Philomath: Intelligent Tutoring System for Mathematics

2022 5th International Conference on Advances in Science and Technology (ICAST) Pub Date : 2022-12-02 DOI:10.1109/ICAST55766.2022.10039623

Shruti Solani, Bhavya Thakkar, R. Shah, Neha Katre

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Abstract

Mathematics is all around us and helps us understand real world problems and to figure out their solutions. Mathematics makes life orderly and prevents chaos. Many students find fractions and algebra to be challenging and perplexing, yet as students get older, they will need to be able to understand these concepts. Fractions are significant since they allow one to express how much of an entire, they would like. Algebra is the foundation of other subjects like geometry, trigonometry, calculus, chemistry, etc. Students find algebra easy in the beginning but as equations get more complicated, they start struggling in solving questions. Thus, it is very important to have a strong foundation in these basic mathematical concepts. There are a few commercial tools available to assist students in learning mathematics but most of them are paid or do not provide sufficient practice. Keeping in mind all these aspects, it was decided to develop an intelligent tutor, which will help users in practicing mathematics. If the user requests it, the tutor will also give hints while working on the tasks, as well as feedback when an attempt is unsuccessful.

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Philomath:智能数学辅导系统

数学无处不在，它帮助我们理解现实世界中的问题，并找出解决方案。数学使生活有序，防止混乱。许多学生发现分数和代数是具有挑战性和令人困惑的，但随着学生年龄的增长，他们将需要能够理解这些概念。分数是重要的，因为它允许人们表达他们想要的整体的多少。代数是其他学科如几何、三角、微积分、化学等的基础。学生们一开始觉得代数很简单，但随着方程变得越来越复杂，他们开始在解题时遇到困难。因此，在这些基本的数学概念上有一个坚实的基础是非常重要的。有一些商业工具可以帮助学生学习数学，但大多数都是付费的，或者不能提供足够的练习。考虑到所有这些方面，我们决定开发一个智能家教，它将帮助用户练习数学。如果用户提出要求，导师也会在完成任务时给出提示，并在尝试失败时给出反馈。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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2022 5th International Conference on Advances in Science and Technology (ICAST)

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