Kecerdasan Buatan dalam Pendidikan Matematika: Tinjauan Sistematis tentang Pemecahan Masalah Matematika dan Pembelajaran Mandiri Siswa

Penulis

  • Ridho Mudjib UIN Sunan Gunung Djati, Bandung, Indonesia
  • Rifa Rizqiyani UIN Sunan Gunung Djati, Bandung, Indonesia
  • Tika Karlina Rachmawati UIN Sunan Gunung Djati, Bandung, Indonesia
  • Wati Susilawati UIN Sunan Gunung Djati, Bandung, Indonesia

DOI:

https://doi.org/10.35706/sjme.v10i2.13331

Kata Kunci:

Pembelajaran Matematika, Pemecahan masalah matematis, Kemandirian belajar, Systematic Literatur Review, artificial intelligence

Abstrak

Penelitian ini bertujuan untuk mengkaji peran artificial intelligence (AI) dalam pembelajaran matematika, khususnya dalam meningkatkan kemampuan pemecahan masalah dan kemandirian belajar matematis siswa. Penelitian ini menggunakan metode systematic literature review (SLR) dengan pedoman PRISMA 2020. Sumber data diperoleh dari berbagai basis data melalui aplikasi Publish or Perish, dengan kriteria seleksi yang disusun berdasarkan kerangka PICOC dan research question yang telah ditetapkan. Sebanyak 53 artikel ilmiah yang relevan dianalisis secara tematik. Hasil penelitian menunjukkan bahwa AI, dalam bentuk chatbot, intelligent tutoring systems, dan platform pembelajaran adaptif, berperan signifikan dalam memfasilitasi strategi pemecahan masalah, pemahaman konsep, serta regulasi diri siswa. Selain itu, AI mendorong pembelajaran yang lebih personal, fleksibel, dan mandiri. Namun demikian, penelitian ini juga mengidentifikasi sejumlah kesenjangan, seperti keterbatasan variasi bentuk AI, minimnya integrasi lintas disiplin, serta kesiapan guru dalam implementasi AI. Secara keseluruhan, penelitian ini menyimpulkan bahwa AI memiliki potensi besar dalam mendukung pembelajaran matematika yang berorientasi pada kemandirian dan pemecahan masalah, namun memerlukan pengembangan pedagogis dan riset lanjutan yang lebih kontekstual dan inklusif.

Unduhan

Data unduhan belum tersedia.

Referensi

Almarashdi, H. S., Jarrah, A. M., Abu Khurma, O., & Gningue, S. M. (2024). Unveiling the potential: A systematic review of ChatGPT in transforming mathematics teaching and learning. Eurasia Journal of Mathematics, Science and Technology Education, 20(12).

Anjos, J. R. dos, Souza, M. G. de, Prodanov, T. S., & Neto, A. S. de A. (2024). Disruptive Education: Integrating ChatGPT into an Active Methodology for Teaching Sciences and Mathematics. ACTA SCIENTIAE, 26(1), 334–369.

Awang, L. A., Yusop, F. D., & Danaee, M. (2025). Current practices and future direction of artificial intelligence in mathematics education: A systematic review. International Electronic Journal of Mathematics Education, 20(2). https://doi.org/10.29333/iejme/16006

Badri, F. (2024). Pemanfaatan Artificial Intellegence dalam Pembelajaran Matematika [Utilization of Artificial Intelligence in Mathematics Learning]. Galois: Jurnal Penelitian Pendidikan Matematika, 3(2), 52–59. https://doi.org/10.18860/gjppm.v3i2.12319

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. https://doi.org/10.58917/ijme.v4i2.256

Capinding, A. T. (2023). Revolutionizing Pre-Calculus Education: Photomath’s Ai-Powered Mathematics Tutorship. Problems of Education in the 21st Century, 81(6), 758–775. https://doi.org/10.33225/pec/23.81.758

Chau, D. B., Luong, V. T., Long, T. T., & Linh, N. T. T. (2025). Personalized Mathematics Teaching with The Support of AI Chatbots to Improve Mathematical Problem-Solving Competence for High School Students in Vietnam. European Journal of Educational Research, 14(1), 323–333. https://doi.org/10.12973/eu-jer.14.1.323

Cunska, A. (2022). Prototype of Project AI4Math: Interdisciplinary and Innovative Technology for Accelerated Learning of Mathematics. WSEAS Transaction on Business and Economics, 19(WSEAS Transactions on Business and Economics, ISSN / E-ISSN: 1109-9526 / 2224-2899, Volume 19, 2022, Art. #165), 1839–1848. https://doi.org/10.37394/23207.2022.19.165

