KECERDASAN BUATAN DALAM PEMBELAJARAN MATEMATIKA: MENINGKATKAN EFEKTIVITAS LAYANAN PENDIDIKAN PUBLIK
DOI:
https://doi.org/10.23969/jp.v11i02.48156Keywords:
artificial intelligence, mathematics education, public education, learning effectivenessAbstract
Students often consider mathematics a difficult subject; however, there is great potential to improve the quality of learning when artificial intelligence (AI) technology is applied in education. The purpose of this study is to examine the ability of AI to improve mathematics learning and consider public education. This study focuses on two main areas: first, how AI can improve students' understanding of mathematical concepts in a more interactive and adaptive way; and second, the extent to which AI contributes to ensuring equitable access and improving educational service standards. Overall, this study finds that artificial intelligence technology has a significant impact in the context of education in helping students understand mathematical concepts and providing learning experiences that are tailored to students' needs. In line with this, AI also helps public education services through inclusive and interactive distance learning services. The two main challenges that need to be addressed are the preparation of digital infrastructure and the preparation of educators. Based on the above reasons, the conclusion that can be drawn is that AI technology has high potential to improve the quality of mathematics learning and public services in the region.
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A, R., & M, Y. (2022). Teacher readiness and digital equity in AI-based learning systems. Indonesian Journal of Educational Techonology, 9(2), 145–159.
Awang, L. A., Yusop, F. D., & Danaee, M. (2025). Current practices and future direction of artificial intelligence in mathematics education: A systematic review. In International Electronic Journal of Mathematics Education (Vol. 20, Issue 2, pp. 1–14). Modestum LTD. https://doi.org/10.29333/iejme/16006
Chen, X., Xie, H., & Hwang, G.-J. (2022). A Meta-Analysis of the Effects of Intelligent Tutoring Systems in Mathematics Education. Computers & Education, 184.
Conde, M. A., Sedano, F. J. R., Fernandez-Llamas, C., Goncalves, J., Lima, J., & Garcia-Penalvo, F. J. (2020). RoboSTEAM project systematic mapping: Challenge based learning and robotics. IEEE Global Engineering Education Conference, EDUCON, 2020-April, 214–221. https://doi.org/10.1109/EDUCON45650.2020.9125103
Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial Intelligence in Education: Promises and Implications for Teaching and Learning. Curriculum Redesign.
Li, J., & Wang, Y. (2021). Artificial intelligence for equitable mathematics learning: A case study of rural education reform. Educational Technology & Society, 24(4), 75–89.
Li, M. (2024). Integrating Artificial Intelligence in Primary Mathematics Education: Investigating Internal and External Influences on Teacher Adoption. International Journal of Science and Mathematics Education, 23(5), 1283–1308. https://doi.org/10.1007/s10763-024-10515-w
Li, M., & Manzari, E. (2025). AI utilization in primary mathematics education: a case study from a southwestern Chinese city. Education and Information Technologies, 30(9), 11717–11750. https://doi.org/10.1007/S10639-025-13315-Z
Mengist, W., Soromessa, T., & Legese, G. (2020). Method for conducting systematic literature review and meta-analysis for environmental science research. MethodsX, 7, 100777. https://doi.org/10.1016/J.MEX.2019.100777
Mohamed, M. Z. bin, Hidayat, R., Suhaizi, N. N. binti, Sabri, N. binti M., Mahmud, M. K. H. bin, & Baharuddin, S. N. binti. (2022). Artificial intelligence in mathematics education: A systematic literature review. International Electronic Journal of Mathematics Education, 17(3), em0694. https://doi.org/10.29333/iejme/12132
Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., Shekelle, P., Stewart, L. A., Estarli, M., Barrera, E. S. A., Martínez-Rodríguez, R., Baladia, E., Agüero, S. D., Camacho, S., Buhring, K., Herrero-López, A., Gil-González, D. M., Altman, D. G., Booth, A., … Whitlock, E. (2015). Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Revista Espanola de Nutricion Humana y Dietetica, 4(1), 148–160. https://doi.org/10.1186/2046-4053-4-1/TABLES/4
Mredula, K. P., Jonita, R., Sajja, P., & Vallabhbhai, S. (2024). AI-Based Tools in Mathematics Education: A Systematic Review of Characteristics, Applications, and Evaluation Methods. International Research Journal on Advanced Engineering Hub (IRJAEH), 2(07), 1958–1967. https://doi.org/10.47392/IRJAEH.2024.0268
Nguyen, A., Ngo, H. N., Hong, Y., Dang, B., & Nguyen, B. P. T. (2023). Ethical principles for artificial intelligence in education. Education and Information Technologies, 28(4), 4221–4241. https://doi.org/10.1007/S10639-022-11316-W/TABLES/1
Opesemowo, O. A. G., & Adewuyi, H. O. (2024). A systematic review of artificial intelligence in mathematics education: The emergence of 4IR. Eurasia Journal of Mathematics, Science and Technology Education, 20(7). https://doi.org/10.29333/ejmste/14762
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2003). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372. https://doi.org/10.1136/bmj.n71
Ryan S. Baker, & Paul Salvador Inventado. (2022). Educational Data Mining and Learning Analytics. Foundations of Learning and Instructional Design Technology. https://doi.org/10.15215/aupress/9781771991490.01
Shih, S. C., Chang, C. C., Kuo, B. C., & Huang, Y. H. (2023). Mathematics intelligent tutoring system for learning multiplication and division of fractions based on diagnostic teaching. Education and Information Technologies, 28(7), 9189–9210. https://doi.org/10.1007/s10639-022-11553-z
Son, T. (2024a). Intelligent Tutoring Systems in Mathematics Education: A Systematic Literature Review Using the Substitution, Augmentation, Modification, Redefinition Model. In A. Maiti & P. Bellavista (Eds.), Computers (Vol. 13, Issue 10, pp. 1–24). Multidisciplinary Digital Publishing Institute (MDPI). https://doi.org/10.3390/computers13100270
Son, T. (2024b). Intelligent Tutoring Systems in Mathematics Education: A Systematic Literature Review Using the Substitution, Augmentation, Modification, Redefinition Model. Computers 2024, Vol. 13, Page 270, 13(10), 270. https://doi.org/10.3390/COMPUTERS13100270
Steenbergen-Hu, S., & Cooper, H. (2013). A meta-analysis of the effectiveness of intelligent tutoring systems on K-12 students’ mathematical learning. Journal of Educational Psychology, 105(4), 970–987. https://doi.org/10.1037/A0032447
Tranfield, D., Denyer, D., & Smart, P. (2003). Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review. British Journal of Management, 14(3), 207–222. https://doi.org/10.1111/1467-8551.00375
Wang, H., Tlili, A., Huang, R., Cai, Z., Li, M., Cheng, Z., Yang, D., Li, M., Zhu, X., & Fei, C. (2023). Examining the applications of intelligent tutoring systems in real educational contexts: A systematic literature review from the social experiment perspective. Education and Information Technologies, 28(7), 9113–9148. https://doi.org/10.1007/S10639-022-11555-X/TABLES/14
Wang, Y., Wei, Z., Wijaya, T. T., Cao, Y., & Ning, Y. (2025). Awareness, acceptance, and adoption of Gen-AI by K-12 mathematics teachers: an empirical study integrating TAM and TPB. BMC Psychology, 13(1), 1–14. https://doi.org/10.1186/S40359-025-02781-2/FIGURES/2
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education – where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 1–27. https://doi.org/10.1186/S41239-019-0171-0/TABLES/7
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