Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts

X Sun, Q Liu, K Zhang, S Shen, F Wang… - arxiv preprint arxiv …, 2024 - arxiv.org
Cognitive diagnosis (CD) aims to reveal students' proficiency in specific knowledge
concepts. With the increasing adoption of intelligent education applications, accurately …

Mhcd: Multi-Hierarchy Interactive Constraint-Aware Cognitive Diagnosis Framework

X Sun, K Zhang, S Shen, F Wang, W Gong… - Available at SSRN … - papers.ssrn.com
Cognitive Diagnosis (CD) is a fundamental aspect of educational data mining that focuses
on assessing students' mastery of specific knowledge domains by analyzing their response …