DASKT uses behavioral logs, K-means clustering, and graph attention to simulate student affect and includes it in an LSTM knowledge tracer, claiming state-of-the-art results.
Context-aware attentive knowledge tracing,
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DASKT: A Dynamic Affect Simulation Method for Knowledge Tracing
DASKT uses behavioral logs, K-means clustering, and graph attention to simulate student affect and includes it in an LSTM knowledge tracer, claiming state-of-the-art results.