Dabingaya, M. (2022). Analyzing the Effectiveness of AI-Powered Adaptive Learning Platforms in Mathematics Education. Interdisciplinary Journal Papier Human Review, 3(1), 1–7. https://doi.org/10.47667/ijphr.v3i1.226

Devi, N. C., Nurhidayati, S., Sugiman, & Purwoko, R. Y. (2025). Analisis Kebutuhan Guru Dalam Menggunakan AI Sebagai Pendukung Media Pembelajaran Matematika Tingkat MA. Jurnal PEKA (Pendidikan Matematika), 9(1), 20–31. https://doi.org/10.37150/jp.v8i2.3461

Dinta, A., Luthfi, A., & Wahyuni, M. (2023). Media Pembelajaran Matematika Berbasis Chatbot untuk Kemampuan Pemahaman Konsep Pola Bilangan Siswa [Chatbot Based Mathematics Learning Media for Students' Understanding Ability of Number Pattern Concepts]. Journal of Education Research, 4(4), 2385–2392. https://doi.org/10.37985/jer.v4i4.633

Efendi, Moh. A., Panglipur, I. R., & Murtinasari, F. (2024). Identifying the use of artificial intelligence in math learning based on learning outcomes. At- Ta’lim : Jurnal Pendidikan, 10(2), 53–59. https://doi.org/10.55210/attalim.v10i2.1689

Getenet, S. (2024). Pre-service teachers and ChatGPT in multistrategy problem-solving: Implications for mathematics teaching in primary schools. International Electronic Journal of Mathematics Education, 19(1). https://doi.org/10.29333/iejme/14141

Göktepe Yıldız, S., & Göktepe Körpeoğlu, S. (2025). Trends and insights of AI in mathematics education: A bibliometric analysis. International Electronic Journal of Mathematics Education, 20(3). https://doi.org/10.29333/iejme/16401

Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022). PRISMA2020 : An R package and Shiny app for producing PRISMA 2020‐compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis. Campbell Systematic Reviews, 18(2). https://doi.org/10.1002/cl2.1230

Hanan, H., & Sugiman, S. (2025). Dampak Artificial Intelligence terhadap Belief Peserta Didik dalam Pembelajaran Matematika. Jurnal Cendekia : Jurnal Pendidikan Matematika, 9(1), 339–361. https://doi.org/10.31004/cendekia.v9i1.3852

Han, J. Y., Burm, E., & Chun, Y.-E. (2024). Applying Artificial Intelligence-Based Adaptive Learning on Mathematical Attitudes and Self-Directed Learning. Nanotechnology Perceptions, 20(S3), 408–424. https://doi.org/10.62441/nano-ntp.v20iS3.30

Hardika Saputra. (2025). Pemanfaatan Chatbots dalam Pembelajaran Matematika di Sekolah Dasar: Pengaruh terhadap Pemahaman dan Kemandirian Belajar [The Utilization of Chatbots in Elementary School Mathematics Learning: The Influence on Conceptual Understanding and Mathematical Learning Independence]. Pentagon : Jurnal Matematika Dan Ilmu Pengetahuan Alam, 3(1), 80–98. https://doi.org/10.62383/pentagon.v3i1.410

Hossein-Mohand, H., Hossein-Mohand, H., Albanese, V., & Olmos Gómez, M. del C. (2025). AI in mathematics education: A bibliometric analysis of global trends and collaborations (2020-2024). Eurasia Journal of Mathematics, Science and Technology Education, 21(2). https://doi.org/10.29333/ejmste/15915

Hwang, G.-J., & Tu, Y.-F. (2021). Roles and Research Trends of Artificial Intelligence in Mathematics Education: A Bibliometric Mapping Analysis and Systematic Review. Mathematics, 9(6), 584. https://doi.org/10.3390/math9060584

Kohnke, S., & Zaugg, T. (2025). Artificial Intelligence: An Untapped Opportunity for Equity and Access in STEM Education. Education Sciences, 15(1), 68. https://doi.org/10.3390/educsci15010068

Korkmaz Guler, N., Dertli, Z. G., Boran, E., & Yildiz, B. (2024). An artificial intelligence application in mathematics education: Evaluating ChatGPT’s academic achievement in a mathematics exam. Pedagogical Research, 9(2). https://doi.org/10.29333/pr/14145

