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儿童教育中多智能体系统的应用:技术演进、作用机制与治理框架

郑博利 王慧 戴永亮 金志娟 胡孟晗

教育生物学杂志2026,Vol.14Issue(3):163-170,175,9.
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教育生物学杂志2026,Vol.14Issue(3):163-170,175,9.DOI:10.3969/j.issn.2095-4301.2026.03.001

儿童教育中多智能体系统的应用:技术演进、作用机制与治理框架

Application of multi-agent system in children's education:technological evolution,mechanism of action,and governance framework

郑博利 1王慧 2戴永亮 2金志娟 3胡孟晗4

作者信息

  • 1. 华东师范大学医学与健康研究院(中国 上海 200241)
  • 2. 万达信息股份有限公司(中国 上海 201112)
  • 3. 上海交通大学医学院附属上海儿童医学中心(中国 上海 200127)
  • 4. 华东师范大学信息与电子工程学院(中国 上海 200241)
  • 折叠

摘要

Abstract

The application of artificial intelligence(AI)in education has gradually evolved from isolated question-answering tools to modes of role collaboration and workflow orchestration.Focusing on preschool and primary education,this review synthesizes core reviews and representative studies on intelligent tutoring systems,pedagogical agents,large language model agents,and multi-agent system(MAS).Adopting a structured narrative review approach,it analyzes the technological evolution,application scenarios,mechanisms of action,and governance boundaries of these technologies.The results show that MAS can support educational scenarios,including reading enlightenment,mathematical inquiry,classroom collaboration,teacher assistance,and home-school communication through task decomposition,role cooperation,peer interaction simulation,and multimodal process assessment.Current relevant studies still focus primarily on short-term researches,quasi-experiments,and prototype validations.In the field of children's education,MAS should be positioned as a fundamental carrier for human-AI collaborative learning that conforms to children's developmental laws,is teacher-led,and is regulated by adult mediation.Its effective application relies on educational scenario adaptation,minimal data collection,human-in-the-loop verification,and traceable management of rights and responsibilities.For practical promotion,priority deployment on the adult side,initiation in low-risk scenarios,and gradual hierarchical authorization are recommended.

关键词

多智能体系统/儿童教育/教育智能体/大语言模型/人机协同

Key words

multi-agent system/children's education/educational agent/large language model/human-AI collaboration

引用本文复制引用

郑博利,王慧,戴永亮,金志娟,胡孟晗..儿童教育中多智能体系统的应用:技术演进、作用机制与治理框架[J].教育生物学杂志,2026,14(3):163-170,175,9.

教育生物学杂志

2095-4301

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