Artificial Intelligence in Education Research During The Last Ten Years: A Review and Bibliometric Study

Abstract

Research on Artificial Intelligence in Education (AIED) has increased rapidly in recent years, so efforts are needed to understand the status of trends and their development to support and focus these trends. The specific objectives of this study are to analyze document type, source document, contributed country, language, top affiliation, sponsorship funding, top source title, subject area, research station, visualization of mapping research trends across and top 50 cited publications, reviewing some of the top-cited publications on AIED research over the last ten years using bibliometric analysis. The metadata used is the Scopus database and a mapping application using VOSviewer with 457 documents. The bibliometric results show that the development of AIED research has increased exponentially over the last five years. The most common types of documents are articles, journal document sources, and China's most productive country. English being the most significant language, the most prolific author was Kalles, D, some of the top prolific affiliates with four publications, while the most sponsored funding was the National Natural Science Foundation of China and the National Science Foundation. “Journal of Physics: Conference Series” is the primary source, the most research subject area is Computer Science, for the top-cited author is Holmes, W. Mapping of research trends shows that AIED research trends in the last ten years are: 1) it's an application to students; 2) the subject of education in engineering educations; 3) teaching methods; 4) e-learning based education; 5) education system; 6) curriculum included AI. AIED integration could revolutionize the education system.

E-Book Learning Research in Physics Education During the Last Five Years: A Review and Bibliometric Study

“…This research is quantitative with bibliometric analysis conducted using the Scopus database literature study to see the distribution of publications and contributions of articles and scientific contributions [17][18][19][20]. Using the bibliometric analysis, one may gain a comprehensive grasp of the field [21].…”

“…The fourth cluster in yellow (n=14) is concerned with education, methodology, and technology. And the fifth cluster with purple color (n=13) focuses on the student, teacher, science education, and implementation [20]. Figure 6a-6b shows that the relationship between learning and education with e-books has close relationship.…”

Top 100 Cited Research of Confirmatory Factor Analysis (CFA) in Education From 2012 to 2021

“…In addition, there are 1% document types in the form of books and notes, each of which has 1 document. Many researchers choose to publish their writings in journals because the quality is better and higher than other sources (Prahani et al, 2022).…”

Situation and Proposals for Implementing Artificial Intelligence-based Instructional Technology in Vietnamese Secondary Schools

“…AIED encourages extensive research and advancements of interactive and adaptive learning environments for learners from all demographics [6]. Binar Kurnar Prahani (2022) stated that AIED could make massive innovation in education system [7]. According to the Encyclopedia dictionary, AIED has three fundamental meanings: firstly, "education for understanding AI", implying developing the competence at understanding and processing AI; secondly, "education using artificial intelligence", suggesting the application of artificial intelligence to effective teaching and learning in different subjects; thirdly, "AI expert training", indicating education experts in developing AI and teachers specialized in AI [8].…”