The dance of emotion: Demonstrating ubiquitous understanding of human motion and emotion in support of human computer interaction

Caitlin Sikora; Winslow Burleson

doi:10.1109/ACII.2017.8273653

The dance of emotion: Demonstrating ubiquitous understanding of human motion and emotion in support of human computer interaction

Caitlin Sikora, Winslow Burleson

Nursing

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Appreciating the importance of robust understanding of human motion and its emotional intention, this research assesses the relevance of the Laban Effort system in classifying movement quality as it applies to the design of gestural interfaces. Labeling of Laban Efforts and affect in human motion by 14 participants demonstrated that non-expert humans can recognize a subset of the Laban Efforts with a reasonable degree of inter-rater reliability - ICC(2, k)=0.78- and validity-F1-Score=0.76. This study also includes a preliminary exploration of relationships between different emotions and Laban Efforts.

Original language	English (US)
Title of host publication	2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	548-555
Number of pages	8
ISBN (Electronic)	9781538605639
DOIs	https://doi.org/10.1109/ACII.2017.8273653
State	Published - Jul 2 2017
Event	7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017 - San Antonio, United States Duration: Oct 23 2017 → Oct 26 2017

Publication series

Name	2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017
Volume	2018-January

Other

Other	7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017
Country/Territory	United States
City	San Antonio
Period	10/23/17 → 10/26/17

ASJC Scopus subject areas

Artificial Intelligence
Social Psychology
Human-Computer Interaction
Behavioral Neuroscience

Access to Document

10.1109/ACII.2017.8273653

Cite this

Sikora, C., & Burleson, W. (2017). The dance of emotion: Demonstrating ubiquitous understanding of human motion and emotion in support of human computer interaction. In 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017 (pp. 548-555). (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; Vol. 2018-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ACII.2017.8273653

The dance of emotion: Demonstrating ubiquitous understanding of human motion and emotion in support of human computer interaction. / Sikora, Caitlin; Burleson, Winslow.
2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 548-555 (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; Vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sikora, C & Burleson, W 2017, The dance of emotion: Demonstrating ubiquitous understanding of human motion and emotion in support of human computer interaction. in 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017, vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 548-555, 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017, San Antonio, United States, 10/23/17. https://doi.org/10.1109/ACII.2017.8273653

Sikora C, Burleson W. The dance of emotion: Demonstrating ubiquitous understanding of human motion and emotion in support of human computer interaction. In 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 548-555. (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017). doi: 10.1109/ACII.2017.8273653

Sikora, Caitlin ; Burleson, Winslow. / The dance of emotion : Demonstrating ubiquitous understanding of human motion and emotion in support of human computer interaction. 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 548-555 (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017).

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abstract = "Appreciating the importance of robust understanding of human motion and its emotional intention, this research assesses the relevance of the Laban Effort system in classifying movement quality as it applies to the design of gestural interfaces. Labeling of Laban Efforts and affect in human motion by 14 participants demonstrated that non-expert humans can recognize a subset of the Laban Efforts with a reasonable degree of inter-rater reliability - ICC(2, k)=0.78- and validity-F1-Score=0.76. This study also includes a preliminary exploration of relationships between different emotions and Laban Efforts.",

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The dance of emotion: Demonstrating ubiquitous understanding of human motion and emotion in support of human computer interaction

Abstract

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