work Human-AI Teaming We leverage machine learning and AI algorithms to learn from users' interaction. We develop intelligent visual analytics systems that predict intentions and proactively provide support during analytical tasks. individual differences We identify personality traits that impact strategy during data exploration. We also apply machine learning to predict individual characteristics (e.g. personality traits and cognitive abilities) from interaction logs. decision-making We develop visualization tools for comminicating complex health statistics to patients. We also use this problem space to explore the benefits and tradeoffs of combining text and visualization. outreach Summer and Day Camps computer science camps for elemementary and high-schoolers
