Adaptive meta-knowledge dictionary learning for incremental knowledge tracing

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Huan Dai, Yupei Zhang, Yue Yun, Rui An, Wenxin Zhang, Xuequn Shang

Published: 2024, Last Modified: 14 Nov 2024Eng. Appl. Artif. Intell. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Incremental knowledge tracing is more in line with online education scenarios.•The fine-grained division of knowledge concepts can better distinguish students.•We propose an online meta-knowledge dictionary learning algorithm.•Student performance prediction is greatly improved by 20%.