Predictive Framework

Undergraduate in Software Engineering at the University of Brasília; PIBIC undergraduate research advisee of Prof. Sergio Freitas in the Canal Ciência Project.

Paper accepted at the XXXVII Brazilian Symposium on Computers in Education (SBIE 2026, submission #27258), presenting a semester-start diagnostic instrument for personalized and …

2025-2026 PIBIC project focused on creating a predictive framework for student engagement and performance in gamified learning environments by combining Octalysis, neuroscientific …

In today's fast-paced world characterized by rapid knowledge evolution and increasing information valuation, the education sector faces unprecedented challenges. These challenges …

Conference by SILVA, E. C., FREITAS, S. A. A., RAMOS, C. S., MENEZES, A. E. M., ARAUJO, L. K. S. R. (2023).

The goal of this work is to design and implement a system for analyzing learning indicator metrics related to the Learning for the Third Millennium (A3M) program. The system serves …

Identifying factors that influence academic dropout is crucial for coordinators to take preventive actions against student desertion. This thesis aims to explore the current state …