Cargando…
Selection of suitable distance education platforms based on human–computer interaction criteria under fuzzy environment
The rapid spread of the COVID-19 pandemic has affected not only the health industry but also the education sector. E-learning systems have recently become a compulsory part of all education institutions, including schools, colleges, and universities worldwide because of the COVID-19 pandemic crisis....
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer London
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8762634/ https://www.ncbi.nlm.nih.gov/pubmed/35068704 http://dx.doi.org/10.1007/s00521-022-06935-w |
_version_ | 1784633803545772032 |
---|---|
author | Adem, Aylin Çakıt, Erman Dağdeviren, Metin |
author_facet | Adem, Aylin Çakıt, Erman Dağdeviren, Metin |
author_sort | Adem, Aylin |
collection | PubMed |
description | The rapid spread of the COVID-19 pandemic has affected not only the health industry but also the education sector. E-learning systems have recently become a compulsory part of all education institutions, including schools, colleges, and universities worldwide because of the COVID-19 pandemic crisis. The objectives of the current study were twofold: (1) to conduct an analytical approach for ranking of distance education platforms based on human–computer interaction criteria and (2) to identify the most appropriate distance learning platform for teaching and learning activities by using multi-criteria decision-making approaches. Selection criteria were grouped into human–computer interaction-related criteria, such as ease of use, possibility of causing mental workload, user-friendly interface design, presentation method, and interactivity. In the selection procedure, a spherical fuzzy extension of Analytical Hierarchy Process was utilized to identify the weights of selection criteria and to rank distance education platforms. The results revealed that the most important criterion was the possibility of causing mental workload while the most preferable e-learning system was identified as “A3”. |
format | Online Article Text |
id | pubmed-8762634 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer London |
record_format | MEDLINE/PubMed |
spelling | pubmed-87626342022-01-18 Selection of suitable distance education platforms based on human–computer interaction criteria under fuzzy environment Adem, Aylin Çakıt, Erman Dağdeviren, Metin Neural Comput Appl Original Article The rapid spread of the COVID-19 pandemic has affected not only the health industry but also the education sector. E-learning systems have recently become a compulsory part of all education institutions, including schools, colleges, and universities worldwide because of the COVID-19 pandemic crisis. The objectives of the current study were twofold: (1) to conduct an analytical approach for ranking of distance education platforms based on human–computer interaction criteria and (2) to identify the most appropriate distance learning platform for teaching and learning activities by using multi-criteria decision-making approaches. Selection criteria were grouped into human–computer interaction-related criteria, such as ease of use, possibility of causing mental workload, user-friendly interface design, presentation method, and interactivity. In the selection procedure, a spherical fuzzy extension of Analytical Hierarchy Process was utilized to identify the weights of selection criteria and to rank distance education platforms. The results revealed that the most important criterion was the possibility of causing mental workload while the most preferable e-learning system was identified as “A3”. Springer London 2022-01-17 2022 /pmc/articles/PMC8762634/ /pubmed/35068704 http://dx.doi.org/10.1007/s00521-022-06935-w Text en © The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2022 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 | Original Article Adem, Aylin Çakıt, Erman Dağdeviren, Metin Selection of suitable distance education platforms based on human–computer interaction criteria under fuzzy environment |
title | Selection of suitable distance education platforms based on human–computer interaction criteria under fuzzy environment |
title_full | Selection of suitable distance education platforms based on human–computer interaction criteria under fuzzy environment |
title_fullStr | Selection of suitable distance education platforms based on human–computer interaction criteria under fuzzy environment |
title_full_unstemmed | Selection of suitable distance education platforms based on human–computer interaction criteria under fuzzy environment |
title_short | Selection of suitable distance education platforms based on human–computer interaction criteria under fuzzy environment |
title_sort | selection of suitable distance education platforms based on human–computer interaction criteria under fuzzy environment |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8762634/ https://www.ncbi.nlm.nih.gov/pubmed/35068704 http://dx.doi.org/10.1007/s00521-022-06935-w |
work_keys_str_mv | AT ademaylin selectionofsuitabledistanceeducationplatformsbasedonhumancomputerinteractioncriteriaunderfuzzyenvironment AT cakıterman selectionofsuitabledistanceeducationplatformsbasedonhumancomputerinteractioncriteriaunderfuzzyenvironment AT dagdevirenmetin selectionofsuitabledistanceeducationplatformsbasedonhumancomputerinteractioncriteriaunderfuzzyenvironment |