Kulkarni, R., Choudhari, G., Bhavik, M., Bura, R., & Bhosale, V. (2025). Gamifying Early Math Education: An Innovative AI Game for Children. Journal of Information Technology Education: Innovations in Practice, 24. https://doi.org/10.28945/5595

Kuzmenko, M. V. (2025). Artificial intelligence in school mathematics education: awareness, readiness, and usage among mathematics teachers. Psychological Science and Education, 30(3), 125–139. https://doi.org/10.17759/pse.2025300310

Lame, G. (2019). Systematic Literature Reviews: An Introduction. Proceedings of the Design Society: International Conference on Engineering Design, 1(1), 1633–1642. https://doi.org/10.1017/dsi.2019.169

Martínez-Zarzuelo, A., Nolla, Á., Recio, T., Tolmos, P., Ariño-Morera, B., & Gallardo, A. (2025). An Experience with Pre-Service Teachers, Using GeoGebra Discovery Automated Reasoning Tools for Outdoor Mathematics. Education Sciences, 15(6), 782. https://doi.org/10.3390/educsci15060782

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). https://doi.org/10.29333/iejme/12132

Ngoveni, M. A. (2025). Revolutionizing Mathematics Education: Artificial Intelligence Integration, Ethics, and Access in Open Distance e-Learning. Eurasian Journal of Educational Research, 115, 38–52.

Niño-Rojas, F., Lancheros-Cuesta, D., Jiménez-Valderrama, M. T. P., Mestre, G., & Gómez, S. (2023). Systematic Review: Trends in Intelligent Tutoring Systems in Mathematics Teaching and Learning. International Journal of Education in Mathematics, Science and Technology, 12(1), 203–229. https://doi.org/10.46328/ijemst.3189

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

Panic, N., Leoncini, E., de Belvis, G., 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, 8(12). https://doi.org/10.1371/journal.pone.0083138

Rahmanita Zakaria. (2024). AI in English and Math Education: Bridging the Gap Between Theory and Practice. Communications on Applied Nonlinear Analysis, 31(6s), 01–13. https://doi.org/10.52783/cana.v31.1101

Rizos, I., Foykas, E., & Georgakopoulos, S. V. (2024). Enhancing mathematics education for students with special educational needs through generative AI: A case study in Greece. Contemporary Educational Technology, 16(4). https://doi.org/10.30935/cedtech/15487

Rusdial Marta, Fadhilaturrahmi, F., & Zulfah. (2025). Artificial Intelligence (AI) dalam Pembelajaran Matematika: Kajian Bibliometrik [Artificial Intelligence (AI) in Mathematics Learning: A Bibliometric Study]. Jurnal Pengabdian Masyarakat Dan Riset Pendidikan, 3(4), 3236–3245. https://doi.org/10.31004/jerkin.v3i4.1044

Sánchez-Ruiz, L. M., Moll-López, S., Nuñez-Pérez, A., Moraño-Fernández, J. A., & Vega-Fleitas, E. (2023). ChatGPT Challenges Blended Learning Methodologies in Engineering Education: A Case Study in Mathematics. Applied Sciences, 13(10), 6039. https://doi.org/10.3390/app13106039

Sari, F., & Mahmud, S. F. (2024). Implementasi Metode Preference Selection Index Dalam Memilih Media Pembelajaran Matematika Barbasis Artificial Intelligence [Implementation of the Preference Selection Index Method in Selecting Artificial Intelligence Based Mathematics Learning Media]. JURNAL UNITEK, 17(1), 141–151. https://doi.org/10.52072/unitek.v17i1.869

Seto, S. B., Kade, G., Lestari, M. I., Sene, M. T., Muga, K. V., & Tenggong, Y. (2025). Pengaruh Penggunaan Aplikasi Mathos Ai Dalam Meningkatkan Kemampuan Pemecahan Masalah Matematika Siswa Kelas X Sman 1 Nangapanda. De Fermat : Jurnal Pendidikan Matematika, 8(1), 214–222. https://doi.org/10.36277/defermat.v8i1.2289

Soesanto, R. H., Dirgantoro, K. P. S., & Priyanti, N. (2022). Indonesian students’ perceptions towards AI-based learning in mathematics. Journal on Mathematics Education, 13(3), 531–548. https://doi.org/10.22342/jme.v13i3.pp531-548

Song, X., Mak, J., & Chen, H. (2025). Teachers and Learners’ Perceptions about Implementation of AI Tools in Elementary Mathematics Classes. Sage Open, 15(2). https://doi.org/10.1177/21582440251334545

