Tổng quan nghiên cứu về ứng dụng AI tạo sinh trong hỗ trợ học tập cá nhân hóa ở giáo dục đại học

Các tác giả

  • Trần Doãn Vinh Trường Đại học Giáo dục - Đại học Quốc gia Hà Nội
  • Trần Thị Hương Trường Đại học Hà Tĩnh

Tóm tắt

The rapid proliferation of Generative Artificial Intelligence (Generative AI - GenAI) has ushered in a new era for Personalized Learning (PL) models in higher education institutions. This paper conducts a systematic literature review of representative studies, both domestic and international, from the period 2023-2026 to provide a comprehensive overview of GenAI applications in higher education. Through the analysis of foundational theoretical frameworks, the study synthesizes key application directions, including the development of adaptive learning pathways and virtual tutoring systems. At the same time, it identifies systemic barriers related to cognitive dependency, the digital divide, and academic ethics in developing countries such as Vietnam. Finally, an actionable framework is proposed to optimize human-machine collaboration in the current context of digital transformation in education.

Tài liệu tham khảo

Alshammari, S. H., & Alshammari, M. H. (2024). Factors Affecting the Adoption and Use of ChatGPT in Higher Education. International Journal of Information and Communication Technology Education, 20(1), 1-16. https://doi.org/10.4018/IJICTE.339557

Basile, M. M., Christelle, S. M., & Gaël, N. M. (2026). Integration of a Personalized Generative AI into University Instructional Design: Contributions, Uses, and Conditions for the Effectiveness of Active Learning Methods. American Journal of Educational Research, 14(3), 107-113. https://doi.org/10.12691/education-14-3-5

Bùi Trọng Tài, Nguyễn Minh Tuấn (2024). Nghiên cứu ảnh hưởng của trí tuệ nhân tạo trong giáo dục. Tạp chí giáo dục, 24(10), 6-11.

Chiu, T. K. (2024). A classification tool to foster self-regulated learning with generative artificial intelligence by applying self-determination theory: a case of ChatGPT. Educational technology research and development, 72, 2401-2416. https://doi.org/10.1007/s11423-024-10366-w

Dos, I. (2025). A Systematic Review of Research on ChatGPT in Higher Education. The European Educational Researcher . https://doi.org/10.31757/euer.824

Dumont, H., & Ready, D. D. (2023). On the promise of personalized learning for educational equity. Npj science of learning, 8(1), 26. https://doi.org/10.1038/s41539-023-00174-x

Dương Thanh Linh (2023). Ứng dụng ChatGPT thúc đẩy dạy và học bậc đại học trong kỉ nguyên trí tuệ nhân tạo. Tạp chí Khoa học và Công nghệ - Trường Đại học Bình Dương, 6(2), 153-160. https://doi.org/ 10.56097/binhduonguniversityjournalofscienceandtechnology.v6i2.160

Dat, T. T., Quang, P. H., & Tran, G. Q. (2024). The impact of ChatGPT on research and learning methods of university students in Ho Chi Minh City. Journal of Science - Ho Chi Minh City Open University, 16(4), 87-105. https://doi.org/10.46223/HCMCOUJS.soci.en.16.4.3835.2026

Ouyang, F., & Jiao, P. (2021). Artificial intelligence in education: The three paradigms. Computers and Education: Artificial Intelligence, 2. https://doi.org/10.1016/j.caeai.2021.100020

Nah, F. F.-H., Zheng, R., Cai, J., Siau, K., & Chen, L. (2023). Generative AI and ChatGPT: Applications, challenges, and AI-human collaboration. Journal of Information Technology Case and Application Research, 25:3, 277-304. https://doi.org/10.1080/15228053.2023.2233814

Hoq, M., Pitts, G., Mott, B., Lee, S., Vandenberg, J., Jiao, S., ... & Akram, B. (2026). An Explainable AI Assistant for Introductory Programming Education: Improving Feedback Reliability with Instructor-AI Collaboration. arXiv preprint arXiv:2606.12425. https://doi.org/10.48550/arXiv.2606.12425

Lo, C. K. (2023). What Is the Impact of ChatGPT on Education? A Rapid Review of the Literature. Education Sciences, 13(4), 410. https://doi.org/10.3390/educsci13040410

Long, D. Y., Wang, S., Md Rashid, S., & Lu, X. T. (2026, February). Artificial intelligence in higher education: A systematic review of its impact on student engagement and the mediating role of teaching methods. In Frontiers in Education (Vol. 10, p. 1648661). Frontiers. https://doi.org/10.3389/feduc.2025.1648661

Park, J. (2025). A systematic literature review of generative artificial intelligence (GenAI) literacy in schools. Computers and Education: Artificial Intelligence. doi:https://doi.org/10.1016/j.caeai.2025.100487

Le, T. T. P., Quach, T. T. N., Pham, T. X. T., & Nguyen, D. L. (2025). A systematic review of how ChatGPT is perceived and utilized in EFL writing classes: Implications for Vietnam. AsiaCALL Online Journal, 16(1), 295-311. https://doi.org/10.54855/acoj.2516115

Su, Y., Lin, Y., & Lai, C. (2023). Collaborating with ChatGPT in argumentative writing classrooms. Assessing Writing, 57, 100752. https://doi.org/10.1016/j.asw.2023.100752

Tanchuk, N. J. (2026). AI personalized learning and the risk of epistemic consolidation. Studies in Philosophy and Education. https://doi.org/10.1007/s11217-026-10081-4

Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view1. MIS Quarterly, 27(3), 425-478. https://doi.org/10.2307/30036540

Vorobyeva, K. I., Belous, S., Savchenko, N. V., Smirnova, L. M., Nikitina, S. A., & Zhdanov, S. P. (2025). Personalized learning through AI: Pedagogical approaches. Contemporary Educational Technology, 17(2). https://doi.org/10.30935/cedtech/16108

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. https://doi.org/10.1186/s41239-019-0171-0

Đã Xuất bản

15.07.2026

Cách trích dẫn

Trần Doãn Vinh, T. D. V., & Trần Thị Hương, T. T. H. (2026). Tổng quan nghiên cứu về ứng dụng AI tạo sinh trong hỗ trợ học tập cá nhân hóa ở giáo dục đại học. Tạp Chí Giáo dục, 26(đặc biệt 8), 385–392. Truy vấn từ https://tcgd.tapchigiaoduc.edu.vn/index.php/tapchi/article/view/6017

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