CLEKI-CD represents student mastery and exercise difficulty as multidimensional vectors and generates a latent Q-matrix via attention-based knowledge aggregation, improving cognitive diagnosis predictions.
The attribute hierarchy method for cognitive assessment: A variation on tatsuoka’s rule- space approach
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Concept-Aware Latent and Explicit Knowledge Integration for Enhanced Cognitive Diagnosis
CLEKI-CD represents student mastery and exercise difficulty as multidimensional vectors and generates a latent Q-matrix via attention-based knowledge aggregation, improving cognitive diagnosis predictions.