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The Research Of Data Mining Technology Based On Web

Posted on:2008-01-25Degree:MasterType:Thesis
Country:ChinaCandidate:Y P ZhangFull Text:PDF
GTID:2178360218963283Subject:Computer technology
Abstract/Summary:PDF Full Text Request
Due to the increasing development in the computer technologyespecially the whole worlds of Web popularizes and Web incomparablyabundant amount of information. The information diversity in the Internetmakes it even harder for users to find the desired information. Users are lackof effective ways of retrieving relevant information and are easily got lost inthe cyberspace.Through Web mining, we can draw necessary knowledge from Webpage: to analyze the contents to total user receive and visit behavior andfrequentness, we can get the general knowledge of behavior and mode ofusers, and use that to improve our Web serve.In this thesis, we systematically introduce the entire process of data Webmining and Web log data mining. And the research will be applied to theassociation rules which are suitable for analyzing associated problem, findingthe association of the page that users choose. By the support of theassociation rule the Website could easily adjust the structure of Web pages tothe best browsing structure of the users, and being regarding as the basis ofsupporting suitable services.We use the method of hypothesis testing. Finally we build a simplyelearningWebsite to proof that the hypothesis is working.
Keywords/Search Tags:Web datamining, association rule, personal idea follow
PDF Full Text Request
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