Integrating LLMs into Mathematics Laboratories Alongside CAS
This paper proposes a structured approach for integrating large language models (LLMs) and computer algebra systems (CAS) in mathematics laboratories to enhance learning in higher education. By combining LLMs with CAS, this method provides a balanced environment where students engage actively in solving complex mathematical problems. LLMs assist in conceptual understanding through natural language interaction, while CAS ensures precise computational accuracy. Aligned with inquiry-based learning (IBL) principles, the approach guides students through stages that encourage exploration, collaboration, and reflection. This integration maximizes both pedagogical and functional opportunities, providing a balanced approach that enhances problem-solving skills and prepares students for the evolving use of LLMs in mathematics education.
Authors
- Nikolaos Matzakos (ORCID: https://orcid.org/0000-0001-8647-6082)
- Maria Moundridou (ORCID: https://orcid.org/0000-0002-5463-2041)
Institutions
- School of Pedagogical and Technological Education (GR)
Publication Details
- Journal
- International Journal of Engineering Pedagogy (iJEP)
- Published
- 2025-04-16
- DOI
- https://doi.org/10.3991/ijep.v15i3.53151
- Citations
- 1
- Primary Topic
- Mathematics, Computing, and Information Processing
- Type
- article
- Field-Weighted Citation Impact
- 1.50