AngularJS基于数据挖掘的研究生教育质量评估系统设计
毕业论文关键词 研究生教育 质量评估 网站 数据挖掘 AngularJS MongoDB StrongLoop
毕业设计说明书外文摘要
Title A system of the assessment of quality of postgraduate education based on data mining
Abstract
This project comes up with a system of the assessment of quality of education faced with quality of cultivation of postgraduates.The purpose of this project is providing a management tool with friendly views that can be used easily,to support the assessment of quality ,management and control of departments of school.This system is developed in linux,uses AngularJS as front-end of site and uses StrongLoop as back-end of site which can connect to database.This system also uses MongoDB as its database which is a non relational database,so this system can keep up with the the trend of the times.The site that this system develops can display data passed from remote database through back-end.This site can display the data in the form of table and the tables can automatically sort and group.At the same time,the site can analyse the data passed from database and generate charts based on the data such as line charts,pie charts, columnar stacking charts and so on.To find out information hid behind big data,I use the idea of Aprior algorithm to do data mining on part of big data in the database and display the result on the site.
Keywords postgraduate education、assessment of quality、website、data mining、AngularJS、MongoDB、StrongLoop
目 次
1 引言 1
1.1 选题背景 1
1.2 技术背景 1
2 研究生教育质量评估指标分析 3
2.1 指标分析的重要性 3
2.2 研究生教育质量评估指标总体分析 3
2.3 研究生教育质量评估指标具体分析 3
3 系统开发 8
3.1 系统功能及背景 8
3.2 系统模块划分 8
3.3 系统数据库设计 9
3.4 系统的具体功能实现 25
4 对研究生教育评估系统的数据挖掘 42
4.1 数据挖掘的历史 42
4.2 Aprior算法的基本思想 42
4.3 对研究生教育评估系统的数据挖掘研究 42
4.4 对研究生教育评估系统的数据挖掘具体实现 43
结论 47
致谢 48
参考文献49
1 引言
1.1 选题背景
研究生教育作为现代化教育中非常重要的一环，正越来越受到人们的重视。最明显的例子就是现代的职业招聘中研究生开始越来越多，人们普遍开始看重研究生教育的价值，并对研究生这一群体有了新的认识。与此同时，对研究生教育质量的评估也就十分重要，因为这关系着不同于普通小学到大学的“书本+老师”的研究生教育质量的好坏评价，也是和学校的形象息息相关的。