Alexa, are you racist? Algorithmic racism, biases and intentionality

Detalhes bibliográficos
Autor(a) principal: Oliveira, Jean Carlos de
Data de Publicação: 2024
Outros Autores: Arantes, Priscila Almeida Cunha
Tipo de documento: Artigo
Idioma: por
Título da fonte: DATJournal
Texto Completo: https://datjournal.anhembi.br/dat/article/view/749
Resumo: This article seeks to critically examine algorithms and their implications, raising questions about equity, social justice, and ethical responsibility. Furthermore, it proposes measures to mitigate the negative effects of algorithmic bias, such as the development of more inclusive design practices, systematic reviews of existing algorithms, increased transparency, and accountability from the companies and organizations that use them. Through these analyses and proposals, the article aims to contribute to a broader and more informed debate about algorithmic bias, encouraging actions and solutions that promote equity and justice in algorithm-driven systems.
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spelling Alexa, are you racist? Algorithmic racism, biases and intentionalityAlexa, ¿eres racista? Racismo algorítmico, sesgos e intencionalidadAlexa, você é racista? Racismo algorítmico, vieses e intencionalidadeRacismo algorítmicoDesign e ativismoAlgoritmoVieses racistasAlgorithmic racismDesign, and activismAlgorithmRacist biasesRacismo algorítmicoDiseño y activismoAlgoritmoSesgos racistasThis article seeks to critically examine algorithms and their implications, raising questions about equity, social justice, and ethical responsibility. Furthermore, it proposes measures to mitigate the negative effects of algorithmic bias, such as the development of more inclusive design practices, systematic reviews of existing algorithms, increased transparency, and accountability from the companies and organizations that use them. Through these analyses and proposals, the article aims to contribute to a broader and more informed debate about algorithmic bias, encouraging actions and solutions that promote equity and justice in algorithm-driven systems.Este artículo busca examinar de forma crítica los algoritmos y sus implica-ciones, planteando cuestiones sobre equidad, justicia social y responsabilidad ética. Además, propone medidas para mitigar los efectos negativos del sesgo algorítmico, como el desarrollo de prácticas de diseño más inclusivas, revisiones sistemáticas de algoritmos existentes, mayor transparencia y rendición de cuentas por parte de las empresas y organizaciones que los utilizan. A través de estos análisis y propuestas, el artículo pretende contribuir a un debate más amplio e informado sobre el sesgo al-gorítmico, incentivando acciones y soluciones que promuevan la equidad y la justicia en los sistemas impulsados por algoritmos.Este artigo busca examinar de forma crítica os algoritmos e suas implicações, levantando questões sobre equidade, justiça social e responsabilidade ética. Além disso, propor medidas para mitigar os efeitos negativos do viés algorítmico, como o desenvolvimento de práticas de design mais inclusivas, revisões sistemáticas de algoritmos existentes, maior transparência e prestação de contas por parte das empresas e organizações que os utilizam. Através dessas análises e propostas, o artigo pretende contribuir para um debate mais amplo e informado sobre o viés algorítmico, incentivando ações e soluções que promovam a equidade e a justiça nos sistemas impulsionados por algoritmos.Universidade Anhambi Murumbi2024-04-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://datjournal.anhembi.br/dat/article/view/74910.29147/datjournal.v9i1.749DAT Journal; Vol. 9 No. 1 (2024): DESIGN, ART AND TECHNOLOGY; 04-16DAT Journal; Vol. 9 Núm. 1 (2024): DISEÑO, ARTE Y TECNOLOGIA; 04-16DAT Journal; v. 9 n. 1 (2024): DESIGN, ARTE E TECNOLOGIA ; 04-162526-178910.29147/datjournal.v9i1reponame:DATJournalinstname:Universidade Anhembi Morumbi (ANHEMBI)instacron:ANHEMBIporhttps://datjournal.anhembi.br/dat/article/view/749/583Copyright (c) 2024 DAT Journalhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessOliveira, Jean Carlos deArantes, Priscila Almeida Cunha2024-04-16T14:34:26Zoai:ojs.datjournal.anhembi.br:article/749Revistahttps://datjournal.anhembi.br/datPUBhttps://datjournal.anhembi.br/dat/oai||ppgdesign@anhembi.br2526-17892526-1789opendoar:2024-04-16T14:34:26DATJournal - Universidade Anhembi Morumbi (ANHEMBI)false
