[HTML][HTML] Data mining-based decision support system for educational decision makers: Extracting rules to enhance academic efficiency

S Maniyan, R Ghousi, A Haeri - Computers and Education: Artificial …, 2024 - Elsevier
The exponential growth of data in the field of education has created a pressing demand for a
robust system capable of analyzing this vast amount of information, empowering decision …

Prediction of Higher Education Achievement by Mining Patterns from Health Records and Socio-Economic Status

L Mou, F Chen, L Wang - IEEE Access, 2025 - ieeexplore.ieee.org
The combination of health records with socio-economic status and educational achievement
has attracted much attention as scholars look for factors that affect students' performance …

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 …

Towards Trustworthy and Explainable AI Educational Systems

W Shafik - Explainable AI for Education: Recent Trends and …, 2024 - Springer
This study explores the impact of trustworthy and Explainable Artificial Intelligence (XAI) on
promoting Trustworthy AI educational systems, outlining its importance, obstacles, and future …

Insights into Factors Influencing Academic Success: An Application of Classification Models in Higher Education

LT Balderrama, DA Lima - Artificial Intelligence and …, 2024 - ojs.bonviewpress.com
Understanding the factors that impact students' achievements and failures in higher
education is crucial as it enables the development of targeted interventions and support …

Predicting Student Performance to Boost Educational Outcomes: The Efficacy of a Random Forest Approach

FMC Remegio - 2024 13th International Conference on …, 2024 - ieeexplore.ieee.org
Predicting student performance is crucial for educational institutions aiming to enhance
student achievement and academic readiness. This research, conducted at a university …

Why technology-supported classrooms: An analysis of classroom behavior data from AIGC

Y Dai, YZ Huang, YF Zhang… - … Conference on Intelligent …, 2023 - ieeexplore.ieee.org
The infusion of technology into educational settings has become a pivotal element in
modern teaching methodologies. Technology-Supported Classrooms (TSCs) blend digital …

[引用][C] Analysis of ENEM Data in an Educational Context: An English Literature Review

BJ Buenoa