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The Research Of Data Mining In Mobile Telecommunication Applications

Posted on:2008-12-19Degree:MasterType:Thesis
Country:ChinaCandidate:G ChenFull Text:PDF
GTID:2178360215982258Subject:Software engineering
Abstract/Summary:PDF Full Text Request
With the quick development of the database technology and with the wide application of the database system, more and more data have been piled up. The overfull data have hided much more important information, and people wish to analyze them in higher level to make good use of them. All of the above lead to a new technology named Data Mining emerging as the times require. Data Mining is deemed as an interdisciplinary study composed of database theory , statistics, machine learning theory and Neural network method. Although Data Mining is based on database theory, it is oriented to application from the beginning. It is applied not only to the simply search in specific database , but also to analyze and reason the data from microcosmical to macroscopical. It is used to instruct people to answer the actual questions and to find the interactive relationship between the different affairs, even to forecast the future with known data. All these characteristics determine the system and the method of Data Mining.This thesis mainly researches on mobile telecommunication operation how to launch and use data mining to raise its competitive advantage in China. This thesis has not discussed much on data mining theory and the modeling method, etc. Nor has the construction of data warehouse. It focuses on the choice and design that the model of data mining, on the basis of the already studies of abroad and the actual needs of mobile telecommunication company so that the mobile company can realize its potential value.Hope this thesis will have an impetus to the using of data mining in our mobile telecommunication.
Keywords/Search Tags:Data Mining, Data Warehouse, Clustering Analysis, Mobile Business, Customer value
PDF Full Text Request
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