Diseño e Implementación de un Módulo de Analítica de Aprendizaje, y su Aplicación para la Evaluación de Experiencias Educativas [Design and Implementation of a Learning Analytics Module, and its Application for Evaluating Educational Experiences]

Abstract

Most e-learning platforms are able to collect large datasets of students’ interactions as events; however that data is difficult to be interpreted directly by learning stakeholders. In this work we unify and connect several of our previous research studies giving a general context of our learning analytics research on Khan Academy. We propose a set of interesting indicators in order to learn more about the learning process. Furthermore, we have designed and implemented a learning analytics module called ALAS-KA which displays individual and class visualizations for these parameters. Finally we make use of ALAS-KA and the parameters to evaluate learning experiences.