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The Implementation Of HeBei Netcom Visual Data Mining System

Posted on:2008-06-18Degree:MasterType:Thesis
Country:ChinaCandidate:L WangFull Text:PDF
GTID:2178360242978017Subject:Electronic and communications
Abstract/Summary:PDF Full Text Request
The most fundamental request on building the Business Analysis System of telecommunication enterprise is to show absolutely enterprise running status in enormous data. Because of data mining algorithm itself complexity, it is difficult to understand and control these algorithms. The visual data mining takes the information visualization technology as a foundation. By visually interaction with the views, the user could identify and control the mining result in the data.This dissertation firstly introduces the current development of visual data mining system. Secondly, the dissertation introduces the applications of data mining in telecommunication industry, and presents a methodology of data mining in telecom industry. A visual data mining system, based on results of analyzed existing systems, is implemented which is associated with telecommunication applications.This dissertation concerns the design and implement of functional models of every sub-system in detail and presents one application based on every sub-system when it is finished to test its validity. We accomplish a visual data mining prototype system that based on the theory of data mining , the system can meet the need of some decision-making of telecom enterprise, as well as achievement for the function of data mining. The system is still the important basis for the oriented applied system.
Keywords/Search Tags:Data Mining, Data Visualization, Data Mining Tool
PDF Full Text Request
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