2026-04-20T02:44:00Zhttps://riubu.ubu.es/oai/requestoai:riubu.ubu.es:10259/93082024-06-21T00:05:14Zcom_10259_5377com_10259_5086com_10259_2604com_10259_4219col_10259_5378col_10259_4220
Repositorio Institucional de la Universidad de Burgos
author
Marticorena Sánchez, Raúl
author
López Nozal, Carlos
author
Serrano Mamolar, Ana
author
Olivares Gil, Alicia
2024-06-20T12:02:07Z
2024-06-20T12:02:07Z
2024-05
2352-7110
http://hdl.handle.net/10259/9308
10.1016/j.softx.2024.101727
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.
eng
Atribución-NoComercial 4.0 Internacional
Educational software
Learning management systems
Educational data clustering process
Unsupervised machine learning
E-learning analytic
UBUMonitor: Desktop application for visual e-learning student clustering with Moodle
info:eu-repo/semantics/article
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URL
https://riubu.ubu.es/bitstream/10259/9308/1/Marticorena-softwareX_2024.pdf
File
MD5
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application/pdf
Marticorena-softwareX_2024.pdf