TY - GEN
T1 - An Attempt to Understand Social Relationships Using Facial Expression Electromyography Analysis
AU - Ehkirch, Quentin
AU - Kakiuchi, Saya
AU - Motomura, Yuki
AU - Matsumae, Susumu
AU - Matsumae, Akane
N1 - Funding Information:
Acknowledgements This work was made possible by the help of Julien Medici in writing a program to compute the Levenshtein distance. We would also like to thank Hirasawa Hikari and Shouji Keisuke for their participation in the evaluation of each play. This work was supported by JSPS KAKENHI Grant Number JP20K20119.
Publisher Copyright:
© 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
PY - 2021
Y1 - 2021
N2 - This study served as an attempt to better understand social relationships by using facial expression electromyography (fEMG) analysis. The goal was to be able to visualize social relationships through objective data to broaden understanding of the mechanism of social relationships and social design. This study focuses more on observed daily experiences as a means of comprehending social relationships among the participants and to determine if social relationships can be understood using fEMG analysis. The authors conducted an experiment that compares the results of fEMG analysis with social relationship transitions recorded during a card game called mini-bridge. This is a game played in teams, and it requires that players work in pairs. It can clearly be seen whether the pair is successful in this co-creative relationship by checking the data recorded on video and by seeing what cards are in each player’s hand and how they play the game. During the game, the participants wore electrodes on their corrugator supercilii and zygomaticus major, allowing us to collect data using fEMG (objective results). Using a shared behavior and intentions study from the videos, the intersubjective state of the examinees was graded (subjective results) and compared to the objective results interpreted through the Levenshtein method. The research results suggest the possibility of identifying a social relationship as a partnership by using fEMG with data from the corrugator supercilii. This study will contribute to our knowledge of the mechanism of social relationships, which is needed to develop a methodology for social design.
AB - This study served as an attempt to better understand social relationships by using facial expression electromyography (fEMG) analysis. The goal was to be able to visualize social relationships through objective data to broaden understanding of the mechanism of social relationships and social design. This study focuses more on observed daily experiences as a means of comprehending social relationships among the participants and to determine if social relationships can be understood using fEMG analysis. The authors conducted an experiment that compares the results of fEMG analysis with social relationship transitions recorded during a card game called mini-bridge. This is a game played in teams, and it requires that players work in pairs. It can clearly be seen whether the pair is successful in this co-creative relationship by checking the data recorded on video and by seeing what cards are in each player’s hand and how they play the game. During the game, the participants wore electrodes on their corrugator supercilii and zygomaticus major, allowing us to collect data using fEMG (objective results). Using a shared behavior and intentions study from the videos, the intersubjective state of the examinees was graded (subjective results) and compared to the objective results interpreted through the Levenshtein method. The research results suggest the possibility of identifying a social relationship as a partnership by using fEMG with data from the corrugator supercilii. This study will contribute to our knowledge of the mechanism of social relationships, which is needed to develop a methodology for social design.
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U2 - 10.1007/978-981-16-0041-8_8
DO - 10.1007/978-981-16-0041-8_8
M3 - Conference contribution
AN - SCOPUS:85105962071
SN - 9789811600401
T3 - Smart Innovation, Systems and Technologies
SP - 83
EP - 95
BT - Design for Tomorrow - Proceedings of ICoRD 2021
A2 - Chakrabarti, Amaresh
A2 - Poovaiah, Ravi
A2 - Bokil, Prasad
A2 - Kant, Vivek
PB - Springer Science and Business Media Deutschland GmbH
T2 - 8th International Conference on Research into Design, ICoRD 2021
Y2 - 7 January 2021 through 10 January 2021
ER -