Integrating Artificial Intelligence in Mathematics Education: A Systematic Literature Review on Teachers’ Practices

Authors

  • Nur Kholis Universitas Muhammadiyah Metro, Indonesia
  • Sudarman Universitas Muhammadiyah Metro, Indonesia
  • Sutrisni Andayani Universitas Muhammadiyah Metro, Indonesia

DOI:

https://doi.org/10.54518/rh.5.6.2025.909

Keywords:

AI, kompetensi digital, pembelajaran matematika, pengembangan guru, teknologi pendidikan.

Abstract

This study is motivated by the need to improve the quality of mathematics learning in the digital era, where the complexity of subject matter and low student learning motivation require innovative and adaptive approaches. This study aims to analyze the contribution of AI utilization by teachers in improving the mathematics learning process, particularly through the development of technological and pedagogical competencies. The research employs a qualitative approach using a systematic literature review, examining research findings published between 2023 and 2025. The results indicate that continuous training and mentoring play a crucial role in enhancing teachers’ technological literacy, which in turn improves their ability to integrate AI into learning media and instructional modules in a more creative and adaptive manner. The findings also show that AI improves teaching time efficiency, facilitates the identification of students’ learning difficulties, strengthens critical thinking skills, and reduces mathematics anxiety. The implications of this study emphasize that the successful implementation of AI largely depends on teachers’ readiness through sustained digital competence development, enabling AI to function as a catalyst for creating innovative, human-centered, and 21st-century competency-oriented mathematics learning.

Downloads

Download data is not yet available.

References

Adrias, A., & Zulkarnaini, A. P. (2025). Penerapan artificial intelligence dalam menunjang pemahaman matematika siswa sekolah dasar. Pendas: Jurnal Ilmiah Pendidikan Dasar, 10(02), 14-28.

Afifah, A., Amriyah, C., Firmansyah, D., & Fiteriani, I. (2025). Pemanfaatan artificial intelligence untuk meningkatkan kualitas pembelajaran di madrasah ibtidaiyah: Sebuah kajian literatur. Bitnet: Jurnal Pendidikan Teknologi Informasi, 10(3), 93-111.

Algani, A. Y. (2024). Solving mathematics anxiety, lack of confidence and negative attitude with artificial intelligence models: insights from stakeholders. Journal for the Mathematics Education and Teaching Practices, 5(2), 89-100.

Aly, A. H. (2025). Kecerdasan buatan dalam pembelajaran bahasa: tantangan dan kontribusi. Padang: Takaza Innovatix Labs.

Badri, F. (2024). Pemanfaatan artificial intellegence dalam pembelajaran matematika. Galois: Jurnal Penelitian Pendidikan Matematika, 3(2), 52–59.

Buton, Y. L., Liarian, B. F., Teti, R. A., Dhato, M. F., & Sewo, F. M. (2025). Penerapan pembelajaran matematika berbasis it dengan Gpt Ai sebagai alat bantu. Al-Irsyad Journal of Mathematics Education, 4(2), 307-316.

Darlian, L., Sabilu, M., Kolaka, L., Biologi, P., & Technology, A. (2025). Amal ilmiah : Jurnal pengabdian kepada masyarakat peningkatan mutu pendidikan berkelanjutan melalui pembelajaran berbasis. Amal Ilmiah : Jurnal Pengabdian Kepada Masyarakat, 6(2), 255–264.

Dinata, B., Wulandari, D., Saputra, N., & Juwita, P. (2025). Teknik penggunaan ai dalam pembelajaran. Fatih: Journal of Contemporary Research Volume, 2(2), 671–678.

Ding, A. C. E., Shi, L., Yang, H., & Choi, I. (2024). Enhancing teacher AI literacy and integration through different types of cases in teacher professional development. Computers and Education Open, 6(1), 100-113.

Egara, F. O., & Mosimege, M. (2024). Exploring the integration of artificial intelligence-based ChatGPT into mathematics instruction: Perceptions, challenges, and implications for educators. Education Sciences, 14(7), 742-760.

