2 papers
cs.CY2025
Starting Seatwork Earlier as a Valid Measure of Student Engagement
Ashish Gurung, Jionghao Lin, Zhongtian Huang +4
Prior work has developed a range of automated measures ("detectors") of student self-regulation and engagement from student log data. These measures have been successfully used to…
stat.ML2024
ABROCA Distributions For Algorithmic Bias Assessment: Considerations Around Interpretation
Conrad Borchers, Ryan S. Baker
Algorithmic bias continues to be a key concern of learning analytics. We study the statistical properties of the Absolute Between-ROC Area (ABROCA) metric. This fairness measure qu…