Table 1 Comparison of the BKT, CDM, ATC,DKT/SAKT, DKVMN/Deep-IRT, AKT, EAKT frameworks.
From: Embedding cognitive framework with self-attention for interpretable knowledge tracing
| Â | Multi-dimension skill in KC level | Temporal knowledge state tracing | Processing power for large datasets | Explainability of Knowledge state |
|---|---|---|---|---|
BKT | No | Yes | No | Yes |
CDM | Yes | No | No | Yes |
ATC | Yes | Yes | No | Yes |
DKT/SAKT | No | Yes | Yes | No |
DKVMN/Deep-IRT | No | Yes | Yes | Yes |
AKT | No | Yes | Yes | Yes |
EAKT | Yes | Yes | Yes | Yes |
