Mapping connections between biological-emotional preferences and affective recognition: An eye-tracking interface for passive assessment of emotional competency
Publication
, Conference
Wall, CA; Wang, Q; Weng, M; Kim, ES; Whitaker, L; Perlmutter, M; Shic, F
Published in: 2015 International Conference on Affective Computing and Intelligent Interaction, Acii 2015
December 2, 2015
This study presents a proof-of-concept study to assess the prediction of emotional perceptive competency and implicit affective preferences from each other. Predictions are made using linear regression, principal component analysis with linear regression, and support vector machines. Results point to a strong, bidirectional relationship between preference for emotional stimuli and affective competency. This work informs future studies predicting emotion processing abilities in humans and highlights the importance of tailoring interfaces to meet the emotional abilities of the user.
Duke Scholars
Published In
2015 International Conference on Affective Computing and Intelligent Interaction, Acii 2015
DOI
ISBN
9781479999538
Publication Date
December 2, 2015
Start / End Page
21 / 27
Citation
APA
Chicago
ICMJE
MLA
NLM
Wall, C. A., Wang, Q., Weng, M., Kim, E. S., Whitaker, L., Perlmutter, M., & Shic, F. (2015). Mapping connections between biological-emotional preferences and affective recognition: An eye-tracking interface for passive assessment of emotional competency. In 2015 International Conference on Affective Computing and Intelligent Interaction, Acii 2015 (pp. 21–27). https://doi.org/10.1109/ACII.2015.7344546
Wall, C. A., Q. Wang, M. Weng, E. S. Kim, L. Whitaker, M. Perlmutter, and F. Shic. “Mapping connections between biological-emotional preferences and affective recognition: An eye-tracking interface for passive assessment of emotional competency.” In 2015 International Conference on Affective Computing and Intelligent Interaction, Acii 2015, 21–27, 2015. https://doi.org/10.1109/ACII.2015.7344546.
Wall CA, Wang Q, Weng M, Kim ES, Whitaker L, Perlmutter M, et al. Mapping connections between biological-emotional preferences and affective recognition: An eye-tracking interface for passive assessment of emotional competency. In: 2015 International Conference on Affective Computing and Intelligent Interaction, Acii 2015. 2015. p. 21–7.
Wall, C. A., et al. “Mapping connections between biological-emotional preferences and affective recognition: An eye-tracking interface for passive assessment of emotional competency.” 2015 International Conference on Affective Computing and Intelligent Interaction, Acii 2015, 2015, pp. 21–27. Scopus, doi:10.1109/ACII.2015.7344546.
Wall CA, Wang Q, Weng M, Kim ES, Whitaker L, Perlmutter M, Shic F. Mapping connections between biological-emotional preferences and affective recognition: An eye-tracking interface for passive assessment of emotional competency. 2015 International Conference on Affective Computing and Intelligent Interaction, Acii 2015. 2015. p. 21–27.
Published In
2015 International Conference on Affective Computing and Intelligent Interaction, Acii 2015
DOI
ISBN
9781479999538
Publication Date
December 2, 2015
Start / End Page
21 / 27