Design and Development of Efficient Algorithm in Web Usage Mining For Web Personalization
|International Journal of Engineering Trends and Technology (IJETT)||
|© 2013 by IJETT Journal|
|Year of Publication : 2013|
|Authors : Mohit M.Patel , Shailendra K.Mishra|
Mohit M.Patel , Shailendra K.Mishra. "Design and Development of Efficient Algorithm in Web Usage Mining For Web Personalization". International Journal of Engineering Trends and Technology (IJETT). V4(4):1101-1104 Apr 2013. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group.
With the promoting of Cyber Crime informationization process, more and more complex data is accumulated, the data mining techniques used in Cyber Crime. The work, that finding in hidden and useful information to guide Cyber Crime Department from large number of web users data, will be helpful to the Cyber Crime reform and development. This article proposes one kind of improvement ID3 algorithm, this algorithm simplified information entropy solution, which is the standard of attribute selection and reduced co mplication of calculation. This application motivates us to stabiles different proxy server to decrease the cybercrime and increase the secure way for surfing.
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Web Log Mining; Web Usage Mining, Decision tree; ID3 algorithm; performance analysis.