Show simple item record

dc.creatorLa Red Martínez, David Luis
dc.creatorKaranik, Marcelo
dc.creatorGiovaninni, Mirta Eve
dc.creatorScappini, Reinaldo
dc.date.accessioned2016-09-28T12:58:09Z
dc.date.available2016-09-28T12:58:09Z
dc.date.issued2016-05-02
dc.identifier.issn1690-4524es_ES
dc.identifier.urihttp://hdl.handle.net/20.500.12272/1031
dc.description.abstractStudents completing the courses required to become an Engineer in Information Systems in the Resistencia Regional Faculty, National Technological University, Argentine (UTN-FRRe), face the challenge of attending classes and fulfilling course regularization requirements, often for correlative courses. Such is the case of freshmen's course Algorithms and Data Structures: it must be regularized in order to be able to attend several second and third year courses. Based on the results of the project entitled “Profiling of students and academic performance through the use of data mining”, 25/L059 - UTI1719, implemented in the aforementioned course (in 2013-2015), a new project has started, aimed to take the descriptive analysis (what happened) as a starting point, and use advanced analytics, trying to explain the why, the what will happen, and how we can address it. Different data mining tools will be used for the study: clustering, neural networks, Bayesian networks, decision trees, regression and time series, etc. These tools allow differentes_ES
dc.formatapplication/pdf
dc.language.isoenges_ES
dc.relationhttp://www.iiisci.org/journal/CV$/sci/pdfs/SA751ET16.pdfes_ES
dc.rightsinfo:eu-repo/semantics/openAccesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/us/*
dc.subjectacademic performancees_ES
dc.subjectdata warehouseses_ES
dc.subjectdata mininges_ES
dc.subjectpredictive modelses_ES
dc.titleTowards to a predictive model of academic performance using data mining in the UTN-FRRees_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.description.affiliationFil: La Red Martínez, David Luis. Universidad Tecnológica Nacional. Facultad Regional Resistencia. Grupo de Investigación Educativa sobre Ingeniería; Argentina
dc.description.affiliationFil: Karanik, Marcelo. Universidad Tecnológica Nacional. Facultad Regional Resistencia. Grupo de Investigación Educativa sobre Ingeniería; Argentina
dc.description.affiliationFil: Giovaninni, Mirta Eve. Universidad Tecnológica Nacional. Facultad Regional Resistencia. Grupo de Investigación Educativa sobre Ingeniería; Argentina
dc.description.affiliationFil: Scappini, Reinaldo. Universidad Tecnológica Nacional. Facultad Regional Resistencia. Grupo de Investigación Educativa sobre Ingeniería; Argentina
dc.description.peerreviewedPeer Reviewedes_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES
dc.type.snrdinfo:ar-repo/semantics/artículoes_ES
dc.rights.useAcceso Abiertoes_ES
dc.rights.useAttribution-NonCommercial-NoDerivs 3.0 United States*


Files in this item

Thumbnail
Thumbnail

This item appears in the following Collection(s)

Show simple item record

info:eu-repo/semantics/openAccess
Except where otherwise noted, this item's license is described as info:eu-repo/semantics/openAccess