Soft Computing in Web Information Retrieval [electronic resource] : Models and Applications / edited by Enrique Herrera-Viedma, Gabriella Pasi, Fabio Crestani.

Por: Herrera-Viedma, Enrique [editor.]Colaborador(es): Pasi, Gabriella [editor.] | Crestani, Fabio [editor.]Tipo de material: TextoTextoSeries Studies in Fuzziness and Soft Computing, 197Editor: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006Descripción: XIV, 316 p. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783540315902Trabajos contenidos: SpringerLink (Online service)Tema(s): Engineering | Information systems | Artificial intelligence | Mathematics | Engineering mathematics | Telecommunication | Engineering | Appl.Mathematics/Computational Methods of Engineering | Artificial Intelligence (incl. Robotics) | Communications Engineering, Networks | Information Systems Applications (incl.Internet) | Applications of MathematicsFormatos físicos adicionales: Sin títuloClasificación CDD: 519 Clasificación LoC:TA329-348TA640-643Recursos en línea: de clik aquí para ver el libro electrónico
Contenidos:
Springer eBooksResumen: 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.
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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.

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.

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