Jeremy Marbach

Predicting Student Performance Using Sequence Models in XLogoOnline

2024

This study investigates the efficacy of sequence modelling in predicting student performance. Over eight months, user interactions were recorded as students solved navigation tasks in the XLogoOnline programming environment. On this data, three sequence models …