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Alberto Gandolfi – International Journal of Artificial Intelligence in Education, 2025
In this paper, we initially investigate the capabilities of GPT-3 5 and GPT-4 in solving college-level calculus problems, an essential segment of mathematics that remains under-explored so far. Although improving upon earlier versions, GPT-4 attains approximately 65% accuracy for standard problems and decreases to 20% for competition-like…
Descriptors: Artificial Intelligence, Reliability, Problem Solving, Mathematics Skills
Rogier Bos; Marije Wigmans – International Journal for Technology in Mathematics Education, 2025
University students increasingly watch animated math videos that use dynamic visualizations as part of their learning process. Despite students' positive appreciation, little is known about how these visualizations contribute to learning outcomes. This paper examines the relationship between learning outcomes and students' experiences with dynamic…
Descriptors: College Students, Video Technology, Animation, Mathematics Education
Tanvir Prince – International Journal of Mathematical Education in Science and Technology, 2025
This study investigates the impact of GeoGebra, a dynamic, accessible, and easy-to-use mathematics software, on student confidence and perceptions of its helpfulness in the context of Calculus III courses. A quasi-experimental design was employed to compare four sections of Calculus III, with two sections integrating GeoGebra for in-class…
Descriptors: Computer Software, Technology Uses in Education, Mathematics Instruction, Calculus
Beena Ajmera; Sarah Crary; Ryan Wenaas – Journal of STEM Education: Innovations and Research, 2025
Introduction of science, technology, engineering, and mathematics (STEM) experiences to students exposes them to a variety of future career options while teaching them critical thinking and problem-solving skills. In many calculus classes, students feel that the material they are learning is abstract and not related to the real world. As a result,…
Descriptors: STEM Education, Calculus, High School Students, Relevance (Education)
Tiew Mee Chien; Kwan Eu Leong; Kah Heng Chua; Esther Rachel Anak Beruin – Malaysian Online Journal of Educational Sciences, 2025
Traditional methods of teaching differentiation calculus usually involve lectures. Nevertheless, this process impedes students' thorough comprehension of concepts and their practical application by promoting dependence on memorisation and procedural learning. Numerous studies have also denoted that teaching experiments and technology can enhance…
Descriptors: Mathematics Instruction, Calculus, Teaching Methods, Mathematical Concepts

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