3044\u3066\u8aac\u660e\u3059\u308b\u524d\u306b\u3001\u9854\u8a8d\u8a3c\u6280\u8853\u306b\u65e2\u306b\u5b58\u5728\u3059\u308b\u504f\u308a\u306b\u3064\u3044\u3066\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u3082\u3057\u79c1\u305f\u3061\u304c\u7279\u5fb4\u691c\u51fa\u3055\u3048\u3046\u307e\u304f\u3067\u304d\u306a\u3044\u3068\u3057\u305f\u3089\u3001\u8868\u60c5\u8ffd\u8de1\u306e\u30d0\u30a4\u30a2\u30b9\u306f\u3069\u308c\u307b\u3069\u8907\u96d1\u306a\u3082\u306e\u306b\u306a\u308b\u304b\u60f3\u50cf\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u8868\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u3067\u306f\u3001\u9854\u306e\u7279\u5fb4\u3060\u3051\u3067\u306a\u304f\u3001\u5fae\u5999\u306a\u52d5\u304d\u3082\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u9854\u306e\u5fae\u5999\u306a\u52d5\u304d\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u306a\u306e\u3067\u3059\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=\"\u9854\u3084\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u504f\u308a\u3002\u7570\u306a\u308b\u6587\u5316\u570f\u306e\u4eba\u3005\u306e\u9854\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u56f0\u96e3\u3067\u3042\u308b\u3053\u3068\u304c\u3001\u7814\u7a76\u306b\u3088\u308a\u660e\u3089\u304b\u306b\u3055\u308c\u3066\u3044\u308b\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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong>\n<\/span><\/span>\n\n<span style=\"font-weight: 300;\">\u3053\u308c\u307e\u3067\u306e\u7814\u7a76\u3067\u3001\u4eba\u306f\u7570\u306a\u308b\u6587\u5316\u306e\u9854\u3092\u89e3\u91c8\u3059\u308b\u306e\u304c\u660e\u3089\u304b\u306b\u82e6\u624b\u3067\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u3063\u3066\u3044\u307e\u3059\u3002<\/span>\n<ul>\n<sup>Blais, Caroline &amp; Jack, Rachael &amp; Scheepers, Christoph &amp; Fiset, Daniel &amp; Caldara, Roberto.Culture Shapes How We Look at Faces.(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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u306a\u504f\u308a\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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4eba\u306f\u9854\u3092\u898b\u308b\u3068\u304d\u306b\u7570\u306a\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u611f\u60c5\u3092\u89e3\u91c8\u3059\u308b\u3068\u304d\u306b\u7570\u306a\u308b\u624b\u304c\u304b\u308a\u3092\u63a2\u3057\u307e\u3059\u3002\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6587\u5316\u306f\u3001\u79c1\u305f\u3061\u304c\u4f55\u3092\u8cb4\u91cd\u306a\u60c5\u5831\u3084\u624b\u304c\u304b\u308a\u3068\u8003\u3048\u308b\u304b\u306b\u6df1\u304f\u5f71\u97ff\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">\u7814\u7a76\u3067\u5224\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"2\"><b>\u30a4\u30fc\u30b9\u30c8\u30fb\u30a2\u30b8\u30a2\u30f3<\/b> <span style=\"font-weight: 300;\">\u51fa\u5834\u8005 <\/span><span style=\"font-weight: 300;\">\u306f\u3001\u9854\u306e\u771f\u3093\u4e2d\u3001\u9f3b\u306e\u3042\u305f\u308a\u306b\u76ee\u304c\u884c\u304d\u304c\u3061\u3067\u3001\u76ee\u3084\u8996\u7dda\u306e\u65b9\u5411\u304c\u91cd\u8981\u8996\u3055\u308c\u307e\u3059\u3002\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u30a6\u30a8\u30b9\u30bf\u30f3\u30b3\u30fc\u30ab\u30b5\u30b9 <\/b><span style=\"font-weight: 300;\">\u7709\u6bdb\u3084\u53e3\u5143\u306b\u611f\u60c5\u306e\u8868\u60c5\u3092\u898b\u308b\u50be\u5411\u304c\u3042\u308b\u3002<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"2\"><span style=\"font-weight: 500;\">\u3053\u306e\u3088\u3046\u306a\u6ce8\u610f\u306e\u9055\u3044\u306f\u3001\u88ab\u9a13\u8005\u304c\u76f8\u53cd\u3059\u308b\u8868\u60c5\u306e\u9854\u3092\u898b\u305f\u3068\u304d\u306b\u30d0\u30a4\u30a2\u30b9\u3092\u751f\u3058\u3055\u305b\u308b\u3002<br \/><\/span><span style=\"font-weight: 300;\">\u4f8b\uff1a\u5e78\u305b\u305d\u3046\u306a\u53e3\u5143\u306b\u60b2\u3057\u3044\u76ee\u304c\u3042\u308b\u5834\u5408\u3002<br \/><\/span><span style=\"font-weight: 300;\">- \u65e5\u672c\u4eba\u306f\u76ee\u306b\u8868\u308c\u308b\u611f\u60c5\u3092\u3088\u308a\u91cd\u8981\u8996\u3059\u308b<br \/><\/span><span style=\"font-weight: 300;\">- \u30a2\u30e1\u30ea\u30ab\u306e\u53c2\u52a0\u8005\u306f\u53e3\u5143\u3092\u3088\u308a\u6c17\u306b\u3057\u307e\u3059\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\u306f\u3001\u79c1\u305f\u3061\u304c\u9854\u3092\u3069\u306e\u3088\u3046\u306b\u898b\u308b\u304b\u3092\u5f62\u4f5c\u308a\u307e\u3059\u3002PLoS ONE 3:e3022.<br \/><\/sup><sup>2.Elfenbein, H. A., &amp; Ambady, N. (2003).\u611f\u60c5\u306e\u8a8d\u8b58\u306b\u304a\u3051\u308b\u666e\u904d\u6027\u3068\u6587\u5316\u7684\u5dee\u7570\u3002\u5fc3\u7406\u79d1\u5b66\u306b\u304a\u3051\u308b\u73fe\u5728\u306e\u65b9\u5411\u6027\u300112(5), 159-164.<br \/><\/sup><sup>3.\u677e\u672c\u5927\u8f14\u30fb\u7cdf\u8c37\u6953\u30fb\u53e4\u5805\u5065(1999).\u8868\u73fe\u5f37\u5ea6\u306e\u5224\u65ad\u3068\u4e3b\u89b3\u7684\u7d4c\u9a13\u306b\u304a\u3051\u308b\u65e5\u7c73\u306e\u6587\u5316\u5dee.\u8a8d\u77e5\u3068\u611f\u60c5, 13(2), 201-218.<br \/><\/sup><sup>4.\u677e\u672c\u5927\u8f14\u30fb\u30a8\u30af\u30de\u30f3(1989).\u9854\u306e\u611f\u60c5\u8868\u73fe\u306e\u5f37\u5ea6\u8a55\u4fa1\u306b\u304a\u3051\u308b\u65e5\u7c73\u306e\u6587\u5316\u5dee\u3002\u52d5\u6a5f\u3065\u3051\u3068\u611f\u60c5, 13(2), 143-157.