{"id":734,"date":"2024-08-06T11:23:00","date_gmt":"2024-08-06T14:23:00","guid":{"rendered":"https:\/\/grupoaspas.com\/?p=734"},"modified":"2025-10-22T09:43:33","modified_gmt":"2025-10-22T12:43:33","slug":"childrens-rights-not-deceptive-patterns-by-design-a-requirements-perspective-2-2-3-3-2","status":"publish","type":"post","link":"https:\/\/grupoaspas.com\/?p=734","title":{"rendered":"Non-Binary and Trans-Inclusive AI: A Catalogue of Best Practices for Developing Automatic Gender Recognition Solutions"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"734\" class=\"elementor elementor-734\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-634f0be4 e-flex e-con-boxed e-con e-parent\" data-id=\"634f0be4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f3b5446 elementor-widget elementor-widget-text-editor\" data-id=\"2f3b5446\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\n<p><span style=\"color: #000000;\"><strong>ACM SIGAPP Applied Computing Review<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Abstract: <\/strong>Artificial intelligence (AI) has significantly optimized processes across various sectors, enhancing efficiency and transforming digital interactions. However, as AI becomes more integrated into daily life, concerns about its social impacts and inherent biases have emerged. This study explores how AI technologies, such as facial recognition and Automatic Gender Recognition (AGR), can perpetuate and amplify societal prejudices, especially against transgender and non-binary individuals. The 2018 case of Amazon\u2019s Rekognition technology, which exhibited high false positive rates for individuals with dark skin, highlights the risks of algorithmic bias and mass surveillance. Given these challenges, this research performed performed a systematic mapping study of the literature on AI to present an analysis of problems and respective causes brought by facial recognition and AGR applications to trans and non-binary people. In a second phase, we developed and empirically assessed a catalog of 19 best practices for an ethical AI development grounded in Justice, Equity, Diversity, and Inclusion principles. We aim to establish ethical standards that promote inclusivity to trans and non-binary people, mitigating algorithmic discrimination.<\/span><\/p>\n\n<p><strong><a href=\"https:\/\/drive.google.com\/file\/d\/1TM_23Sbdj_tgETWOSBaogLXMIsWJfKWe\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\">Leia o artigo completo aqui<\/a><\/strong><\/p>\n\n<p>\u00a0<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>ACM SIGAPP Applied Computing Review Abstract: Artificial intelligence (AI) has significantly optimized processes across various sectors, enhancing efficiency and transforming digital interactions. However, as AI becomes more integrated into daily life, concerns about its social impacts and inherent biases have emerged. This study explores how AI technologies, such as facial recognition and Automatic Gender Recognition [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[35,1],"tags":[40,38,37,36],"class_list":["post-734","post","type-post","status-publish","format-standard","hentry","category-discriminacao","category-sem-categoria","tag-discrimination","tag-facial-recognition","tag-lgbtqiapn","tag-pessoas-trans"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Non-Binary and Trans-Inclusive AI: A Catalogue of Best Practices for Developing Automatic Gender Recognition Solutions - ASPAS - Aspectos Sociot\u00e9cnicos em Plataformas de Software<\/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:\/\/grupoaspas.com\/?p=734\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Non-Binary and Trans-Inclusive AI: A Catalogue of Best Practices for Developing Automatic Gender Recognition Solutions - ASPAS - Aspectos Sociot\u00e9cnicos em Plataformas de Software\" \/>\n<meta property=\"og:description\" content=\"ACM SIGAPP Applied Computing Review Abstract: Artificial intelligence (AI) has significantly optimized processes across various sectors, enhancing efficiency and transforming digital interactions. 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