A prediction model based on data mining to forecast the expectations of passing from a college student

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dc.contributor.authorAcosta de La Cruz, Pedro R.
dc.contributor.authorFlores Salinas, José A.
dc.contributor.authorMeza Pinto, Miguel A.
dc.contributor.authorTineo Córdova, Freddy C.
dc.date.accessioned2023-05-19T14:04:09Z
dc.date.available2023-05-19T14:04:09Z
dc.date.issued2016-10-26
dc.description.abstractThe present work has as objective to apply data mining techniques to develop a predictive model to forecast the chance of passing that will have a college student at the time of enrolling in a particular subject. Given that the academic record of the student can be known, and based on that information, we propose an Artificial Neural Network (ANN) that allows, using various configurations, to predict and assess our goal. The model has been applied to a compulsory subject of higher education of a University and given the results obtained. This model can be applied to any other subject analogous with satisfactory results.en_EN
dc.formatapplication/pdf
dc.identifier.citationAcosta de La Cruz, P. R., Flores Salinas, J. A., Meza Pinto, M. A., & Tineo Córdova, F. C. (2016). A prediction model based on data mining to forecast the expectations of passing from a college student. International Journal of Engineering Research & Technology, 5(10), 530-533. https://doi.org/10.17577/IJERTV5IS100394
dc.identifier.doihttps://doi.org/10.17577/IJERTV5IS100394
dc.identifier.urihttps://hdl.handle.net/20.500.12640/3399
dc.language.isoeng
dc.publisherESRSA Publications Pvt. Ltd.
dc.publisher.countryIN
dc.relation.ispartofurn:issn:2278-018
dc.relation.urihttps://www.ijert.org/research/a-prediction-model-based-on-data-mining-to-forecast-the-expectations-of-passing-from-a-college-student-IJERTV5IS100394.pdf
dc.rightsAttribution 4.0 International*
dc.rightsinfo:eu-repo/semantics/openAccesses_ES
dc.subjectArtificial neural networksen_EN
dc.subjectData miningen_EN
dc.subjectHigher educationen_EN
dc.subjectPredictive techniquesen_EN
dc.subjectRedes neuronales artificialeses_ES
dc.subjectMinería de datoses_ES
dc.subjectEducación superiores_ES
dc.subjectTécnicas predictivases_ES
dc.subject.ocdehttps://purl.org/pe-repo/ocde/ford#2.00.00
dc.titleA prediction model based on data mining to forecast the expectations of passing from a college studenten_EN
dc.typeinfo:eu-repo/semantics/article
dc.type.otherArtículo
dc.type.versioninfo:eu-repo/semantics/publishedVersion
local.author.orcidhttps://orcid.org/0000-0002-6771-3887
local.author.orcidorcid:meza
local.author.orcidhttps://orcid.org/0000-0002-0227-5564
oaire.citation.endPage533
oaire.citation.issue10
oaire.citation.startPage530
oaire.citation.titleInternational Journal of Engineering Research & Technology
oaire.citation.volume5
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