Enhancing Mathematics Education with ChatGPT-4 Personalized Problem-Solving and Consistent Learning

The paper presents AI-MathBot, an innovative AI-driven educational tool designed to address challenges in teaching mathematical concepts, particularly in calculus. AI-MathBot focuses on providing personalized and consistent solutions, aligned with classroom instruction, to enhance students' learning experiences. The tool specifically assists in finding intercepts in linear equations, offering step-by-step guidance, tailored practice problems, and quizzes with immediate feedback. By leveraging Generative AI, such as ChatGPT, AI-MathBot ensures that students receive solutions that mirror the methods taught by their instructors, addressing the common issue of inconsistencies found in online resources. The paper outlines the development process, including the phases of Preliminary Settings, Prompt Design, and Evaluation, and highlights the robot's effectiveness in delivering accurate, reliable, and contextually relevant support, making it a significant advancement in educational technology.

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Publication Details

Published
2024-11-12
DOI
https://doi.org/10.1109/iccda64887.2024.10867401
Citations
5
Primary Topic
Online Learning and Analytics
Type
article
Field-Weighted Citation Impact
2.06
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article

Enhancing Mathematics Education with ChatGPT-4 Personalized Problem-Solving and Consistent Learning

Ijaz Khan, Ikhlaq Chohan
5 citations
Online Learning and Analytics
2.06
article

Enhancing Mathematics Education with ChatGPT-4 Personalized Problem-Solving and Consistent Learning

Ijaz Khan, Ikhlaq Chohan
article en
5 citations

Abstract

The paper presents AI-MathBot, an innovative AI-driven educational tool designed to address challenges in teaching mathematical concepts, particularly in calculus. AI-MathBot focuses on providing personalized and consistent solutions, aligned with classroom instruction, to enhance students' learning experiences. The tool specifically assists in finding intercepts in linear equations, offering step-by-step guidance, tailored practice problems, and quizzes with immediate feedback. By leveraging Generative AI, such as ChatGPT, AI-MathBot ensures that students receive solutions that mirror the methods taught by their instructors, addressing the common issue of inconsistencies found in online resources. The paper outlines the development process, including the phases of Preliminary Settings, Prompt Design, and Evaluation, and highlights the robot's effectiveness in delivering accurate, reliable, and contextually relevant support, making it a significant advancement in educational technology.

Al-Buraimi University College (OM)
Quality Education
Openalex Percentile: Top 9%
Online Learning and Analytics
2.06
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Enhancing Mathematics Education with ChatGPT-4 Personalized Problem-Solving and Consistent Learning — Ijaz Khan, Ikhlaq Chohan · (2024) | TGRS Research Map | TGRS