Are You Performing, Anticipating, or Observing? Role-Aware Physiological Sensing in Group Interactions
Sharmad Kalpande, Nilesh Kumar Sahu, H. Lone
ISWC '26· 2026
Summary
Anticipatory stress (waiting your turn) is a distinct physiological state from performing, and treating co-present people as sharing one context mislabels stress. ECG/EDA rather than PPG, so secondary.
Key facts
- License
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Updated: Oct 12, 2026
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