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Design And Realization Of Data Mining System Base On Web

Posted on:2014-03-14Degree:MasterType:Thesis
Country:ChinaCandidate:K Z ZhangFull Text:PDF
GTID:2268330401965870Subject:Software engineering
Abstract/Summary:PDF Full Text Request
Enterprises, how to survive in an increasingly competitive commercial development,it is particularly important to attract more customers. If you understand what customersneed and are more interested in what, and how to make the key decisions to buy theirgoods more attractive to users, enterprises will get more profit. Data mining, as anemerging commercial technologies, and can be conducive to commercial operation,competitive information, the key to solving this problem.In the usual course of conduct, such as browsing the web, etc., will leave a largenumber of records. These seemingly useless information after the extraction of the datamining system, conversion analysis and modeling processing, we can extract theauxiliary business decisions critical data.In this paper, the following contents:First, to explore the concept of data mining, data mining processes and functions,and data warehouse. The focus on data mining web mining, and discuss in detail thecharacteristics of web mining and user behavior analysis basics.Then, data mining module design, and data mining system. Detailed presentation ofthe algorithm is mainly used in the system, and its research classification. DetailsAlgorithm analysis, including data mining system design and algorithm research.Finally, we design the data mining system, module and system architecture toachieve, including data preprocessing module, data read module, as well as interest inmining module, and then debug the system performance, accuracy and recall twoindicators simulation assessment.In this paper, the realization of the performance of the data mining system toproduce good results for businesses to understand user behavior, conducive to thedecision-making of the commercial operation of enterprises to make good support.
Keywords/Search Tags:data mining, web mining, database
PDF Full Text Request
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