The demand of e-learning is constantly increasing at a rapid rate for the educational
institutions. Web-based Learning Management System (LMS) is one of the main …

In this paper, one multidisciplinary-applicable aggregated model has been proposed and
verified. This model uses traditional techniques, on the one hand, and algorithms of machine …

The integration of artificial intelligence (AI) into the learning environment represents a
fundamental change in the transformation of educational practices. In the context of this …

Students' grades can affect their future studies at university. The COVID-19 situation has
resulted in a greater amount of online teaching, in which teachers and learners rarely …

Satisfaction with teaching performance is an important measurement process in higher
education institutions, for this reason, applying sentiment analysis to the opinions of …

Teaching Job Performance is one of the salient and sensitive issues when it is associated
with the recruitment and deployment of faculty for Higher Education Institutions. Recruiting …

El presente artículo revela la producción científica sobre las Analíticas de Aprendizaje
(Learning Analytics en inglés–LA) en Latinoamérica (LATAM). Teniendo como objetivo …

Technology has developed significantly over time. The development of this technology
cannot be stopped or hindered because it is a demand for the needs of human life which are …

PerformanceX is a proposed system that combines Educational Data Mining (EDM)
techniques to enhance student performance and reduce dropout rates. It employs a hybrid …

The objective of this study is to analyze and discuss the metrics of the Machine Learning
model through the Ensemble Bagged Trees algorithm, which will be applied to data on …