<br \/><\/sup><sup>5.Marsh, A. A., Elfenbein, H. A., &amp; Ambady, N. (2003).\u3053\u306e\u3088\u3046\u306a\u5834\u5408\u3001\u300c\u8a1b\u308a\u300d\u3068\u547c\u3070\u308c\u308b\u6587\u5316\u7684\u306a\u5dee\u7570\u304c\u611f\u60c5\u8868\u73fe\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u5fc3\u7406\u79d1\u5b66, 14(4), 373-376.<br \/><\/sup><sup>6.\u7d50\u57ce\u6b63\u592b\u30fb\u30de\u30c0\u30c3\u30af\u30b9\u30fbW.W.\u30fb\u5897\u7530\u5353\u4e5f (2007).\u5fc3\u306e\u7a93\u306f\u6771\u6d0b\u3068\u897f\u6d0b\u3067\u540c\u3058\u304b\uff1f\u65e5\u7c73\u306b\u304a\u3051\u308b\u76ee\u3084\u53e3\u3092\u624b\u304c\u304b\u308a\u306b\u3057\u305f\u611f\u60c5\u8a8d\u8b58\u306e\u6587\u5316\u7684\u76f8\u9055.\u5b9f\u9a13\u793e\u4f1a\u5fc3\u7406\u5b66\u7814\u7a76, 43(2), 303-311.<\/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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\uff1a\u8868\u60c5\u30e9\u30d9\u30ea\u30f3\u30b0\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u3053\u3053\u3067\u3001\u8868\u73fe\u30e9\u30d9\u30ea\u30f3\u30b0\u306e\u4e2d\u8eab\u306b\u3064\u3044\u3066\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046 ... ...<\/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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\uff1a\u53e3\u89d2\u6291\u5727\u3068\u9ad8\u9f62\u8005\u30d0\u30a4\u30a2\u30b9\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u3082\u3057<\/span><span style=\"font-weight: 300;\"> \u30ea\u30c3\u30d7\u30b3\u30fc\u30ca\u30fc\u30c7\u30d7\u30ec\u30c3\u30b5\u30fc<\/span><span style=\"font-weight: 300;\"> \u304c\u6b63\u3057\u304f\u7406\u89e3\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001\u30e9\u30d9\u30e9\u30fc\u306f\u8aa4\u3063\u305f\u5206\u985e\u3092\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002 <\/span><span style=\"font-weight: 300;\">\u4f55\u308c\u3082<\/span><span style=\"font-weight: 300;\"> \u306e\u3088\u3046\u306b\u3001\u5507\u306e\u89d2\u304c\u5782\u308c\u305f\u5f62\u3092\u3057\u3066\u3044\u307e\u3059\u3002 <\/span><span style=\"font-weight: 300;\">\u30ea\u30c3\u30d7\u30b3\u30fc\u30ca\u30fc\u30c7\u30d7\u30ec\u30c3\u30b5\u30fc<\/span><span style=\"font-weight: 300;\">.\u3053\u306e\u3088\u3046\u306a\u5f62\u72b6\u306e\u8aa4\u5224\u5b9a\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5f71\u97ff\u306b\u3088\u3063\u3066\u5f15\u304d\u8d77\u3053\u3055\u308c\u307e\u3059\u3002 <\/span><span style=\"font-weight: 300;\">\u984e\u4e0a\u3052<\/span><span style=\"font-weight: 300;\"> \u2013 <\/span><span style=\"font-weight: 300;\">\u304c\u3001\u3082\u3063\u3068\u60aa\u3044\u3082\u306e\u3082\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308b<\/span><span style=\"font-weight: 300;\">: \u30cb\u30e5\u30fc\u30c8\u30e9\u30eb\u30d5\u30a7\u30a4\u30b9\uff08\u7121\u8868\u60c5\u306a\u9854\uff09\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u3053\u306e\u8aa4\u89e3\u304c\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u306e\u304c\u30011\u3064\u3002 <\/span><b>\u904e\u691c\u51fa <\/b><b>\u30ea\u30c3\u30d7\u30b3\u30fc\u30ca\u30fc\u30c7\u30d7\u30ec\u30c3\u30b5\u30fc<\/b> <span style=\"font-weight: 300;\">\u5507\u306e\u89d2\u304c\u5782\u308c\u3066\u3044\u308b\u4eba\u306e\u5834\u5408\u9ad8\u9f62\u8005\u306e\u5834\u5408\u3001\u9577\u671f\u7684\u306a\u91cd\u529b\u306e\u5f71\u97ff\u306b\u3088\u308a\u53e3\u89d2\u304c\u5782\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\uff1a\u53e3\u89d2\u6291\u5727\u3068\u9ad8\u9f62\u8005\u30d0\u30a4\u30a2\u30b9\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0d\u9069\u5207\u306a\u8868\u793a\u65b9\u6cd5\u304b\u3089\u3001\u9ad8\u9f62\u8005\u5c64\u304c\u904e\u5270\u306b\u691c\u51fa\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><span style=\"font-weight: 300;\"> \u30ea\u30c3\u30d7\u30b3\u30fc\u30ca\u30fc\u30c7\u30d7\u30ec\u30c3\u30b5\u30fc<\/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;\">\u30ea\u30c3\u30d7\u30b3\u30fc\u30ca\u30fc\u30c7\u30d7\u30ec\u30c3\u30b5\u30fc\u306f\u5207\u306a\u3055\u3092\u6f14\u51fa\u3059\u308b\u91cd\u8981\u306a\u30d1\u30fc\u30c4\u3067\u3059\u3002 <\/span><span style=\"font-weight: 300;\">\u3053\u306e\u8aa4\u5dee\u306f\u3001\u9ad8\u9f62\u8005\u5c64\u3067\u306e\u60b2\u3057\u307f\u306e\u904e\u5270\u691c\u51fa\u306b\u3064\u306a\u304c\u308b\u306e\u3067\u306f\uff1f<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u305d\u306e\u4ed6\u3001\u5507\u306e\u89d2\u304c\u5782\u308c\u3066\u3044\u308b\u306e\u304c\u7279\u5fb4\u306e\u9854\u7acb\u3061\u306e\u30b0\u30eb\u30fc\u30d7\u306f\u3069\u3046\u3067\u3057\u3087\u3046\u304b\uff1f<\/span><span style=\"font-weight: 300;\"> \u60b2\u3057\u3044\u300d\u3068\u9593\u9055\u3063\u3066\u89e3\u91c8\u3055\u308c\u308b\u3053\u3068\u306f\u306a\u3044\u3060\u308d\u3046\u304b\u3002<\/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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\uff1a\u53e3\u89d2\u6291\u5727\u3068\u9ad8\u9f62\u8005\u30d0\u30a4\u30a2\u30b9\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u30c8\u30e9\u30c3\u30ab\u30fc\u304c\u8aa4\u3063\u3066\u691c\u51fa\u3059\u308b\u3053\u3068\u306f\u3001\u305f\u3044\u3057\u305f\u3053\u3068\u3067\u306f\u306a\u3044\u3068\u601d\u308f\u308c\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002 <\/span><span style=\"font-weight: 300;\">\u30ea\u30c3\u30d7\u30b3\u30fc\u30ca\u30fc\u30c7\u30d7\u30ec\u30c3\u30b5\u30fc <\/span><span style=\"font-weight: 300;\">\u6216\u3044\u306f<\/span><span style=\"font-weight: 300;\"> \u60b2\u3057\u307f<\/span><span style=\"font-weight: 300;\">\u3067\u3082\u3002 <\/span><span style=\"font-weight: 300;\">\u30e1\u30f3\u30bf\u30eb\u30d8\u30eb\u30b9\u306e\u8a55\u4fa1\u3084\u6f5c\u5728\u7684\u306a\u6c42\u8077\u8005\u306e\u8a55\u4fa1\u306a\u3069\u3001\u3088\u308a\u5927\u304d\u306a\u3082\u306e\u306b\u30d5\u30a7\u30a4\u30b9\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u304c\u4f7f\u308f\u308c\u305f\u3089\u3069\u3046\u306a\u308b\u3067\u3057\u3087\u3046\u304b\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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u306a\u504f\u308a\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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI\u304c\u5c31\u8077\u9762\u63a5\u30d3\u30c7\u30aa\u3067\u5019\u88dc\u8005\u306e\u8868\u60c5\u3092\u5206\u6790\u4e2d - \u30e6\u30cb\u30ea\u30fc\u30d0\u3001IBM\u3001\u30c0\u30f3\u30ad\u30f3\u30c9\u30fc\u30ca\u30c4\u306a\u3069\u304c\u3059\u3067\u306b\u6d3b\u7528\u4e2d<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u611f\u60c5\u8a8d\u8b58\u6280\u8853\u306f\u6a5f\u80fd\u3057\u306a\u3044\u304c\u3001\u63a1\u7528\u62c5\u5f53\u8005\u306a\u3069\u306f\u3068\u306b\u304b\u304f\u4f7f\u3063\u3066\u3044\u308b\uff1a\u30ec\u30dd\u30fc\u30c8<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u611f\u60c5\u691c\u77e5\u300dAI\u306f$200\u5104\u306e\u7523\u696d\u3002\u65b0\u3057\u3044\u7814\u7a76\u306b\u3088\u308b\u3068\u3001\u8b33\u3044\u6587\u53e5\u901a\u308a\u306e\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u3089\u3057\u3044\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=\"\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u7279\u5fb4\u91cf\u306b\u57fa\u3065\u304f\u30d0\u30a4\u30a2\u30b9\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u4e0d\u9069\u5207\u306a\u30e9\u30d9\u30eb\u4ed8\u3051\u304c\u9ad8\u9f62\u8005\u3078\u306e\u504f\u898b\u3092\u717d\u308b\u3068\u3044\u3046\u8a71\u3092\u3057\u307e\u3057\u305f\uff0e. .\u00a0<\/span><b>\u3057\u304b\u3057\u3001\u7279\u5b9a\u306e\u9854\u7acb\u3061\u306e\u4eba\u306b\u5bfe\u3059\u308b\u4ed6\u306e\u504f\u898b\u306b\u3064\u3044\u3066\u306f\u3069\u3046\u3067\u3057\u3087\u3046\u304b\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=\"\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u7279\u5fb4\u91cf\u306b\u57fa\u3065\u304f\u30d0\u30a4\u30a2\u30b9\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\".... \u9854\u8a8d\u8b58\u30d7\u30ed\u30b0\u30e9\u30e0\u306f2\u3064\u306e\u7570\u306a\u308b\u30bf\u30a4\u30d7\u306e\u30d0\u30a4\u30a2\u30b9\u3092\u793a\u3059\u3002<\/span><\/p><p><span style=\"font-weight: 300;\">\u6700\u521d\u306b <\/span><b>\u9ed2\u4eba\u306e\u9854\u306f\u3001\u3069\u306e\u7b11\u9854\u3067\u3082\u767d\u4eba\u306e\u9854\u3088\u308a\u5e38\u306b\u6012\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u30b9\u30b3\u30a2\u3055\u308c\u307e\u3057\u305f\u3002 <\/b><span style=\"font-weight: 300;\">Face++\u306f\u3053\u306e\u3088\u3046\u306a\u504f\u308a\u3092\u898b\u305b\u3066\u3044\u305f\u3002<\/span> <span style=\"font-weight: 300;\">2\u756a\u76ee\u3002 <\/span><b>\u304f\u308d\u304c\u308f\u306f\u3044\u3064\u3082\u6012\u9aea\u5929 <\/b><span style=\"font-weight: 300;\">\u9854\u306e\u8868\u60c5\u306b\u66d6\u6627\u306a\u90e8\u5206\u304c\u3042\u308c\u3070\u9854API\u3067\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u683c\u5dee\u304c\u8868\u793a\u3055\u308c\u307e\u3057\u305f\u3002\u9ed2\u4eba\u306e\u9854\u304c\u90e8\u5206\u7684\u306b\u5fae\u7b11\u3093\u3067\u3044\u3066\u3082\u3001\u79c1\u306e\u5206\u6790\u3067\u306f<\/span><span style=\"font-weight: 300;\"> \u306f\u3001\u540c\u3058\u3088\u3046\u306a\u8868\u60c5\u306e\u767d\u4eba\u3068\u6bd4\u3079\u3066\u3001\u3088\u308a\u30cd\u30ac\u30c6\u30a3\u30d6\u306a\u611f\u60c5\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002 <\/span><span style=\"font-weight: 300;\">\u611f\u60c5\u306e\u5e73\u5747\u30b9\u30b3\u30a2\u306f\u4eba\u7a2e\u9593\u3067\u304b\u306a\u308a\u63a5\u8fd1\u3057\u305f\u304c\u3001\u9ed2\u4eba\u3068\u767d\u4eba\u306e\u9854\u306b\u306f\u307e\u3060\u9855\u8457\u306a\u5dee\u304c\u3042\u3063\u305f\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>\u611f\u60c5\u3092\u8aad\u307f\u53d6\u308bAI\u306b\u96a0\u3055\u308c\u305f\u30d0\u30a4\u30a2\u30b9\u3092\u7406\u89e3\u3059\u308b<br \/><\/b><\/a><span style=\"font-weight: 300;\">-\u30ed\u30fc\u30ec\u30f3\u30fb\u30ea\u30e5\u30fc<\/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=\"\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\uff1a\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u8d77\u3053\u308b\u306e\u3060\u308d\u3046\u304b\uff1f\u306a\u305c\u30c7\u30fc\u30bf\u306b\u3082\u3063\u3068\u6295\u8cc7\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u306a\u306e\u304b\u3001\u3082\u3046\u4e00\u5ea6\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u3069\u306e\u3088\u3046\u306b<\/span><span style=\"font-weight: 300;\"> \u304c\u8d77\u3053\u308b\u304b\u3082\u3057\u308c\u306a\u3044\uff1f\u00a0<\/span><\/p><p><span style=\"font-weight: 300;\">\u3053\u3053\u3067\u3001\u300c\u306a\u305c\u30c7\u30fc\u30bf\u306b\u3082\u3063\u3068\u6295\u8cc7\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u306a\u306e\u304b\u300d\u3092\u518d\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u4e0a\u5507\u3092\u4e0a\u3052\u308b\u4eba\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">FACS\u306e\u5f62\u72b6\u3092\u8003\u3048\u308b \"<\/span><span style=\"font-weight: 300;\">\u3046\u308f\u3050\u3061<\/span><span style=\"font-weight: 300;\">.