Towards an emo-aware education through physiological emotion detection

Franci Suni Lopez, Veronica Marisol Collanqui Puma, Luis Enrique Ancco Calisaya, Betsy Carol Cisneros Chávez

Resultado de la investigación: Contribución a una revistaArtículo de la conferenciarevisión exhaustiva

Resumen

During the different educative processes in the high school or university, a student feels different emotions. For instance, physiological stress has mostly experimented during exam periods, when there is academic overload, in new topics or learning too focused on memorization. Additionally, the stress has been associated with chronic diseases (e.g., heart diseases, faults in the immune system, anxiety or headaches). In line with these notions, in this paper, we introduce the idea of measuring emotions in order to empower the educative processes by providing relevant emotional information of all stakeholders involved in the educational task. This kind of information is highly useful for analyzing new educational methodologies or for evaluating the current educational approaches (educational institutions), and for students because it will allow a possible optimization in their teaching-learning process. Regarding the results, we present a preliminary experiment to evaluate the emotion detector, which obtained an accuracy of 79.17%.

Idioma originalInglés
Páginas (desde-hasta)1-10
Número de páginas10
PublicaciónCEUR Workshop Proceedings
Volumen2302
EstadoPublicada - 2018
Evento2nd International Congress of Tendencies in Educational Innovation, CITIE 2018 - Arequipa, Perú
Duración: 26 nov. 201830 nov. 2018

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