Research on the Integration Path of Artificial Intelligence in College Mathematics Education: A Multi-source Literature Analysis based on ChatGPT

Authors

  • Yanjie Zhu

DOI:

https://doi.org/10.54097/2xxsa509

Keywords:

ChatGPT, Mathematics Education, Artificial Intelligence, Higher Education, Teaching Reform

Abstract

With the rapid development of artificial intelligence technology, generative AI tools represented by ChatGPT have gradually permeated college mathematics education. This phenomenon brings both opportunities and challenges. Based on ten of the latest research literatures, this article systematically analyzes its application status, advantages and problems. Research has found that ChatGPT can help enhance student engagement, promote personalized learning, and optimize teaching design. However, it also has problems such as insufficient problem-solving accuracy, academic integrity risks, increased student dependence, and difficulties for teachers to adapt. To this end, this paper proposes suggestions for integrated paths such as strengthening AI literacy education, improving ethical norms, promoting interdisciplinary collaboration and establishing feedback mechanisms.

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References

[1] Pepin B, Buchholtz N, Salinas-Hernández U. A scoping survey of ChatGPT in mathematics education[J]. Digital Experiences in Mathematics Education, 2025.

[2] Wardat Y, Tashtoush M A, AlAli R, et al. ChatGPT: A revolutionary tool for teaching and learning mathematics[J]. EURASIA Journal of Mathematics, Science and Technology Education, 2023, 19(7): em2286.

[3] Gouia-Zarrad R, Gunn C. Enhancing students’ learning experience in mathematics class through ChatGPT[J]. International Electronic Journal of Mathematics Education, 2024, 19(3): em0781.

[4] Guler N K, Dertli Z G, Boran E, et al. An artificial intelligence application in mathematics education: Evaluating ChatGPT’s academic achievement in a mathematics exam[J]. Pedagogical Research, 2024, 9(2): em0188.

[5] Gurl T J, Markinson M P, Artzt A F. Using ChatGPT as a lesson planning assistant with preservice secondary mathematics teachers[J]. Digital Experiences in Mathematics Education, 2024.

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

[7] Getenet S. Pre-service teachers and ChatGPT in multistrategy problem-solving: Implications for mathematics teaching in primary schools[J]. International Electronic Journal of Mathematics Education, 2024, 19(1): em0766.

[8] Dao X Q, Le N B. Investigating the effectiveness of ChatGPT in mathematical reasoning and problem solving: Evidence from the Vietnamese National High School Graduation Examination[EB/OL]. ArXiv, 2023-07-11.

[9] Pardos Z A, Bhandari S. Learning gain differences between ChatGPT and human tutor generated algebra hints[EB/OL]. ArXiv, 2023.

[10] Frieder S, Pinchetti L, Griffiths R R, et al. Mathematical capabilities of ChatGPT[EB/OL]. ArXiv, 2023.

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Published

10 July 2025

Issue

Section

Articles

How to Cite

Zhu, Y. (2025). Research on the Integration Path of Artificial Intelligence in College Mathematics Education: A Multi-source Literature Analysis based on ChatGPT. International Journal of Education and Humanities, 20(1), 66-70. https://doi.org/10.54097/2xxsa509