Fuzzy Soft Skills Assessment through Active Learning Sessions

Detalhes bibliográficos
Autor(a) principal: Novais, André Seixas de
Data de Publicação: 2023
Outros Autores: Matelli, José Alexandre [UNESP], Silva, Messias Borges [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1007/s40593-023-00332-7
http://hdl.handle.net/11449/248811
Resumo: This research aims to present a Fuzzy Expert System with psychologist expertise that seeks to assist professors, researchers and educational institutions in assessing the level of incorporation of students’ Soft Skills while attending Active Learning sessions. The difficulties encountered by higher education institutions, researchers and professors in evaluating subjective and behavioral components, such as Soft Skills, was one of the problems that motivated the undertaking of this research. The theoretical framework on which this work is based includes the development and evaluation of Soft Skills in students, some concepts and characteristics about Active Learning and the main attributes and properties of Fuzzy Logic. This research is of an exploratory applied nature, a qualitative and quantitative approach is proposed, in which the methodological triangulation between the bibliographic analysis, the case study and the modeling and implementation of the expert system called Fuzzy Soft Skills Assessment was used to achieve the objective proposed.
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spelling Fuzzy Soft Skills Assessment through Active Learning SessionsActive LearningAssessmentFSSAFuzzySoft SkillsThis research aims to present a Fuzzy Expert System with psychologist expertise that seeks to assist professors, researchers and educational institutions in assessing the level of incorporation of students’ Soft Skills while attending Active Learning sessions. The difficulties encountered by higher education institutions, researchers and professors in evaluating subjective and behavioral components, such as Soft Skills, was one of the problems that motivated the undertaking of this research. The theoretical framework on which this work is based includes the development and evaluation of Soft Skills in students, some concepts and characteristics about Active Learning and the main attributes and properties of Fuzzy Logic. This research is of an exploratory applied nature, a qualitative and quantitative approach is proposed, in which the methodological triangulation between the bibliographic analysis, the case study and the modeling and implementation of the expert system called Fuzzy Soft Skills Assessment was used to achieve the objective proposed.Federal Institute of Rio de Janeiro Department of Teaching, Antonio Barreiros St., 212, Nossa Senhora das Graças, Rio de JaneiroSão Paulo State University (Unesp) School of Engineering and Sciences Department of Chemistry and Energy Guaratinguetá, Dr. Ariberto Pereira da Cunha Ave., 333, Portal das Colinas, São PauloSão Paulo State University (Unesp) School of Engineering and Sciences Department of Production Guaratinguetá, Dr. Ariberto Pereira da Cunha Ave., 333, Portal das Colinas, São PauloSão Paulo State University (Unesp) School of Engineering and Sciences Department of Chemistry and Energy Guaratinguetá, Dr. Ariberto Pereira da Cunha Ave., 333, Portal das Colinas, São PauloSão Paulo State University (Unesp) School of Engineering and Sciences Department of Production Guaratinguetá, Dr. Ariberto Pereira da Cunha Ave., 333, Portal das Colinas, São PauloFederal Institute of Rio de JaneiroUniversidade Estadual Paulista (UNESP)Novais, André Seixas deMatelli, José Alexandre [UNESP]Silva, Messias Borges [UNESP]2023-07-29T13:54:22Z2023-07-29T13:54:22Z2023-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1007/s40593-023-00332-7International Journal of Artificial Intelligence in Education.1560-43061560-4292http://hdl.handle.net/11449/24881110.1007/s40593-023-00332-72-s2.0-85159067848Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengInternational Journal of Artificial Intelligence in Educationinfo:eu-repo/semantics/openAccess2024-07-02T17:37:07Zoai:repositorio.unesp.br:11449/248811Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T18:56:23.171490Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Fuzzy Soft Skills Assessment through Active Learning Sessions
title Fuzzy Soft Skills Assessment through Active Learning Sessions
spellingShingle Fuzzy Soft Skills Assessment through Active Learning Sessions
Novais, André Seixas de
Active Learning
Assessment
FSSA
Fuzzy
Soft Skills
title_short Fuzzy Soft Skills Assessment through Active Learning Sessions
title_full Fuzzy Soft Skills Assessment through Active Learning Sessions
title_fullStr Fuzzy Soft Skills Assessment through Active Learning Sessions
title_full_unstemmed Fuzzy Soft Skills Assessment through Active Learning Sessions
title_sort Fuzzy Soft Skills Assessment through Active Learning Sessions
author Novais, André Seixas de
author_facet Novais, André Seixas de
Matelli, José Alexandre [UNESP]
Silva, Messias Borges [UNESP]
author_role author
author2 Matelli, José Alexandre [UNESP]
Silva, Messias Borges [UNESP]
author2_role author
author
dc.contributor.none.fl_str_mv Federal Institute of Rio de Janeiro
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Novais, André Seixas de
Matelli, José Alexandre [UNESP]
Silva, Messias Borges [UNESP]
dc.subject.por.fl_str_mv Active Learning
Assessment
FSSA
Fuzzy
Soft Skills
topic Active Learning
Assessment
FSSA
Fuzzy
Soft Skills
description This research aims to present a Fuzzy Expert System with psychologist expertise that seeks to assist professors, researchers and educational institutions in assessing the level of incorporation of students’ Soft Skills while attending Active Learning sessions. The difficulties encountered by higher education institutions, researchers and professors in evaluating subjective and behavioral components, such as Soft Skills, was one of the problems that motivated the undertaking of this research. The theoretical framework on which this work is based includes the development and evaluation of Soft Skills in students, some concepts and characteristics about Active Learning and the main attributes and properties of Fuzzy Logic. This research is of an exploratory applied nature, a qualitative and quantitative approach is proposed, in which the methodological triangulation between the bibliographic analysis, the case study and the modeling and implementation of the expert system called Fuzzy Soft Skills Assessment was used to achieve the objective proposed.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-29T13:54:22Z
2023-07-29T13:54:22Z
2023-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1007/s40593-023-00332-7
International Journal of Artificial Intelligence in Education.
1560-4306
1560-4292
http://hdl.handle.net/11449/248811
10.1007/s40593-023-00332-7
2-s2.0-85159067848
url http://dx.doi.org/10.1007/s40593-023-00332-7
http://hdl.handle.net/11449/248811
identifier_str_mv International Journal of Artificial Intelligence in Education.
1560-4306
1560-4292
10.1007/s40593-023-00332-7
2-s2.0-85159067848
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv International Journal of Artificial Intelligence in Education
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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