Applications of learning analytics in high schools: A systematic literature review

EBG Sousa, B Alexandre, R Ferreira Mello… - Frontiers in Artificial …, 2021 - frontiersin.org
Learning analytics aims to analyze data from students and learning environments to support
learning at different levels. Although learning analytics is a recent field, it reached a high …

A data mining framework for reporting trends in the predictive contribution of factors related to educational achievement

RLC Silva Filho, K Brito, PJL Adeodato - Expert Systems with Applications, 2023 - Elsevier
Large-scale assessment (LSA) data analysis is a relevant mechanism used worldwide for
assessing educational achievement. Despite the leading role played by traditional statistics …

Fatores que podem interferir no desempenho de estudantes no ENEM: uma revisão sistemática da literatura

JF Dutra, JBF Júnior… - Revista Brasileira de …, 2023 - journals-sol.sbc.org.br
Avaliar o desempenho de estudantes em diversos contextos é algo muito complexo. Isso
não é diferente quando se discute fatores associados ao desempenho de estudantes em …

Beyond scores: A machine learning approach to comparing educational system effectiveness

RL Cardoso Silva Filho, A Garg, K Brito, PJL Adeodato… - Plos one, 2023 - journals.plos.org
Studies comparing large-scale assessment data among educational systems have been an
important tool for understanding the differences in how education is delivered worldwide …

Análisis bibliométrico sobre Learning Analytics en Latinoamérica

DGE Guanuche, MAC Molina… - Dominio de las …, 2020 - dialnet.unirioja.es
El presente artículo revela la producción científica sobre las Analíticas de Aprendizaje
(Learning Analytics en inglés–LA) en Latinoamérica (LATAM). Teniendo como objetivo …

A new perspective for longitudinal measurement and analysis of public education in Brazil based on open data and machine learning

M Silva, A Ferreira, K Alves, G Valenca… - Proceedings of the 17th …, 2024 - dl.acm.org
In the mid-2000s, e-government began to be seen as a facilitator of transformation in the
public sector, promoting transparency, reducing corruption, and increasing social …

Leveraging Causal Reasoning in Educational Data Mining: An Analysis of Brazilian Secondary Education

RLC Silva Filho, K Brito, PJL Adeodato - Applied Sciences, 2023 - mdpi.com
This study presents an approach to investigating the main interventions related to gains on
performance using a combination of educational data mining (EDM) techniques and …

Um Modelo Baseado em Regras para a Detecção de bots no Twitter

MAGL Leite - 2019 - acervo.ufvjm.edu.br
O grande crescimento do uso cotidiano das redes sociais on-line pela sociedade
transformou-as em importantes fontes de estudos em diversas áreas. Os dados gerados por …

[PDF][PDF] Where to aim? Factors that influence the performance of Brazilian secondary schools.

PJL Adeodato, RL CS Filho - EDM, 2020 - researchgate.net
There have been discussions on where to invest the budget allocated to education. Most
politicians want to invest in the schools' infrastructure, but is that the most efficient policy for …

[HTML][HTML] SP 2022: The Use of Learning Analytics in High School Education (Vicki Griffin)

IDC Book - sites.gsu.edu
1. Introduction–The concept of learning analytics has been in use awhile. Many industries
such as banking, health, insurance, aviation, telecommunication, and entertainment have …