基于教育大数据的在线学习分析系统构建研究  

Research of Online Learning Analysis System Construction Based on Big Data in Education

作　　者：王焕民[1] Wang Huanmin(Mechatronics and T&R Institute,Lanzhou Jiaotong University,Lanzhou,730070,China)

机构地区：[1]兰州交通大学机电技术研究所

出　　处：《中国现代教育装备》2019年第15期14-16,20,共4页China Modern Educational Equipment

基　　金：甘肃省青年科技基金计划项目“基于物联网的机车配件全过程跟踪管理系统的研究与设计”(编号：1606RJYA222)

摘　　要：针对学历教育在线教育系统记录存储的海量教育大数据被深入挖掘、应用、分析力度不足的现状,提出构建基于教育大数据的在线学习分析系统。首先明确了教育大数据和学习分析的基本概念与内涵;其次分析了学历教育在线教育系统的数据应用现状;然后提出了构建在线学习分析系统的技术架构;最后依照服务对象描述了系统的主要功能与服务,构建在线教育学习分析系统的基本框架,为在线教育学习分析系统的研究提供借鉴。Due to the current situation which massive educational data stored in online educational systems of academic education are in idle state,lacking of use and analysis,construction of online learning analysis system based on big data in education was proposed.Firstly,concepts and connotations of big data in education and learning analysis were specified.Secondly,current situation of data usage for online educational system was analyzed,then the online learning analysis system based on big data in education was constructed.System architecture and technical framework were proposed.Finally,main functions and services of the system were described in terms of service objects,and basic profile of online educational learning analysis system was outlined.We hope that our results provide a reference for the research of online educational learning analysis system.

关 键 词：学习分析系统构建 教育大数据 在线教育 数据挖掘 

分 类 号：TP3[自动化与计算机技术—计算机科学与技术]