Spreitzer, C., Straser, O., Zehetmeier, S., & Maaß, K. (2024). Mathematical Modelling Abilities of Artificial Intelligence Tools: The Case of ChatGPT. Education Sciences, 14(7), 698. https://doi.org/10.3390/educsci14070698

Supriyadi, E., & Kuncoro, K. S. (2023). Exploring the future of mathematics teaching: Insight with ChatGPT. Union: Jurnal Ilmiah Pendidikan Matematika, 11(2), 305–316. https://doi.org/10.30738/union.v11i2.14898

Suryadi, D. (2025). Integrating Chat-GPT in the Classroom: A Study on Linear Algebra Learning in Higher Education. International Journal of Information and Education Technology, 15(4), 732–751. https://doi.org/10.18178/ijiet.2025.15.4.2279

Sutomo, W. A. B., & Turmudi, T. (2025). Integration of Artificial Intelligence in Mathematics Learning : Systematarifinic Literature Review. SJME (Supremum Journal of Mathematics Education), 9(1), 29–41. https://doi.org/10.35706/sjme.v9i1.100

Tashtoush, M. A., Wardat, Y., Ali, R. Al, & Saleh, S. (2024). Artificial Intelligence in Education: Mathematics Teachers’ Perspectives, Practices and Challenges. Iraqi Journal for Computer Science and Mathematics, 5(1). https://doi.org/10.52866/ijcsm.2024.05.01.004

Tassilova, N. A., Shashayeva, G. K., Yernazarova, Z. Sh., Akhmetova, A. I., Arynov, Z. M., & Karimova, Z. K. (2025). Communication technologies in STEM education: A systematic review. Eurasia Journal of Mathematics, Science and Technology Education, 21(10). https://doi.org/10.29333/ejmste/17178

Tulak, T., Rubianus, & Maramba’, S. (2024). Optimizing Mathematics Learning Outcomes Using Artificial Intelligence Technology. MaPan, 12(1), 160–170. https://doi.org/10.24252/mapan.2024v12n1a11

Uban Subandi, & Supardi US. (2024). Integrasi Teknologi AI dalam Pembelajaran STEM di Sekolah Menengah : Perspektif Personalisasi, Tantangan, dan Implikasi [Integration of AI Technology in STEM Learning in Secondary Schools: Personalization Perspectives, Challenges, and Implications]. Bilangan : Jurnal Ilmiah Matematika, Kebumian Dan Angkasa, 2(6), 89–104. https://doi.org/10.62383/bilangan.v2i6.320

Wardat, Y., Tashtoush, M. A., AlAli, R., & Jarrah, A. M. (2023). ChatGPT: A revolutionary tool for teaching and learning mathematics. Eurasia Journal of Mathematics, Science and Technology Education, 19(7). https://doi.org/10.29333/ejmste/13272

Winanti, A. R. (2025). Problem Based Learning Menggunakan LKPD Berbantuan AI pada Pembelajaran Matematika [Problem Based Learning Using AI Assisted Worksheets in Mathematics Learning]. Ideguru: Jurnal Karya Ilmiah Guru, 10(3), 2026–2033.

Yunita, F., & Gunawan, G. (2025). Artificial Intelligence dalam Pembelajaran Matematika: Sebuah Tantangan dan Peluang [Artificial Intelligence in Mathematics Learning: A Challenge and Opportunity]. Media Pendidikan Matematika, 13(1), 300–315. https://doi.org/10.33394/mpm.v13i1.15310

Yuntaro, I. S., & Yudhanegara, M. R. (2024). Analisis Klaster Pengaruh Hasil Belajar Matematika dan Bahasa Indonesia Terhadap Pengerjaan Soal Matematika Dibantu ChatGPT [Cluster Analysis of the Influence of Mathematics and Indonesian Language Learning Outcomes on Solving Mathematics Problems Assisted by ChatGPT]. Didactical Mathematics, 6(2), 141–150. https://doi.org/10.31949/dm.v6i2.9490

Diterbitkan

2026-07-20

Cara Mengutip

Mudjib, R., Rizqiyani, R., Rachmawati, T. K., & Susilawati, W. (2026). Kecerdasan Buatan dalam Pendidikan Matematika: Tinjauan Sistematis tentang Pemecahan Masalah Matematika dan Pembelajaran Mandiri Siswa. SJME (Supremum Journal of Mathematics Education), 10(2), 471–488. https://doi.org/10.35706/sjme.v10i2.13331

Citation Check