Proceedings of the 3rd International Conference on New Media Development and Modernized Education, NMDME 2023, October 13–15, 2023, Xi’an, China

Research Article

AI-Assisted Shadow Learning Oriented to Cultivation of Interdisciplinary Innovation Ability of College Students

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  • @INPROCEEDINGS{10.4108/eai.13-10-2023.2341281,
        author={Zhibin  Zhao and Zhili  Wang and Xing  Yin and Han  Zhang and Sihao  Liu},
        title={AI-Assisted Shadow Learning Oriented to Cultivation of Interdisciplinary Innovation Ability of College Students},
        proceedings={Proceedings of the 3rd International Conference on New Media Development and Modernized Education, NMDME 2023, October 13--15, 2023, Xi’an, China},
        publisher={EAI},
        proceedings_a={NMDME},
        year={2024},
        month={1},
        keywords={shadow learning; interdisciplinary innovation; cultivation of innovation ability chatgpt generative ai},
        doi={10.4108/eai.13-10-2023.2341281}
    }
    
  • Zhibin Zhao
    Zhili Wang
    Xing Yin
    Han Zhang
    Sihao Liu
    Year: 2024
    AI-Assisted Shadow Learning Oriented to Cultivation of Interdisciplinary Innovation Ability of College Students
    NMDME
    EAI
    DOI: 10.4108/eai.13-10-2023.2341281
Zhibin Zhao1, Zhili Wang1,*, Xing Yin1, Han Zhang1, Sihao Liu1
  • 1: Nanchang University
*Contact email: wangzhili@ncu.edu.cn

Abstract

From the perspective of the interdisciplinary innovation ability cultivation of college students, this paper discusses the shadow learning paradigm, analyzes six problems that may exist in the implementation process, and proposes feasible AI-assisted solutions based on ChatGPT and generative artificial intelligence. The six issues in the shadow learning paradigm include the limitation of knowledge boundaries, personalized learning objectives and plans, customized assessment, novel study methods, additional learning support, and effective communication. The corresponding solutions include personalized knowledge graphs, plan automatic generation, test automatic generation, virtual reality and multimodal resources, virtual community and ChatGPT, and intelligent virtual workspace.