Artificial Intelligence in Education: A Science Mapping Approach

IF 1.3 Q3 EDUCATION, SCIENTIFIC DISCIPLINES International Journal of Education in Mathematics Science and Technology Pub Date : 2023-04-24 DOI:10.46328/ijemst.3368
Abdullatif Kaban
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Abstract

While using artificial intelligence in education is a popular field of study for researchers, it has become a joint application for educational institutions. Educational institutions are trying to establish artificial intelligence-based systems to improve the existing education systems. On the other hand, education researchers want to determine which artificial intelligence models are the most effective. To provide an in-depth resource for both researchers and educators on the use of artificial intelligence in education, this study aims to make a bibliometric analysis of articles related to artificial intelligence in education. After the query was made in the Web of Science database, 1153 articles related to the subject were obtained. As a result of the bibliometric analysis of the articles obtained, the most influential journals are Education and Information Technologies and Computers Education, and the most influential authors are Scouller, Biggs, and Hwang. After 2019, it has been observed that there has been a significant increase in the number of studies, the first examples of which were found in 1985. It is thought that this study, which provides results on the most cited publications, trending topics, thematic map of keywords, and co-occurrence network, will serve as a bedside resource for both educators and researchers. Implications of the findings for theory and practice are discussed.
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教育中的人工智能:一种科学映射方法
虽然人工智能在教育中的应用是研究人员的热门研究领域,但它已成为教育机构的联合应用。教育机构正在尝试建立基于人工智能的系统来改进现有的教育系统。另一方面,教育研究人员想要确定哪种人工智能模型是最有效的。本研究旨在对人工智能在教育中的应用进行文献计量分析,为研究人员和教育工作者提供深入的资源。在Web of Science数据库中进行查询后,获得了与该主题相关的1153篇文章。对获得的文章进行文献计量分析的结果是,最有影响力的期刊是《教育与信息技术》和《计算机教育》,最有影响力的作者是Scouller、Biggs和Hwang。据观察,2019年之后,研究数量显著增加,1985年发现了第一个例子。本研究提供了被引次数最多的出版物、热门话题、关键词主题图和共现网络的结果,可以作为教育工作者和研究人员的床边资源。讨论了研究结果对理论和实践的意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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23.10%
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