数据挖掘技术在高校混合式教学资源管理系统中的应用研究  

Research on the Application of Data Mining Technology in the Management System of Blended Teaching Resources in Universities

作　　者：彭建华 PENG Jianhua(Liaoning Vocational University of Technology,Jinzhou Liaoning 121007,China)

机构地区：[1]辽宁理工职业大学,辽宁锦州121007

出　　处：《信息与电脑》2025年第1期158-160,共3页Information & Computer

基　　金：辽宁理工职业大学2024年校级课题“线上+线下混合式教学模式探究”(课题编号:JG202416)。

摘　　要：文章致力于探索数据挖掘技术在高校混合式教学资源管理系统中的具体应用路径,通过先进的数据分析手段,优化教学资源的配置与利用,提升教学资源的针对性和有效性。文章选取了典型的高校混合式教学资源管理系统作为具体实例,进行了系统的架构设计,详细剖析了数据挖掘技术在该系统内的实际应用情况,并通过收集实际教学过程中的数据,运用数据挖掘技术进行了资源优化配置和学习成效预测,验证了数据挖掘技术在提高教学资源利用效率和教学质量方面的积极作用。The paper is dedicated to exploring the specific application path of data mining technology in the hybrid teaching resource management system of colleges and universities,optimizing the configuration and utilization of teaching resources and enhancing the relevance and effectiveness of teaching resources through advanced data analysis means.The paper selects a typical university hybrid teaching resource management system as a concrete example,carries out the system architecture design,analyzes in detail the actual application of data mining technology in the system,and collects data in the actual teaching process,uses data mining technology to optimize the allocation of resources and learning effectiveness prediction,and verifies the positive role of data mining technology in improving the efficiency of the use of teaching resources and the quality of teaching.It verifies the positive role of data mining technology in improving the utilization efficiency of teaching resources and the quality of teaching.

关 键 词：数据挖掘技术 混合式教学 架构设计 

分 类 号：TP315[自动化与计算机技术—计算机软件与理论]