Algorithmic literacy: a bibliographic review and debate on education

Detalhes bibliográficos
Autor(a) principal: Araujo, Willian Fernandes
Data de Publicação: 2024
Outros Autores: Sá, Fernanda Pires de
Tipo de documento: Artigo
Idioma: por
eng
Título da fonte: Texto livre
Texto Completo: https://periodicos.ufmg.br/index.php/textolivre/article/view/49440
Resumo: This study aimed to map the field of research on algorithmic literacy (AL) in Portuguese, Spanish, and English. The growing importance and presence of algorithms in various facets of social life motivated this research. To achieve this, four axes of investigation were used: 1) definition of conceptual proposals, 2) identification of emerging pedagogical techniques and strategies in these debates, 3) description of the functions and domains of these different forms of knowledge, and 4) reflection on the challenges and difficulties revealed in the relevant literature. The methodology used was a systematic literature review in the Scopus and Web of Science databases, using the descriptors ’Literacy AND Algorithmic’, ’algorithmic OR algorithm AND literacy OR literacies’. Subsequently, 21 publications were analyzed following a systematic selection process. Initially, the analysis indicates a significant increase in work in recent years (2021 and 2022), the predominance of publications in English, and the diversity of publications across different domains. Critical empowerment, awareness, and understanding of algorithms emerge as key themes in the debate, but there is considerable variation in the pedagogical approaches adopted to encourage critical engagement with algorithmic systems.
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spelling Algorithmic literacy: a bibliographic review and debate on educationEducação para os algoritmos: levantamento bibliográfico e debate sobre o conceito de literacia algorítmicaDataficaçãoPlataformizaçãoSistemas algorítmicosEducaçãoDataficationPlatformizationAlgorithmic systemsEducationThis study aimed to map the field of research on algorithmic literacy (AL) in Portuguese, Spanish, and English. The growing importance and presence of algorithms in various facets of social life motivated this research. To achieve this, four axes of investigation were used: 1) definition of conceptual proposals, 2) identification of emerging pedagogical techniques and strategies in these debates, 3) description of the functions and domains of these different forms of knowledge, and 4) reflection on the challenges and difficulties revealed in the relevant literature. The methodology used was a systematic literature review in the Scopus and Web of Science databases, using the descriptors ’Literacy AND Algorithmic’, ’algorithmic OR algorithm AND literacy OR literacies’. Subsequently, 21 publications were analyzed following a systematic selection process. Initially, the analysis indicates a significant increase in work in recent years (2021 and 2022), the predominance of publications in English, and the diversity of publications across different domains. Critical empowerment, awareness, and understanding of algorithms emerge as key themes in the debate, but there is considerable variation in the pedagogical approaches adopted to encourage critical engagement with algorithmic systems.O estudo tem como objetivo mapear o campo de investigação sobre literacia algorítmica nas línguas portuguesa, espanhola e inglesa. A crescente importância e presença dos algoritmos em diversas facetas da vida social motivou esta pesquisa. Para isso, foram utilizados quatro eixos de investigação: 1) definição de propostas conceptuais, 2) identificação de técnicas e estratégias pedagógicas emergentes nestes debates, 3) descrição das funções e domínios destas diferentes formas de conhecimento e 4) reflexão sobre os desafios e dificuldades revelados na literatura. A metodologia utilizada foi uma revisão sistemática da literatura nas bases de dados Scopus e Web of Science, utilizando os descritores ’Literacy AND Algorithmic’, ’algorithmic OR algorithm AND literacy OR literacies’. Posteriormente, 21 publicações foram analisadas após um fluxo sistemático de seleção. Inicialmente, a análise indica um aumento significativo de trabalhos nos últimos anos (2021 e 2022), a predominância de publicações em língua inglesa e a diversidade de publicações em diferentes domínios. A capacitação crítica, a consciencialização e a compreensão dos algoritmos surgem como temas-chave no debate, mas existe uma variação considerável nas abordagens pedagógicas adotadas para encorajar o envolvimento crítico com os sistemas algorítmicos.Universidade Federal de Minas Gerais2024-08-05info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArtigo avaliado pelos paresapplication/pdfapplication/pdfhttps://periodicos.ufmg.br/index.php/textolivre/article/view/4944010.1590/1983-3652.2024.49440Texto Livre; Vol. 17 (2024): Texto Livre: Linguagem e Tecnologia; e49440Texto Livre; Vol. 17 (2024): Texto Livre: Linguagem e Tecnologia; e49440Texto Livre; Vol. 