面向數(shù)據(jù)挖掘的科研信息管理系統(tǒng)的研究與開發(fā)
發(fā)布時間:2018-05-11 04:29
本文選題:科研信息 + 管理系統(tǒng); 參考:《電子科技大學(xué)》2013年碩士論文
【摘要】:近年來九江職業(yè)大學(xué)教師科研工作及成果信息呈逐年大批量增加趨勢,以往采用簡單的報表統(tǒng)計方式整理及統(tǒng)計教師科研工作及成果信息已經(jīng)不能滿足實際需要,因此根據(jù)實際情況和具體需求,,本文討論了九江職業(yè)大學(xué)科研信息管理系統(tǒng)的研究與開發(fā)及如何在其上進(jìn)行數(shù)據(jù)挖掘工作。 在對本課題進(jìn)行規(guī)劃分析及實現(xiàn)的過程中,本人主要做了如下工作。 1、在完成分析九江職業(yè)大學(xué)科研信息管理系統(tǒng)的工作流程、設(shè)計九江職業(yè)大學(xué)科研信息管理系統(tǒng)系統(tǒng)功能模塊的基礎(chǔ)上,使用面向?qū)ο蠓椒癠ML描述工具對九江職業(yè)大學(xué)科研信息管理系統(tǒng)進(jìn)行了需求分析,通過用例描述等方法完成了對九江職業(yè)大學(xué)科研信息管理系統(tǒng)的各層次建模。 2、對九江職業(yè)大學(xué)科研信息管理系統(tǒng)進(jìn)行了系統(tǒng)概要設(shè)計和詳細(xì)設(shè)計,結(jié)合學(xué)校實際情況,完成了九江職業(yè)大學(xué)科研信息管理系統(tǒng)的數(shù)據(jù)庫設(shè)計。 3、基于MVC模式,使用面向?qū)ο笳Z言JAVA和JSP實現(xiàn)了九江職業(yè)大學(xué)科研信息管理系統(tǒng)的系統(tǒng)功能并進(jìn)行了必要的軟件測試工作。 4、在導(dǎo)入平臺數(shù)據(jù)后,采用數(shù)據(jù)挖掘方法中的關(guān)聯(lián)規(guī)則,使用數(shù)據(jù)挖掘工具Weka對九江職業(yè)大學(xué)科研信息管理系統(tǒng)中的科研信息數(shù)據(jù)進(jìn)行了關(guān)聯(lián)挖掘并獲得了有參考價值的關(guān)聯(lián)信息。 本選題面向解決實際問題,直接成果為“九江職業(yè)大學(xué)科研信息管理系統(tǒng)”,經(jīng)近兩年的應(yīng)用,反饋良好,同時本選題將數(shù)據(jù)挖掘技術(shù)應(yīng)用于九江職業(yè)大學(xué)教學(xué)科研考評工作中,挖掘成果已被學(xué)校決策層采納,為制定相關(guān)科研政策提供了數(shù)據(jù)支持,具有現(xiàn)實意義。
[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.
【學(xué)位授予單位】:電子科技大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2013
【分類號】:TP311.52
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