Bringing underused learning objects to the light: a multi-agent based approach

Detalhes bibliográficos
Autor(a) principal: Behr, André
Data de Publicação: 2022
Outros Autores: Cscalho, José, Mendes, Armando B., Guerra, Hélia, Cavique, Luís, Trigo, Paulo, Coelho, Helder, Vicari, Rosa
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.2/12903
Resumo: The digital learning transformation brings the extension of the traditional libraries to online repositories. Learning object repositories are employed to deliver several functionalities related to the learning object’s lifecycle. However, these educational resources usually are not described effectively, lacking, for example, educational metadata and learning goals. Then, metadata incompleteness limits the quality of the services, such as search and recommendation, resulting in educational objects that do not have a proper role in teaching/learning environments. This work proposes to bring an active role to all educational resources, acting on the analysis generated from the usage statistics. To achieve this goal, we created a multi-agent architecture that complements the common repository’s functionalities to improve learning and teaching experiences. We intend to use this architecture on a repository focused on ocean literacy learning objects. This paper presents some steps toward this goal by enhancing, when needed, the repository to adapt itself.
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spelling Bringing underused learning objects to the light: a multi-agent based approachMulti-agent systemsRepositoriesMetadataLearning objectsThe digital learning transformation brings the extension of the traditional libraries to online repositories. Learning object repositories are employed to deliver several functionalities related to the learning object’s lifecycle. However, these educational resources usually are not described effectively, lacking, for example, educational metadata and learning goals. Then, metadata incompleteness limits the quality of the services, such as search and recommendation, resulting in educational objects that do not have a proper role in teaching/learning environments. This work proposes to bring an active role to all educational resources, acting on the analysis generated from the usage statistics. To achieve this goal, we created a multi-agent architecture that complements the common repository’s functionalities to improve learning and teaching experiences. We intend to use this architecture on a repository focused on ocean literacy learning objects. This paper presents some steps toward this goal by enhancing, when needed, the repository to adapt itself.Repositório AbertoBehr, AndréCscalho, JoséMendes, Armando B.Guerra, HéliaCavique, LuísTrigo, PauloCoelho, HelderVicari, Rosa2023-01-03T09:49:00Z20222022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.2/12903eng10.1007/978-3-031-16474-3_61info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-16T15:43:36Zoai:repositorioaberto.uab.pt:10400.2/12903Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:51:58.260734Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Bringing underused learning objects to the light: a multi-agent based approach
title Bringing underused learning objects to the light: a multi-agent based approach
spellingShingle Bringing underused learning objects to the light: a multi-agent based approach
Behr, André
Multi-agent systems
Repositories
Metadata
Learning objects
title_short Bringing underused learning objects to the light: a multi-agent based approach
title_full Bringing underused learning objects to the light: a multi-agent based approach
title_fullStr Bringing underused learning objects to the light: a multi-agent based approach
title_full_unstemmed Bringing underused learning objects to the light: a multi-agent based approach
title_sort Bringing underused learning objects to the light: a multi-agent based approach
author Behr, André
author_facet Behr, André
Cscalho, José
Mendes, Armando B.
Guerra, Hélia
Cavique, Luís
Trigo, Paulo
Coelho, Helder
Vicari, Rosa
author_role author
author2 Cscalho, José
Mendes, Armando B.
Guerra, Hélia
Cavique, Luís
Trigo, Paulo
Coelho, Helder
Vicari, Rosa
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório Aberto
dc.contributor.author.fl_str_mv Behr, André
Cscalho, José
Mendes, Armando B.
Guerra, Hélia
Cavique, Luís
Trigo, Paulo
Coelho, Helder
Vicari, Rosa
dc.subject.por.fl_str_mv Multi-agent systems
Repositories
Metadata
Learning objects
topic Multi-agent systems
Repositories
Metadata
Learning objects
description The digital learning transformation brings the extension of the traditional libraries to online repositories. Learning object repositories are employed to deliver several functionalities related to the learning object’s lifecycle. However, these educational resources usually are not described effectively, lacking, for example, educational metadata and learning goals. Then, metadata incompleteness limits the quality of the services, such as search and recommendation, resulting in educational objects that do not have a proper role in teaching/learning environments. This work proposes to bring an active role to all educational resources, acting on the analysis generated from the usage statistics. To achieve this goal, we created a multi-agent architecture that complements the common repository’s functionalities to improve learning and teaching experiences. We intend to use this architecture on a repository focused on ocean literacy learning objects. This paper presents some steps toward this goal by enhancing, when needed, the repository to adapt itself.
publishDate 2022
dc.date.none.fl_str_mv 2022
2022-01-01T00:00:00Z
2023-01-03T09:49:00Z
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.2/12903
url http://hdl.handle.net/10400.2/12903
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1007/978-3-031-16474-3_61
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instacron:RCAAP
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repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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