17 (2024): Texto Livre: Linguagem e Tecnologia; e49440Texto Livre; v. 17 (2024): Texto Livre: Linguagem e Tecnologia; e494401983-3652reponame:Texto livreinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGporenghttps://periodicos.ufmg.br/index.php/textolivre/article/view/49440/44736https://periodicos.ufmg.br/index.php/textolivre/article/view/49440/44737Copyright (c) 2024 Willian Fernandes Araujo, Fernanda Pires de Sáhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessAraujo, Willian FernandesSá, Fernanda Pires de2024-10-09T08:35:48Zoai:periodicos.ufmg.br:article/49440Revistahttp://www.periodicos.letras.ufmg.br/index.php/textolivrePUBhttps://periodicos.ufmg.br/index.php/textolivre/oairevistatextolivre@letras.ufmg.br1983-36521983-3652opendoar:2024-10-09T08:35:48Texto livre - Universidade Federal de Minas Gerais (UFMG)false
dc.title.none.fl_str_mv Algorithmic literacy: a bibliographic review and debate on education
Educação para os algoritmos: levantamento bibliográfico e debate sobre o conceito de literacia algorítmica
title Algorithmic literacy: a bibliographic review and debate on education
spellingShingle Algorithmic literacy: a bibliographic review and debate on education
Araujo, Willian Fernandes
Dataficação
Plataformização
Sistemas algorítmicos
Educação
Datafication
Platformization
Algorithmic systems
Education
title_short Algorithmic literacy: a bibliographic review and debate on education
title_full Algorithmic literacy: a bibliographic review and debate on education
title_fullStr Algorithmic literacy: a bibliographic review and debate on education
title_full_unstemmed Algorithmic literacy: a bibliographic review and debate on education
title_sort Algorithmic literacy: a bibliographic review and debate on education
author Araujo, Willian Fernandes
author_facet Araujo, Willian Fernandes
Sá, Fernanda Pires de
author_role author
author2 Sá, Fernanda Pires de
author2_role author
dc.contributor.author.fl_str_mv Araujo, Willian Fernandes
Sá, Fernanda Pires de
dc.subject.por.fl_str_mv Dataficação
Plataformização
Sistemas algorítmicos
Educação
Datafication
Platformization
Algorithmic systems
Education
topic Dataficação
Plataformização
Sistemas algorítmicos
Educação
Datafication
Platformization
Algorithmic systems
Education
description This study aimed to map the field of research on algorithmic literacy (AL) in Portuguese, Spanish, and English. The growing importance and presence of algorithms in various facets of social life motivated this research. To achieve this, four axes of investigation were used: 1) definition of conceptual proposals, 2) identification of emerging pedagogical techniques and strategies in these debates, 3) description of the functions and domains of these different forms of knowledge, and 4) reflection on the challenges and difficulties revealed in the relevant literature. The methodology used was a systematic literature review in the Scopus and Web of Science databases, using the descriptors ’Literacy AND Algorithmic’, ’algorithmic OR algorithm AND literacy OR literacies’. Subsequently, 21 publications were analyzed following a systematic selection process. Initially, the analysis indicates a significant increase in work in recent years (2021 and 2022), the predominance of publications in English, and the diversity of publications across different domains. Critical empowerment, awareness, and understanding of algorithms emerge as key themes in the debate, but there is considerable variation in the pedagogical approaches adopted to encourage critical engagement with algorithmic systems.
publishDate 2024
dc.date.none.fl_str_mv 2024-08-05
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Artigo avaliado pelos pares
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.ufmg.br/index.php/textolivre/article/view/49440
10.1590/1983-3652.2024.49440
url https://periodicos.ufmg.br/index.php/textolivre/article/view/49440
identifier_str_mv 10.1590/1983-3652.2024.49440
dc.language.iso.fl_str_mv por
eng
language por
eng
dc.relation.none.fl_str_mv https://periodicos.ufmg.br/index.php/textolivre/article/view/49440/44736
https://periodicos.ufmg.br/index.php/textolivre/article/view/49440/44737
dc.rights.driver.fl_str_mv Copyright (c) 2024 Willian Fernandes Araujo, Fernanda Pires de Sá
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2024 Willian Fernandes Araujo, Fernanda Pires de Sá
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv Texto Livre; Vol. 17 (2024): Texto Livre: Linguagem e Tecnologia; e49440
Texto Livre; Vol. 17 (2024): Texto Livre: Linguagem e Tecnologia; e49440
Texto Livre; Vol. 17 (2024): Texto Livre: Linguagem e Tecnologia; e49440
Texto Livre; v. 17 (2024): Texto Livre: Linguagem e Tecnologia; e49440
1983-3652
reponame:Texto livre
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Texto livre
collection Texto livre
repository.name.fl_str_mv Texto livre - Universidade Federal de Minas Gerais (UFMG)
repository.mail.fl_str_mv revistatextolivre@letras.ufmg.br
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