Artificial intelligence in education research during 2013-2023: A review based on bibliometric analysis

被引:1
|
作者
Guo, Shuchen [1 ]
Zheng, Yuanyuan [1 ]
Zhai, Xiaoming [2 ,3 ]
机构
[1] Nanjing Normal Univ, Sch Educ, Nanjing, Jiangsu, Peoples R China
[2] Univ Georgia, AI4STEM Educ Ctr, 125M Aderhold Hall,110 Carlton St, Athens, GA 30602 USA
[3] Univ Georgia, Dept Math Sci & Social Studies Educ, 125M Aderhold Hall,110 Carlton St, Athens, GA 30602, Georgia
基金
美国国家科学基金会;
关键词
Artificial intelligence (AI); AI in education (AIED); Machine learning (ML); Bibliometric analysis; Citespace software; TUTORING SYSTEMS; LEARNING ANALYTICS; SCIENCE; TRENDS; SPEECH; TEXT;
D O I
10.1007/s10639-024-12491-8
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Research on Artificial Intelligence in Education (AIED) has rapidly progressed in recent years, and understanding the research trends and development is essential for technological innovations and implementations in education. Using a bibliometric analysis of 6843 publications from Web of Science and Scopus, we found that China, US, India, Spain, and Germany led the research profuctivity. AIED research is concerned more with higher education compared to K-12 education. Fifteen research trends emerged from the analysis, such as Educational Robots and Large Data Mining. Research has primarily leveraged technologies of machine learning, decision trees, deep learning, speech recognition, and computer vision in AIED. The major implementations of AI include educational robots, automated grading, recommender systems, learning analytics, and intelligent tutoring systems. Among the implementations, a majority of AIED research was conducted in seven major subject domains, chief among them being science, technology, engineering and mathematics (STEM) and language disciplines, with a focus on computer science and English education.
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页数:23
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