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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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Autori principali: Okan Bulut, Jinnie Shin, Seyma N. Yildirim-Erbasli, Guher Gorgun, Zachary A. Pardos
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2023-07-01
Serie:Psych
Soggetti:
bayesian knowledge tracing
learner modeling
learning state
item response theory
Accesso online:https://www.mdpi.com/2624-8611/5/3/50
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