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Research

Knowledge tracing

A student’s answer is evidence about their knowledge. It is not a complete description of it.

The Knowledge Prediction model estimates what a learner knows from their learning history. Those estimates help choose suitable activities and connect new material to existing knowledge. Our related vocabulary-difficulty work asks a complementary question: what makes a particular word hard for learners with different first languages?

Resources

Related articles

A presentation on the Rasch model and learner knowledge, with the audience seated in the Warren Centre.

The Future of Learning

Peter Romov on learner models, personalised teaching and combining different approaches to AI in education.