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Ai, Fangzhe; Chen, Yishuai; Guo, Yuchun; Zhao, Yongxiang; Wang, Zhenzhu; Fu, Guowei; Wang, Guangyan – International Educational Data Mining Society, 2019
Personalized education systems recommend learning contents to students based on their capacity to accelerate their learning. This paper proposes a personalized exercise recommendation system for online self-directed learning. We first improve the performance of knowledge tracing models. Existing deep knowledge tracing models, such as Dynamic…
Descriptors: Online Courses, Independent Study, Grade 5, Elementary School Students