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Soft computing in web information retrieval : models and applications

Author: Enrique Herrera-Viedma; Gabriella Pasi; Fabio Crestani
Publisher: New York : Springer, 2006.
Series: Studies in fuzziness and soft computing, 197.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book presents some recent works on the application of Soft Computing techniques in information access on the World Wide Web. The book comprises 15 chapters from internationally known researchers and is divided in four parts reflecting the areas of research of the presented works such as Document Classification, Semantic Web, Web Information Retrieval and Web Applications. This book demonstrates that Web  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Soft computing in web information retrieval.
New York : Springer, 2006
(DLC) 2005938670
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Enrique Herrera-Viedma; Gabriella Pasi; Fabio Crestani
ISBN: 3540315888 9783540315889 354031590X 9783540315902 6610625859 9786610625857
OCLC Number: 228384166
Description: 1 online resource (xiv, 316 pages) : illustrations.
Contents: Cover --
Contents --
Part I: Document Classi.cation --
A Dynamic Hierarchical Fuzzy Clustering Algorithm for Information Filtering --
A Theoretical Framework for Web Categorization in Hierarchical Directories using Bayesian Networks --
Personalized Knowledge Models Using RDF-Based Classification --
A Genetic Programming Approach for Combining Structural and Citation-Based Evidence for Text Classification in Web Digital Libraries --
Part II: Semantic Web --
Adding a Trust Layer to Semantic Web Metadata --
A Fuzzy Linguistic Multi-agent Model Based on Semantic Web Technologies and User Profiles --
Fuzzy Concept-Based Models in Information Browsers --
Evaluation of Term-based Queries using Possibilistic Ontologies --
Part III: Web Information Retrieval --
Formal Theory of Connectionist Web Retrieval --
Semi-fuzzy Quantifiers for Information Retrieval --
Helping Users in Web Information Retrieval Via Fuzzy Association Rules --
Combining Soft and Hard Techniques for the Analysis of Batch Retrieval Tasks --
Part IV: Web Application --
Search Advertising --
Information Loss in Continuous Hybrid Microdata: Subdomain-Level Probabilistic Measures --
Access to a Large Dictionary of Spanish Synonyms: A Tool for Fuzzy Information Retrieval --
Last Page.
Series Title: Studies in fuzziness and soft computing, 197.
Responsibility: Enrique Herrera-Viedma, Gabriella Pasi, Fabio Crestani, eds.

Abstract:

This book presents recent studies on the application of Soft Computing techniques in information access on the World Wide Web. The book is divided in four parts reflecting the areas of research of  Read more...

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