The use of artificial intelligence for people with disabilities considering aspects of intellectual property

Detalhes bibliográficos
Autor(a) principal: Ventura Marques, Adriano
Data de Publicação: 2024
Outros Autores: Silva, Gabriel Francisco da, Santos, José Osman dos
Tipo de documento: Artigo
Idioma: por
Título da fonte: Educação
Texto Completo: https://revistaseletronicas.pucrs.br/ojs/index.php/faced/article/view/44691
Resumo: This article discusses the use of AI within the scope of intellectual property and Education 4.0 applied to individuals with intellectual disabilities. It aims to analyze the positive and negative perspectives of the use of this technology due to the significant increase in its use in recent years. Thus, the impact of AI-induced changes in Education 4.0 may be substantial. Still, they are not yet easily discernible, requiring an in-depth analysis to fully understand the impact of these changes in education driven by artificial intelligence. This research is based on the theoretical areas of Educational Technology and Machine Learning. The explorations were identified based on bibliometric parameters and research into already published materials (books, articles, theses, and dissertations) in the SciELO and Google Scholar databases to understand the development path of AI in the two spheres above. In analyzing the results, a classification of intelligent tutors is presented, namely, personalized adaptation, immediate feedback, continuous monitoring, interactivity and engagement, data analysis and statistics, adaptive learning, 24/7 access, multidisciplinary support, artificial and machine intelligence learning and integration with educational platforms, which permeate educational machine learning. In conclusion, this work aims to demonstrate that success in inclusion lies in recognizing students’ differences and considering them as a positive asset to promote the learning of all people with disabilities. Differences between students need to be identified to provide study opportunities. Therefore, AI in education is positioned as a resource that promotes autonomous learning without – or with little – geographic restrictions.
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spelling The use of artificial intelligence for people with disabilities considering aspects of intellectual propertyEl uso de inteligencia artificial para personas con discapacidad considerando aspectos de propiedad intelectualO uso da IA para pessoas com deficiência considerando aspectos da propriedade intelectualIntellectual Propertyintellectual disabilityEducation 4.0Propriedade IntelectualDeficiência Intelectualeducação 4.0This article discusses the use of AI within the scope of intellectual property and Education 4.0 applied to individuals with intellectual disabilities. It aims to analyze the positive and negative perspectives of the use of this technology due to the significant increase in its use in recent years. Thus, the impact of AI-induced changes in Education 4.0 may be substantial. Still, they are not yet easily discernible, requiring an in-depth analysis to fully understand the impact of these changes in education driven by artificial intelligence. This research is based on the theoretical areas of Educational Technology and Machine Learning. The explorations were identified based on bibliometric parameters and research into already published materials (books, articles, theses, and dissertations) in the SciELO and Google Scholar databases to understand the development path of AI in the two spheres above. In analyzing the results, a classification of intelligent tutors is presented, namely, personalized adaptation, immediate feedback, continuous monitoring, interactivity and engagement, data analysis and statistics, adaptive learning, 24/7 access, multidisciplinary support, artificial and machine intelligence learning and integration with educational platforms, which permeate educational machine learning. In conclusion, this work aims to demonstrate that success in inclusion lies in recognizing students’ differences and considering them as a positive asset to promote the learning of all people with disabilities. Differences between students need to be identified to provide study opportunities. Therefore, AI in education is positioned as a resource that promotes autonomous learning without – or with little – geographic restrictions.Este artículo analiza el uso de la IA en el ámbito de la propiedad intelectual y la Educación 4.0 aplicada a personas con discapacidad intelectual. Se pretende analizar las perspectivas positivas y negativas del uso de esta tecnología debido al importante incremento de su uso en los últimos años. Por lo tanto, el impacto de los cambios inducidos por la IA en la Educación 4.0 puede ser significativo, pero aún no son fácilmente