Figure 1. Facial expressions in positive emotions
Figure 2. Facial expressions in negative emotions
Table 1. Matching between emotions and facial expressions in Affectiva
Table 2. Classification of academic emotions
Table 3. Comparison of selected AC platforms
Table 4. Emotions and facial expressions during online learning
Table 5. Classification scheme of academic emotions in online video-based learning
References
- Picard, R. W., Affective Computing. Perceptual Computing Section Technical Report No. 321, Cambridge, Massachusetts, M.I.T. Media Lab, 1995. DOI: https://affect.media.mit.edu/pdfs/95.picard.pdf
- Astleitner, H. (2000). "Designing emotionally sound instruction: The FEASP-approach.", Instructional Science, Vol. 28, No. 3, pp. 169-198, 2000. DOI: https://doi.org/10.1023/A:1003893915778
- Marchand, G. C. and Gutierrez, A. P., "The role of emotion in the learning process: Comparisons between online and face-to-face learning settings.", The Internet and Higher Education, Vol. 15, No. 3, pp. 150-160, 2012. DOI: https://doi.org/10.1016/j.iheduc.2011.10.001
- Moneta, G. B. and Kekkonen-Moneta, S. S., "Affective learning in online multimedia and lecture versions of an introductory computing course.", Educational Psychology, Vol. 27, No. 1, pp. 51-74, 2007. DOI: https://doi.org/10.1080/01443410601061413
- Ekman, P, and W. V. Friesen., Unmasking the face: A guide to recognizing emotions from facial clues. Ishk, 2003.
- Yukselir, C., "An analysis of the perceptions on academic emotions and emotional experiences in English language teaching.", International Journal of English Language Education, Vol. 2, No. 2, pp. 269-278, 2014. DOI: http://dx.doi.org/10.5296/ijele.v2i2.6617
- Pekrun, R., Goetz, T., Titz, W. and Perry, R. P., "Academic emotions in students' self-regulated learning and achievement: A program of qualitative and quantitative research.", Educational Psychologist, Vol. 37, No. 2, pp. 91-105, 2002. DOI: https://doi.org/10.1207/S15326985EP3702_4
- Pekrun, R., "The impact of emotions on learning and achievement: Towards a theory of cognitive/motivational mediators." Applied Psychology, Vol. 41, No. 4, pp. 359-376, 1992. DOI: https://doi.org/10.1111/j.1464-0597.1992.tb00712.x
- Park, T. J., A study on developing the design principles of an emotionally affordable e-learning environment, Ph.D. Dissertation. Seoul National University, Seoul, Korea, 2015.
- Miles, M. B., Huberman, A. M., and Saldana, J., Qualitative data analysis: A methods sourcebook. 3rd., Sage, 2014.
- Harley, J. M., Francois, B., and Roger, A., "Measuring learners' co-occurring emotional responses during their interaction with a pedagogical agent in MetaTutor." in Proc. International Conference on Intelligent Tutoring Systems on Springer, Berlin, Heidelberg, pp. 40-45, 2012. DOI: https://link.springer.com/chapter/10.1007/978-3-642-30950-2_5