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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Bibliographic Details

Published in:	2023 5th International Conference on Data-driven Optimization of Complex Systems (DOCS) pp. 1 - 10
Main Authors:	Yang, Shangshang, Zhen, Cheng, Tian, Ye, Ma, Haiping, Liu, Yuanchao, Zhang, Panpan, Zhang, Xingyi
Format:	Conference Proceeding
Language:	English
Published:	IEEE 22.09.2023
Subjects:	Behavioral sciences Cognitive diagnosis Computational modeling Computer architecture Education evolutionary algorithm Evolutionary computation Genetics multi-objective optimization neural architecture search Search problems
Online Access:	Get full text
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