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Data on learners emotional states, mental responses and fuzzy learning flows during interaction with learning environment

The emotional state of the learner is an important factor that must be taken into consideration during evaluating learning process and managing learning flows in computer based learning environments. This factor has a significant impact on the process of interaction between the learner and the learn...

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Detalles Bibliográficos
Autores principales: Megahed, Mohammed, Asad, Ahmed, Mohammed, Ammar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6717156/
https://www.ncbi.nlm.nih.gov/pubmed/31485473
http://dx.doi.org/10.1016/j.dib.2019.104378
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author Megahed, Mohammed
Asad, Ahmed
Mohammed, Ammar
author_facet Megahed, Mohammed
Asad, Ahmed
Mohammed, Ammar
author_sort Megahed, Mohammed
collection PubMed
description The emotional state of the learner is an important factor that must be taken into consideration during evaluating learning process and managing learning flows in computer based learning environments. This factor has a significant impact on the process of interaction between the learner and the learning environment. Enriching this type of interaction make the learning flow more dynamic based on emotional and mental responses of the learners. This approach can manage various learning flows based on learner's capabilities which lead to enhance the learning process outcome. This article provides data on learners' emotional states during their interaction with learning environment and other data that describe their learning activities and learning flows. The learning activities data is a combination of data that represents summary of learners' emotional states and data that represents the mental responses per learning session. All of emotional states data and mental responses data are used to provide the next learning level for each learner using fuzzy rules. The datasets are hosted in the Mendeley Dataset Repository (Megahed, 2019).
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spelling pubmed-67171562019-09-04 Data on learners emotional states, mental responses and fuzzy learning flows during interaction with learning environment Megahed, Mohammed Asad, Ahmed Mohammed, Ammar Data Brief Computer Science The emotional state of the learner is an important factor that must be taken into consideration during evaluating learning process and managing learning flows in computer based learning environments. This factor has a significant impact on the process of interaction between the learner and the learning environment. Enriching this type of interaction make the learning flow more dynamic based on emotional and mental responses of the learners. This approach can manage various learning flows based on learner's capabilities which lead to enhance the learning process outcome. This article provides data on learners' emotional states during their interaction with learning environment and other data that describe their learning activities and learning flows. The learning activities data is a combination of data that represents summary of learners' emotional states and data that represents the mental responses per learning session. All of emotional states data and mental responses data are used to provide the next learning level for each learner using fuzzy rules. The datasets are hosted in the Mendeley Dataset Repository (Megahed, 2019). Elsevier 2019-08-12 /pmc/articles/PMC6717156/ /pubmed/31485473 http://dx.doi.org/10.1016/j.dib.2019.104378 Text en © 2019 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Computer Science
Megahed, Mohammed
Asad, Ahmed
Mohammed, Ammar
Data on learners emotional states, mental responses and fuzzy learning flows during interaction with learning environment
title Data on learners emotional states, mental responses and fuzzy learning flows during interaction with learning environment
title_full Data on learners emotional states, mental responses and fuzzy learning flows during interaction with learning environment
title_fullStr Data on learners emotional states, mental responses and fuzzy learning flows during interaction with learning environment
title_full_unstemmed Data on learners emotional states, mental responses and fuzzy learning flows during interaction with learning environment
title_short Data on learners emotional states, mental responses and fuzzy learning flows during interaction with learning environment
title_sort data on learners emotional states, mental responses and fuzzy learning flows during interaction with learning environment
topic Computer Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6717156/
https://www.ncbi.nlm.nih.gov/pubmed/31485473
http://dx.doi.org/10.1016/j.dib.2019.104378
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