Wearables for in-situ monitoring of cognitive states: Challenges and opportunities

• Main Authors: RADHAKRISHNAN, Meera, KANDAPPU, Thivya, GULATI, Manoj, MISRA, Archan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Earables; Multi-device sensing; Cognitive states; Acoustic sensing; Electromyography; Pressure; Data Science; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/7885; https://ink.library.smu.edu.sg/context/sis_research/article/8893/viewcontent/WristSense_2023_CameraReady.pdf
• Institution: Singapore Management University

We propose using wrist and ear-based sensing, via multiple novel and complementary modalities, to unobtrusively infer activity-aware, complex cognitive and affective states (such as confusion, boredom, and recall failure) of individuals. While state-of-the-art wearable devices are predominantly used...