基于BB平台学习过程数据挖掘与分析的在线教学反思研究  

Reflection on Online Teaching of Learning Process Data Mining and Analysis Based on BB Platform

作　　者：吴延慧[1] WU Yanhui(Informatization Centre,Nantong University,Nantong Jiangsu 226006)

机构地区：[1]南通大学信息化中心,江苏南通226006

出　　处：《软件》2023年第2期179-182,共4页Software

摘　　要：随着网络和信息技术的飞速发展,传统的教育模式受到了信息化浪潮的强烈冲击。信息技术与教育相结合的教育信息化建设已成为当今高校改革发展的有机组成部分和动力。本文研究了基于BB平台的数据挖掘与分析在线教学方法,在网络知识库中采用词频分析的知识点聚类方法。测试表明,该系统基本能够满足学习者学习内容的个性化需求,能够及时结合用户学习行为和知识组织分析,解决学习效果评价、学习路径推荐等关键问题,有效提高学习者的学习效果和体验。With the rapid development of network and information technology,the traditional education model has been strongly impacted by the wave of informatization.The construction of education information combined with information technology and education has become an organic component and driving force for the reform and development of colleges and universities today.This paper studied the online teaching method of data mining and analysis based on BB platform.It used the knowledge point clustering method of word frequency analysis in network knowledge base.A large number of tests show that the system can basically meet the individual needs of learners for learning content.It can timely combine user learning behavior and knowledge organization analysis to solve key problems such as learning effect evaluation and learning path recommendation,and it can effectively improve learners'learning effects and experience.

关 键 词：BB平台 数据挖掘 网上教学 

分 类 号：G434[文化科学—教育学]