Estimating programming knowledge with Bayesian knowledge tracing

摘要

In this paper we present a concept for three-phase measuring method, which can be used to obtain data on student learning. The focus of this method lies on the technical aspects of learning programming, answering questions like which programming constructs students applied and how large portion of the students understood the concepts of programming language.