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Title Soft computing in Web information retrieval : models and applications / Enrique Herrera-Viedma, Gabriella Pasi, Fabio Crestani (eds.)
Published Berlin : Springer, ©2006


Description 1 online resource (xiv, 316 pages) : illustrations
Series Studies in fuzziness and soft computing, 1434-9922 ; v. 197
Studies in fuzziness and soft computing ; 197.
Contents Document Classification -- 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 Fuzzy Classification -- A Genetic Programming Approach for Combining Structural and Citation-Based Evidence for Text Classification in Web Digital Libraries -- 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 -- 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 -- 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
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 Information Retrieval is a stimulating area of research where Soft Computing technologies can be applied satisfactorily
Analysis engineering
information systems
toegepaste wiskunde
applied mathematics
computational science
kunstmatige intelligentie
artificial intelligence
Engineering (General)
Techniek (algemeen)
Bibliography Includes bibliographical references
Notes Print version record
In Springer e-books
Subject Internet searching.
Soft computing.
Semantic Web.
Web sites -- Classification -- Data processing
Web sites -- Ratings and rankings -- Data processing
COMPUTERS -- Online Services.
COMPUTERS -- System Administration -- Storage & Retrieval.
Semantic Web.
Web sites -- Classification -- Data processing.
Recherche sur Internet.
Web sémantique.
Informatique douce.
Sites Web -- Classement -- Informatique.
Internet searching.
Soft computing.
Internet searching.
Semantic Web.
Soft computing.
Form Electronic book
Author Herrera-Viedma, Enrique.
Pasi, Gabriella, 1961-
Crestani, Fabio.
ISBN 9783540315902