基于大数据下K-means聚类算法的在线学习行为路径应用研究

Application Research on E-Learning Behavior Path of K-means Clustering Algorithm Based on Big Data

大数据在混合式教学分析中的应用愈来愈多.本文论述聚类方法K-means算法的基本思想,利用Kmeans聚类算法对学生在线学习行为路径采集数据进行聚类分析,得到学生在线学习的行为路径,挖掘大数据下的学生学习行为习惯,从而为教师进行混合式教学带来参考信息.

Big data is used more and more in mixed teaching analysis.In this paper,the basic idea of Kmeans clustering method is discussed.K-means clustering algorithm is used to cluster and analyze the data collected from students’ online learning behavior paths.The students’ online learning behavior paths are obtained and their learning behavior habits under big data are mined,which may bring reference information for teachers to conduct mixed teaching.