\" <\/span><span style=\"font-weight: 300;\">\u4e0a\u5507\u30ec\u30a4\u30b6\u30fc<\/span><span style=\"font-weight: 300;\"> \u306e\u3088\u3046\u306a\u30a8\u30e2\u30fc\u30b7\u30e7\u30f3\u306e\u91cd\u8981\u306a\u69cb\u6210\u8981\u7d20\u3067\u3059\u3002 <\/span><b>\u3080\u304b\u3064\u304d<\/b><span style=\"font-weight: 300;\">, <\/span><b>\u6012\u308a<\/b><span style=\"font-weight: 300;\">,\u00a0<\/span><span style=\"font-weight: 300;\">\u305d\u3057\u3066 <\/span><b>\u4fae\u8fb1<\/b><span style=\"font-weight: 300;\">. <\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">\u30a2\u30c3\u30d1\u30fc\u30ea\u30c3\u30d7\u30ec\u30a4\u30b6\u30fc\u306e\u7279\u9577\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0a\u3052\u5e95<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u308f\u3093\u3071\u304f\u3056\u304b\u308a <\/span><span style=\"font-weight: 300;\"><br \/><\/span><span style=\"font-weight: 300;\">(\u7b11\u884c-\u5199\u771f\u53c2\u7167)<\/span><\/li><\/ul><p><strong>\u30ce\u30fc\u30c8<\/strong>:\u6f5c\u5728\u7684\u306a\u9854\u52d5\u4f5c\u306e\u30e9\u30d9\u30ea\u30f3\u30b0\u30d0\u30a4\u30a2\u30b9\u306b\u52a0\u3048\u3001\u4e00\u822c\u306b\u57fa\u672c\u611f\u60c5\u7406\u8ad6\uff08\u4f8b\u3048\u3070\u3001\u8efd\u8511\u3001\u6012\u308a\u306a\u3069\u306e\u57fa\u672c\u7684\u306a\u611f\u60c5\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\uff09\u306b\u3064\u3044\u3066\u3082\u5927\u304d\u306a\u8ad6\u4e89\u304c\u3042\u308b\u3002\u53c2\u7167\uff1a\u300c\u300d\u3002<a href=\"https:\/\/melindaozel.com\/its-all-in-the-eyes-and-other-lies\/\" target=\"_blank\" rel=\"noopener\">It's All In the Eyes' and Other Lies.<\/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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\u3002\u9f3b\u5507\u6e9d\uff08Nasolabial furrow\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u4eba\u306b\u3088\u3063\u3066\u306f\u3001\u9f3b\u5507\u6e9d\u304c\u3088\u308a\u30ab\u30fc\u30d6\u3057\u3066\u3044\u308b\u4eba\u3082\u3044\u307e\u3059\u3002<\/span><\/p><p><span style=\"font-weight: 300;\">\u3053\u308c\u306f\u3001\u5358\u306b\u751f\u307e\u308c\u3064\u304d\u306e\u9854\u306e\u69cb\u9020\u306e\u7523\u7269\u3067\u3059\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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\u3002\u9f3b\u5507\u6e9d\uff08Nasolabial furrow\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u30d5\u30a7\u30a4\u30b7\u30e3\u30eb\u30a2\u30af\u30b7\u30e7\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306b\u7cbe\u901a\u3057\u3066\u3044\u306a\u3044\u30e9\u30d9\u30e9\u30fc\u306f\u3001\u8868\u60c5\u306b\u57fa\u3065\u304b\u306a\u3044\u9f3b\u5507\u6e9d\u66f2\u7dda\u3092\u6301\u3064\u4eba\u3005\u3092\u3001\u7c21\u5358\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8aa4\u8a8d\u3057\u3066\u3057\u307e\u3046\u3002 <\/span><span style=\"font-weight: 300;\">\u3046\u308f\u3050\u3061<\/span><span style=\"font-weight: 300;\">.<\/span><\/p><p><span style=\"font-weight: 300;\">\u3053\u306e\u3088\u3046\u306a\u8aa4\u3063\u305f\u30e9\u30d9\u30eb\u306f\u3001\u7279\u5b9a\u306e\u69cb\u9020\u3092\u6301\u3064\u9854\u3092\u8b58\u5225\u3059\u308b\u3088\u3046\u306b\u8a13\u7df4\u3055\u308c\u305f\u30c8\u30e9\u30c3\u30ab\u30fc\u3092\u3001\u8868\u73fe\u8005\u3068\u3057\u3066\u8a95\u751f\u3055\u305b\u307e\u3059\u3002 <\/span><span style=\"font-weight: 300;\">\u3046\u308f\u3050\u3061<\/span><span style=\"font-weight: 300;\"> - \u4e2d\u7acb\u7684\u306a\u7acb\u5834\u3067\u3042\u3063\u3066\u3082\u3001\u5fae\u7b11\u3093\u3067\u3044\u3066\u3082<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">\u30e9\u30d9\u30eb\u304c\u4e0d\u6b63\u78ba\u306a\u5834\u5408\u3001\u300c\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300d\u3092\u8abf\u9054\u3059\u308b\u3053\u3068\u306f\u7121\u610f\u5473\u3067\u3059\u3002<\/span><\/p><p><span style=\"font-weight: 300;\">\u3053\u306e\u3088\u3046\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u3001Lauren Rhue\u306e\u8abf\u67fb\u7d50\u679c\u3092\u8aac\u660e\u3059\u308b\u3082\u306e\u3067\u3059\u3002<\/span> <b>\u611f\u60c5\u3092\u8aad\u307f\u53d6\u308bAI\u306b\u96a0\u3055\u308c\u305f\u30d0\u30a4\u30a2\u30b9\u3092\u7406\u89e3\u3059\u308b<\/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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\uff1a\u5168\u4f53\u7684\u306a\u611f\u60c5\u306e\u30e9\u30d9\u30ea\u30f3\u30b0\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">FACS\u306b\u57fa\u3065\u304f\u30a2\u30d7\u30ed\u30fc\u30c1\u304b\u3089\u96e2\u308c\u3001\u30e9\u30d9\u30e9\u30fc\u306b\u611f\u60c5\u3092\u5168\u4f53\u7684\u306b\u5206\u985e\u3055\u305b\u3088\u3046\u3068\u3057\u3066\u3082\u3001\u504f\u3063\u305f\u611f\u60c5\u306e\u30e9\u30d9\u30ea\u30f3\u30b0\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u306f\u306a\u3044\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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 