四川师范大学学报（自然科学版）2025，Vol.48Issue(4)：499-509,11.DOI:10.3969/j.issn.1001-8395.2025.04.007
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
摘要
Abstract
In the context of digital transformation in the education sector,the construction of smart campuses has become a pivotal component.The growing societal demand for innovative talents underscores the significance and urgency of this endeavor.Over the past two years,large language models(LLMs)have emerged as crucial tools in supporting the evolution of smart campuses.Their excep-tional capabilities in data processing and comprehension have played a key role.This paper begins by outlining the core concepts,op-erational principles,and training mechanisms of LLMs to establish a theoretical foundation for understanding their applications in the educational domain.It then explores the potential applications of LLM-based educational agents and large multimodal models in teach-ing and learning,elucidating how these technologies can advance the construction and development of smart campuses in primary and secondary schools.Ultimately,the paper presents a strategic framework aimed at providing a reference pathway for the 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Key words
large language models/educational agents/multimodal data/smart campus分类
信息技术与安全科学引用本文复制引用
梁智杰,梁婷,苏建宇,王玲,杨娟..大模型赋能中小学智慧校园建设:技术架构与实施策略[J].四川师范大学学报（自然科学版）,2025,48(4):499-509,11.基金项目
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)和四川省哲学社会科学基金(SCJJ24ND156). （23YJC880062）
