Metacognición e inteligencia artificialmás allá del paralelismo de funcionamiento
- Saiz Manzanares, María Consuelo
- César García Osorio Director
- José Francisco Díez Pastor Director
Defence university: Universidad de Burgos
Fecha de defensa: 25 October 2019
- Francisco José García Peñalvo Chair
- Álvar Arnaiz González Secretary
- Rebeca Cerezo Menéndez Committee member
- Nicolás García-Pedrajas Committee member
- Leandro S. Almeida Committee member
Type: Thesis
Abstract
The aim of this thesis has been to apply knowledge of artificial intelligence to the field of cognitive and metacognitive psychology. Specifically, this work has focused on the use of automatic learning techniques (Machine Learning), supervised and unsupervised, to analyze the effect on the satisfaction and performance of students of different actions that sought to provide them with a personalized learning experience. Currently, learning, especially in Higher Education environments, is being developed through interactive platforms, Learning Management System (LMS), such as Moodle. These environments offer many possibilities for registering the student activity (logs or registration units) and extracting this information, as these records are stored in databases and these can be downloaded easily in files with different formats CSV, XLS, JSON, and so on.