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The Research Of Data Mining And Application In Telecomunications Field

Posted on:2010-06-08Degree:MasterType:Thesis
Country:ChinaCandidate:L ZhaoFull Text:PDF
GTID:2178360275999538Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
Nowadays, with the reform of domestic telecom, every operation companies have spread drastic competition in many areas, such as big customers of enterprise, distance operation, IP operation, mobile operation, and so on. Traditional market stratagem, which is focus on technique and production sell, has been replaced by new tactic, which concentrates on customer and service. It means that customer resource has become the key of enterprises' competition.The thesis firstly introduces the research background, and the research of at and abroad .Secondly, introduces the basic conception that the data mining, the commonly used method of the data mining, the process of the data mining and discuss the data mining principle and technology. Thirdly, the application in the field of telecommunications was analyzed ,the writer put forward to the common analysis theme in telecommunication field, combined with the demand of telecommunication business, the application of data mining in telecommunication field be analyzed. This system adopts decision tree, clustering analysis and association analysis algorithm to analyses the historical data of the Telecommunications system. Corresponding implementation data mining process, and analyze the result of data mining, provided powerful technology support for operator's prosecution and decision-making.
Keywords/Search Tags:data mining, Decision tree, clustering analysis, Telecom Systems
PDF Full Text Request
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