Comprehension of users' subjective interaction states during their interaction with an artificial agent by means of heart rate variability index

Takanori Komatsu; Sho'ichiro Ohtsuka; Kazuhiro Ueda; Takashi Komeda

doi:10.1007/978-3-540-74889-2_24

Comprehension of users' subjective interaction states during their interaction with an artificial agent by means of heart rate variability index

Takanori Komatsu, Sho'ichiro Ohtsuka, Kazuhiro Ueda, Takashi Komeda

生命科学科

研究成果

7 被引用数 (Scopus)

抄録

The purpose of this study is to investigate whether users' subjective interaction states which indicate whether they feel comfortable interacting with artificial agents can be comprehended by means of biological index. As a biological index, we focused on the heart rate variability and used an RSA ratio for the time period when the respiratory sinus arrhythmia (RSA) value is higher than the Mayer wave sinus arrhythmia (MWSA) value divided by the total interaction period. To clarify the effectiveness of this RSA ratio, we conducted two experiments to measure this index among participants who played a simple cooperation game with an artificial agent, which either responded as the participant desired or responded randomly. The results showed that the RSA ratio determined the subjective interaction state which indicated whether they felt comfortable or uncomfortable with their interactions with the agents.

本文言語	English
ホスト出版物のタイトル	Affective Computing and Intelligent Interaction - 2nd International Conference, ACII 2007, Proceedings
出版社	Springer Verlag
ページ	266-277
ページ数	12
ISBN（印刷版）	9783540748885
DOI	https://doi.org/10.1007/978-3-540-74889-2_24
出版ステータス	Published - 2007
イベント	2nd International Conference on Affective Computing and Intelligent Interaction, ACII 2007 - Lisbon, Portugal 継続期間: 2007 9月 12 → 2007 9月 14

出版物シリーズ

名前	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
巻	4738 LNCS
ISSN（印刷版）	0302-9743
ISSN（電子版）	1611-3349

Conference

Conference	2nd International Conference on Affective Computing and Intelligent Interaction, ACII 2007
国/地域	Portugal
City	Lisbon
Period	07/9/12 → 07/9/14

ASJC Scopus subject areas

理論的コンピュータサイエンス
コンピュータサイエンス（全般）

文献へのアクセス

10.1007/978-3-540-74889-2_24

他のファイルとリンク

フィンガープリント

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引用スタイル

Komatsu, T., Ohtsuka, S., Ueda, K., & Komeda, T. (2007). Comprehension of users' subjective interaction states during their interaction with an artificial agent by means of heart rate variability index. In Affective Computing and Intelligent Interaction - 2nd International Conference, ACII 2007, Proceedings (pp. 266-277). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4738 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-540-74889-2_24

Comprehension of users' subjective interaction states during their interaction with an artificial agent by means of heart rate variability index. / Komatsu, Takanori; Ohtsuka, Sho'ichiro; Ueda, Kazuhiro その他.

Affective Computing and Intelligent Interaction - 2nd International Conference, ACII 2007, Proceedings. Springer Verlag, 2007. p. 266-277 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4738 LNCS).

研究成果

Komatsu, T, Ohtsuka, S, Ueda, K & Komeda, T 2007, Comprehension of users' subjective interaction states during their interaction with an artificial agent by means of heart rate variability index. in Affective Computing and Intelligent Interaction - 2nd International Conference, ACII 2007, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4738 LNCS, Springer Verlag, pp. 266-277, 2nd International Conference on Affective Computing and Intelligent Interaction, ACII 2007, Lisbon, Portugal, 07/9/12. https://doi.org/10.1007/978-3-540-74889-2_24

Komatsu T, Ohtsuka S, Ueda K, Komeda T. Comprehension of users' subjective interaction states during their interaction with an artificial agent by means of heart rate variability index. In Affective Computing and Intelligent Interaction - 2nd International Conference, ACII 2007, Proceedings. Springer Verlag. 2007. p. 266-277. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-74889-2_24

Komatsu, Takanori ; Ohtsuka, Sho'ichiro ; Ueda, Kazuhiro その他. / Comprehension of users' subjective interaction states during their interaction with an artificial agent by means of heart rate variability index. Affective Computing and Intelligent Interaction - 2nd International Conference, ACII 2007, Proceedings. Springer Verlag, 2007. pp. 266-277 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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