Towards Teacher-AI Hybrid Systems
exploring how AI systems and human teachers might more effectively build on each others' complementary strengths
Lumilo: teacher smart glasses
smart glasses that tune k-12 teachers in to the continuous, embedded assessments that drive intelligent learning software
UX for data-driven intelligent systems
how can we effectively prototype the experience of using complex, data-driven intelligent systems?
Extensible Student Models
towards democratizing student modeling, for use in intelligent tutoring software, learning analytics tools, and education research
Spatial Classroom Log Exploration (SPACLE)
a data analysis workflow that facilitates the rapid discovery of relationships across virtual and physical spaces
Designing dashboards for AI-enhanced classrooms
leveraging the rich analytics generated by intelligent tutoring systems to support teacher lesson planning
Learning from experience to personalize instruction
using historical student-interaction data to discover more effective activity-selection policies for adaptive learning software
Discovering hidden causes from noisy observations
(how) do humans come to infer unobserved/latent causal entities, based on noisy observations of 'black box' systems?