Author: Y-Q Zhang
Publisher: World Scientific
Published: 2004-08-25
Total Pages: 584
ISBN-13: 9814482811
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This review volume introduces the novel intelligent Web theory called computational Web intelligence (CWI) based on computational intelligence (CI) and Web technology (WT). It takes an in-depth look at hybrid Web intelligence (HWI), which is based on artificial biological and computational intelligence with Web technology and is used to build hybrid intelligent Web systems that serve wired and wireless users more efficiently. The basic principles of CWI and various e-applications of CWI and HWI are discussed. For completeness, six major CWI techniques — fuzzy Web intelligence, neural Web intelligence, evolutionary Web intelligence, granular Web intelligence, rough Web Intelligence and probabilistic Web intelligence — are described. With the huge potential for intelligent e-business applications of CWI and HWI, these techniques represent the future of intelligent Web applications. Contents:Fuzzy Web Intelligence, Rough Web Intelligence and Probabilistic Web IntelligenceNeural Web Intelligence, Evolutionary Web Intelligence and Granular Web IntelligenceHybrid Web Intelligence and E-Applications Readership: Graduate students, researchers and professionals in artificial intelligence and fuzzy logic. Keywords:Computational Web Intelligence;Web Intelligence;Computational Intelligence;Soft Computing;Granular Computing;Fuzzy Logic;Neural Networks;Evolutionary Computation;Rough Sets;E-BusinessKey Features:Completely introduces the intelligent Web techniques based on soft computing, granular computing, computational intelligence, and Web technology for different intelligent Web applicationsFirst to introduce the novel intelligent Web theory (computational Web intelligence) with many potential intelligent Web applicationsIntroduces CWI techniques for currently hot and important applications such as Web security, Internet security, bioinformatics, Web search engines, Web mining, e-commerce, intelligent Web agents, etc.