Web Intelligence / Edition 1

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Overview

"Web Intelligence is a new direction for scientific research and development that explores the fundamental roles as well as practical impacts of artificial intelligence and advanced information technology for the next generation of Web-empowered systems, services, and environments. Web intelligence is regarded as the key research field for the development of the Wisdom Web (including the Semantic Web)." As the first book devoted to Web Intelligence, this multi-author monograph provides a thorough introduction and a systematic overview of this new field. It presents both the current state of research and development as well as application aspects. The book will be a valuable and lasting source of reference for researchers and developers interested in Web Intelligence. Students and developers will additionally appreciate the numerous illustrations and examples.
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Editorial Reviews

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From the reviews:

"The book deals with … problems of web distributed intelligence. This book is the first coherently written multi-author monograph on Web Intelligence (WI). It offers a thorough introduction and systematic overview of the new fields. … This monograph is recommended by the WIC as the first book on WI research. … The book is a valuable and lasting source of reference for researchers and developers interested in WI. Developers and students additionally appreciate numerous illustrations and examples." (Ing. Jaroslav Veselý, Neural Network World, Vol. 14 (6), 2004)

"The book studies both the intelligent method of Web use and the intelligent Web services and the Infrastructure. … This interesting book will be useful not only for Web theorists, scientists and pioneers, but it gives a comprehensive look at today’s research direction. From this viewpoint it can be interesting for many practitioners. … the book brings useful information also for scientists in many different fields, especially for robotics and design theories." (Tomas Brandejsky, Neural Network World, Vol. 13 (6), 2003)

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Product Details

  • ISBN-13: 9783540443841
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 4/28/2003
  • Edition description: 2003
  • Edition number: 1
  • Pages: 440
  • Product dimensions: 9.21 (w) x 6.14 (h) x 1.00 (d)

Table of Contents

1 Web Intelligence (WI): A New Paradigm for Developing the Wisdom Web and Social Network Intelligence 1
2 Agent-Based Characterization of Web Regularities 19
3 Agent-Based Composite Services in DAML-S: the Behavior-Oriented Design of an Intelligent Semantic Web 37
4 Designing Scenarios for Social Agents 59
5 Using Agent Technology to Improve the Quality of Web-Based Education 77
6 Discovering Business Intelligence Information by Comparing Company Web Sites 105
7 Discovery of Indirect Associations from Web Usage Data 128
8 Knowledge-Based Wrapper Induction for Intelligent Web Information Extraction 153
9 Web Log Mining 173
10 Personalized and Focused Web Spiders 197
11 Exploiting the Web as Parallel Corpora for Cross-Language Information Retrieval 218
12 Knowledge Representation, Sharing, and Retrieval on the Web 243
13 On-To-Knowledge: Semantic Web-Enabled Knowledge Management
14 Ontology Learning Part One - on Discovering Taxonomic Relations from the Web 301
15 Algorithmic Aspects of Web Intelligent Systems 323
16 Web Document Prefetching on the Internet 345
17 Social Networks: From the Web to Knowledge Management 367
18 A Ranking Algorithm Based on Graph Topology to Generate Reputation or Relevance 380
19 Communityware That Facilitates Knowledge Interactions 395
20 Social Intelligence Design for Web Intelligence 419
Author Index 438
Subject Index 439
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