高等教育中人工智能自主学习的定性系统综述。

IF 3 1区 心理学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Min Lan, Xiaofeng Zhou
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引用次数: 0

摘要

本系统综述探讨了高等教育中人工智能(AI)应用和自我调节学习(SRL)的新兴交叉领域。为了综合实证研究,我们采用了一种定性的方法来审视人工智能在支持SRL过程中的作用。通过严格遵循PRISMA指南的筛选过程,我们确定了14项不同的研究,这些研究利用了人工智能应用程序,包括聊天机器人、自适应反馈系统、严肃游戏和电子教科书,以支持学生的自主权。我们的研究结果揭示了一个微妙的图景,即人工智能在促进SRL的预见、性能和反思阶段方面展示了潜力,但也强调了该机构是以人为中心还是以人工智能为中心,从而导致SRL模型的变化。这篇综述强调了平衡人工智能整合的必要性,确保在不损害学生自我效能的情况下利用技术优势。这意味着未来人工智能将成为高等教育SRL结构中精心编织的一条线,需要进一步研究以优化这种协同作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A qualitative systematic review on AI empowered self-regulated learning in higher education.

A qualitative systematic review on AI empowered self-regulated learning in higher education.

A qualitative systematic review on AI empowered self-regulated learning in higher education.

A qualitative systematic review on AI empowered self-regulated learning in higher education.

This systematic review explores the burgeoning intersection of Artificial Intelligence (AI) applications and self-regulated learning (SRL) in higher education. Aiming to synthesize empirical studies, we employed a qualitative approach to scrutinize AI's role in supporting SRL processes. Through a meticulous selection process adhering to PRISMA guidelines, we identified 14 distinct studies that leveraged AI applications, including chatbots, adaptive feedback systems, serious games, and e-textbooks, to support student autonomy. Our findings reveal a nuanced landscape where AI demonstrates potential in facilitating SRL's forethought, performance, and reflection phases, yet also highlights whether the agency is human-centered or AI-centered leading to variations in the SRL model. This review underscores the imperative for balanced AI integration, ensuring technological advantages are harnessed without undermining student self-efficacy. The implications suggest a future where AI is a thoughtfully woven thread in the SRL fabric of higher education, calling for further research to optimize this synergy.

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来源期刊
CiteScore
5.40
自引率
7.10%
发文量
29
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