Fuzzy Logic and the Internet

With the daily addition of million documents and new users, there is no doubt that the World Wide Web (WWW or Web shortly) is still expanding its global information infrastructure. Thanks to low-cost wireless technology, the Web is no more limited to homes or offices, but it is simply everywhere. The Web is so large and growing so rapidly that the 40 million page "WebBase" repository of Inktomi corresponds to only about 4% of the estimated size of the publicly indexable Web as of January 2000 and there is every reason to believe these numbers will all swell significantly in the next few years. This unrestrainable explosion is not bereft of troubles and drawbacks, especially for inexpert users. Probably the most critical problem is the effectiveness of Web search engines: though the Web is rich in providing numerous services, the primary use of the Internet falls in emails and information retrieval activities. Focusing in this latter, any user has felt the frustrating experience to see as result of a search query overwhelming numbers of pages that satisfy the query but that are irrelevant to the user.

Provides new tools and ideas to enhance the power of search engines and the internet Includes supplementary material: sn.pub/extras

Klappentext

The unrestrainable explosion of the world wide web is not bereft of troubles and drawbacks, especially for inexpert users. Therefore there is a strong need of new research approaches in term of theories and systems. The main objective of this book is to provide new tools and ideas to enhance the power of the internet and search engines. Among these new research trends an important role is played by technologies that enable to process imprecise information, and to perform approximate reasoning capability. This book written by leading experts in their field demonstrates the ability of Fuzzy Technology to exploit the tolerance for imprecision to achieve tractability, robustness, and low solution costs and it shows that soft computing methods are a good choice to face complex Web problems.

Inhalt
Fuzzy Logic and the Internet: Web Intelligence.- Fuzzy Logic and Rank Aggregation for the World Wide Web.- Automatic Learning of Multiple Extended Boolean Queries by Multiobjective GA-P Algorithms.- An Approximate Querying Environment for XML Data.- Information Gathering on the Internet Using a Distributed Intelligent Agent Model with Multi-Granular Linguistic Information.- A Time-Completeness Tradeoff on Fuzzy Web-Browsing Mining.- A Fuzzy Logic Approach for Content-Based Audio Classification and Boolean Retrieval.- Soft Computing Technology for Dynamic Web Pages Categorization.- Text Mining using Fuzzy Association Rules.- BISC Decision Support System: University Admission System.- Web Mining in Soft Computing Framework: A Survey.- A decision support tool for web-shopping using Product Category Summarization.- Logo Recognition and Detection with Geostatistical, Stochastic, and Soft-Computing Models.- Fuzzy Web Information Classification Agents.