Ciència de les dades aplicada a resultats acadèmics: perfil d'estudiants i predicció de notes

Abstract

This paper is part of an innovative educational project. Its main aim is to provide a support system for teachers, designed to help them when creating any student’s profile. In order to create this intelligent system for teachers, data from Mathematics Faculty has been retrieved and analysed. This analysis focuses on student’s profiles and score predictions. The profile analysis is bases on previous years grades as well as an average of how many students abandon their studies. On a side note, it develops also a score and grade prediction as well as a ranking of subjects, listed by level of difficulty depending on the student.