A Design of A Simple Yet Effective Exercise Recommendation System in K-12 Online Learning

06/23/2022

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by   Shuyan Huang, et al.

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We propose a simple but effective method to recommend exercises with high quality and diversity for students. Our method is made up of three key components: (1) candidate generation module; (2) diversity-promoting module; and (3) scope restriction module. The proposed method improves the overall recommendation performance in terms of recall, and increases the diversity of the recommended candidates by 0.81% compared to the baselines.