Cart (Loading....) | Create Account
Close category search window

Research of Web Data Mining Based on Fuzzy Logic and Neural Networks

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

1 Author(s)
Limin Ren ; Electron. & Inf. Eng. Dept., Tianjin Inst. of Urban Constr., Tianjin, China

Web document classification and clustering are two crucial sections in Web data mining. The models, algorithms and simulation experiments for both Web document classification and clustering have been studied separately to support for the personalized services and to overcome the deficiencies and shortcomings of the same type's algorithms in the paper. The Web document classification based on fuzzy reasoning with comprehensive weights and Web search result clustering based on fuzzy logic and neural networks are presented for Web data mining to obtain easily understood, robust and low-priced solutions by exploring the greatest possible extents of imprecision, uncertainty, fuzzy reasoning and partial correctness. The experiments have demonstrated that the established intelligent Web information mining system here makes Web document classification and clustering more accurate, more credible and more rapid than the exciting ones.

Published in:

Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on  (Volume:3 )

Date of Conference:

14-16 Aug. 2009

Need Help?

IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.