Deep FM-based predictive model for student dropout in online classes

NM Alruwais - IEEE Access, 2023 - ieeexplore.ieee.org
The student's high dropout rate is a severe issue in online learning courses. As a result, it is
creating concerns for academics and administrators in the field of education. A practical …

Comparison of predictive models with balanced classes using the SMOTE method for the forecast of student dropout in higher education

V Flores, S Heras, V Julian - Electronics, 2022 - mdpi.com
Based on the premise that university student dropout is a social problem in the university
ecosystem of any country, technological leverage is a way that allows us to build …

Fostering Equity in Rural Education: a Literature Review on Student Dropout and Retention Strategies

EDA Muro, LAS Álvarez… - … Gestão Social e …, 2024 - rgsa.openaccesspublications.org
Purpose: The purpose of the study was to analyze the causes of student dropout in rural
universities. The objective was to understand a complex phenomenon that represents a …

[HTML][HTML] Caracterización de los programas académicos y determinación de las variables que afectan el rendimiento de los estudiantes en el Colegio de Estudios …

E Cayón, JS Correa, LE Scarpetta - Formación universitaria, 2021 - SciELO Chile
El presente estudio identifica las variables que tienen mayor influencia en el rendimiento
académico y, por lo tanto, pueden ser predictores de la deserción estudiantil en el Colegio …

Does student aid make a degree more likely? Evidence of the permanence scholarship program from survival models

PTF e Silva, LMB Sampaio - International Journal of Educational …, 2023 - Elsevier
Abstract The Permanence Scholarship Program (PSP) is one of the main Brazilian student
assistance policies, aiming to prevent low-income students from dropping out of higher …

[PDF][PDF] Tipologías de estudiantes que permanecen y abandonan la Universidad: aproximación comprensiva desde el currículum y el proyecto de vida

GR Fonseca-Grandón, J Gabalán-Coello… - … Católica del Norte, 2022 - redalyc.org
La deserción estudiantil es uno de los temas que más inquieta a las instituciones de
educación superior, razón por la cual intentan caracterizar a su población estudiantil como …

Enhancing Student Retention in Higher Education: A Fuzzy Logic Approach to Prescriptive Analytics

NB Fuentes, LS Feliscuzo… - 2024 IEEE 7th …, 2024 - ieeexplore.ieee.org
Prescriptive analytics is used in this study to evaluate the need for intervention support
programs that target students at risk of dropping out. It makes use of a fuzzy logic-based …

Essays on permanence policies for sutdents of brazilian higher education: evaluation of the Permanence Scholarship Program

PTF Silva - 2022 - bdtd.ibict.br
A evasão no ensino superior é uma questão de interesse mundial e, para reduzi-la, foram
criadas diversas políticas de incentivo à permanência de estudantes nas universidades. No …

Factores que inciden en la deserción estudiantil en la unidad académica de Ciencias Sociales de la Universidad Católica de Cuenca

JMC Matute, AV Franco, JIT Segarra - ConcienciaDigital, 2023 - cienciadigital.org
Introducción: Se ha evidenciado factores relacionados en la deserción estudiantil en
estudiantes de la Unidad Académica de Ciencias Sociales, estas son; problemas …

[PDF][PDF] Maximizing Student Retention using Supervised Models Informed by Student Counseling Data.

JAR Ramirez, O García-Bedoya, I Galpin - ICAI Workshops, 2022 - ceur-ws.org
Student retention is one main challenge faced by higher education institutions in Colombia.
Over recent years, there has been an increasing trend of students dropping out of university …