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Data Mining The Number Of Applications In The Commercial Banks

Posted on:2007-06-11Degree:MasterType:Thesis
Country:ChinaCandidate:R H ChenFull Text:PDF
GTID:2208360215498432Subject:Software engineering
Abstract/Summary:PDF Full Text Request
The data mining is the technique that the confluence of multiple disciplines, its aim is extraction implicit previously unknown and potentially useful patterns or knowledge from huge amount of data. The commercial bank is a special financial enterprise in the market economy, which needs valid management and exploitation about a great deal of business data. Applying the theories and technique of data mining in commercial bank management has research value and application effect.This paper tries to combine the existing management environment, business system, information degree of the domestic commercial bank with the data mining's main technique, Synthesize some concepts and methods of the related academics, carry on the information collection and sorting, the modeling, technique choosing in some problems of the commercial bank management, and carry on imitate and examine in certain range.This paper is mainly using the data mining's association, classification and prediction, clustering, outlier analysis and time sequence analysis,, Mine in some aspects. of the commercial bank's loan management, financial analysis, daily business management and safe management, and get some beneficial exploration in the aspect of the application of datamining in commercial bank management.
Keywords/Search Tags:Data mining, Commercial bank, Management
PDF Full Text Request
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