Design and Implementation of Personalised Learning Support System

Yifei Dou

2025

Abstract

Based on the popularity of electronic devices, education is changing from a single learning model to diversified learning, and the field of education is experiencing a paradigm shift from standardized teaching to personalized learning. At present, countries are also carrying out the popularization of personalized learning. This study summarizes the intelligent personalized learning system based on multi-level architecture in view of the limitations of the traditional education system "one-man", aiming at empowering the education essence of "teaching students in accordance with their aptitude" through technology. So that students can find a truly suitable learning mode through the learning system, the system adopts a four-layer architecture design, and recommends suitable personalized learning systems. Future research will focus on intelligence, explore the efficiency of personalized learning system, such as solving learning strategy problems through ai, and verify the usability of personalized learning system, and attract students to accept personalized learning model by building system innovation. In addition, people's identification and popularization of personalized learning will also become an important research topic.

Paper Citation

in Harvard Style

Dou Y. (2025). Design and Implementation of Personalised Learning Support System. In Proceedings of the 2nd International Conference on Engineering Management, Information Technology and Intelligence - Volume 1: EMITI; ISBN 978-989-758-792-4, SciTePress, pages 49-54. DOI: 10.5220/0014318100004718

in Bibtex Style

@conference{emiti25,
author={Yifei Dou},
title={Design and Implementation of Personalised Learning Support System},
booktitle={Proceedings of the 2nd International Conference on Engineering Management, Information Technology and Intelligence - Volume 1: EMITI},
year={2025},
pages={49-54},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0014318100004718},
isbn={978-989-758-792-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Engineering Management, Information Technology and Intelligence - Volume 1: EMITI
TI - Design and Implementation of Personalised Learning Support System
SN - 978-989-758-792-4
AU - Dou Y.
PY - 2025
SP - 49
EP - 54
DO - 10.5220/0014318100004718
PB - SciTePress