评价生成式人工智能对数学教育的影响:越南高中的比较研究

IF 3 Q1 PSYCHOLOGY, MULTIDISCIPLINARY
Son Ha Xuan, Anh Tuan Nguyen, Thau Nguyen, Ly Nguyen, Hung Nguyen, Nghiem Pham, Trinh Phung, Bang Ngo, Vinh Nguyen, Minh Nguyen, Thuan Tran, Tung Le, Kha Nguyen, Pratima FNU
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引用次数: 0

摘要

当代教育格局正经历着从传统的、以教师为中心的方法到更加以学生为中心的方法的范式转变。本文考察了传统模式的局限性,强调了它无法满足不同的学习风格和培养批判性思维。相当大比例的学生报告说,他们的学习需求缺乏满足,缺乏参与,这突显了建立一个更具适应性和个性化的教育框架的必要性。作为回应,本研究探讨了人工智能(AI)在教育中的整合,特别关注越南等发展中国家。基于人工智能的解决方案,包括个性化学习体验、可扩展性和资源优化,被认为是传统教育系统面临挑战的可行答案。本文探讨了三个主要的研究问题:学生背景对生成人工智能(GenAI)工具有效性的影响,GenAI在增强数学理解方面的贡献,以及人工智能支持的个人学习与传统教学方法的学生结果的比较分析。通过调查这些方面,该研究旨在揭示人工智能在革新教育实践和成果方面的潜力,特别是在资源有限的环境中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Evaluating the Impact of Generative AI in Mathematics Education: A Comparative Study in Vietnamese High Schools

Evaluating the Impact of Generative AI in Mathematics Education: A Comparative Study in Vietnamese High Schools

The contemporary educational landscape is undergoing a paradigm shift from traditional, teacher-centered methods to more student-focused approaches. This paper examines the limitations of the traditional model, highlighting its inability to cater to diverse learning styles and foster critical thinking. A significant percentage of students report disengagement and a lack of accommodation for their learning needs, underlining the necessity for a more adaptive, personalized educational framework. In response, this study explores the integration of artificial intelligence (AI) in education, particularly focusing on developing countries like Vietnam. AI-based solutions, including personalized learning experiences, scalability, and resource optimization, are posited as viable answers to the challenges faced by traditional educational systems. This paper delves into three main research questions: the influence of student background on the effectiveness of generative AI (GenAI) tools, the contribution of GenAI in enhancing mathematical understanding, and a comparative analysis of student outcomes in AI-supported individual study versus traditional teaching methods. By investigating these aspects, the study is aimed at uncovering the potential of AI in revolutionizing educational practices and outcomes, especially in resource-limited settings.

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来源期刊
Human Behavior and Emerging Technologies
Human Behavior and Emerging Technologies Social Sciences-Social Sciences (all)
CiteScore
17.20
自引率
8.70%
发文量
73
期刊介绍: Human Behavior and Emerging Technologies is an interdisciplinary journal dedicated to publishing high-impact research that enhances understanding of the complex interactions between diverse human behavior and emerging digital technologies.
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