Research
Multimodal Cognitive State Modelling
Inferring attention and uncertainty from eye-tracking, mouse, and screen behaviour to drive adaptive AI assistance.
- Status
- Active
- Period
- 2024 – Present
This thread builds a behavioural data platform integrating eye-tracking (Tobii Pro), mouse, and screen logs. GMM-HMM and LSTM models map raw signals to latent cognitive states such as attention and uncertainty, enabling real-time AI adaptation.