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Comulang: towards a collaborative e-learning system that supports student group modeling
This paper describes an e-learning system that is expected to further enhance the educational process in computer-based tutoring systems by incorporating collaboration between students and work in groups. The resulting system is called “Comulang” while as a test bed for its effectiveness a multiple...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3755789/ https://www.ncbi.nlm.nih.gov/pubmed/24010044 http://dx.doi.org/10.1186/2193-1801-2-387 |
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author | Troussas, Christos Virvou, Maria Alepis, Efthimios |
author_facet | Troussas, Christos Virvou, Maria Alepis, Efthimios |
author_sort | Troussas, Christos |
collection | PubMed |
description | This paper describes an e-learning system that is expected to further enhance the educational process in computer-based tutoring systems by incorporating collaboration between students and work in groups. The resulting system is called “Comulang” while as a test bed for its effectiveness a multiple language learning system is used. Collaboration is supported by a user modeling module that is responsible for the initial creation of student clusters, where, as a next step, working groups of students are created. A machine learning clustering algorithm works towards group formatting, so that co-operations between students from different clusters are attained. One of the resulting system’s basic aims is to provide efficient student groups whose limitations and capabilities are well balanced. |
format | Online Article Text |
id | pubmed-3755789 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-37557892013-09-04 Comulang: towards a collaborative e-learning system that supports student group modeling Troussas, Christos Virvou, Maria Alepis, Efthimios Springerplus Research This paper describes an e-learning system that is expected to further enhance the educational process in computer-based tutoring systems by incorporating collaboration between students and work in groups. The resulting system is called “Comulang” while as a test bed for its effectiveness a multiple language learning system is used. Collaboration is supported by a user modeling module that is responsible for the initial creation of student clusters, where, as a next step, working groups of students are created. A machine learning clustering algorithm works towards group formatting, so that co-operations between students from different clusters are attained. One of the resulting system’s basic aims is to provide efficient student groups whose limitations and capabilities are well balanced. Springer International Publishing 2013-08-15 /pmc/articles/PMC3755789/ /pubmed/24010044 http://dx.doi.org/10.1186/2193-1801-2-387 Text en © Troussas et al.; licensee Springer. 2013 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Troussas, Christos Virvou, Maria Alepis, Efthimios Comulang: towards a collaborative e-learning system that supports student group modeling |
title | Comulang: towards a collaborative e-learning system that supports student group modeling |
title_full | Comulang: towards a collaborative e-learning system that supports student group modeling |
title_fullStr | Comulang: towards a collaborative e-learning system that supports student group modeling |
title_full_unstemmed | Comulang: towards a collaborative e-learning system that supports student group modeling |
title_short | Comulang: towards a collaborative e-learning system that supports student group modeling |
title_sort | comulang: towards a collaborative e-learning system that supports student group modeling |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3755789/ https://www.ncbi.nlm.nih.gov/pubmed/24010044 http://dx.doi.org/10.1186/2193-1801-2-387 |
work_keys_str_mv | AT troussaschristos comulangtowardsacollaborativeelearningsystemthatsupportsstudentgroupmodeling AT virvoumaria comulangtowardsacollaborativeelearningsystemthatsupportsstudentgroupmodeling AT alepisefthimios comulangtowardsacollaborativeelearningsystemthatsupportsstudentgroupmodeling |