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智慧教育英语线上课程资源聚类系统设计

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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.
Design of English online course resource clustering system for intelligent education
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.

intelligent educationEnglish online course resourcesclustering systemK-Means algorithmvisual display

薛俊杰

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西安思源学院,西安 710038

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

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
年,卷(期):2024.(2)
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