500;\">\u306a\u305c\u30db\u30ea\u30b9\u30c6\u30a3\u30c3\u30af\u306a\u611f\u60c5\u30e9\u30d9\u30ea\u30f3\u30b0\u304c\u5931\u6557\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u306e\u304b\uff08\u305d\u3046\u3067\u306a\u3044\u5834\u5408\u306f\u3001\u3082\u3063\u3068\uff09\u660e\u78ba\u3067\u306a\u3044\u5834\u5408 - \u3002 <\/span><b>\u304a\u3055\u3089\u3044\u3067\u3059<\/b><b>:<\/b><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4eba\u306f\u9854\u3092\u898b\u308b\u3068\u304d\u306b\u7570\u306a\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u611f\u60c5\u3092\u89e3\u91c8\u3059\u308b\u3068\u304d\u306b\u7570\u306a\u308b\u624b\u304c\u304b\u308a\u3092\u63a2\u3057\u307e\u3059\u3002\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6587\u5316\u306f\u3001\u79c1\u305f\u3061\u304c\u4f55\u3092\u8cb4\u91cd\u306a\u60c5\u5831\u3084\u624b\u304c\u304b\u308a\u3068\u8003\u3048\u308b\u304b\u306b\u6df1\u304f\u5f71\u97ff\u3057\u3066\u3044\u307e\u3059\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">\u7814\u7a76\u3067\u5224\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"2\"><b>\u30a4\u30fc\u30b9\u30c8\u30fb\u30a2\u30b8\u30a2\u30f3<\/b><span style=\"font-weight: 300;\"> \u306e\u53c2\u52a0\u8005\u306f\u3001\u9854\u306e\u771f\u3093\u4e2d\u3001\u9f3b\u306e\u3042\u305f\u308a\u306b\u6ce8\u76ee\u3057\u3001\u76ee\u3084\u8996\u7dda\u306e\u65b9\u5411\u3092\u3088\u308a\u91cd\u8981\u8996\u3059\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u30a6\u30a8\u30b9\u30bf\u30f3\u30b3\u30fc\u30ab\u30b5\u30b9 <\/b><span style=\"font-weight: 300;\">\u7709\u6bdb\u3084\u53e3\u5143\u306b\u611f\u60c5\u306e\u8868\u60c5\u3092\u898b\u308b\u50be\u5411\u304c\u3042\u308b\u3002<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"2\"><span style=\"font-weight: 500;\">\u3053\u306e\u3088\u3046\u306a\u6ce8\u610f\u306e\u9055\u3044\u306f\u3001\u88ab\u9a13\u8005\u304c\u76f8\u53cd\u3059\u308b\u8868\u60c5\u306e\u9854\u3092\u898b\u305f\u3068\u304d\u306b\u30d0\u30a4\u30a2\u30b9\u3092\u751f\u3058\u3055\u305b\u308b\u3002<br \/><\/span><span style=\"font-weight: 300;\">\u4f8b\uff1a\u5e78\u305b\u305d\u3046\u306a\u53e3\u5143\u306b\u60b2\u3057\u3044\u76ee\u304c\u3042\u308b\u5834\u5408\u3002<br \/><\/span><span style=\"font-weight: 300;\">- \u65e5\u672c\u4eba\u306f\u76ee\u306b\u8868\u308c\u308b\u611f\u60c5\u3092\u3088\u308a\u91cd\u8981\u8996\u3059\u308b<br \/><\/span><span style=\"font-weight: 300;\">- \u30a2\u30e1\u30ea\u30ab\u306e\u53c2\u52a0\u8005\u306f\u53e3\u5143\u3092\u3088\u308a\u6c17\u306b\u3057\u307e\u3059\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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u30d0\u30a4\u30a2\u30b9\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>:FACS\u3092\u6b63\u3057\u304f\u4f7f\u308f\u306a\u3044\u3068\u3069\u3046\u306a\u308b\u304b\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\u306a\u8868\u73fe\u5206\u985e<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u4e0d\u5b9a\u5f62\u8868\u73fe\u5206\u985e<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u504f\u3063\u305f\u30ec\u30c3\u30c6\u30eb\u8cbc\u308a<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u30a2\u30ca\u30fc\u30ad\u30fc<\/span><\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">FACS\u3092\u9069\u5207\u306b\u4f7f\u7528\u3057\u3066\u3082\u3001\u504f\u308a\u3084\u77db\u76fe\u306f\u5e38\u306b\u5b58\u5728\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u614e\u91cd\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u554f\u984c\u3092\u5927\u5e45\u306b\u8efd\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\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=\"\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u30d0\u30a4\u30a2\u30b9\u306e\u8efd\u6e1b\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <strong>\u30a2\u30ca\u30fc\u30ad\u30fc<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u3082\u3057 ... ...\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6587\u5316\u306f\u3001\u8868\u60c5\u3084\u611f\u60c5\u306e\u89e3\u91c8\u306e\u4ed5\u65b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u74b0\u5883\u6761\u4ef6\u306b\u3088\u3063\u3066\u3001\u9854\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u624b\u304c\u304b\u308a\u304c\u5909\u308f\u308b\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u9854\u306e\u52d5\u4f5c\u306b\u95a2\u3059\u308b\u77e5\u8b58\u306f\u3001\u8868\u60c5\u306e\u30e9\u30d9\u30eb\u4ed8\u3051\u306b\u5f71\u97ff\u3059\u308b<\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">.. .