Creating an affordable ,effective, adaptive & personalized attention tasks for children with developmental disorders.
- Amarnath Dasaka, Cognitive science, IIIT hyderabad, Hyderabad, Telangana, India
- Bapiraju Surampudi, Cognitive sciene, IIIT hyderabad, Hyderabad, Telangana, India
AbstractThe main challenge in studying cognition & designing effective tasks for children with learning disorders is creating personalized & adaptive tasks in line with the current abilities & mood of the child. The current study confronts this challenge by testing a new paradigm to access the current state of mind and adapting the tasks based on the current mood & abilities of the child. Children were given “chess puzzles” with various levels of difficulty (from just identifying the pieces, legal moves and eventually even capturing pieces with depth=1). while the children were performing the tasks the pupil-metric data (for cognitive load), facial expressions and the head pose were used to gauge the current-state and adapt the puzzles accordingly. Further development of dynamic feedback and providing rewards for looking at the right squares are also underway. custom software with off the shelf web-cameras were used as the current solutions in the market are prohibitively expensive for testing on large scale.
Return to previous page