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The Application Of Data Excavate Technique To Operation Analysis And Decision Supporting System

Posted on:2007-04-29Degree:MasterType:Thesis
Country:ChinaCandidate:M ChengFull Text:PDF
GTID:2178360182996433Subject:Electronics and Communications Engineering
Abstract/Summary:PDF Full Text Request
Management analysis and decision support system is a useful one whichprovides information containing decision for decision-makers from original databases.The competition in wireless communication is increasingly severe, and managementanalysis and decision support system could bring more advantages for businessmen.Actually, management analysis system is not only a system for fusing and analyzingdata, but it is a diagnosis system for enterprise. Through analyzing the data frombusiness category, incoming composition, client composition, and internet resource, itdiscoveries the problems in the process of management and maintenance, directs theconstruction and operation of market, and adjusts the trade flow, the service quality,the resource optimizing etc. Therefore, client requests are met in the maximal degree,the client loyalty and the utilizing extent of enterprise network are enhanced, the costof enterprise is decreased, and then the competition ability and profit are increased,all of which gain the advantage in market for enterprise. Management analysis and decision support system is based on the technology ofdata warehouse and analyzed-data oriented, which is different from existed enterprisedatabases. Data warehouse is the effective integration of several isomerous databases,which clustering them according to their application domains. It also containshistorical data, and never changes data. Through mining the huge amount in it andshow it in multi-dimension, we could implement data mining for information.This paper introduces the background of Jilin Communication Corporation, analyzesthe current completion environment of communication in China, applies theknowledge of data warehouse and data mining, and proposes the idea thatconstructing a complete data warehouse for communication corporations supports theprofit for enterprise;providing the data analysis and mining abilities with themulti-dimensional data exposition;implement the data mining and decision supportsystem for information. Finally, this paper clears the construction principles whichmeans that it has two phases, three tiers, unification layout of management,distribution implement and unifies data which is operation oriented. We give out thelogic and ability framework for system construction, and mainly use the tool of NCRCorporation which is called Teradata Warehouse to carry out the mining systemwhich is to predict the data of big client losing, and clustering system for enterpriseclient data. Taking the real experiences in system construction into account, sometastes are given by us. This paper is of key for the construction of managementanalysis and decision support system.The blue print in this paper is proposed by utilizing the technology ofmanagement and considering the real situations of Jilin Communication Corporation.This blue print which accords with the actual need of enterprise development andsystem construction has played a key role and has gain good effect.
Keywords/Search Tags:Application
PDF Full Text Request
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