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    Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10259/9308

    Título
    UBUMonitor: Desktop application for visual e-learning student clustering with Moodle
    Autor
    Marticorena Sánchez, RaúlAutoridad UBU Orcid
    López Nozal, CarlosAutoridad UBU Orcid
    Serrano Mamolar, AnaAutoridad UBU Orcid
    Olivares Gil, AliciaAutoridad UBU Orcid
    Publicado en
    SoftwareX. 2024, V. 26, 101727
    Editorial
    Elsevier
    Fecha de publicación
    2024-05
    ISSN
    2352-7110
    DOI
    10.1016/j.softx.2024.101727
    Resumo
    UBUMonitor is an open-source Java desktop tool designed to analyse student interactions and grades within courses in the Moodle learning management system. Its primary goal is to assist educational researchers in making informed decisions. The application offers flexible configuration of educational datasets, enabling educational researchers to customize features of their analyses based on filters such as time, participants, e-resources, e-forums and teaching e-activities. With a modular architecture developed iteratively in Github with 35 releases, UBUMonitor has demonstrated its usability in teaching through several published use cases. This paper focuses specifically on the student clustering module, which allows customization of course activity access and grading, supports multiple clustering algorithms, and incorporates techniques for validating both the optimal number of clusters and the quality of cluster result.
    Palabras clave
    Educational software
    Learning management systems
    Educational data clustering process
    Unsupervised machine learning
    E-learning analytic
    Materia
    Informática
    Computer science
    Enseñanza superior
    Education, Higher
    URI
    http://hdl.handle.net/10259/9308
    Versión del editor
    https://doi.org/10.1016/j.softx.2024.101727
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    Documento(s) sujeto(s) a una licencia Creative Commons Atribución-NoComercial 4.0 Internacional
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    Marticorena-softwareX_2024.pdf
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