A Systematic Literature Review of Indicators for the Understanding of Interactions in Virtual Learning Environments

dc.conference.date2018-12-12
dc.conference.placeLas Vegas
dc.conference.title2018 International Conference on Computational Science and Computational Intelligence (CSCI)
dc.contributor.authorGavilanes-Sagnay, Fredy
dc.contributor.authorLoza-Aguirre, Edison
dc.contributor.authorRiofrío-Luzcando, Diego
dc.contributor.authorSegura-Morales, Marco
dc.date.accessioned2026-02-25T08:53:38Z
dc.date.issued2018
dc.description.abstractVirtual Learning Environments (VLEs) are becoming an innovative e-learning alternative. However, the implementation of these platforms suffers, in practice, of several issues among which the understanding of interactions inside the learning environment is an outstanding challenge for improving student experience. In this systematic literature review, we classify indicators found on academic contributions according to three categories of interactions to which they can contribute: Agent, Frequency and Participation Mode. Our results highlight that most of indicators focus on explicit actions. However, an alternative approach based on the understanding of perceptions and motivations could lead to propose indicators to solve problems for which there is no visible solution. The results presented in this study give a head start for implementing learning analytics solutions that would allow pedagogical managers to improve students' experience on VLEs.
dc.description.departmentMétodos Cuantitativos
dc.identifier.citationF. Gavilanes-Sagnay, E. Loza-Aguirre, D. Riofrío-Luzcando and M. Segura-Morales, "A Systematic Literature Review of Indicators for the Understanding of Interactions in Virtual Learning Environments," 2018 International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, NV, USA, 2018, pp. 596-600, doi: 10.1109/CSCI46756.2018.00120.
dc.identifier.doi10.1109/CSCI46756.2018.00120
dc.identifier.isbn978-1-7281-1360-9
dc.identifier.urihttps://hdl.handle.net/20.500.14861/80
dc.language.isoeng
dc.page.final600
dc.page.initial596
dc.rights.accessRightsopen access
dc.subject.keywordVirtual Environments
dc.subject.keywordIndicators
dc.subject.keywordLearning Analytics
dc.subject.keywordData Mining
dc.subject.keywordEducational Platform
dc.titleA Systematic Literature Review of Indicators for the Understanding of Interactions in Virtual Learning Environments
dc.typeconference output

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