Cyberoception: Finding A Painlessly-Measurable New Sense In The Cyberworld Towards Emotion-awareness In Computing

要旨

In Affective computing, recognizing users' emotions accurately is the basis of affective human–computer interaction. Understanding users' interoception contributes to a better understanding of individually different emotional abilities, which is essential for achieving inter-individually accurate emotion estimation. However, existing interoception measurement methods, such as the heart rate discrimination task, have several limitations, including their dependence on a well-controlled laboratory environment and precision apparatus, making monitoring users' interoception challenging. This study aims to determine other forms of data that can explain users' interoceptive or similar states in their real-world lives and propose a novel hypothetical concept "cyberoception," a new sense (1) which has properties similar to interoception in terms of the correlation with other emotion-related abilities, and (2) which can be measured only by the sensors embedded inside commodity smartphone devices in users' daily lives. Results from a 10-day-long in-lab/in-the-wild hybrid experiment reveal a specific cyberoception type "Turn On." (users' subjective sensory perception about the frequency of turning-on behavior on their smartphones)

著者
Tadashi Okoshi
Keio University, Fujisawa, Kanagawa, Japan
Zexiong Gao
The University of Tokyo, Tokyo, Japan
Yi Zhen Tan
Singapore Management University, Singapore, Singapore, Singapore
Takumi Karasawa
Keio University, Fujisawa city, Kanagawa Pref, Japan
Takeshi Miki
Keio University, Kanagawa, Japan
Wataru Sasaki
Keio University, Fujisawa, Kanagawa, Japan
Rajesh Balan
Singapore Management University, Singapore, Singapore
DOI

10.1145/3706598.3713638

論文URL

https://dl.acm.org/doi/10.1145/3706598.3713638

動画

会議: CHI 2025

The ACM CHI Conference on Human Factors in Computing Systems (https://chi2025.acm.org/)

セッション: Mental and Emotional Wellbeing

G302
7 件の発表
2025-05-01 01:20:00
2025-05-01 02:50:00
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