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融入AI智能体教师的人机协同双师模式研究OA

Research on Human-Machine Collaborative Dual-Teacher Model Embedded with AI Agent Teacher

中文摘要英文摘要

随着生成式人工智能技术与数字化课堂的深度融合,多模态大模型驱动的 AI智能体正逐渐成为教学活动的关键载体.参考 AI智能体的组成结构,结合 AI智能体的相关研究成果,文章设计了 AI智能体教师、阐释了其技术架构并探索了其教学实现.在此基础上,文章依托人机协同"双师共教"模式,以双过程认知发展理论和建构主义教学理论作指导,进一步构建了融入 AI教师智能体教师的人机协同双师模式,并介绍了其部署应用的相关情况.为评估融入 AI智能体教师的人机协同双师模式的应用效果,文章在计算机类的本科生专业课程"计算机体系结构"中进行了此模式的教学应用.通过教学应用效果对比实验,文章发现:此模式对学生的学习成绩、认知能力均有显著提升作用,对学习动机也有一定的增强作用.文章的研究为 AI 智能体教师开发提供了理论指导,并为 AI 智能体技术应用于教学实践提供了有效路径,有助于推动人机协同教学的开展和范式转型.

With the deep integration of generative artificial intelligence technology and digitalized classrooms,AI agents driven by multimodal large models have gradually become a key carrier for teaching activities.Referring to the component structure of AI agents and combining relevant research findings on AI agents,this paper designed an AI agent teacher,elaborated on its technical architecture,and explored its teaching implementation.On this basis,relying on the human-machine collaborative"dual-teacher co-teaching"model and guided by the dual-process cognitive development theory and constructivist teaching theory,this paper further constructed the human-machine collaborative dual-teacher model embedded with AI agent teacher,and introduced the relevant situation of its deployment and application.To evaluate the application effect of this human-machine collaborative dual-teacher model embedded with AI agent teacher,this paper conducted the teaching application of this model in"Computer Architecture",a professional course for undergraduate students majoring in computer-related disciplines.Through a comparative experiment on teaching application effects,this paper found that this model enhanced students'academic performance and cognitive abilities,and also had a certain positive effect on their learning motivation.The research in this paper provided theoretical guidance for the development of AI agent teachers and offered an effective pathway for applying AI agent technology to teaching practice,and could help to promote the implementation and paradigm transformation of human-machine collaborative teaching.

陈瑞

天津大学 微电子学院,天津 300072

社会科学

AI智能体教师双师模式人机协同课堂教学

AI agent teacherdual-teacher modelhuman-machine collaborationclassroom teaching

《现代教育技术》 2026 (6)

114-125,12

本文为2024年度教育部产学合作协同育人项目"人工智能算法基础"(项目编号:ZNJZ20240512)、2024年度天津大学课程思政示范课程建设项目"深度学习前沿技术与实践"(项目编号:0903040209)的阶段性研究成果.

10.3969/j.issn.1009-8097.2026.06.012

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