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The Application Research Of Student Synthesized Evaluation System Based On Data Mining

Posted on:2007-05-11Degree:MasterType:Thesis
Country:ChinaCandidate:X C NiuFull Text:PDF
GTID:2178360185992551Subject:Software engineering
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The data mining has already became the hot pot of computer science and engineering research, the data mining may stat, analyze, synthesize and reason data from microscopic to the macroscopic, and also instruct actual problems' solution, discover and made the forecast of the interdependence between things .Though the data mining technology is becoming more and more flourishes day by day, its application domain also in unceasingly expands, it is still at the theory discussion stage as a whole.That our country's higher education is transforming from the outstanding person education to the popular education gradually brings inevitably many questions to the school students' management work. Student's information is massive and complex, the student superintendent feel the management more and more with complexity, forecast regarding student's condition and development more and more with difficulty, therefore the school hopes the student magnanimous data not only about the simple backup and the inquiry, but needs the student management information system to be able urgently to have the assistance decision-making ability, and the data mining technology is precisely solves this problem feasible and the effectively.This article studied the university student synthesized evaluation system to conduct the research, and proposed a kind of new student synthesized evaluation method with quantitative analysis and the qualitative analysis unified. And it uses the VB technology and SQL Server 2000, developed a new kind the university student synthesized evaluation system based on the thought of data warehouse, enable the student magnanimous data to obtain effective processing.Based on the synthesized evaluation system, it has realized the application of the OLAP (on-line analysis processing) of data warehouse and data mining the in the university students synthesized evaluation; Through to the data cube research, this article established the on-line analysis excavation model of students colligation synthesize and evaluation multi-dimensional cube, effectively instructs and assists the university student management decision-making and the employer selects talented person's decision-making.Now, PDSS is on pre-running and have got good effect. But, the research & design of the system is still in exploring, so the system needs incessant improving. And, the system also should include the realizing of Data Mining, which is what we should do next.
Keywords/Search Tags:OLAP, Data mining, University management, synthesized evaluation
PDF Full Text Request
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