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篇名 基于自动化方法的教育人工智能系统设计与应用
並列篇名 Design and Application of Educational Artificial Intelligence System Based on Automation Method
作者 王萍(Wang Ping) 、王陈欣(Wang Chenxin) 、朱璇(Zhu Xuan)
中文摘要 教育人工智能系统设计与应用研究的目标是推动教育与人工智能深度融合,促进人工智能在教育领域的落地,加速教育迈向智能化时代。文章从文献分析、地平线报告分析、技术成熟度模型分析三个方面梳理了当前教育人工智能应用研究的现状。接着,分析了教育人工智能系统的主要功能模块,归纳了系统设计开发中存在的问题与面临的困难。在此基础上提出了基于自动化思想和学习理论支持的新型教育人工智能系统设计方法与模型,并进行了案例实践研究。基于自动化方法的教育人工智能系统设计有助于帮助教师实现智能教育应用,降低人工智能应用门槛,扩展教育应用场景,提高开发与更新效率。
英文摘要 The research object of design, development and application of educational artificial intelligence system is to promote deep integration of education and artificial intelligence, to promote the implementation of artificial intelligence in education, and to accelerate education to intelligent age. This paper analyzes the current state of educational artificial intelligence from three aspects of literature analysis, horizon report analysis, and hype cycle analysis. Then, the main functional modules of educational artificial intelligence system are explored and the existing problems and difficulties are discussed. This paper proposes a new design model of educational artificial intelligence system based on automatic thoughts and learning theory. A case study is conducted. This new design method would help teachers to development intelligent educational applications, to lower the threshold of artificial intelligence application, to expand the educational application scenario, and to improve development and update efficiency.
頁次 007-015
關鍵詞 自动化 教育 人工智能 系统设计 学习理论 automation education artificial intelligence system design learning theory CSSCI
卷期 401
日期 202006
刊名 中國電化教育
出版單位 中國電化教育雜誌社