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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
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Sun, Zhong; Yang, Xian Min; He, Ke Kang – Computer Assisted Language Learning, 2016
The rapid development of the digital classroom has made it possible to combine extensive reading with online writing, yet research and development in this area are lacking. This study explores the impact of online writing after extensive reading in a classroom setting in China where there was one computer for each student (a 1:1 digital…
Descriptors: Reading Strategies, Elementary School Students, Writing Assignments, Foreign Countries