Educational data mining to predict students' academic performance: A survey study

S Batool, J Rashid, MW Nisar, J Kim, HY Kwon… - Education and …, 2023 - Springer
Educational data mining is an emerging interdisciplinary research area involving both
education and informatics. It has become an imperative research area due to many …

[PDF][PDF] A review on the prediction of students' academic performance using ensemble methods.

LE Contreras Bravo, JA Caro Silva… - Ingeniería …, 2022 - revistas.ucc.edu.co
Introduction: This article is a product of the research “Ensemble methods to estimate the
academic performance of higher education students”, developed at the Universidad Distrital …

Exploring statistical approaches for predicting student dropout in education: a systematic review and meta-analysis

RG Venkatesan, D Karmegam… - Journal of Computational …, 2023 - Springer
Student dropout is non-attendance from school or college for an extended period for no
apparent cause. Tending to this issue necessitates a careful comprehension of the basic …

Implementation of a predictive information system for university dropout prevention

S Guzmán-Castillo, F Körner, JI Pantoja-García… - Procedia Computer …, 2022 - Elsevier
The dropout of university students is one of the topics of a broad interest in higher education
institutions and government education departments. Recent changes in education methods …

[HTML][HTML] E-learning at-risk group prediction considering the semester and realistic factors

C Zhang, H Ahn - Education Sciences, 2023 - mdpi.com
This study focused on predicting at-risk groups of students at the Open University (OU), a UK
university that offers distance-learning courses and adult education. The research was …

Predikciós-modellalkotás a hallgatói lemorzsolódás korai azonosítása érdekében a felsőoktatási intézményekben elérhető adatok alapján

B Duráczky - 2023 - phd.lib.uni-corvinus.hu
Az értekezés a hazai felsőoktatásra jellemző magas lemorzsolódási aránnyal kapcsolatos
diskurzusba kapcsolódik be adatbányász módszertan alkalmazásával. Az értékezés …

Modelling time-to-dropout via shared frailty Cox models. A trade-off between accurate and early predictions

C Masci, M Cannistrà, P Mussida - Studies in Higher Education, 2024 - Taylor & Francis
This paper investigates the student dropout phenomenon in a technical Italian university
from a time-to-event perspective. Shared frailty Cox time-dependent models are applied to …

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 …

Análisis del rendimiento académico mediante técnicas de aprendizaje automático con métodos de ensamble

LEC Bravo, HJF López, ER Trujilllo - Revista Boletín Redipe, 2021 - revista.redipe.org
En los últimos años el campo educativo se ha visto permeado por modelos y algoritmos de
análisis de datos que pretenden la búsqueda de conocimiento a partir de los datos para …

[HTML][HTML] Una revisión sobre la predicción del rendimiento académico mediante métodos de ensamble

DLM Rodríguez, JAC Silva, LEC Bravo - Ingeniería Solidaria, 2022 - revistas.ucc.edu.co
Introducción: El presente artículo es producto de la investigación “Métodos de ensamble
para estimar el ren-dimiento académico de estudiantes de educación superior” …