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What Is BKT?

Bayesian Knowledge Tracing (BKT for short) is an artificial intelligence algorithm used to predict if students have learned a skill based on their state of knowledge. It uses parameters of students' prior knowledge, ability to learn the new material, probability of making a mistake, and probability of guessing on new concepts.

Why Is It Useful?

BKT provides us with a means to advance users’ learning experiences to make them more engaging and are utilized through Open Learning Initiatives. It’s also a great tool for instructors to infer whether or not students are successful in their efforts and can improve their curriculum accordingly.

Now, let's learn some apple trivia and master apple picking with BKT!