arXiv:2410.03018cs.CYcs.AI2024-10被引 175

教师如何应对生成式AI?这篇论文给出了角色进阶框架。

Transforming Teachers' Roles and Agencies in the Era of Generative AI: Perceptions, Acceptance, Knowledge, and Practices

  • 将教师分为观察者、采纳者、合作者、创新者四类,对应不同参与程度。
  • 教师需从被动使用转向深度整合AI,成为知识共创伙伴。
  • 适合关注AI教育应用的教师、教研人员和政策制定者阅读。

本文探讨生成式人工智能(GenAI)对教师角色与自主性的变革影响,提出一个涵盖教师感知、认知、接纳度与实践行为的综合框架。随着ChatGPT等GenAI技术日益融入教育场景,教师需适应其在内容生成、个性化学习与学生互动中的重要作用。然而,现有研究常孤立分析这些因素,忽视它们如何共同影响教师的实践整合能力。本文填补该空白,构建四类教师角色模型:观察者、采纳者、合作者与创新者,反映其在GenAI课堂中的自主性层级。研究强调,教师需通过持续专业发展与机构支持,实现从基础使用者向与AI协同创造知识者的转变。要充分发挥GenAI的教育潜力,教师不仅须理解并接受其能力,更需将其深度嵌入教学策略中。本研究为推动教师有效采纳GenAI提供了理论框架与实践启示。

原文摘要 · Abstract (English)

This paper explores the transformative impact of Generative Artificial Intelligence (GenAI) on teachers' roles and agencies in education, presenting a comprehensive framework that addresses teachers' perceptions, knowledge, acceptance, and practices of GenAI. As GenAI technologies, such as ChatGPT, become increasingly integrated into educational settings, teachers are required to adapt to evolving classroom dynamics, where AI plays a significant role in content creation, personalized learning, and student engagement. However, existing literature often treats these factors in isolation, overlooking how they collectively influence teachers' ability to effectively integrate GenAI into their pedagogical practices. This paper fills this gap by proposing a framework that categorizes teachers into four roles -- Observer, Adopter, Collaborator, and Innovator -- each representing different levels of GenAI engagement, outlining teachers' agencies in GenAI classrooms. By highlighting the need for continuous professional development and institutional support, we demonstrate how teachers can evolve from basic GenAI users to co-creators of knowledge alongside GenAI systems. The findings emphasize that for GenAI to reach its full educational potential, teachers must not only accept and understand its capabilities but also integrate it deeply into their teaching strategies. This study contributes to the growing literature on GenAI in education, offering practical implications for supporting teachers in navigating the complexities of GenAI adoption.

生成式AI教师角色教育科技智能教学

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