72 citations · 248 across the 24 of their papers we have counts for
4 papers · 1 filter
pyBKT: An Accessible Python Library of Bayesian Knowledge Tracing Models
Anirudhan Badrinath, Frederic Wang, Zachary Pardos
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 tutor…
Towards Equity and Algorithmic Fairness in Student Grade Prediction
Weijie Jiang, Zachary A. Pardos
Equity of educational outcome and fairness of AI with respect to race have been topics of increasing importance in education. In this work, we address both with empirical evaluatio…
Unsupervised Representations Predict Popularity of Peer-Shared Artifacts in an Online Learning Environment
Renzhe Yu, John Scott, Zachary A. Pardos
In online collaborative learning environments, students create content and construct their own knowledge through complex interactions over time. To facilitate effective social lear…
Learning Skill Equivalencies Across Platform Taxonomies
Zhi Li, Cheng Ren, Xianyou Li +1
Assessment and reporting of skills is a central feature of many digital learning platforms. With students often using multiple platforms, cross-platform assessment has emerged as a…