\u3053\u306e\u3088\u3046\u306a\u4eba\u70ba\u7684\u306a\u30df\u30b9\u3092\u6e1b\u3089\u3057\u3001\u30df\u30b9\u306e\u6d41\u51fa\u3092\u9632\u3050\u305f\u3081\u306b\u3001\u6280\u8853\u7cfb\u4f01\u696d\u306f\u4f55\u3092\u3059\u308c\u3070\u3088\u3044\u306e\u304b\u00a0<\/span><span style=\"font-weight: 300;\">\u3092\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u7d44\u307f\u8fbc\u3093\u3060\u306e\u3067\u3059\u304b\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=\"\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u30d0\u30a4\u30a2\u30b9\u306e\u8efd\u6e1b\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><\/span><span style=\"font-weight: 300;\">\u9854\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306e\u504f\u308a\u3092\u6e1b\u3089\u3059\u305f\u3081\u306b\u3001\u30c6\u30c3\u30af\u4f01\u696d\u306f\u4f55\u3092\u3059\u308c\u3070\u3044\u3044\u306e\u304b\uff1f<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">\u6280\u8853\u7cfb\u4f01\u696d\u306f\u3001\u6b21\u306e\u3053\u3068\u3092\u8a8d\u8b58\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 <\/span><span style=\"font-weight: 500;\">\u30d5\u30a7\u30fc\u30b9\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u57df\u3092\u8d85\u3048\u305f\u9032\u5316\u3092\u9042\u3052\u3066\u3044\u307e\u3059\u3002<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">\u6280\u8853\u7cfb\u4f01\u696d\u306f <\/span><span style=\"font-weight: 500;\">\u6280\u8853\u8005\u306e\u504f\u898b\u306b\u5bfe\u3059\u308b\u8106\u5f31\u6027\u3092\u8a8d\u3081\u3001\u305d\u306e\u8106\u5f31\u6027\u306b\u3064\u3044\u3066\u5f93\u696d\u54e1\u3092\u6559\u80b2\u3059\u308b\u3002<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">\u6280\u8853\u7cfb\u4f01\u696d\u306f <\/span><span style=\"font-weight: 500;\">\u30c7\u30fc\u30bf\u54c1\u8cea\u306b\u3082\u3063\u3068\u6295\u8cc7\u3057\u3066\u304f\u3060\u3055\u3044\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=\"\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u30d0\u30a4\u30a2\u30b9\u306e\u8efd\u6e1b\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u30d5\u30a7\u30a4\u30b9\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u6280\u8853\u306e\u9032\u6b69\u3092\u8a8d\u8b58\u3057\u3001\u305d\u306e\u8106\u5f31\u6027\u3092\u7406\u89e3\u3057\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306b\u3082\u3063\u3068\u6295\u8cc7\u3059\u308b\u3053\u3068\u306f\u3001..... .\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u5b9f\u306f <\/span><span style=\"font-weight: 300;\">\u3058\u3093\u3044\u3093\u305b\u3044\u308a<\/span><span style=\"font-weight: 300;\"> \u305d\u306e\u305f\u3081\u306b\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4eba\u6570\u3092\u6e1b\u3089\u3059\u5fc5\u8981\u304c\u3042\u308b\u3068\u3057\u3066\u3082\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306b\u7279\u5316\u3057\u305f\u8077\u52d9\u306b\u5c31\u304f\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6642\u9593\u3092\u4f7f\u3046\u3053\u3068\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u3092\u4f7f\u3046\u3053\u3068\u3002 <\/span><span style=\"font-weight: 300;\">\u305d\u3057\u3066<\/span><span style=\"font-weight: 300;\"> \u8cc7\u6e90<\/span><span style=\"font-weight: 300;\"> \u306b\u3057\u3066\u3044\u307e\u3059\u3002 <\/span><span style=\"font-weight: 300;\">\u30c7\u30fc\u30bf\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u3092\u63a2\u3059 <\/span><span style=\"font-weight: 300;\">\u305d\u308c\u304c\u3067\u304d\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u6642\u9593\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u3001\u8cc7\u6e90\u3092\u8cbb\u3084\u3057\u3066\u30c7\u30fc\u30bf\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u3092\u80b2\u6210\u3059\u308b\u306e\u306f\u4f01\u696d\u306e\u4ed5\u4e8b\u3067\u3042\u308b\u3002 <\/span><b>\u8868\u60c5\u306e\u5206\u985e\u306f\u3001\u4fe1\u53f7\u6a5f\u306e\u3088\u3046\u306a\u57fa\u672c\u7684\u306a\u3082\u306e\u306e\u5206\u985e\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u8907\u96d1\u3067\u3042\u308a\u3001\u305d\u306e\u3088\u3046\u306b\u6271\u308f\u308c\u308b\u3079\u304d\u3067\u3059\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=\"\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\uff1a\u9854\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u306e\u8efd\u6e1b\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u9854\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u306e\u4f4e\u6e1b<\/span><\/p><p><span style=\"font-weight: 500;\">\u30d5\u30a7\u30a4\u30b9\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u6280\u8853\u306e\u9032\u6b69\u3092\u8a8d\u8b58\u3057\u3001\u305d\u306e\u8106\u5f31\u6027\u3092\u7406\u89e3\u3057\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306b\u3082\u3063\u3068\u6295\u8cc7\u3059\u308b\u3053\u3068\u306f\u3001..... .\u00a0<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u30ea\u30b5\u30fc\u30c1\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u306b\u5fc5\u8981\u306a\u3053\u3068\u3092\u4f1d\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u805e\u304f\u300d\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002 <\/span><span style=\"font-weight: 300;\">\u3092\u3001\u30c7\u30fc\u30bf\u30c1\u30fc\u30e0\u304c\u5fc5\u8981\u3068\u3059\u308b\u3082\u306e\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30c1\u30fc\u30e0\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u6a5f\u80fd\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u821e\u53f0\u88cf\u306e\u4f5c\u696d\u306b\u6700\u3082\u7cbe\u901a\u3057\u3066\u3044\u307e\u3059\u3002 <\/span><b>\u591a\u304f\u306e\u4f01\u696d\u304c\u5931\u6557\u3059\u308b\u306e\u306f\u3001\u3053\u3053\u306a\u306e\u3067\u3059\u3002<\/b><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u30c7\u30fc\u30bf\u306b\u95a2\u308f\u308b\u8077\u52d9\u306b\u5c31\u304f\u5f93\u696d\u54e1\u306b\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u30ea\u30b5\u30fc\u30c1\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30c1\u30fc\u30e0\u3068\u5b9a\u671f\u7684\u306b\u4ea4\u6d41\u3059\u308b\u3053\u3068\u3092\u7fa9\u52d9\u4ed8\u3051\u308b\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=\"\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\uff1a\u9069\u5207\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u9854\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u306e\u4f4e\u6e1b<\/span><\/p><p><span style=\"font-weight: 500;\">\u30d5\u30a7\u30a4\u30b9\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u6280\u8853\u306e\u9032\u6b69\u3092\u8a8d\u8b58\u3057\u3001\u305d\u306e\u8106\u5f31\u6027\u3092\u7406\u89e3\u3057\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306b\u3082\u3063\u3068\u6295\u8cc7\u3059\u308b\u3053\u3068\u306f\u3001..... .\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6280\u8853\u8005\u306b\u304a\u3051\u308b\u504f\u898b\u306e\u5b9f\u614b\u3092\u793e\u54e1\u306b\u6559\u80b2\u3059\u308b\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u6b63\u3057\u3044\u4e88\u9632\u7b56\u3092\u8b1b\u3058\u308b\u3053\u3068\u3067 <\/span><span style=\"font-weight: 300;\">\u30e9\u30d9\u30ea\u30f3\u30b0\u3092\u6a19\u6e96\u5316\u3057\u3001\u5b9a\u7fa9\u3059\u308b\u3002<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u5e38\u306b <\/span><span style=\"font-weight: 300;\">\u3044\u3064\u3001\u3069\u3053\u3067\u3001\u30d0\u30a4\u30a2\u30b9\u304c\u304b\u304b\u308b\u304b\u3092\u8003\u3048\u308b\u3002<br \/><\/span><span style=\"font-weight: 300;\">- \u30e9\u30d9\u30ea\u30f3\u30b0\u3068\u306f\u8ab0\u306e\u3053\u3068\u3067\u3059\u304b\uff1f<br \/><\/span><span style=\"font-weight: 300;\">- \u4f55\u306e\u30e9\u30d9\u30eb\u3092\u8cbc\u3063\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<br \/><\/span><span style=\"font-weight: 300;\">- \u30e9\u30d9\u30eb\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u8981\u56e0\u306f\u4f55\u3067\u3059\u304b\uff1f<br \/>* <\/span><span style=\"font-weight: 300;\"><strong>\u6c17\u8904 <\/strong>* <\/span><span style=\"font-weight: 300;\"><strong>\u6587\u5316<\/strong> * <\/span><strong>\u7d4c\u9a13<\/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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3059\u308b\u30d0\u30a4\u30a2\u30b9\uff1a\u9759\u6b62\u753b\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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u9854\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u306e\u4f4e\u6e1b<\/span><\/p><p><span style=\"font-weight: 500;\">\u30d5\u30a7\u30a4\u30b9\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u6280\u8853\u306e\u9032\u6b69\u3092\u8a8d\u8b58\u3057\u3001\u305d\u306e\u8106\u5f31\u6027\u3092\u7406\u89e3\u3057\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306b\u3082\u3063\u3068\u6295\u8cc7\u3059\u308b\u3053\u3068\u306f\u3001..... .\u00a0<\/span><\/p><p><b>SIDENOTE<\/b> <span style=\"font-weight: 300;\">\u9759\u6b62\u753b\u50cf\u304b\u3089\u8868\u60c5\u306e\u30e9\u30d9\u30ea\u30f3\u30b0\u3092\u505c\u6b62\u3059\u308b\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u6b63\u78ba\u306aFACS\u3068\u611f\u60c5\u306e\u30e9\u30d9\u30ea\u30f3\u30b0\u306f\u3001\u52d5\u304d\u3092\u898b\u308b\u3053\u3068\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li><span style=\"font-weight: 300;\">\u3082\u3057\u3001\u52d5\u304d\u304c\u3088\u308a\u5f37\u8abf\u3055\u308c\u308b\u306a\u3089\u3001\u5782\u308c\u4e0b\u304c\u3063\u305f\u5507\u306e\u89d2\u3084\u6e7e\u66f2\u3057\u305f\u9f3b\u5507\u6e9d\u306a\u3069\u306e\u9759\u7684\u306a\u9854\u306e\u7279\u5fb4\u306f\u3001\u691c\u51fa\u3092\u6d3b\u6027\u5316\u3059\u308b\u53ef\u80fd\u6027\u304c\u4f4e\u304f\u306a\u308b\u3060\u308d\u3046\u3002 <\/span><span style=\"font-weight: 300;\">\u30ea\u30c3\u30d7\u30b3\u30fc\u30ca\u30fc\u30c7\u30d7\u30ec\u30c3\u30b5\u30fc<\/span><span style=\"font-weight: 300;\"> \u305d\u3057\u3066 <\/span><span style=\"font-weight: 300;\">\u3046\u308f\u3050\u3061 <\/span><span style=\"font-weight: 300;\">(\u305d\u308c\u305e\u308c\uff09\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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u30af\u30ed\u30fc\u30b8\u30f3\u30b0\u30ce\u30fc\u30c8\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u9854\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u306e\u4f4e\u6e1b<\/span><\/p><p><span style=\"font-weight: 300;\">\u30af\u30ed\u30fc\u30b8\u30f3\u30b0\u30ce\u30fc\u30c8 .. .\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=\"\u9854\u3068\u611f\u60c5\u306e\u8ffd\u8de1\u306b\u304a\u3051\u308b\u4eba\u7a2e\u7684\u3001\u6587\u5316\u7684\u3001\u5e74\u9f62\u7684\u306a\u30d0\u30a4\u30a2\u30b9\u3002\u305d\u306e\u5f71\u97ff\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u9854\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u306e\u4f4e\u6e1b<\/span><\/p><p><span style=\"font-weight: 300;\">\u6280\u8853\u3092\u4fe1\u3058\u3001\u6280\u8853\u306b\u983c\u308c\u3070\u983c\u308b\u307b\u3069\u3002\u00a0<\/span><span style=\"font-weight: 300;\">\u3053\u306e\u3088\u3046\u306a\u30d0\u30a4\u30a2\u30b9\u304c\u3042\u308c\u3070\u3042\u308b\u307b\u3069\u3001\u305d\u306e\u5f71\u97ff\u306f\u5927\u304d\u304f\u306a\u308a\u307e\u3059\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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u95a2\u9023\u306e\u30d0\u30a4\u30a2\u30b9\u3002AI\u3078\u306e\u30a4\u30f3\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u9854\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u306e\u4f4e\u6e1b<\/span><\/p><p><span style=\"font-weight: 300;\">\"...