discernibles, por lo que se requiere un análisis en profundidad para comprender plenamente el impacto de estos cambios en la educación impulsados por la inteligencia artificial. Esta investigación se fundamenta en las áreas teóricas de Tecnología Educativa y Aprendizaje Automático. Las exploraciones fueron identificadas a partir de parámetros bibliométricos e investigaciones de materiales ya publicados (libros, artículos, tesis y disertaciones) en las bases de datos SciELO y Google Scholar para comprender el camino de desarrollo de la IA en los dos ámbitos antes mencionados. Al analizar los resultados, se presenta una clasificación de tutores inteligentes, a saber, adaptación personalizada, retroalimentación inmediata, monitoreo continuo, interactividad y compromiso, análisis de datos y estadísticas, aprendizaje adaptativo, acceso 24 horas al día, 7 días a la semana, soporte multidisciplinario, aprendizaje con inteligencia artificial y automática y integración con plataformas educativas, que permean el aprendizaje automático educativo. En conclusión, este trabajo pretende demostrar que el éxito en la práctica de la inclusión radica en reconocer las diferencias de los estudiantes y considerarlas como un activo positivo para promover el aprendizaje de todas las personas con discapacidad. Es necesario identificar las diferencias entre los estudiantes para brindar oportunidades de estudio; Por tanto, la IA en educación se posiciona como un recurso que promueve el aprendizaje autónomo sin –o con pocas– restricciones geográficas.O presente artigo discute o uso da IA no âmbito da propriedade intelectual e da Educação 4.0 aplicada a indivíduos com deficiência intelectual. Objetiva analisar as perspectivas positivas e negativas do uso dessa tecnologia por conta do aumento significativo de sua utilização nos últimos anos. Assim, o impacto das mudanças induzidas pela IA na Educação 4.0 podem ser significativas, mas ainda não são facilmente discerníveis, sendo necessário uma análise aprofundada para compreender plenamente o impacto dessas mudanças na educação impulsionada pela inteligência artificial. Esta pesquisa está pautada nas áreas teóricas da Tecnologia da Educacional e Aprendizado de Máquina (machine learning). As explorações foram identificadas com base em parâmetros bibliométricos e pesquisas em materiais já publicados (livros, artigos, teses e dissertações) nas bases de dados SciELO e Google Acadêmico para entender o caminho de desenvolvimento da IA nas duas esferas citadas. Na análise dos resultados, é apresentada uma classificação dos tutores inteligentes, qual seja, adaptação personalizada, feedback imediato, monitoramento contínuo, interatividade e engajamento, análise de dados e estatísticas, aprendizagem adaptativa, acesso 24/7, suporte multidisciplinar, inteligência artificial e machine learning e integração com plataformas educacionais, que permeiam o aprendizado de máquina educacional. Em conclusão, este trabalho visa demonstrar que o sucesso para a prática de inclusão está em reconhecer as diferenças dos alunos e considerar como um ativo positivo para promover a aprendizagem de todas as pessoas com deficiência. As diferenças entre os alunos precisam ser identificadas para proporcionar oportunidades de estudo; por isso, a IA na educação se posiciona como um recurso que promove a aprendizagem autônoma sem – ou com pouca – restrição geográficaEditora da PUCRS - ediPUCRS2024-03-19info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistaseletronicas.pucrs.br/ojs/index.php/faced/article/view/4469110.15448/1981-2582.2024.1.44691Educação; Vol. 47 No. 1 (2024): Single Volume - Continuous flowEducação; Vol. 47 Núm. 1 (2024): Volumen Único - Flujo continuoEducação; v. 47 n. 1 (2024): Volume único - Fluxo contínuo1981-25820101-465X10.15448/1981-2582.2024.1.reponame:Educaçãoinstname:Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)instacron:PUC_RSporhttps://revistaseletronicas.pucrs.br/ojs/index.php/faced/article/view/44691/28500Copyright (c) 2024 Educaçãohttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessVentura Marques, AdrianoSilva, Gabriel Francisco daSantos, José Osman dos2024-03-19T17:38:07Zoai:ojs.revistaseletronicas.pucrs.br:article/44691Revistahttps://revistaseletronicas.pucrs.br/ojs/index.php/faced/indexONGhttps://revistaseletronicas.pucrs.br/ojs/index.php/faced/oaieditora.periodicos@pucrs.br||reveduc@pucrs.br1981-25820101-465Xopendoar:2024-03-19T17:38:07Educação - Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)false
dc.title.none.fl_str_mv The use of artificial intelligence for people with disabilities considering aspects of intellectual property
El uso de inteligencia artificial para personas con discapacidad considerando aspectos de propiedad intelectual
O uso da IA para pessoas com deficiência considerando aspectos da propriedade intelectual
