A Personalized Intelligent Tutoring System for Mathematics Homework
Xuebi Xu, Chao Sun, Xinguo Yu · 2023
Nowadays, intelligent tutoring system for homework faces many challenges, including the difficulty in meeting the personalized learning needs of students, the inability to provide videos of explanation immediately and the incapability to conduct human-like assessments. This paper designs the logical structure of the personalized intelligent tutoring system for mathematics homework, describes its core technology to ensure the effective implementation of the system. The system is divided into two parts: homework process assistance and personalized homework tutoring, including three major services such as dynamic keyboard, automated assessment, and explanation video generation. The purpose is to provide students with a more intelligent mathematics learning experience and meet the personalized learning needs of different students. Finally, the effectiveness of the system was verified through the test.