Y J, Liu T C, Zhang X C, Wang G, Yu T Li . New development of cognitive diagnosis models. Frontiers of Computer Science, 2023, 17(1): 171604
2
S J Haberman . Identifiability of parameters in item response models with unconstrained ability distributions. ETS Research Report Series, 2005, 2005(2): i−22
3
La Torre J. De . Dina model and parameter estimation: a didactic. Journal of Educational and Behavioral Statistics, 2009, 34(1): 115−130
4
F, Wang Q, Liu E H, Chen Z Y, Huang Y Y, Chen Y, Yin Z, Huang S J Wang . Neural cognitive diagnosis for intelligent education systems. In: Proceedings of the 34th AAAI Conference on Artificial Intelligence. 2020, 6153–6161
5
F, Wang Q, Liu E H, Chen Z Y, Huang Y, Yin S J, Wang Y Su . NeuralCD: a general framework for cognitive diagnosis. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(8): 8312−8327
6
X Z, Chen L, Wu F, Liu L, Chen K, Zhang R C, Hong M Wang . Disentangling cognitive diagnosis with limited exercise labels. In: Proceedings of the 37th International Conference on Neural Information Processing Systems. 2023, 792
7
J H, Shen H, Qian W, Zhang A M Zhou . Symbolic cognitive diagnosis via hybrid optimization for intelligent education systems. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence. 2024, 14928–14936
8
Z, Wang A, Lamb E, Saveliev P, Cameron Y, Zaykov J M, Hernández-Lobato R E, Turner R G, Baraniuk C, Barton S P, Jones S, Woodhead C Zhang . Diagnostic questions: the neurips 2020 education challenge. 2020, arXiv preprint arXiv: 2007.12061