title The use of artificial intelligence for people with disabilities considering aspects of intellectual property
spellingShingle The use of artificial intelligence for people with disabilities considering aspects of intellectual property
Ventura Marques, Adriano
Intellectual Property
intellectual disability
Education 4.0
Propriedade Intelectual
Deficiência Intelectual
educação 4.0
title_short The use of artificial intelligence for people with disabilities considering aspects of intellectual property
title_full The use of artificial intelligence for people with disabilities considering aspects of intellectual property
title_fullStr The use of artificial intelligence for people with disabilities considering aspects of intellectual property
title_full_unstemmed The use of artificial intelligence for people with disabilities considering aspects of intellectual property
title_sort The use of artificial intelligence for people with disabilities considering aspects of intellectual property
author Ventura Marques, Adriano
author_facet Ventura Marques, Adriano
Silva, Gabriel Francisco da
Santos, José Osman dos
author_role author
author2 Silva, Gabriel Francisco da
Santos, José Osman dos
author2_role author
author
dc.contributor.author.fl_str_mv Ventura Marques, Adriano
Silva, Gabriel Francisco da
Santos, José Osman dos
dc.subject.por.fl_str_mv Intellectual Property
intellectual disability
Education 4.0
Propriedade Intelectual
Deficiência Intelectual
educação 4.0
topic Intellectual Property
intellectual disability
Education 4.0
Propriedade Intelectual
Deficiência Intelectual
educação 4.0
description This article discusses the use of AI within the scope of intellectual property and Education 4.0 applied to individuals with intellectual disabilities. It aims to analyze the positive and negative perspectives of the use of this technology due to the significant increase in its use in recent years. Thus, the impact of AI-induced changes in Education 4.0 may be substantial. Still, they are not yet easily discernible, requiring an in-depth analysis to fully understand the impact of these changes in education driven by artificial intelligence. This research is based on the theoretical areas of Educational Technology and Machine Learning. The explorations were identified based on bibliometric parameters and research into already published materials (books, articles, theses, and dissertations) in the SciELO and Google Scholar databases to understand the development path of AI in the two spheres above. In analyzing the results, a classification of intelligent tutors is presented, namely, personalized adaptation, immediate feedback, continuous monitoring, interactivity and engagement, data analysis and statistics, adaptive learning, 24/7 access, multidisciplinary support, artificial and machine intelligence learning and integration with educational platforms, which permeate educational machine learning. In conclusion, this work aims to demonstrate that success in inclusion lies in recognizing students’ differences and considering them as a positive asset to promote the learning of all people with disabilities. Differences between students need to be identified to provide study opportunities. Therefore, AI in education is positioned as a resource that promotes autonomous learning without – or with little – geographic restrictions.
publishDate 2024
dc.date.none.fl_str_mv 2024-03-19
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv https://revistaseletronicas.pucrs.br/ojs/index.php/faced/article/view/44691
10.15448/1981-2582.2024.1.44691
url https://revistaseletronicas.pucrs.br/ojs/index.php/faced/article/view/44691
identifier_str_mv 10.15448/1981-2582.2024.1.44691
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://revistaseletronicas.pucrs.br/ojs/index.php/faced/article/view/44691/28500
dc.rights.driver.fl_str_mv Copyright (c) 2024 Educação
http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2024 Educação
http://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 Editora da PUCRS - ediPUCRS
publisher.none.fl_str_mv Editora da PUCRS - ediPUCRS
dc.source.none.fl_str_mv Educação; Vol. 47 No. 1 (2024): Single Volume - Continuous flow
Educação; Vol. 47 Núm. 1 (2024): Volumen Único - Flujo continuo
Educação; v. 47 n. 1 (2024): Volume único - Fluxo contínuo
1981-2582
0101-465X
10.15448/1981-2582.2024.1.
reponame:Educação
instname:Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)
instacron:PUC_RS
instname_str Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)
instacron_str PUC_RS
institution PUC_RS
reponame_str Educação
collection Educação
repository.name.fl_str_mv Educação - Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)
repository.mail.fl_str_mv editora.periodicos@pucrs.br||reveduc@pucrs.br
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