Graph Neural Item Response Model for Networked Learning Environments
Journal of Educational and Behavioral Statistics
Published online on July 21, 2026
Abstract
Journal of Educational and Behavioral Statistics, Ahead of Print.
Learning increasingly occurs in socially and behaviorally connected environments, yet classical item response theory models treat examinees as independent and estimate latent abilities as free parameters. We introduce a graph neural item response model (...
Learning increasingly occurs in socially and behaviorally connected environments, yet classical item response theory models treat examinees as independent and estimate latent abilities as free parameters. We introduce a graph neural item response model (...