Towards Emotion Detection in Educational Scenarios from Facial Expressions and Body Movements through Multimodal Approaches
Joint Authors
Saneiro, Mar
Santos, Olga C.
Salmeron-Majadas, Sergio
Boticario, Jesus G.
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-22
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
We report current findings when considering video recordings of facial expressions and body movements to provide affective personalized support in an educational context from an enriched multimodal emotion detection approach.
In particular, we describe an annotation methodology to tag facial expression and body movements that conform to changes in the affective states of learners while dealing with cognitive tasks in a learning process.
The ultimate goal is to combine these annotations with additional affective information collected during experimental learning sessions from different sources such as qualitative, self-reported, physiological, and behavioral information.
These data altogether are to train data mining algorithms that serve to automatically identify changes in the learners’ affective states when dealing with cognitive tasks which help to provide emotional personalized support.
American Psychological Association (APA)
Saneiro, Mar& Santos, Olga C.& Salmeron-Majadas, Sergio& Boticario, Jesus G.. 2014. Towards Emotion Detection in Educational Scenarios from Facial Expressions and Body Movements through Multimodal Approaches. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-14.
https://search.emarefa.net/detail/BIM-1049786
Modern Language Association (MLA)
Saneiro, Mar…[et al.]. Towards Emotion Detection in Educational Scenarios from Facial Expressions and Body Movements through Multimodal Approaches. The Scientific World Journal No. 2014 (2014), pp.1-14.
https://search.emarefa.net/detail/BIM-1049786
American Medical Association (AMA)
Saneiro, Mar& Santos, Olga C.& Salmeron-Majadas, Sergio& Boticario, Jesus G.. Towards Emotion Detection in Educational Scenarios from Facial Expressions and Body Movements through Multimodal Approaches. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-14.
https://search.emarefa.net/detail/BIM-1049786
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1049786