信息技术2024,Issue(2) :138-142.DOI:10.13274/j.cnki.hdzj.2024.02.022

智慧教育英语线上课程资源聚类系统设计

Design of English online course resource clustering system for intelligent education

薛俊杰
信息技术2024,Issue(2) :138-142.DOI:10.13274/j.cnki.hdzj.2024.02.022

智慧教育英语线上课程资源聚类系统设计

Design of English online course resource clustering system for intelligent education

薛俊杰1
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作者信息

  • 1. 西安思源学院,西安 710038
  • 折叠

摘要

英语线上课程资源聚类系统检索效率较低、准确率不高.为此,提出智慧教育英语线上课程资源聚类系统.聚类系统硬件部分由数据采集层、数据聚类处理层和应用层构成.采用Gibbs算法采集数据,采用K-均值聚类方法预处理和分类采集到的数据;软件部分由持久层、数据访问层、业务逻辑层和表现层构成,采用J2FF技术将检索完成的结果以可视化的形式展现.实验结果表明,该系统能有效提高线上教育资源的检索效率,且准确率较高,符合实际用户需求.

Abstract

In order to solve the problems of the low efficiency and accurarcy of English online course re-source clustering system.Therefore,a clustering system of English online curriculum resources for intelli-gent education is proposed.The hardware part of the clustering system consists of data acquisition layer,data clustering processing layer and application layer.Gibbs algorithm is used to collect data,and K-means clustering method is used to preprocess and classify the collected data.The software part consists of persist-ence layer,data access layer,business logic layer and presentation layer.J2ff technology is used to display the retrieval results in a visual form.The experiment results show that the system can effectively improve the retrieval efficiency of online educational resources,and has high accuracy,which meets the needs of actual users.

关键词

智慧教育/英语线上课程资源/聚类系统/K-Means算法/可视化展示

Key words

intelligent education/English online course resources/clustering system/K-Means algorithm/visual display

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出版年

2024
信息技术
黑龙江省信息技术学会 中国电子信息产业发展研究院 中国信息产业部电子信息中心

信息技术

CSTPCD
影响因子:0.413
ISSN:1009-2552
参考文献量13
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