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

By: Herrera-Viedma, Enrique [editor.]Contributor(s): Pasi, Gabriella [editor.] | Crestani, Fabio [editor.] | SpringerLink (Online service)Material type: TextTextLanguage: English Series: Studies in Fuzziness and Soft Computing: 197Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006Description: XIV, 316 p. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783540315902Subject(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 MathematicsAdditional physical formats: Printed edition:: No titleDDC classification: 519 LOC classification: TA329-348TA640-643Online resources: Click here to access online
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.
In: Springer eBooksSummary: 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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