dc.title.none.fl_str_mv Alexa, are you racist? Algorithmic racism, biases and intentionality
Alexa, ¿eres racista? Racismo algorítmico, sesgos e intencionalidad
Alexa, você é racista? Racismo algorítmico, vieses e intencionalidade
title Alexa, are you racist? Algorithmic racism, biases and intentionality
spellingShingle Alexa, are you racist? Algorithmic racism, biases and intentionality
Oliveira, Jean Carlos de
Racismo algorítmico
Design e ativismo
Algoritmo
Vieses racistas
Algorithmic racism
Design, and activism
Algorithm
Racist biases
Racismo algorítmico
Diseño y activismo
Algoritmo
Sesgos racistas
title_short Alexa, are you racist? Algorithmic racism, biases and intentionality
title_full Alexa, are you racist? Algorithmic racism, biases and intentionality
title_fullStr Alexa, are you racist? Algorithmic racism, biases and intentionality
title_full_unstemmed Alexa, are you racist? Algorithmic racism, biases and intentionality
title_sort Alexa, are you racist? Algorithmic racism, biases and intentionality
author Oliveira, Jean Carlos de
author_facet Oliveira, Jean Carlos de
Arantes, Priscila Almeida Cunha
author_role author
author2 Arantes, Priscila Almeida Cunha
author2_role author
dc.contributor.author.fl_str_mv Oliveira, Jean Carlos de
Arantes, Priscila Almeida Cunha
dc.subject.por.fl_str_mv Racismo algorítmico
Design e ativismo
Algoritmo
Vieses racistas
Algorithmic racism
Design, and activism
Algorithm
Racist biases
Racismo algorítmico
Diseño y activismo
Algoritmo
Sesgos racistas
topic Racismo algorítmico
Design e ativismo
Algoritmo
Vieses racistas
Algorithmic racism
Design, and activism
Algorithm
Racist biases
Racismo algorítmico
Diseño y activismo
Algoritmo
Sesgos racistas
description This article seeks to critically examine algorithms and their implications, raising questions about equity, social justice, and ethical responsibility. Furthermore, it proposes measures to mitigate the negative effects of algorithmic bias, such as the development of more inclusive design practices, systematic reviews of existing algorithms, increased transparency, and accountability from the companies and organizations that use them. Through these analyses and proposals, the article aims to contribute to a broader and more informed debate about algorithmic bias, encouraging actions and solutions that promote equity and justice in algorithm-driven systems.
publishDate 2024
dc.date.none.fl_str_mv 2024-04-10
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://datjournal.anhembi.br/dat/article/view/749
10.29147/datjournal.v9i1.749
url https://datjournal.anhembi.br/dat/article/view/749
identifier_str_mv 10.29147/datjournal.v9i1.749
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://datjournal.anhembi.br/dat/article/view/749/583
dc.rights.driver.fl_str_mv Copyright (c) 2024 DAT Journal
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2024 DAT Journal
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Anhambi Murumbi
publisher.none.fl_str_mv Universidade Anhambi Murumbi
dc.source.none.fl_str_mv DAT Journal; Vol. 9 No. 1 (2024): DESIGN, ART AND TECHNOLOGY; 04-16
DAT Journal; Vol. 9 Núm. 1 (2024): DISEÑO, ARTE Y TECNOLOGIA; 04-16
DAT Journal; v. 9 n. 1 (2024): DESIGN, ARTE E TECNOLOGIA ; 04-16
2526-1789
10.29147/datjournal.v9i1
reponame:DATJournal
instname:Universidade Anhembi Morumbi (ANHEMBI)
instacron:ANHEMBI
instname_str Universidade Anhembi Morumbi (ANHEMBI)
instacron_str ANHEMBI
institution ANHEMBI
reponame_str DATJournal
collection DATJournal
repository.name.fl_str_mv DATJournal - Universidade Anhembi Morumbi (ANHEMBI)
repository.mail.fl_str_mv ||ppgdesign@anhembi.br
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