Font Size: a A A

Research And Development Of Data Mining-Based Information Analysis System Of Higher Entrance Examination

Posted on:2009-11-19Degree:MasterType:Thesis
Country:ChinaCandidate:P ZhuFull Text:PDF
GTID:2178360242983189Subject:Agricultural mechanization project
Abstract/Summary:PDF Full Text Request
Data mining involves an integration of techniques from database, data visualization, statistics, information, retrieval, artificial intelligence, machine learning and high-performance computing. With the development of data mining technology, the study has been turning to real applications from finding methods. The data mining brought great economic value to the area of business. It has been widely applied in many realms.This paper used methods to analyze higher entrance examination data. Those methods are based on technologies in data mining, data visualization, mathematics and computer programming language.The main content of this paper can be summarized in the following three aspects.Firstly, this paper introduces research background, the basic concepts, tasks, functions, technologies and development way in the future of data mining.Secondly, the concept description, association rules and decision tree classify has been introduced in this paper and make some improvement in order to find some knowledge beneficial for candidates and college.Thirdly, a data mining system is presented and implemented in distributing style according with engineering. The author put detailed analysis and discussion on the architecture design, function design, component design and implementation technologies of the system.The research shows that technology of data mining is applied in higher entrance examination field to find valuable knowledge, which will supply the user effective decision support.①According to concept description the rate of change in Admission, admission office making relative policy and improve teaching quality.②According to association rules analysis to identify the scores of volunteer's different, guide the candidate select reasonable personal option scientifically.③According to decision tree classify method to identify various types of candidates registration rate, colleges propagandize and enhance the rate of registering-student and the quality of the source of students.It has important practice and theory meaning to enhancement of education.
Keywords/Search Tags:Data mining, Concept description, Decision tree classify method, Association rules, Data visualization
PDF Full Text Request
Related items