Research On The Application Of Data Mining Technology In Educational Administration Management System

With the development of the era of knowledge economy,a wide range of applications of computer technology,we all know that computer applications will produce a lot of data,for these data,people improve the ability to store and collect data,but did not improve Data analysis capabilities.Some of the tools that analyze today's data can not handle the huge amount of data generated by this computer age,and it is just that the data has a huge productivity value behind it.In this context,we need to quickly research and develop new,higher-level data processing and analysis techniques to discover the hidden value of these data for effective analysis and better use of these data to guide the development of the school,To promote the overall quality of teaching the future of the school.With the development and progress of technology,data mining technology and database technology can be more closely together in order to analyze and deal with the data have more beneficial effects.This article mainly explore the data mining technology in the application and development of the educational administration system through colleges' and university students' achievements and the related teaching arrangement,and so on.The main contents are as follows:(1)We have deeply analyzed the background on data mining technology and research status review.At the same time,we've read a lot of data mining technology of domestic and foreign references based on data mining related knowledge contents such as statistics.And we seize the current the current situation of data mining technology applied in the educational administration and to find out the defects.(2)This paper discusses the application of the relevant technical knowledge,analyzes the relevant principles,and constructs the structure of the data warehouse.(3)The system requirements have been analyzed.Functional requirements,system performance on system demand,system-related figures are introduced in detail.(4)According to the functions and characteristics of educational administration management system,through the analysis of the traditional Apriori algorithm,we have found that too many shortcomings exists in the process of data extraction and the existence of the original data scanning,thus to improve the algorithm.Firstly,we have creatively joined the mining technology,data filtering and sampling group.Secondly,we grouped the data analysis and calculation of the corresponding data processing,such as improving the efficiency of the algorithm.Then to improve the technology of mining association rules,before the data mining,first delete the redundant data,search and improve the mining efficiency.Comprehensive the above improvements,design the educational administration management system.(5)Combined with data mining techniques for the establishment of the educational administration system principle is analyzed,and the educational administration system of each module are analyzed in detail design,and completed the establishment of educational administration management system based on data mining technology.(6)The system has been set up by the educational administration system to test the safety and accuracy of the system to store data.