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The Research And Practice Of Government Web Log Mining

Posted on:2012-08-01Degree:MasterType:Thesis
Country:ChinaCandidate:D D GuoFull Text:PDF
GTID:2218330338957150Subject:Computer technology
Abstract/Summary:PDF Full Text Request
Government portal websites is a statutory government information carrier, it is not only the foundation for building e-government platform, but also an important window for the provision of public services.In order to find out the service requirements of enterprises and individuals to provide more reference to the construction of government Websites. Using Web log mining technology of log information on government Website excavations also became a hot research topic.In our research, we explain the concept, research works, key technologies of Web log mining and related research at home and abroad, and then use data mining technology to analyze the Web usage information of Government Network so as to find out the usage pattern and preference of enterprises and individuals as the better decision-making aid for Website executives. The paper achieves the following tasks: first, studying the preprocessing of raw Web log, analyzing the difficulties and describing the process; second, on the base of anatomizing Apriori Algorithm and K-means Algorithm, sutdying the Path Pattern Mining technology and applying it in the mining of the Website of Government Network; finally, mining the Website of Government Network by mining tool Weka and Analog, and giving advice to improve the Website of Govenrment...
Keywords/Search Tags:Web log mining, K-means Algorithm, Apriori Algorithm, Path Pattern, Weka, Analog
PDF Full Text Request
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