Fuzzy Soft Skills Assessment through Active Learning Sessions
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , |
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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Repositório Institucional da UNESP |
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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 |
|
_version_ |
1808129001040904192 |