Mohamed SOLTANI, Hafed ZARZOUR and Mohamed Chaouki Babahenini (2018) Facial Emotion Detection in Massive Open Online Courses. In: Rocha Á., Adeli H., Reis L.P., Costanzo S. (eds) Trends and Advances in Information Systems and Technologies. WorldCIST'18 2018. Advances in Intelligent Systems and Computing, vol 745. Springer, Cham , Naples, Italy
Scientific Publications
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Abstract
Recently, the Massive Open Online Course (MOOC) has appeared as a new emerging method of online teaching with the advantages of low cost and unlimited participation as well as open access via the web. However, the use of facial emotion detection in MOOCs is still unexplored and challenging. In this paper, we propose a new innovative approach for facial emotion detection in MOOCs, which provides an adaptive learning content based on students’ emotional states and their profiles. Our approach is based on three principles: (i) modeling the learner using the MOOC (ii) using of pedagogical agents during the learning activities (iii) capturing and interpreting the facial emotion of the students. The proposed approach was implemented and tested in a case study on the MOOC.
Information
| Item Type | Conference |
|---|---|
| Divisions |
» Laboratory of Computer Science and Mathematics » Faculty of Science and Technology |
| ePrint ID | 1210 |
| Date Deposited | 2018-03-29 |
| Further Information | Google Scholar |
| URI | https://univ-soukahras.dz/en/publication/article/1210 |
BibTex
@inproceedings{uniusa1210,
title={Facial Emotion Detection in Massive Open Online Courses},
author={Mohamed SOLTANI, Hafed ZARZOUR and Mohamed Chaouki Babahenini},
year={2018},
booktitle={In: Rocha Á., Adeli H., Reis L.P., Costanzo S. (eds) Trends and Advances in Information Systems and Technologies. WorldCIST'18 2018. Advances in Intelligent Systems and Computing, vol 745. Springer, Cham}
}
title={Facial Emotion Detection in Massive Open Online Courses},
author={Mohamed SOLTANI, Hafed ZARZOUR and Mohamed Chaouki Babahenini},
year={2018},
booktitle={In: Rocha Á., Adeli H., Reis L.P., Costanzo S. (eds) Trends and Advances in Information Systems and Technologies. WorldCIST'18 2018. Advances in Intelligent Systems and Computing, vol 745. Springer, Cham}
}