人工智能赋能的教育元宇宙研究与进展

Research and advances in artificial intelligence-empowered educational metaverse

  • 摘要: 通过系统回顾国内外教育元宇宙的发展现状,从理论、应用、技术及关键问题4个维度进行了综合分析,并着重考察了基于人工智能的精准教学及其内容多样化、多重知识表达机制、学习行为识别等关键技术的研究进展.结果表明:教育元宇宙通过虚拟现实(virtual reality,VR)、人工智能与人机交互等技术的融合,可获得高沉浸感的虚实融合教学体验,显著提升学习效果,但其在认知机制研究、个性化学习支撑、人工智能算法准确性方面仍存在不足.由此可知,解决硬件成本、数据与伦理安全、技术融合等关键问题是实现教育元宇宙广泛落实的基石.

     

    Abstract: Through a systematic review of the current development of educational metaverse both domestically and internationally, it conducts a comprehensive analysis from four dimensions: theory, application, technology, and key issues. It highlights advancements in artificial intelligence-driven precision teaching, diversified teaching content, multi-modal knowledge representation, and learning behavior recognition. Results indicate that the educational metaverse, through the integration of virtual reality, artificial intelligence, and human-computer interaction technologies, can provide highly immersive blended teaching experiences that significantly enhance learning outcomes. However, shortcomings remain in areas such as cognitive mechanism research, support for personalized learning, and the accuracy of artificial intelligence algorithms. Therefore, addressing critical issues including hardware costs, data and ethical security, and technological integration serves as the cornerstone for the widespread implementation of the educational metaverse.

     

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