pyBKT: An Accessible Python Library of Bayesian Knowledge Tracing Models

• Published in: arXiv.org
• Main Authors: Anirudhan Badrinath, Wang, Frederic, Pardos, Zachary
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 29.05.2021
• Subjects: Accessibility; Adaptive systems; Bayesian analysis; Datasets; Learning; Libraries; Python; Tracing

Bayesian Knowledge Tracing, a model used for cognitive mastery estimation, has been a hallmark of adaptive learning research and an integral component of deployed intelligent tutoring systems (ITS). In this paper, we provide a brief history of knowledge tracing model research and introduce pyBKT, an...