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Fuzzy Soft Skills Assessment through Active Learning Sessions
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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer New York
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10173942/ https://www.ncbi.nlm.nih.gov/pubmed/37359104 http://dx.doi.org/10.1007/s40593-023-00332-7 |
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author | Novais, André Seixas de Matelli, José Alexandre Silva, Messias Borges |
author_facet | Novais, André Seixas de Matelli, José Alexandre Silva, Messias Borges |
author_sort | Novais, André Seixas de |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-10173942 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer New York |
record_format | MEDLINE/PubMed |
spelling | pubmed-101739422023-05-14 Fuzzy Soft Skills Assessment through Active Learning Sessions Novais, André Seixas de Matelli, José Alexandre Silva, Messias Borges Int J Artif Intell Educ Article 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. Springer New York 2023-05-11 /pmc/articles/PMC10173942/ /pubmed/37359104 http://dx.doi.org/10.1007/s40593-023-00332-7 Text en © International Artificial Intelligence in Education Society 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Novais, André Seixas de Matelli, José Alexandre Silva, Messias Borges Fuzzy Soft Skills Assessment through Active Learning Sessions |
title | 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_short | Fuzzy Soft Skills Assessment through Active Learning Sessions |
title_sort | fuzzy soft skills assessment through active learning sessions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10173942/ https://www.ncbi.nlm.nih.gov/pubmed/37359104 http://dx.doi.org/10.1007/s40593-023-00332-7 |
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