FCNCD is a neural cognitive-diagnostic model that predicts within-block item rankings in forced-choice personality tests using participant and item embeddings trained with a weighted BPR loss.
Fuzzy Cognitive Diagnosis for Modelling Examinee Performance.ACM Transactions on Intelligent Systems and Technology, 9:1–26, 2018
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A Forced-Choice Neural Cognitive Diagnostic Model of Personality Testing
FCNCD is a neural cognitive-diagnostic model that predicts within-block item rankings in forced-choice personality tests using participant and item embeddings trained with a weighted BPR loss.