Limitations of Emotion Recognition from Facial Expressions in e-Learning Context - Publication - Bridge of Knowledge

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Limitations of Emotion Recognition from Facial Expressions in e-Learning Context

Abstract

The paper concerns technology of automatic emotion recognition applied in e-learning environment. During a study of e-learning process the authors applied facial expressions observation via multiple video cameras. Preliminary analysis of the facial expressions using automatic emotion recognition tools revealed several unexpected results, including unavailability of recognition due to face coverage and significant inconsistency between the results obtained from two cameras. The paper presents the experiment on e-learning process and summarizes the observations that constitute limitations of emotion recognition from facial expressions applied in e-learning context. The paper might be of interest to researchers and practitioners who consider automatic emotion recognition as an option in monitoring e-learning processes.

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Details

Category:
Conference activity
Type:
materiały konferencyjne indeksowane w Web of Science
Title of issue:
Proceedings of the 9th International Conference on Computer Supported Education strony 383 - 389
Language:
English
Publication year:
2017
Bibliographic description:
Landowska A., Brodny G., Wróbel M..: Limitations of Emotion Recognition from Facial Expressions in e-Learning Context, W: Proceedings of the 9th International Conference on Computer Supported Education, 2017, Scitepress,.
DOI:
Digital Object Identifier (open in new tab) 10.5220/0006357903830389
Verified by:
Gdańsk University of Technology

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