Knowledge Tracing: Student Learning and Latent Variables

Description

This lecture covers Bayesian Knowledge Tracing (BKT) and Additive Factors Model (AFM) for tracing student knowledge. It explains latent variables, skills mastery, and making predictions using BKT models.

Official source

https://mediaspace.epfl.ch/media/0_3h9zet20

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Behavioral economics

Behavioral economics studies the effects of psychological, cognitive, emotional, cultural and social factors in the decisions of individuals or institutions, and how these decisions deviate from those implied by classical economic theory. Behavioral economics is primarily concerned with the bounds of rationality of economic agents. Behavioral models typically integrate insights from psychology, neuroscience and microeconomic theory. The study of behavioral economics includes how market decisions are made and the mechanisms that drive public opinion.

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Data and information visualization

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