TY - GEN
T1 - Affective Umbrella - A Wearable System to Visualize Heart and Electrodermal Activity, towards Emotion Regulation through Somaesthetic Appreciation
AU - Chen, Kanyu
AU - Han, Jiawen
AU - Baldauf, Holger
AU - Wang, Ziyue
AU - Chen, Dunya
AU - Kato, Akira
AU - Ward, Jamie A.
AU - Kunze, Kai
N1 - Funding Information:
This work is supported by IoT Accessibility Toolkit JST Presto Grant Number JPMJPR2132.
Publisher Copyright:
© 2023 ACM.
PY - 2023/3/12
Y1 - 2023/3/12
N2 - In this paper, we introduce Affective Umbrella, a novel system to record, analyze and visualize physiological data in real time via an umbrella handle. We implement a biofeedback loop design in the system that triggers visualization changes to reflect and regulate emotions through somaesthetic appreciation. We report the methodology, processes, and results of data reliability and visual feedback impact on emotions. We evaluated the system using a real-life user study (n=21) in rainy weather at night. The statistical results demonstrate the potential of applying the visualization of biofeedback to regulate emotional arousal with a significantly higher (p=.0022) score, a lower (p=.0277) dominance than baseline from self-reported SAM Scale, and physiological arousal, which was shown to be significantly increased (p<.0001) with biofeedback in terms of pNN50 and a significant difference in terms of RMSSD. There was no significant difference in terms of emotional valence changes from SAM scale. Furthermore, we compared the difference between two biofeedback patterns (mirror and inversion). The mirror effect was with a significantly higher emotional arousal than the inversion effect (p=.0277) from SAM results and was with a significantly lower RMSSD performance than the inversion effect (p<.0001). This work demonstrates the potential for capturing physiological data using an umbrella handle and using this data to influence a user's emotional state via lighting effects.
AB - In this paper, we introduce Affective Umbrella, a novel system to record, analyze and visualize physiological data in real time via an umbrella handle. We implement a biofeedback loop design in the system that triggers visualization changes to reflect and regulate emotions through somaesthetic appreciation. We report the methodology, processes, and results of data reliability and visual feedback impact on emotions. We evaluated the system using a real-life user study (n=21) in rainy weather at night. The statistical results demonstrate the potential of applying the visualization of biofeedback to regulate emotional arousal with a significantly higher (p=.0022) score, a lower (p=.0277) dominance than baseline from self-reported SAM Scale, and physiological arousal, which was shown to be significantly increased (p<.0001) with biofeedback in terms of pNN50 and a significant difference in terms of RMSSD. There was no significant difference in terms of emotional valence changes from SAM scale. Furthermore, we compared the difference between two biofeedback patterns (mirror and inversion). The mirror effect was with a significantly higher emotional arousal than the inversion effect (p=.0277) from SAM results and was with a significantly lower RMSSD performance than the inversion effect (p<.0001). This work demonstrates the potential for capturing physiological data using an umbrella handle and using this data to influence a user's emotional state via lighting effects.
KW - affective computing
KW - biofeedback loop
KW - emotion regulation
KW - interaction design
KW - physiological signal
KW - somaesthetic appreciation design
KW - wearable sensing
UR - http://www.scopus.com/inward/record.url?scp=85150350793&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85150350793&partnerID=8YFLogxK
U2 - 10.1145/3582700.3582727
DO - 10.1145/3582700.3582727
M3 - Conference contribution
AN - SCOPUS:85150350793
T3 - ACM International Conference Proceeding Series
SP - 231
EP - 242
BT - Proceedings 4th Augmented Humans International Conference, AHs 2023
PB - Association for Computing Machinery
T2 - 4th Augmented Humans International Conference, AHs 2023
Y2 - 12 March 2023 through 14 March 2023
ER -