Roles and Research Trends of Artificial Intelligence in Mathematics Education
A Bibliometric Mapping Analysis and Systematic Review
Dados Bibliográficos
| ID | 23345883 |
|---|---|
| Autores | Gwo-Jen Hwang (0000-0001-5155-276X, National Taiwan University of Science and Technology), Yun‐Fang Tu (0000-0001-6261-3003, National Taiwan University of Science and Technology) |
| Ano | 2021 |
| Volume | 9 |
| Fascículo | 6 |
| Páginas | 584 |
| Data de publicação | 2021-03-10 |
| Peer Reviewed | Sim |
| Open Access | Sim |
| Tipo | ARTICLE |
| Periódico | Mathematics (JOURNAL) |
| Identificadores do periódico | ISSN: 2227-7390 • E-ISSN: 2227-7390 |
| Editora | MDPI AG (PUBLISHER • IT) |
| DOI | 10.3390/math9060584 |
| Idioma | EN |
| Citações recebidas | 57 |
| Referências citadas | 44 |
Learning mathematics has been considered as a great challenge for many students. The advancement of computer technologies, in particular, artificial intelligence (AI), provides an opportunity to cope with this problem by diagnosing individual students’ learning problems and providing personalized supports to maximize their learning performances in mathematics courses. However, there is a lack of reviews from diverse perspectives to help researchers, especially novices, gain a whole picture of the research of AI in mathematics education. To this end, this research aims to conduct a bibliometric mapping analysis and systematic review to explore the role and research trends of AI in mathematics education by searching for the relevant articles published in the quality journals indexed by the Social Sciences Citation Index (SSCI) from the Web of Science (WOS) database. Moreover, by referring to the technology-based learning model, several dimensions of AI in mathematics education research, such as the application domains, participants, research methods, adopted technologies, research issues and the roles of AI as well as the citation and co-citation relationships, are taken into account. Accordingly, the advancements of AI in mathematics education research are reported, and potential research topics for future research are recommended.
Artificial intelligence in education
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A comprehensive overview of artificial intelligence and machine learning in education pedagogy
Using digital and AI tools in STEAM education to develop pre-service teachers' mathematical knowledge for teaching in Zimbabwe
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Using Artificial Intelligence to Promote Adolescents' Learning Motivation. A Longitudinal Intervention From the Self‐Determination Theory
Enhancing Competence for a Sustainable Future
Impact of teaching strategies on student mathematics performance
Pre‐service teachers' inclination to integrate AI into STEM education
A systematic and bibliometric review of artificial intelligence in sustainable education
Determining the mental-risk-taking of ımmigrant students in mathematics classroom
Artificial Intelligence in Education
Science and mathematics preservice teachers’ perceptions and experiences of practicing dialogic teaching in generative AI-powered virtual reality simulation
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Awareness and Perception of the Use of Artificial Intelligence for Learning Among Select Communication Undergraduates in Nigeria
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Vision, challenges, roles and research issues of Artificial Intelligence in Education
Application and theory gaps during the rise of Artificial Intelligence in Education
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Combined inner and outer loop feedback in an intelligent tutoring system for statistics in higher education
IRT Modeling of Tutor Performance to Predict End-of-Year Exam Scores
Encyclopedia of Survey Research Methods
| Obras citantes distintas | 57 |
|---|---|
| Citações por ano | 11,4 |
| Intervalo de citações | 2021 - 2026 (6) |
| Velocidade de citação | current |
| Altamente citado | Não |
| Tipos de citação | Neutras: 57 |