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篇名 情感计算教育应用的多维透视
並列篇名 A Multidimensional Perspective on the Educational Application of Affective Computing
作者 叶俊民(YE Junmin) 、周进(ZHOU Jin) 、李超(LI Chao)
中文摘要 作为教育人工智能研究的重要领域,情感计算主要通过挖掘学习情感及其变化过程来提升学习交互体验与优化教学策略。然而,相关研究对情感计算的认识与理解深度还不够,缺乏教育应用的系统分析。鉴于此,本研究通过内容分析法,从理论基础、测量方法、系统开发、应用场景与实践价值等维度对其加以梳理,指出情感计算正加速融合于智能导师系统、在线学习平台、教育游戏等场景,并实现赋能学业预测、学习交互、教学干预与教学评价。未来情感计算教育研究应推动情感与认知融合,重构学习理论基础,通过整合情感测量方法与提升系统嵌入能力,拓展其应用边界与价值潜能。文章最后建议从理论创新、技术研发、实践应用与风险规避等层面加快推动我国情感计算教育融合与创新。
英文摘要 As an important field of artificial intelligence in education, affective computing (AC) can enhance learning interactive experience and optimize teaching strategies by mining learning emotions and changing processes. However, the knowledge and understanding of AC is still inadequate in relevant studies, and systematic analysis of its educational applications is lacking. The study adopted a content analysis approach to analyze the theoretical foundation, measurement methods, system development, application scenarios, and practical value. The study pointed out that AC is accelerating the integration of intelligent tutoring systems, online learning platforms, educational games, and other scenarios. The study also provided solutions for the empowered academic prediction, learning interaction, teaching intervention, and teaching evaluation. Future research on AC should promote the integration of emotion and cognition, reconstruct the theoretical foundation of learning, and expand its application boundary and value potential by integrating affective measurement methods and enhancing the system’s embedded capabilities. On this basis, academics should accelerate the integration and innovation of AC in China from the perspectives of theoretical innovation, technology development, practical application, and risk avoidance.
頁次 077-088
關鍵詞 情感计算 人工智能 教育创新 情感导师系统 人机交互 affective computing artificial intelligence education innovation affective tutoring system human-computer interaction CSSCI
卷期 26:6
日期 202012
刊名 開放教育研究
出版單位 上海遠程教育集團、上海電視大學
DOI 10.13966/j.cnki.kfjyyj.2020.06.008