大模型赋能中小学智慧校园建设:技术架构与实施策略  

Empowering Smart Campus Construction in Primary and Secondary Schools:Technical Architecture and Specific Strategies for Large Language Models

作　　者：梁智杰 梁婷 苏建宇 王玲[1,2] 杨娟 LIANG Zhijie;LIANG Ting;SU Jianyu;WANG Ling;YANG Juan(School of Computer Science,Sichuan Normal University,Chengdu 610101,Sichuan;Sichuan Provincial Key Laboratory of Visualization Computing and Virtual Reality,Sichuan Normal University,Chengdu 610101,Sichuan)

机构地区：[1]四川师范大学计算机科学学院,四川成都610101 [2]四川师范大学可视化计算与虚拟现实四川省重点实验室,四川成都610101

出　　处：《四川师范大学学报(自然科学版)》2025年第4期499-509,共11页Journal of Sichuan Normal University(Natural Science)

基　　金：教育部人文社会科学研究青年基金(23YJC880062);四川省自然科学基金(2022NSFSC0570、2023NSFSC1591);四川省哲学社会科学基金(SCJJ24ND156)。

摘　　要：智慧校园建设是教育领域数字化转型的关键环节,尤其是在社会对创新型人才需求不断增长的当下,其重要性和紧迫性愈发显著.近两年,大模型技术以其在数据处理和理解方面的卓越能力,为智慧校园的发展提供了重要支撑.首先概述大模型的核心概念、运作原理以及训练机制,为理解其在教育领域的应用构建理论基础.随后,深入探讨基于大语言模型的智能体和多模态大模型在教育教学中的应用潜力,并详细阐述这些技术如何促进中小学智慧校园的建设和发展.最后提出一个策略框架,旨在为智能时代下中小学智慧校园的建设提供参考路径.In the context of digital transformation in the education sector, the construction of smart campuses has become apivotal component. The growing societal demand for innovative talents underscores the significance and urgency ofthis endeavor. Over the past two years, large language models (LLMs) have emerged as crucial tools in supportingthe evolution of smart campuses. Their exceptional capabilities in data processing and comprehension have played akey role. This paper begins by outlining the core concepts, operational principles, and training mechanisms of LLMsto establish a theoretical foundation for understanding their applications in the educational domain. It then exploresthe potential applications of LLM-based educational agents and large multimodal models in teaching and learning,elucidating how these technologies can advance the construction and development of smart campuses in primary andsecondary schools. Ultimately, the paper presents a strategic framework aimed at providing a reference pathway forthe construction of smart campuses in the era of intelligence.

关 键 词：大模型 教育智能体 多模态数据 智慧校园 

分 类 号：TP181[自动化与计算机技术—控制理论与控制工程]