Personalized and adaptive learning: educational practice and technological impact

Detalhes bibliográficos
Autor(a) principal: Soler Costa, Rebeca
Data de Publicação: 2021
Outros Autores: Tan, Qing, Pivot, Frédérique, Zhang, Xiaokun, Wang, Harris
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Texto livre
Texto Completo: https://periodicos.ufmg.br/index.php/textolivre/article/view/33445
Resumo: Education Technology advances many aspects of learning. More and more learning is taking place online. Learners’ learning behaviors, style, and performance can be easily profiled through learning analytics which collects their online learning footage. It enables and encourages educational research, learning software application development, and online education practices towards personalized and adaptive learning. As we continue to see personalized and adaptive learning progress, we must also pay attention to the negative impacts that feed into our research. In this paper, we present our introspection of personalized and adaptive learning and argue that it is the social and moral responsibility of educators and institutions to apply personalized and adaptive learning wisely in their education practice. Educators and institutions should also recognize the realistic diversities of individual students’ learning styles and variable learning progress, contextually dependent learning accessibility, and their correspondent support needs for the fine-grained learning activities. We argue that strategically balanced practices and innovated learning technology are crucial towards an optimized learning experience for the learners.
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spelling Personalized and adaptive learning: educational practice and technological impactAprendizagem personalizada e adaptativa: prática educativa e impacto tecnológicoPersonalized learningAdaptive learningLearning barriersSocial responsibility Aprendizagem personalizadaAprendizagem adaptativaBarreiras de aprendizagemResponsabilidade socialEducation Technology advances many aspects of learning. More and more learning is taking place online. Learners’ learning behaviors, style, and performance can be easily profiled through learning analytics which collects their online learning footage. It enables and encourages educational research, learning software application development, and online education practices towards personalized and adaptive learning. As we continue to see personalized and adaptive learning progress, we must also pay attention to the negative impacts that feed into our research. In this paper, we present our introspection of personalized and adaptive learning and argue that it is the social and moral responsibility of educators and institutions to apply personalized and adaptive learning wisely in their education practice. Educators and institutions should also recognize the realistic diversities of individual students’ learning styles and variable learning progress, contextually dependent learning accessibility, and their correspondent support needs for the fine-grained learning activities. We argue that strategically balanced practices and innovated learning technology are crucial towards an optimized learning experience for the learners.A Tecnologia da Educação avança muitos aspectos da aprendizagem. Cada vez mais aprendizagem está a ter lugar online. Os comportamentos de aprendizagem, estilo e desempenho dos aprendentes podem ser facilmente perfilados através de análises de aprendizagem que recolhem as suas filmagens de aprendizagem on-line. Permite e encoraja a investigação educacional, o desenvolvimento de aplicações de software de aprendizagem, e práticas de educação em linha para uma aprendizagem personalizada e adaptativa. À medida que continuamos a ver progressos na aprendizagem personalizada e adaptativa, devemos também prestar atenção aos impactos negativos que alimentam a nossa investigação. Neste documento, apresentaremos a nossa introspecção de aprendizagem personalizada e adaptativa e argumentaremos que é da responsabilidade social e moral dos educadores e instituições aplicar sabiamente a aprendizagem personalizada e adaptativa na sua prática educativa. Os educadores e as instituições devem também reconhecer as diversidades realistas dos estilos de aprendizagem dos estudantes individuais e o progresso variável da aprendizagem, a acessibilidade à aprendizagem contextualmente dependente, e as suas necessidades de apoio correspondente para as actividades de aprendizagem de grão fino. Argumentamos que as práticas estrategicamente equilibradas e a tecnologia de aprendizagem inovadora são cruciais para uma experiência de aprendizagem optimizada para os alunos.Universidade Federal de Minas Gerais2021-09-14info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArtigo avaliado pelos paresapplication/pdfhttps://periodicos.ufmg.br/index.php/textolivre/article/view/3344510.35699/1983-3652.2021.33445Texto Livre; Vol. 14 No. 3 (2021): Texto Livre: Linguagem