Soft Computing in Web Information... | Buy

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.

Part I Document Classification

A Dynamic Hierarchical Fuzzy Clustering Algorithm for Information Filtering

Gloria Bordogna, Marco Pagani, and Gabriella Pasi

(22)

A Theoretical Framework for Web Categorization in Hierarchical Directories using Bayesian Networks

Luis M. de Campos, Juan M. Fernández-Luna, and Juan F. Huete

(20)

Personalized Knowledge Models Using RDF-Based Classification

Vincenzo Loia and Sabrina Senatore

(20)

A Genetic Programming Approach for Combining Structural and Citation-Based Evidence for Text Classification in Web Digital Libraries

Baoping Zhang, Weiguo Fan, Yuxin Chen, Edward A. Fox, Marcos André Gonçalves, Marco Cristo, and Pável Calado

(22)

Part II Semantic Web

Adding a Trust Layer to Semantic Web Metadata

Paolo Ceravolo, Ernesto Damiani, and Marco Viviani

(18)

A Fuzzy Linguistic Multi-agent Model Based on Semantic Web Technologies and User Profiles

Enrique Herrera-Viedma, Eduardo Peis, and José M. Morales-del-Castillo

105

(16)

Fuzzy Concept-Based Models in Information Browsers

Elena Garcia Barriocanal and Miguel-Ángel Sicilia

121

(14)

Evaluation of Term-based Queries using Possibilistic Ontologies

Yannick Loiseau, Mohand Boughanem, and Henri Prade

135

(28)

Part III Web Information Retrieval

Formal Theory of Connectionist Web Retrieval

Sándor Dominich, Adrienn Skrop, and Zsolt Tuza

163

(32)

Semi-fuzzy Quantifiers for Information Retrieval

David E. Losada, Félix Diaz-Hermida, and Alberto Bugarin

195

(26)

Helping Users in Web Information Retrieval Via Fuzzy Association Rules

M.J. Martin-Bautista, D. Sánchez, J.M. Serrano, and M.A. Vila

221

(18)

Combining Soft and Hard Techniques for the Analysis of Batch Retrieval Tasks

Francisco J. Valverde-Albacete

239

(20)

Part IV Web Application

Search Advertising

Marco Cristo, Berthier Ribeiro-Neto, Paulo B. Golgher, and Edleno Silva de Moura

259

(28)

Information Loss in Continuous Hybrid Microdata: Subdomain-Level Probabilistic Measures

Josep Domingo-Ferrer, Josep Maria Mateo-Sanz, and Francesc Sebé

287

(12)

Access to a Large Dictionary of Spanish Synonyms: A Tool for Fuzzy Information Retrieval

Alejandro Sobrino-Cerdeiriña, Santiago Fernández-Lanza, and Jorge Graña-Gil

299

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