Educational data mining: An experience in UTN FRRe

This paper proposes the use of Data Warehousing and Data Mining techniques on performance, social, economic, demographic and cultural data from students who took “Algorithms and Data Structures”, which is a subject in the Information Systems Engineering curricula at UTN-FRRe (Resistencia, Chaco, Arg...

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Autores principales: La Red Martínez, David Luis, Giovannini, Mirtha, Báez, María Eugenia, Torre, Juliana, Yaccuzzi, Nelson
Formato: Artículo publishedVersion
Lenguaje:Inglés
Inglés
Publicado: 2020
Materias:
academic performance
educational data mining
predictive data mining
higher education
course assessment
student assessment
Acceso en línea:http://hdl.handle.net/20.500.12272/4440
Aporte de:
RIA - Repositorio Institucional Abierto (UTN) de Universidad Tecnológica Nacional
id I68-R174-20.500.12272-4440
record_format dspace
institution Universidad Tecnológica Nacional
institution_str I-68
repository_str R-174
collection RIA - Repositorio Institucional Abierto (UTN)
language Inglés
Inglés
topic academic performance
educational data mining
predictive data mining
higher education
course assessment
student assessment
spellingShingle academic performance
educational data mining
predictive data mining
higher education
course assessment
student assessment
La Red Martínez, David Luis
Giovannini, Mirtha
Báez, María Eugenia
Torre, Juliana
Yaccuzzi, Nelson
Educational data mining: An experience in UTN FRRe
topic_facet academic performance
educational data mining
predictive data mining
higher education
course assessment
student assessment
description This paper proposes the use of Data Warehousing and Data Mining techniques on performance, social, economic, demographic and cultural data from students who took “Algorithms and Data Structures”, which is a subject in the Information Systems Engineering curricula at UTN-FRRe (Resistencia, Chaco, Argentina), to establish generic academic performance profiles.
format Artículo
publishedVersion
author La Red Martínez, David Luis
Giovannini, Mirtha
Báez, María Eugenia
Torre, Juliana
Yaccuzzi, Nelson
author_facet La Red Martínez, David Luis
Giovannini, Mirtha
Báez, María Eugenia
Torre, Juliana
Yaccuzzi, Nelson
author_sort La Red Martínez, David Luis
title Educational data mining: An experience in UTN FRRe
title_short Educational data mining: An experience in UTN FRRe
title_full Educational data mining: An experience in UTN FRRe
title_fullStr Educational data mining: An experience in UTN FRRe
title_full_unstemmed Educational data mining: An experience in UTN FRRe
title_sort educational data mining: an experience in utn frre
publishDate 2020
url http://hdl.handle.net/20.500.12272/4440
work_keys_str_mv AT laredmartinezdavidluis educationaldatamininganexperienceinutnfrre
AT giovanninimirtha educationaldatamininganexperienceinutnfrre
AT baezmariaeugenia educationaldatamininganexperienceinutnfrre
AT torrejuliana educationaldatamininganexperienceinutnfrre
AT yaccuzzinelson educationaldatamininganexperienceinutnfrre
bdutipo_str Repositorios
_version_ 1764820551821426689

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