Computational psychometric approach for assessing mathematical problem-solving skills

摘要

In this paper, we described a computational approach in educational assessment and illustrated it with an interactive textbook of mathematics for undergraduate students. To maintain the validity of assessment results, we used evidence-centered design since data collection in psychometrics is aligned with a theoretical framework. However, the results of computational methods can be used as collateral information to extend psychometric models.