e Tecnologia; e33445Texto Livre; Vol. 14 Núm. 3 (2021): Texto Livre: Linguagem e Tecnologia; e33445Texto Livre; Vol. 14 No 3 (2021): Texto Livre: Linguagem e Tecnologia; e33445Texto Livre; v. 14 n. 3 (2021): Texto Livre: Linguagem e Tecnologia; e334451983-3652reponame:Texto livreinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGenghttps://periodicos.ufmg.br/index.php/textolivre/article/view/33445/28183Copyright (c) 2021 Texto Livre: Linguagem e Tecnologiahttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessSoler Costa, Rebeca Tan, Qing Pivot, FrédériqueZhang, XiaokunWang, Harris2022-03-24T11:18:22Zoai:periodicos.ufmg.br:article/33445Revistahttp://www.periodicos.letras.ufmg.br/index.php/textolivrePUBhttps://periodicos.ufmg.br/index.php/textolivre/oairevistatextolivre@letras.ufmg.br1983-36521983-3652opendoar:2022-03-24T11:18:22Texto livre - Universidade Federal de Minas Gerais (UFMG)false
dc.title.none.fl_str_mv Personalized and adaptive learning: educational practice and technological impact
Aprendizagem personalizada e adaptativa: prática educativa e impacto tecnológico
title Personalized and adaptive learning: educational practice and technological impact
spellingShingle Personalized and adaptive learning: educational practice and technological impact
Soler Costa, Rebeca
Personalized learning
Adaptive learning
Learning barriers
Social responsibility
Aprendizagem personalizada
Aprendizagem adaptativa
Barreiras de aprendizagem
Responsabilidade social
title_short Personalized and adaptive learning: educational practice and technological impact
title_full Personalized and adaptive learning: educational practice and technological impact
title_fullStr Personalized and adaptive learning: educational practice and technological impact
title_full_unstemmed Personalized and adaptive learning: educational practice and technological impact
title_sort Personalized and adaptive learning: educational practice and technological impact
author Soler Costa, Rebeca
author_facet Soler Costa, Rebeca
Tan, Qing
Pivot, Frédérique
Zhang, Xiaokun
Wang, Harris
author_role author
author2 Tan, Qing
Pivot, Frédérique
Zhang, Xiaokun
Wang, Harris
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Soler Costa, Rebeca
Tan, Qing
Pivot, Frédérique
Zhang, Xiaokun
Wang, Harris
dc.subject.por.fl_str_mv Personalized learning
Adaptive learning
Learning barriers
Social responsibility
Aprendizagem personalizada
Aprendizagem adaptativa
Barreiras de aprendizagem
Responsabilidade social
topic Personalized learning
Adaptive learning
Learning barriers
Social responsibility
Aprendizagem personalizada
Aprendizagem adaptativa
Barreiras de aprendizagem
Responsabilidade social
description Education Technology advances many aspects of learning. More and more learning is taking place online. Learners’ learning behaviors, style, and performance can be easily profiled through learning analytics which collects their online learning footage. It enables and encourages educational research, learning software application development, and online education practices towards personalized and adaptive learning. As we continue to see personalized and adaptive learning progress, we must also pay attention to the negative impacts that feed into our research. In this paper, we present our introspection of personalized and adaptive learning and argue that it is the social and moral responsibility of educators and institutions to apply personalized and adaptive learning wisely in their education practice. Educators and institutions should also recognize the realistic diversities of individual students’ learning styles and variable learning progress, contextually dependent learning accessibility, and their correspondent support needs for the fine-grained learning activities. We argue that strategically balanced practices and innovated learning technology are crucial towards an optimized learning experience for the learners.
publishDate 2021
dc.date.none.fl_str_mv 2021-09-14
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/33445
10.35699/1983-3652.2021.33445
url https://periodicos.ufmg.br/index.php/textolivre/article/view/33445
identifier_str_mv 10.35699/1983-3652.2021.33445
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.ufmg.br/index.php/textolivre/article/view/33445/28183
dc.rights.driver.fl_str_mv Copyright (c) 2021 Texto Livre: Linguagem e Tecnologia
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2021 Texto Livre: Linguagem e Tecnologia
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 Federal de Minas Gerais
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv Texto Livre; Vol. 14 No. 3 (2021): Texto Livre: Linguagem e Tecnologia; e33445
Texto Livre; Vol. 14 Núm. 3 (2021): Texto Livre: Linguagem e Tecnologia; e33445
Texto Livre; Vol. 14 No 3 (2021): Texto Livre: Linguagem e Tecnologia; e33445
Texto Livre; v. 14 n. 3 (2021): Texto Livre: Linguagem e Tecnologia; e33445
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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