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VDM Verlag Domain Ontology Learning from the Web: An Unsupervised, Automatic and Domain Independent Approach

Name: Domain Ontology Learning from the Web: An Unsupervised, Automatic and Domain Independent Approach
Brand: VDM Verlag
Price: 63.0 GBP
Availability: InStock

Computing & Internet

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Description

Revision with unchanged content. In the last years, the Web has become an invaluable source of information for almost every domain of knowledge. This has motivated researchers to considering the Web as a valid repository for Information Retrieval and Knowledge Acquisition. In this sense, Ontology Learning from web resources is a particularly interesting topic as Ontologies are required to achieve interoperability and information understanding in knowledge intensive environments such as the Semantic Web. This book analyzes the ontology construction process from the automatic learning point of view. It presents a novel approach for Ontology Learning, introducing new methods for knowledge acquisition from the Web. The adaptation of several learning techniques to the web corpus and the exploitation of particular characteristics of the Web environment composing an automatic, unsupervised and domain independent approach distinguishes the present proposal from previous works. The discussion, methods and results presented in this work should help researchers interested in taking profit from the information available in the Web and to create a consistent base of ontologies required for the Semantic Web.

Product Specifications

Brand: VDM Verlag
Format: paperback
ASIN: 3639440579
Category: Books > Subjects > Computing & Internet
Domain: Amazon UK
Release Date: 10 July 2012
Listed Since: 12 July 2012

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VDM Verlag Domain Ontology Learning from the Web: An Unsupervised, Automatic and Domain Independent Approach

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VDM Verlag Domain Ontology Learning from the Web: An Unsupervised, Automatic and Domain Independent Approach

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