EAP课程中学生人工智能元认知意识的发展:体验学习理论的定性检验

IF 5.6 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Yangyu Xiao, Xiaohua Liu, Yao Yao
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引用次数: 0

摘要

虽然元认知意识对于学生战略性和批判性地利用人工智能工具至关重要,但很少有研究在人工智能支持的学习环境中对此进行调查。本研究通过收集中国一所大学选修EAP课程的23名学生的反思日志和访谈数据来研究这一关键问题。根据体验式学习理论,该理论描述了学习者如何通过具体经验、反思性观察、抽象概念化和积极实验来适应和建立新的知识和技能,该研究发现,在完成三个课程作业时,学生在动态、迭代和关键的过程中使用人工智能工具。通过这种参与,他们反思了特定工具和策略的有效性,并将人工智能在提供不同类型帮助方面的效用概念化,最终形成了关于何时、何地、为什么以及如何在学习中使用人工智能的具体和综合、抽象元认知知识。通过有目的地规划、探索、监测、评估和调整他们的人工智能策略,发现这些复杂、相互关联的知识进一步影响了他们对人工智能的使用。该研究还揭示了人工智能使用对语言发展的普遍负面影响,表明人工智能使用的工具动机可能会产生不利影响。这些发现强调了将元认知意识重新定义为一个协同系统的必要性,以及在学生中培养这种意识的重要性。该研究还为教师设计教学活动提供了教学意义,鼓励学生积极反思他们与人工智能的互动,并规范他们的人工智能策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Students’ development of AI metacognitive awareness in an EAP course: A qualitative inspection through the Experiential Learning Theory
While metacognitive awareness is crucial for students to utilise AI tools strategically and critically, little research has been conducted to investigate this in the AI-empowered learning context. The present study examined this critical issue through collecting reflective journals and interview data from 23 students enrolled in an EAP course at a Chinese university. Drawing on the Experiential Learning Theory, which delineates how learners adapt and build new knowledge and skills through concrete experience, reflective observation, abstract conceptualisation, and active experimentation, this study found that students engaged with AI tools in a dynamic, iterative, and critical process when completing three course assignments. Through such engagement, they reflected on the effectiveness of specific tools and strategies and conceptualised AI’s utility in providing different types of assistance, culminating into the development of both specific and integrated, abstract metacognitive knowledge about when, where, why, and how to use AI in their learning. Such complex, interconnected knowledge was found to have further influenced their AI use through purposefully planning, exploring, monitoring, evaluating, and adjusting their AI strategies. The study also disclosed a generally negative perceived impact of AI use on language development, indicating the potentially detrimental effect of instrumental motivation for AI use. These findings highlight the need to reconceptualise metacognitive awareness as a synergistic system and the importance of fostering such awareness among students. Pedagogical implications are also drawn for teachers to design instructional activities that encourage students to actively reflect on their interactions with AI and regulate their AI strategies.
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来源期刊
System
System Multiple-
CiteScore
8.80
自引率
8.30%
发文量
202
审稿时长
64 days
期刊介绍: This international journal is devoted to the applications of educational technology and applied linguistics to problems of foreign language teaching and learning. Attention is paid to all languages and to problems associated with the study and teaching of English as a second or foreign language. The journal serves as a vehicle of expression for colleagues in developing countries. System prefers its contributors to provide articles which have a sound theoretical base with a visible practical application which can be generalized. The review section may take up works of a more theoretical nature to broaden the background.
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