doi: 10.18178/ijmlc.2019.9.6.883
Nonverbal Communication Assistance System Based on Body Recognition in the Field of Education
Javier Fdez
,
Michita Imai
- Department of Information and Computer Science, Keio University, Japan
- Manuscript receivedJuly 10, 2019
- revisedOctober 17, 2019
Abstract
Throughout this paper, a system able to provide support for the teacher on the nonverbal communication state of each one of the students is described. This system detects and classifies the facial expression and eye gaze of each student, generating a nonverbal state for each one of them. By using this information, the system is able to determine the classroom environment. It is also able to give suggestions to the teacher in the class so that his/her performance can improve. Furthermore, along with this publication, the different implementations that have been carried out and the first results obtained are described. Lastly, this paper discusses the performance of the system and any future work that may be carried out.
Keywords
- Body recognition
- education
- eye gaze
- facial expression
- nonverbal communication
- robotics
How to Cite
Javier Fdez and Michita Imai, "Nonverbal Communication Assistance System Based on Body Recognition in the Field of Education," International Journal of Machine Learning, vol. 9, no. 6, pp. 855-861, 2026. https://doi.org/10.18178/ijmlc.2019.9.6.883
Copyright & License
Copyright © 2026 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).