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dc.contributor.authorMarticorena Sánchez, Raúl 
dc.contributor.authorLópez Nozal, Carlos 
dc.contributor.authorSerrano Mamolar, Ana 
dc.contributor.authorOlivares Gil, Alicia 
dc.date.accessioned2024-06-20T12:02:07Z
dc.date.available2024-06-20T12:02:07Z
dc.date.issued2024-05
dc.identifier.issn2352-7110
dc.identifier.urihttp://hdl.handle.net/10259/9308
dc.description.abstractUBUMonitor 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.en
dc.description.sponsorshipA. Olivares-Gil is supported through Consejería de Educación of the Junta de Castilla y León and the European Social Fund through a pre-doctoral grant (EDU/875/2021).en
dc.format.mimetypeapplication/pdf
dc.language.isoenges
dc.publisherElsevieren
dc.relation.ispartofSoftwareX. 2024, V. 26, 101727en
dc.rightsAtribución-NoComercial 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/*
dc.subjectEducational softwareen
dc.subjectLearning management systemsen
dc.subjectEducational data clustering processen
dc.subjectUnsupervised machine learningen
dc.subjectE-learning analyticen
dc.subject.otherInformáticaes
dc.subject.otherComputer scienceen
dc.subject.otherEnseñanza superiores
dc.subject.otherEducation, Higheren
dc.titleUBUMonitor: Desktop application for visual e-learning student clustering with Moodleen
dc.typeinfo:eu-repo/semantics/articlees
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.relation.publisherversionhttps://doi.org/10.1016/j.softx.2024.101727es
dc.identifier.doi10.1016/j.softx.2024.101727
dc.journal.titleSoftwareXen
dc.volume.number26es
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersiones


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