Research Article
Design and Implementation of an English Teaching System Based on Virtual Environment Technology
@INPROCEEDINGS{10.1007/978-3-031-63130-6_37, author={Sun Ying and Jiang Yao and Hongda Qi}, title={Design and Implementation of an English Teaching System Based on Virtual Environment Technology}, proceedings={Application of Big Data, Blockchain, and Internet of Things for Education Informatization. Third EAI International Conference, BigIoT-EDU 2023, August 29-31, 2023, Liuzhou, China, Proceedings, Part I}, proceedings_a={BIGIOT-EDU}, year={2024}, month={7}, keywords={Data mining English learning Online platform Virtual Reality Technology}, doi={10.1007/978-3-031-63130-6_37} }- Sun Ying
Jiang Yao
Hongda Qi
Year: 2024
Design and Implementation of an English Teaching System Based on Virtual Environment Technology
BIGIOT-EDU
Springer
DOI: 10.1007/978-3-031-63130-6_37
Abstract
For most non computer professionals and some computer professionals, data mining and machine learning are two advanced fields. In the author’s opinion, this may be a habitual misconception, rather than an added aloof of attributive shere. This article applies data mining technology to an English online learning platform, analyzes learners and learning content through clustering algorithms and association rules, and develops a donetics algorithm based on a content organization system. In this example, we use this algorithm to provide personalized learning content for learners, hoping that this system can be extended to online learning platforms in the future. The concept of data driven alerts (DDL) has attracted the attention of all researchers. Data driven English machines are an inevitable trend to improve college students’ English learning efficiency and autonomous learning ability.
