Listar Grupo UTN GIESIN - Difusión Científica - Artículos de Revista por autor "La Red Martínez, David Luis"
Mostrando ítems 1-8 de 8
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Academic performance problems : a predictive data mining-based model
La Red Martínez, David Luis; Giovannini, Mirtha; Báez, María Eugenia; Torre, Juliana; Yaccuzzi, Nelson (2017-04-01)Often times, universities are not able to deal with the variety of factors that may affect the academic performance of students. This kind of situation generates the need for tools that establish academic performance ... -
Academic performance profiles : a descriptive model based on data mining
La Red Martínez, David Luis; Karanik, Marcelo; Giovaninni, Mirta Eve; Pinto, Noelia (2015-03-10)Academic performance is a critical factor considering that poor academic performance is often associated with a high attrition rate. This has been observed in subjects of the first level of Information Systems Engineering ... -
Academic performance profiles : an intelligent predictive model based on data mining
La Red Martínez, David Luis; Giovannini, Mirtha; Karanik, Marcelo (2018-12-01)It is well known that academic achievement is one of the key aspects in the development of educational activities and it strongly determines the chances of success during and after a university career. It is therefore ... -
Descubrimiento de perfiles de rendimiento estudiantil : un modelo de integración de datos académicos y socioeconómicos
La Red Martínez, David Luis; Karanik, Marcelo; Giovannini, Mirtha; Báez, María Eugenia; Torre, Juliana (2016-10-01)Uno de los mayores problemas que enfrentan las universidades en Argentina, y que cada día toma mayor relevancia, es la alta tasa de deserción estudiantil, la cual se ve reflejada en el número de graduados, que en algunos ... -
Educational data mining : an experience in UTN FRRe
La Red Martínez, David Luis; Giovannini, Mirtha; Báez, María Eugenia; Torre, Juliana; Yaccuzzi, Nelson (2018-03-13)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 ... -
Perfiles de rendimiento académico : un modelo basado en minería de datos
La Red Martínez, David Luis; Karanik, Marcelo; Giovaninni, Mirta Eve; Pinto, Noelia (2015-03-01)El rendimiento académico es un factor crítico teniendo en cuenta que, frecuentemente, el bajo rendimiento académico está asociado a una alta tasa de deserción. Esto se ha observado en asignaturas del primer nivel de la ... -
Predicción del rendimiento académico con minería de datos buscando reducir el bajo rendimiento académico en asignatura de la UTN – FRRe
La Red Martínez, David Luis; Giovannini, Mirtha; Scappini, Reinaldo (2017-11-02)A menudo, las universidades no son capaces de lidiar con la variedad de factores que pueden afectar el rendimiento académico de los estudiantes. Este tipo de situación genera la necesidad de herramientas que determinen ... -
Towards to a predictive model of academic performance using data mining in the UTN-FRRe
La Red Martínez, David Luis; Karanik, Marcelo; Giovaninni, Mirta Eve; Scappini, Reinaldo (2016-05-02)Students 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 ...