基于大数据挖掘和分析的学习资源推送机制研究

Research on Learning Resource Push Mechanism based on Large Data Mining and Analysis

在信息化技术飞速发展的今天,传统的教育模式也发生了巨大的变化,传统的灌输式教育模式逐渐被信息化的教育模式所代替,翻转课堂、慕课、微课等已开始进入高等学校的课堂。那么在现代化的教学模式中,学生是如何学?老师又是如何教的呢?如何才能提高教学效果、教学质量呢?笔者主要对大数据时代在线开放课堂中学生学习资源推送机制进行研究与分析,通过对陕西服装工程学院实际情况分析,得出利用大数据挖掘技术建立学习资源推送机制,从而提高学习与教学效果。

In the rapid development of information technology today,the traditional mode of education has undergone tremendous changes,the traditional indoctrination education model has gradually been replaced by information-based education model,flipped classroom,MOOC,micro learning resource have begun to enter the higher school classroom.So how do students learn in modern teaching models?How does the teacher teach it?How can we improve the teaching quality of teaching?The author mainly aims at the research and analyzes the learning mechanism of students'learning resources in the open classroom of large data age.Through the analysis of the actual situation of Shaanxi Fashion Engineering University,it is found that using the large data mining technology to build the learning resource push mechanism,so as to improve the learning and teaching effect.