Evolutionary Multi-Objective Neural Architecture Search for Generalized Cognitive Diagnosis Models

Cognitive diagnosis models (CDMs) with high generalization are essential for intelligent education systems to reveal students' knowledge states in multiple datasets. However, existing CDMs' architectures are designed dependent on researcher expertise and experience from observing and summa...

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Vydáno v:	2023 5th International Conference on Data-driven Optimization of Complex Systems (DOCS) s. 1 - 10
Hlavní autoři:	Yang, Shangshang, Zhen, Cheng, Tian, Ye, Ma, Haiping, Liu, Yuanchao, Zhang, Panpan, Zhang, Xingyi
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 22.09.2023
Témata:	Behavioral sciences Cognitive diagnosis Computational modeling Computer architecture Education evolutionary algorithm Evolutionary computation Genetics multi-objective optimization neural architecture search Search problems
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