Research Article
Pattern Classification based on Web Usage Mining using Neural Network Technique
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 71 - Issue 21 |
| Published: June 2013 |
| Authors: Romil V. Patel, Dheeraj Kumar Singh |
10.5120/12609-9288
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Romil V. Patel, Dheeraj Kumar Singh . Pattern Classification based on Web Usage Mining using Neural Network Technique. International Journal of Computer Applications. 71, 21 (June 2013), 13-17. DOI=10.5120/12609-9288
@article{ 10.5120/12609-9288,
author = { Romil V. Patel,Dheeraj Kumar Singh },
title = { Pattern Classification based on Web Usage Mining using Neural Network Technique },
journal = { International Journal of Computer Applications },
year = { 2013 },
volume = { 71 },
number = { 21 },
pages = { 13-17 },
doi = { 10.5120/12609-9288 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2013
%A Romil V. Patel
%A Dheeraj Kumar Singh
%T Pattern Classification based on Web Usage Mining using Neural Network Technique%T
%J International Journal of Computer Applications
%V 71
%N 21
%P 13-17
%R 10.5120/12609-9288
%I Foundation of Computer Science (FCS), NY, USA
Abstract
The traffic on World Wide Web is increasing rapidly and huge amount of data is generated due to users' numerous interactions with web sites. Web Usage Mining is the application of data mining techniques to discover the useful and interesting patterns from web usage data. We apply new approach for classify User pattern using Modified naive Bayesian classification with supervise learning technique for real time and more complex data. This can be used in marketing for adverting purpose, E-commerce & government agency for more make page dynamic based on user pattern classification. We purpose classification real time data on time & accuracy base.
References
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