Personalized and adaptive learning: educational practice and technological impact
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Data de Publicação: | 2021 |
Outros Autores: | , , , |
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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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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1799711143455883264 |