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Published on: May 15, 2016
Computational Process of Sharing Emotion: An Authentic Information Perspective.
Shushi Namba1, Wataru Sato1, Koyo Nakamura2,3,4
1Psychological Process Research Team, Guardian Robot Project, RIKEN, Kyoto, Japan.
This study reveals how facial expressions transmit authentic emotional information. Happy expressions more effectively convey feelings and engage perceivers compared to angry ones, using computational modeling.
Area of Science:
- Psychology
- Computational Modeling
- Affective Science
Background:
- Emotion sharing facilitates dyadic interaction.
- Limited understanding exists regarding the transmission of authentic emotional information from expressions.
- Previous research has not quantitatively assessed the perception of authentic information from facial expressions.
Purpose of the Study:
- To formally quantify the process of emotion sharing.
- To investigate the perception of authentic information from facial expressions.
- To explore the role of computational modeling in understanding emotion transmission.
Main Methods:
- Utilized computational modeling, specifically a multinomial processing tree, for quantitative analysis.
- Analyzed the perception of authentic information from facial expressions (happy and angry).
- Examined the activation of emotional elicitation and emotion sharing in perceivers.
Main Results:
- Perceiving authentic information from happy expressions is more probable than from angry expressions.
- Happy expressions activate both emotional elicitation and emotion sharing; angry expressions primarily activate emotional elicitation.
- Parameters for detecting anger and happiness experiences were positively correlated.
- No significant correlation was found between experimental parameters and self-reported emotional contagion, empathy, or social anxiety.
Conclusions:
- A novel computational approach can describe emotion sharing processes.
- Facial expressions differentially convey authentic emotional information.
- Understanding authentic information transmission is crucial for affective science and psychology.
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