Elfani, E., Manullang, M. E., Sidabutar, N. A. L., & Windasari, R. (2025). Analisis pengaruh deep learning berbasis kecerdasan buatan terhadap kemampuan berpikir kritis matematika siswa. Seminar Nasional Pendidikan Matematika (SNPM), 1(1), 449-458.

Fadhilah, M., & Nuriza, K. I. (2025). Efektivitas pembelajaran berbasis ai dan augmented reality dalam meningkatkan literasi digital dan fungsi eksekutif otak siswa SD: Tinjauan literatur sistematis. GHANCARAN: Jurnal Pendidikan Bahasa dan Sastra Indonesia, 3(1), 881-897.

Fadli, M. R. (2021). Memahami desain metode penelitian kualitatif. Jurnal Humanika, 21(1), 33–54.

Fahlena, H., Pratama, M. F., Tarihoran, E. R., Tsamarrah, F. T., & Stephania, C. P. (2025). Meningkatkan kualitas pembelajaran dengan pemanfaatan artificial intelligence pada guru SMP Al Fajar Ciparay. Jurnal Pengabdian Sosial, 2(3), 3284-3290.

Hakim, M. N., & Abidin, A. A. (2024). Platform merdeka mengajar: Integrasi teknologi dalam pendidikan vokasi dan pengembangan guru. Kharisma: Jurnal Administrasi dan Manajemen Pendidikan, 3(1), 68-82.

Handini, O. (2024). Contribution of teachers’ pedagogical competencies and professional competencies to classroom management. Research Horizon, 4(2), 1–8.

Hayati, A., Kartika, D. L., & Winarni, A. (2025). Pelatihan penggunaan artificial intelligence (ai) dalam pembelajaran matematika bagi guru-guru di lingkungan MGMP Matematika SMK Kabupaten Banyumas. Jurnal Abdimas Indonesia, 5(1), 343-351.

Ishartono, N., Putri Chalista, F., Palupi, R., Syahriandi Adhantoro, M., Siswanto, H., & Artikel, H. (2024). Adopsi dan transformasi teknologi ai dalam pembelajaran matematika bagi guru mapel matematika SMA di Klaten. Universitas Muhammadiyah Surakarta, 6(2), 82-95.

Jamalullel, & Nasehudin. (2025). Effectiveness of digital-based islamic religious education in society 5.0. Research Horizon, 5(4), 1197–1208.

Karanjakwut, C., & Sripicharn, P. (2024). Exploring the experiences, challenges, and perspectives in digital literacy training of older Thai EFL teachers with low digital literacy. Anatolian Journal of Education, 9(1), 81-96.

Kumar, S., Khan, A. K., & Shinde, S. (2025). AI integration in higher education: Exploring practical implications and perspectives. Statistical Journal of the IAOS, 18(1), 74-95.

Lamrabet, M., Fakhar, H., Echantoufi, N., Khattabi, K. E., & Ajana, L. (2025). Revolutionizing teachers’ professional development: the critical role of ai-based tools from initial training to lifelong learning—a case study. International Journal of Information and Education Technology, 15(4), 123-135.

Liu, L. (2020). Analysis on Class Participation Based on Artificial Intelligence. Revue d’Intelligence Artificielle, 34(3), 14-32.

Minn, S. (2022). AI-assisted knowledge assessment techniques for adaptive learning environments. Computers and Education: Artificial Intelligence, 3(1), 100-112.

Moleong, L. J. (2017). Metodologi penelitian kualitatif. Yogyakarta: Remaja Rosdakarya.

Mubarik, M., Hadjar, I., Meinarni, W., & Tawil, A. M. (2024). Pemanfaatan Teknologi Artificial Intelligence Dalam Proses Pembelajaran. Jurnal Abdimas Indonesia, 4(3), 1099-1108.

Naufal, M. A., Pratiwi, A. C., Ja’faruddin, J. F., Awi, A., & Sutamrin, S. (2024). Peningkatan kompetensi guru dalam penggunaan teknologi ai untuk pengembangan media pembelajaran dan evaluasi di Kabupaten Jeneponto. Jurnal Hasil-Hasil Pengabdian dan Pemberdayaan Masyarakat, 3(2), 205-211.

