An Introduction to Bayesian Knowledge Tracing with pyBKT

An Introduction to Bayesian Knowledge Tracing with pyBKT

This study aims to introduce Bayesian Knowledge Tracing (BKT), a probabilistic model used in educational data mining to estimate learners’ knowledge states over time. It also provides a practical guide to estimating BKT models using the pyBKT library available in Python. The first section presents a...

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Bibliographic Details
Main Authors: Okan Bulut, Jinnie Shin, Seyma N. Yildirim-Erbasli, Guher Gorgun, Zachary A. Pardos
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Psych
Subjects:
bayesian knowledge tracing
learner modeling
learning state
item response theory
Online Access:https://www.mdpi.com/2624-8611/5/3/50

Internet

https://www.mdpi.com/2624-8611/5/3/50

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