A.5 An Example of KC Routes Figure 8 shows an example of KCs to illustrate the KC routes involved in the XES3G5M. Specifically, the published data is stored in a data directory named XES3G5M. KC level when a question is associated with multiple KCs. "0" means this is a new question. Each row represents a test student interaction sequence.

Knowledge tracing (KT) is a task that predicts students' future performance based on their historical learning interactions.

We introduce Parsel, a framework enabling automatic implementation and validation of complex algorithms with code LLMs.