Knowledge Seeker - Ontology Modelling for Information Search and Management: A Compendium - Couverture souple

Livre 5 sur 188: Intelligent Systems Reference Library

Lim, Edward H. Y.; Liu, James N. K.; Lee, Raymond S.T.

 
9783642266911: Knowledge Seeker - Ontology Modelling for Information Search and Management: A Compendium
Couverture souple
ISBN 10 : 3642266916 ISBN 13 : 9783642266911
Editeur : Springer, 2013

Synopsis

The Knowledge Seeker is a useful system to develop various intelligent applications such as ontology-based search engine, ontology-based text classification system, ontological agent system, and semantic web system etc. The Knowledge Seeker contains four different ontological components. First, it defines the knowledge representation model ¡V Ontology Graph. Second, an ontology learning process that based on chi-square statistics is proposed for automatic learning an Ontology Graph from texts for different domains. Third, it defines an ontology generation method that transforms the learning outcome to the Ontology Graph format for machine processing and also can be visualized for human validation. Fourth, it defines different ontological operations (such as similarity measurement and text classification) that can be carried out with the use of generated Ontology Graphs. The final goal of the KnowledgeSeeker system framework is that it can improve the traditional information system with higher efficiency. In particular, it can increase the accuracy of a text classification system, and also enhance the search intelligence in a search engine. This can be done by enhancing the system with machine processable ontology.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

This detailed survey of the ontology modelling application Knowledge Seeker demonstrates how it can improve the efficiency of traditional information systems, increase the accuracy of text classification, and enhance the capabilities of search engines.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2013
Langue
anglais
ISBN 10 
3642266916
ISBN 13 
9783642266911
Reliure
Broché
Nombre de pages
264
Coordonnées du fabricant
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Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9783642179150: Knowledge Seeker Ontology Modelling for Information Search and Management: A Compendium

Edition présentée

ISBN 10 :  3642179150 ISBN 13 :  9783642179150
Editeur : Springer-Verlag Berlin and Heide..., 2011
Couverture rigide