Large Scale Integration of Senses for the Semantic Web

Gracia, Jorge and D’Aquin, Mathieu and Mena, E. (2009). Large Scale Integration of Senses for the Semantic Web. In: "18th International World Wide Web Conference (WWW 2009)", April 2009, Madrid, Spain. ISBN 978-1-60558-487-4.

Description

Title: Large Scale Integration of Senses for the Semantic Web
Author/s:
  • Gracia, Jorge
  • D’Aquin, Mathieu
  • Mena, E.
Item Type: Presentation at Congress or Conference (Article)
Event Title: 18th International World Wide Web Conference (WWW 2009)
Event Dates: April 2009
Event Location: Madrid, Spain
Title of Book: Proceedings of the 18th International World Wide Web Conference (WWW 2009)
Date: April 2009
ISBN: 978-1-60558-487-4
Subjects:
Freetext Keywords: oeg, NeOn
Faculty: Facultad de Informática (UPM)
Department: Inteligencia Artificial
UPM's Research Group: Ontology Engineering Group – OEG
Creative Commons Licenses: None

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Abstract

Nowadays, the increasing amount of semantic data available on the Web leads to a new stage in the potential of Semantic Web applications. However, it also introduces new issues due to the heterogeneity of the available semantic resources. One of the most remarkable is redundancy, that is, the excess of dierent semantic descriptions, coming from dierent sources, to describe the same intended meaning. In this paper, we propose a technique to perform a large scale integration of senses (expressed as ontology terms), in order to cluster the most similar ones, when indexing large amounts of online semantic information. It can dramatically reduce the redundancy problem on the current Semantic Web. In order to make this objective feasible, we have studied the adaptability and scalability of our previous work on sense integration, to be translated to the much larger scenario of the Semantic Web. Our evaluation shows a good behaviour of these techniques when used in large scale experiments, then making feasible the proposed approach.

More information

Item ID: 6548
DC Identifier: http://oa.upm.es/6548/
OAI Identifier: oai:oa.upm.es:6548
Deposited by: Dr Oscar Corcho
Deposited on: 29 Mar 2011 07:18
Last Modified: 20 Apr 2016 15:48
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