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Data Mining In The School Computer Room Information Management Application

Posted on:2012-05-31Degree:MasterType:Thesis
Country:ChinaCandidate:L TangFull Text:PDF
GTID:2218330338470509Subject:Computer technology
Abstract/Summary:PDF Full Text Request
Data mining in recent years has been the rapid development, has become an effective tool to handle large data, the technology is used intelligently by computer algorithm for large databases will not be some people find or hidden valuable information in discovery. Therefore, the use of data mining in different units or departments within the scope of decision analysis provide powerful evidence.Data mining technology to the school computer room information management systems, information and data on multi-level room, multi-angle in-depth analysis and mining, the use of digging to get that knowledge management decision aid computer room, equipment room can be a reasonable allocation of resource use, improve the quality of room management, room to solve the information management system in the past the lack of comprehensive analysis and decision support capabilities, the end can only for simple data query engine room records and information management system era. This is the school of information management in the new chapter computer room, school computer room management system is a sign of intelligent direction.In this paper, clustering rules mining based on theory and research, On the K-Means clustering algorithm to determine the initial center point method is improved, And of the improved K-Means algorithm and DBSCAN algorithm with the algorithm used in the engine room of Economics and Management of Anhui information management system, extra-curricular student records data mining on the machine, and finally obtained Extracurricular time pattern on the machine, the machine for the development of new management methods to provide a strong basis to achieve efficient use of resources in the school room, saving school purposes.
Keywords/Search Tags:data mining, clustering rules, k-means algorithm, DBSCAN algorithm
PDF Full Text Request
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