Patty, J., & Lekatompessy, J. (2024). Pelatihan penggunaan teknologi artificial intelligence (AI) dalam pembelajaran bagi para guru SD Negeri Tiakur. Jurnal Pengabdian Masyarakat: Pemberdayaan, Inovasi dan Perubahan, 4(3), 78-90.

Prayogi, A., Ramadhan, R. I., & Laksana, S. D. (2025). Pendidikan artificial intelligence di sekolah : suatu kajian teoritis dan praktis. Complex : Jurnal Multidisiplin Ilmu Nasional, 2(1), 1–8.

Rane, N. (2023). Enhancing mathematical capabilities through ChatGPT and similar generative artificial intelligence: Roles and challenges in solving mathematical problems. SSRN. Retrieved on October 20 2025 from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4603237

Razilu, S. M. (2025). Inovasi pembelajaran integrasi artificial intelligence dalam teknologi pendidikan. Bandung: Penerbit Widina.

Sabariah, S., Rufi’i, R. I., Rusmawati, R. D., Bandono, A., & Kurniawan, A. (2024). Pemanfaatan AI Dalam Pengajaran Dan Pembelajaran. RESONA: Jurnal Ilmiah Pengabdian Masyarakat, 8(2), 337-351.

Sinulingga, S. P., & Nasution, M. I. P. (2024). Analysis of challenges and opportunities in the development of information and communication technology in the digital era: Future perspective. Jurnal Ilmiah Ekonomi Dan Manajemen, 2(12), 25–35.

Siregar, J., Badriah, A., Aprilia, S., & Saifudin, A. (2025). Integration of educational management, deep learning, and AI in problem-based learning at health vocational schools. Al-Gafari : Jurnal Manajemen Dan Pendidikan, 3(2), 122–140.

Soleh, M. I. (2025). Pengembangan kompetensi guru dalam menghadapi era revolusi industri 4.0. Jurnal Penelitian Dan Evaluasi Pendidikan, 12(2), 186-194.

Syaukani, A., Winata, J. S., Apriza, R. W., Atsnan, M. F., & Gazali, R. Y. (2025). Pemanfaatan media pembelajaran berbasis artificial intelligence dalam meningkatkan motivasi belajar matematika. Differential: Journal on Mathematics Education, 2(2), 223–232.

Wang, X., Li, L., Tan, S. C., Yang, L., & Lei, J. (2023). Preparing for AI-enhanced education: Conceptualizing and empirically examining teachers’ AI readiness. Computers in human behavior, 146(1), 107-120.

Warman, Azainil, Jamilah, L. (2024). Peran kepala sekolah sebagai inovator dalam meningkatkan kinerja guru di SMP Negeri Kota Samarinda : Sebuah Studi Kualitatif. Jurnal Ilmu Manajemen Dan Pendidikan, 4(2), 135–146.

Williamson, B., Potter, J., & Eynon, R. (2019). New research problems and agendas in learning, media and technology: the editors’ wishlist. Learning, media and technology, 44(2), 87-91.

Yeo, S., Moon, J., & Kim, D. J. (2024). Transforming mathematics education with AI: Innovations, implementations, and insights. Mathematical Education, 63(2), 386-392.

Yunita, F., & Gunawan, G. (2025). Artificial Intelligence dalam Pembelajaran Matematika: Sebuah Tantangan dan Peluang. Media Pendidikan Matematika, 13(1), 300-315.

Yuriananta, R., & Asteria, P. V. (2024). Pelatihan pembuatan media pembelajaran berbantuan artificial intelligence (AI) untuk guru. Jurnal Gramaswara: Jurnal Pengabdian kepada Masyarakat, 4(3), 274-285.

Downloads

Published

2025-12-31

How to Cite

Kholis, N. ., Sudarman, & Andayani , S. . (2025). Integrating Artificial Intelligence in Mathematics Education: A Systematic Literature Review on Teachers’ Practices. Research Horizon, 5(6), 3277–3288. https://doi.org/10.54518/rh.5.6.2025.909

Similar Articles

1 2 3 4 5 6 7 8 9 10 11 12 13 14 > >> 

You may also start an advanced similarity search for this article.