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Design and Implementation of Data Mining System Based on NM2000

Author: JiangRui
Tutor: SunDeJian
School: Changchun University of Science and Technology
Course: Computer Software and Theory
Keywords: NM2000 warehouse data mining cluster analysis
CLC: TP311.13
Type: Master's thesis
Year: 2008
Downloads: 53
Quote: 0
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Abstract


The research on data mining has aroused lots of attention these years. Most application is oriented to the commerce, especially to the e-business, and few has be used in non-commercial organization. It is a waste to these organizations because the accumulated data is not made use of sufficiently. The purpose of the study is to build data mining application system based on the reading room management information system.Through these efforts, utilization of campus information system could be improved and its functions could be much clearer to understand its service objects and contents.In the paper,It followed points:(1) In view of the actual application of NM2000 library management system and comprehensive utilization of data warehouse and data mining technology and the theory, Constructed a new data mining system architecture framework based on NM2000.(2) Reserched on the clustering algorithm in depth, Made a point to delete anomaly improved algorithm, The algorithm can improve the stability of the results.(3) Establishmented a data warehouse named NM2000,minned readers and books that readers interested in cluster analysis and association rules. The experimental results show that data mining technology could insight into the information needs of users and provide personalized service for decision-making.

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer software > Program design,software engineering > Programming > Database theory and systems
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