\u9854\u8a8d\u8b58\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u305d\u306e\u4eba\u306e\u4eba\u7a2e\u306b\u3088\u3063\u3066\u611f\u60c5\u3092\u7570\u306a\u308b\u3088\u3046\u306b\u89e3\u91c8\u3059\u308b\u3002  ...\u3053\u306e\u767a\u898b\u306f\u3001\u500b\u4eba\u3001\u7d44\u7e54\u3001\u793e\u4f1a\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u3001AI\u306b\u304a\u3051\u308b\u504f\u308a\u3084\u683c\u5dee\u306e\u5f71\u97ff\u306b\u95a2\u3059\u308b\u5897\u52a0\u3059\u308b\u6587\u732e\u306b\u8ca2\u732e\u3059\u308b\u3002\"<\/span><\/p><p><span style=\"font-weight: 300;\">\u30eb\u30fc\u3001\u30ed\u30fc\u30ec\u30f3 <\/span><b>\u611f\u60c5\u306e\u81ea\u52d5\u8a8d\u8b58\u306b\u304a\u3051\u308b\u4eba\u7a2e\u306e\u5f71\u97ff\u00a0<\/b><span style=\"font-weight: 300;\">(2018\u5e7411\u67089\u65e5)\u3067\u3059\u3002\u00a0<\/span><span style=\"font-weight: 300;\">SSRN\u3067\u3054\u89a7\u3044\u305f\u3060\u3051\u307e\u3059\u3002 <\/span><span style=\"font-weight: 300;\"><a href=\"https:\/\/ssrn.com\/abstract=3281765\" rel=\"nofollow\">https:\/\/ssrn.com\/abstract=3281765<\/a> \u6216\u3044\u306f <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=\"\u9854\u3068\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002\u30c7\u30fc\u30bf\u8cac\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;\">\u30c6\u30ad\u30b9\u30c8<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u9854\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u30d0\u30a4\u30a2\u30b9\u306e\u4f4e\u6e1b<\/span><\/p><p><span style=\"font-weight: 300;\">\u8cac\u4efb\u3092\u6301\u3064\u3053\u3068\u3002<\/span><span style=\"font-weight: 300;\"><br \/><\/span><span style=\"font-weight: 300;\">\u504f\u308a\u3092\u6e1b\u3089\u3059\u52aa\u529b\u3092\u3059\u308b\u3002<br \/><\/span><span style=\"font-weight: 300;\">\u30c7\u30fc\u30bf\u3078\u306e\u6295\u8cc7\u3092\u5897\u3084\u3059\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=\"\u9854\u3084\u611f\u60c5\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306b\u304a\u3051\u308b\u4eba\u7a2e\u3001\u6587\u5316\u3001\u5e74\u9f62\u306b\u95a2\u9023\u3057\u305f\u30d0\u30a4\u30a2\u30b9\u3002FACS\u30c1\u30fc\u30c8\u30b7\u30fc\u30c8\" 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;\">\u30c6\u30ad\u30b9\u30c8<\/span>:<\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u4f4e\u54c1\u8cea\u3067\u4e0d\u6b63\u78ba\u306aFACS\u306e\u53c2\u8003\u6587\u732e\u304c\u8513\u5ef6\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3002 <\/span><span style=\"font-weight: 300;\">\u7121\u6599\u306e \"FACS Cheat Sheet \"\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002 <\/span><span style=\"font-weight: 300;\">\u30a2\u30fc\u30c6\u30a3\u30b9\u30c8\u3001\u7814\u7a76\u8005\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u305f\u3081\u306e\u30ac\u30a4\u30c9\u3068\u306a\u308b\u3079\u304f\u79c1\u306eFACS\u30ea\u30bd\u30fc\u30b9\u30b5\u30a4\u30c8\u306b\u3066\u516c\u958b\u4e2d\u3067\u3059\u3002 <\/span><b><i>FACS\u3068\u5411\u304d\u5408\u3046<\/i><\/b><span style=\"font-weight: 300;\">.\u307e\u305f\u3001\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3082\u53d7\u3051\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/span><\/p><p><a href=\"https:\/\/melindaozel.com\/facs-cheat-sheet\/\" target=\"_blank\" rel=\"noopener\"><b>melindaozel.com\/facs-cheat-sheet\/\uff08\u82f1\u8a9e\uff09\u3002<\/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>\u79c1\u305f\u3061\u306f\u3001\u300c\u6a5f\u68b0\u306f\u4eba\u9593\u3088\u308a\u3082\u504f\u308a\u304c\u5c11\u306a\u3044\u300d\u3068\u3044\u3046\u4e00\u822c\u7684\u306a\u5358\u7d14\u5316\u3055\u308c\u305f\u8003\u3048\u306b\u8cdb\u540c\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u6a5f\u68b0\u304c\u30c7\u30fc\u30bf\u306e\u3055\u307e\u3056\u307e\u306a\u5074\u9762\u3092\u8aad\u307f\u53d6\u3063\u3066\u6ce8\u76ee\u3059\u308b\u3088\u3046\u306b\u8a13\u7df4\u3055\u308c\u3066\u3044\u308b\u65b9\u6cd5\u3092\u3054\u5b58\u77e5\u3067\u3042\u308c\u3070\u3001\u304a\u5206\u304b\u308a\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6a5f\u68b0\u304c\u30c7\u30fc\u30bf\u306e\u3055\u307e\u3056\u307e\u306a\u5074\u9762\u3092\u8aad\u307f\u53d6\u308a\u3001\u6ce8\u76ee\u3059\u308b\u3088\u3046\u306b\u8a13\u7df4\u3055\u308c\u3066\u3044\u308b\u65b9\u6cd5\u3092\u77e5\u3063\u3066\u3044\u308c\u3070\u3001\u6b21\u306e\u3053\u3068\u304c\u308f\u304b\u308b\u3067\u3057\u3087\u3046\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 v27.3 (Yoast SEO v27.3) - 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\/ja\/bias-in-emotion-tracking\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\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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