Towards an emo-aware education through physiological emotion detection

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

Research output: Contribution to journalConference articlepeer-review

Abstract

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%.

Original languageEnglish
Pages (from-to)1-10
Number of pages10
JournalCEUR Workshop Proceedings
Volume2302
StatePublished - 2018
Event2nd International Congress of Tendencies in Educational Innovation, CITIE 2018 - Arequipa, Peru
Duration: 26 Nov 201830 Nov 2018

Bibliographical note

Publisher Copyright:
© 2018 CEUR-WS. All rights reserved.

Keywords

  • Educational approach
  • Emo-aware architecture
  • Physiological stress
  • Real-time emotion detection

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