Integration of Artificial Intelligence in Mathematics Learning : Systematic Literature Review
Integrasi Artificial Intelligence (AI) dalam Pembelajaran Matematika : Systematic Literature Review
DOI:
https://doi.org/10.35706/sjme.v9i1.100Kata Kunci:
Artificial Intelligence, Mathematics learning, media learning, Systematic Literature ReviewAbstrak
The integration of artificial intelligence (AI) in mathematics learning introduces a new paradigm in mathematics education by utilizing technology to broaden and enrich students learning experience. This study is a systematic literature review. The objective of this study is to provide in-depth insights into the integration of artificial intelligence in mathematics education and to establish a foundation for further research and development in this field. Based on the analysis of publication status, we found five research articles that examine the use of artificial intelligence (AI) in mathematics education across various educational levels, published in 11 international journals indexed by Scopus. One of the commonly used approaches is AI-driven game-based learning, alongside various other AI technologies. In the context of educational levels, unior high school stands out as the primary focus for the implementation of AI technology. Therefore, this Systematic Literature Review (SLR) provides valuable insights for further development in the integration of AI in mathematics education.
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Abdulqayyum, A., & Potter, K. (2024). The Impact of Artificial Intelligence on Students' Learning Experience. Artificial Life and Robotics, 1 - 17. https://dx.doi.org/10.2139/ssrn.4716747
Bellas, F., Sara, G., Martin, N., & Richard J, D. (2023). AI Curriculum for European High Schools: An Embedded Intelligence Approach. International Journal of Artificial Intelligence in Education, 399 - 426. https://doi.org/10.1007/s40593-022-00315-0
Bhutoria, A. (2022). Personalized education and Artificial Intelligence in the United States, China, and India: A Systematic Review Using a Human-In-The-Loop model. Computers and Education: Artificial Intelligence. https://doi.org/10.1016/j.caeai.2022.100068
Catherine, C., Helena, C., & Lamnina. (2019). Problematizing Helps! A Classroom Study of Computer-Based Guidance for Invention Activities. International Journal of Artificial Intelligence in Education. https://doi.org/10.1007/s40593-019-00178-y
Chassignol, M., Khoroshavin, A., Klimova, A., & Embankment river, A. (2018). Artificial Intelligence trends in education: a narrative overview. 7th International Young Scientist Conference on Computational Science, 16 - 24. https://doi.org/10.1016/j.procs.2018.08.233
Dabingaya, M. (2022). Analyzing the Effectiveness of AI-Powered Adaptive Learning Platforms in Mathematics Education. Interdisciplinary Journal Papier Human Review , 1 - 7. https://doi.org/10.47667/ijphr.v3i1.226
Du, X., & Wang, X. (2023). Play by Design: Developing Artificial Intelligence Literacy through Game-based Learning. Journal of Computer Science Research, 1 - 12. https://doi.org/10.30564/jcsr.v5i4.5999
Jancarik, A., Michal, J., & Novotna, J. (2023). Feedback in Online Mathematics Tutoring. Proceedings of the 15th International Conference on Computer Supported Education (CSEDU 2023). Prague: Scitpress. https://doi.org/10.5220/0012017500003470
Kong , S.-C., Cheung, M.-Y. W., & Tsang, O. (2024). Developing an Artificial Intelligence Literacy Framework: Evaluation of a Literacy Course for Senior Secondary Students Using a Project-Based Learning Approach. Computers and Education: Artificial Intelligence . https://doi.org/10.1016/j.caeai.2024.100214
Lame, G. (2019). Systematic Literature Reviews : An Introduction. International Conference On Engineering Design, Iced19 (pp. 1633 - 1642). Delft, Netherland: United Kingdom. https://doi.org/10.1017/dsi.2019.169
Majid, I., & Lakshmi, Y. (2022). Artificial Intelligence in Education. Indian Journal of Technical Education, 11 - 19. Majid, Ishfaq and Lakshmi, Y. Vijaya, Artificial Intelligence In Education (September 28, 2022). Majid, I. & Vijaya Lakshmi, Y. (2022). Artificial Intelligence In Education. The Indian Journal of Technical Education, 45(3), 11-16., Available at SSRN: https://ssrn.com/abstract=4463555
McLaren, B. (2017). Uncovering Gender and Problem Difficulty Effects in Learning With an Educational Game. Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-319-61425-0_59
Mohamed , M. Z., Hidayat, R., Suhaizi, N. N., Sabri, N. M., Mahmud, M. K., & Baharuddin, S. N. (2022). Artificial Intelligence in Mathematics Education: A Systematic Literature Review. International Electronic Journal of Mathematics Education, 1 - 11. https://doi.org/10.29333/iejme/12132
Muengsan, S., & Chatwattana, P. (2024). The Game-Based Learning (GbL) Platform with Generative AI to Enhance Digital and Technology Literacy Skills. Higher Education Studies, 46 - 53. https://doi.org/10.5539/hes.v14n1p46
Naidoo, J., & Govender, R. (2014). Exploring The Use of a Dynamic Online Software Programme in the Teaching and Learning of Trigonometric Graphs : Original Research. Pythagoras. https://doi.org/10.4102/pythagoras.v35i2.260
Panic, N., Leoncini, E., Belvis, G. d., Ricciardi, W., & Boccia, S. (2013). Evaluation of the Endorsement of the Preferred Reporting Items for Systematic Reviews and Meta Analysis (PRISMA) Statement on the Quality of Published Systematic Review and Meta-Analyses. Plos One, 1 - 6. https://doi.org/10.1371/journal.pone.0083138
Papanastasiou, G., Drigas, A., & Papanastasiou, E. (2019). Virtual and Augmented Reality Effects on K-12, Higher and Tertiary Education Students’ Twenty-First Century Skills. Virtual Reality, 425 - 436. https://doi.org/10.1007/s10055-018-0363-2
Pavlova, N. H. (2024). Flipped Dialogic Learning Method with ChatGPT: A Case Study. International Electronic Journal of Mathematics Education. https://doi.org/10.29333/iejme/14025
Pedro, F., Subosa, M., Rivas, A., & Valverde, P. (2019). Artificial Intelligence in Education : Challenges and Opportunities for Sustainable Development. Working Papers in Education Policy. https://hdl.handle.net/20.500.12799/6533
Qawaqneh, H., Ahmad, F. B., & Alawamreh, A. R. (2023). The Impact of Artificial Intelligence-Based Virtual Laboratories on Developing Students’ Motivation Towards Learning Mathematics. International Journal of Emerging Tecnologies in Learning, 105 -122. http://doi.org/10.3991/ijet.v18i14.39873
Stanislav, L., & Tadeas, G. (2019). Interactive Learning Environment Supporting Visualization in the Teaching of Probability. ICTE Journal, 48 - 60. DOI:10.2478/ijicte-2019-0005
Sutomo, W. B., & Turmudi. (2024). Systematic Literature Review : Tren Penelitian Penggunaan Media Pembelajaran Terhadap Kemampuan Pemecahan Masalah Matematis Siswa. Mahasendika 2024. Denpasar: Universitas Mahasaraswati Denpasar. ISSN: 2829-7679
Verma, M. (2018). Artificial Intelligence and Its Scope in Different Areas with Special Reference to the Field of Education. International Journal of Advanced Educational Research, 6. ERIC Number: ED604401
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