Algorithmic literacy: a bibliographic review and debate on education
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Data de Publicação: | 2024 |
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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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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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1814256385811021824 |