培养批判性思考者和未来设计师:人工智能教育中的设计小说教学法

IF 4.5 2区 教育学 Q1 Social Sciences
Li Li, Marja Bertrand
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引用次数: 0

摘要

人工智能(AI)对社会的普遍影响凸显了对全面人工智能教育的迫切需要,特别是对年轻学生。本研究探讨了设计小说教学法(DFP)如何通过培养对人工智能的理解和鼓励对其社会影响的批判性思考来加强K-12人工智能教育。DFP以建构主义和建构主义理论为基础,将思辨设计和叙事学习结合起来,提供跨学科的教学方法。DFP模型由七个教学步骤组成——研究问题、设计原型、创建未来背景、构建叙述、与利益相关者分享、反思道德考虑、评估和重新设计——在加拿大安大略省的两个独立的为期一周的人工智能教育营中实施。采用定性案例研究方法,我们研究了DFP如何支持小学高年级学生掌握人工智能概念和人工智能的社会影响。研究结果表明,通过整合技术原则、伦理考虑和对人类与人工智能交互的未来主义思考,DFP帮助学生更深入地了解人工智能,同时培养创造力、批判性思维和未来主义思维——这些技能对于负责任地开发和使用人工智能至关重要。因此,DFP作为一种有前途的人工智能教育方法,将技术知识与伦理考虑相结合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fostering critical thinkers and future designers: Design fiction pedagogy in AI education
The pervasive impact of artificial intelligence (AI) on society underscores the critical need for comprehensive AI education, particularly for young students. This study investigates how design fiction pedagogy (DFP) may enhance K-12 AI education by fostering understanding of AI and encouraging critical thinking about its social impact. Grounded in constructivist and constructionist theories, DFP integrates speculative design and narrative learning to provide an interdisciplinary pedagogical approach. The DFP model, which consists of seven pedagogical steps—researching a problem, designing a prototype, creating a future context, building a narrative, sharing with stakeholders, reflecting on ethical considerations, and evaluating and redesigning—was implemented through two separate week-long AI education camps in Ontario, Canada. Using a qualitative case study approach, we examined how DFP supports upper elementary students in grasping AI concepts and AI’s social impact. The findings indicate that, by integrating technical principles, ethical considerations, and futuristic thinking about human-AI interactions, DFP helps students develop a deeper understanding of AI while fostering creativity, critical thinking, and futuristic thinking—skills essential for the responsible development and use of AI. Consequently, DFP emerges as a promising approach for an AI education that integrates technical knowledge with ethical considerations.
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来源期刊
Thinking Skills and Creativity
Thinking Skills and Creativity EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
6.40
自引率
16.20%
发文量
172
审稿时长
76 days
期刊介绍: Thinking Skills and Creativity is a new journal providing a peer-reviewed forum for communication and debate for the community of researchers interested in teaching for thinking and creativity. Papers may represent a variety of theoretical perspectives and methodological approaches and may relate to any age level in a diversity of settings: formal and informal, education and work-based.
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