通过人工智能提高学生学习能力:文献计量分析

IF 4 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Gawon Yun, Kewman M. Lee, Hailey Hyunjin Choi
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引用次数: 0

摘要

随着研究人员深入探讨人工智能对我们生活各个方面的变革性影响,学术界对人工智能(AI)的兴趣急剧上升。人工智能既带来了好处,也带来了挑战,特别是在教育工作者努力理解学生学习过程的复杂性方面。虽然利用人工智能来提高和帮助学生学习相对较新,但近年来学术界对人工智能和学生学习的关注和相关出版物呈指数级增长,这凸显了进一步探究的迫切必要性。对这一领域的研究对于了解这一研究领域的新兴趋势至关重要。本研究旨在从学生学习的角度,深入探讨新兴的人工智能研究轨迹。本研究采用文献计量学方法,对 1961 年至 2024 年间发表的 663 篇与人工智能和学生学习之间的关系有关的学术文章进行了研究。我们的研究结果揭示了四大主题领域,包括人工智能在教育和教育技术中的应用、人工智能驱动的学习环境、重要的人工智能推动因素以及人类学习,并强调了这一交叉领域的前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Empowering Student Learning Through Artificial Intelligence: A Bibliometric Analysis
Scholarly interest in artificial intelligence (AI) has surged as researchers delve into its transformative impact on various aspects of our lives. AI poses both benefits and challenges, particularly in the context of educators' endeavors to comprehend the intricacies of students' learning processes. Although the use of AI to enhance and assist student learning is relatively new, the exponential growth of scholarly attention and publications in AI and student learning in recent years underscores the compelling necessity for further inquiry. Investigating this area is crucial for understanding the emerging trends in this research domain. This study aims to provide insights into the burgeoning research trajectories on AI from a student learning perspective. Using a bibliometric approach, this study examined 663 scholarly articles pertaining to the interface between AI and student learning published between 1961 and 2024. Our findings reveal four major thematic areas including AI in education and educational technology, AI-driven learning environments, essential AI enablers, and human learning and highlight promising avenues at this intersection.
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来源期刊
Journal of Educational Computing Research
Journal of Educational Computing Research EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
11.90
自引率
6.20%
发文量
69
期刊介绍: The goal of this Journal is to provide an international scholarly publication forum for peer-reviewed interdisciplinary research into the applications, effects, and implications of computer-based education. The Journal features articles useful for practitioners and theorists alike. The terms "education" and "computing" are viewed broadly. “Education” refers to the use of computer-based technologies at all levels of the formal education system, business and industry, home-schooling, lifelong learning, and unintentional learning environments. “Computing” refers to all forms of computer applications and innovations - both hardware and software. For example, this could range from mobile and ubiquitous computing to immersive 3D simulations and games to computing-enhanced virtual learning environments.
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