面向数据挖掘的科研信息管理系统的研究与开发

发布时间：2018-05-11 04:29

本文选题：科研信息 + 管理系统　；参考：《电子科技大学》2013年硕士论文

【摘要】：近年来九江职业大学教师科研工作及成果信息呈逐年大批量增加趋势，以往采用简单的报表统计方式整理及统计教师科研工作及成果信息已经不能满足实际需要，因此根据实际情况和具体需求，，本文讨论了九江职业大学科研信息管理系统的研究与开发及如何在其上进行数据挖掘工作。在对本课题进行规划分析及实现的过程中，本人主要做了如下工作。 1、在完成分析九江职业大学科研信息管理系统的工作流程、设计九江职业大学科研信息管理系统系统功能模块的基础上，使用面向对象方法及UML描述工具对九江职业大学科研信息管理系统进行了需求分析，通过用例描述等方法完成了对九江职业大学科研信息管理系统的各层次建模。 2、对九江职业大学科研信息管理系统进行了系统概要设计和详细设计，结合学校实际情况，完成了九江职业大学科研信息管理系统的数据库设计。 3、基于MVC模式，使用面向对象语言JAVA和JSP实现了九江职业大学科研信息管理系统的系统功能并进行了必要的软件测试工作。 4、在导入平台数据后，采用数据挖掘方法中的关联规则，使用数据挖掘工具Weka对九江职业大学科研信息管理系统中的科研信息数据进行了关联挖掘并获得了有参考价值的关联信息。本选题面向解决实际问题，直接成果为“九江职业大学科研信息管理系统”，经近两年的应用，反馈良好，同时本选题将数据挖掘技术应用于九江职业大学教学科研考评工作中，挖掘成果已被学校决策层采纳，为制定相关科研政策提供了数据支持，具有现实意义。
[Abstract]:In recent years, the scientific research work and achievement information of teachers in Jiujiang Vocational University have been increasing year by year. In the past, simple statistical methods of reporting and statistics of teachers' scientific research work and achievements have not been able to meet the actual needs. Therefore, according to the actual situation and specific needs, this paper discusses the research and development of scientific research information management system of Jiujiang Vocational University and how to do data mining on it. In the process of planning and implementation of this topic, I mainly do the following work. 1. On the basis of analyzing the work flow of the scientific research information management system of Jiujiang Vocational University and designing the function module of the scientific research information management system of Jiujiang Vocational University, The requirement analysis of the scientific research information management system of Jiujiang Vocational University is carried out by using the object-oriented method and UML description tool, and the modeling of the scientific research information management system of Jiujiang Vocational University is completed by using the method of use case description. 2. The system outline design and detailed design of the scientific research information management system of Jiujiang Vocational University have been carried out, and the database design of the scientific research information management system of Jiujiang Vocational University has been completed according to the actual situation of the school. 3. Based on MVC mode, the system function of scientific research information management system of Jiujiang Polytechnic University is realized by using object-oriented languages JAVA and JSP, and the necessary software testing work is carried out. 4. After importing the platform data, the association rules in the data mining method are adopted. This paper uses the data mining tool Weka to mine the scientific research information data in the scientific research information management system of Jiujiang Polytechnic University and obtains the relevant information with reference value. This topic is aimed at solving practical problems. The direct result is "Scientific Research Information Management system of Jiujiang Vocational University". After nearly two years of application, the feedback is good. At the same time, this topic applies data mining technology to the evaluation of teaching and scientific research in Jiujiang Vocational University. The results of mining have been adopted by the decision-making level of the school, which provides data support for the formulation of relevant scientific research policies, which has practical significance.
【学位授予单位】：电子科技大学
【学位级别】：硕士
【学位授予年份】：2013
【分类号】：TP311.52

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