Inferring visualization task properties, user performance, and user cognitive abilities from eye gaze data

摘要

This research project tries to answer two questions: (1) Can a user's current visualization task properties, performance, and long-term cognitive abilities be inferred solely based on eye gaze data? (2) Which eye gaze features would be the most informative? The long-term goal of this research is to develop data visualizations that are adaptive to different users and tasks.