CreaDO – A Methodology to Create Domain Ontologies using Parameter-based Ontology Merging Techniques

Pariente Juárez, S. and Estrada Esquivel, H. and Martínez Rebollar, A. and Suárez-Figueroa, Mari Carmen (2011). CreaDO – A Methodology to Create Domain Ontologies using Parameter-based Ontology Merging Techniques. In: "10th Mexican International Conference on Artificial Intelligence", November 26-December 04 2011, Puebla, Mexico. ISBN 978-0-7695-4605-6.

Description

Title: CreaDO – A Methodology to Create Domain Ontologies using Parameter-based Ontology Merging Techniques
Author/s:
  • Pariente Juárez, S.
  • Estrada Esquivel, H.
  • Martínez Rebollar, A.
  • Suárez-Figueroa, Mari Carmen
Item Type: Presentation at Congress or Conference (Article)
Event Title: 10th Mexican International Conference on Artificial Intelligence
Event Dates: November 26-December 04 2011
Event Location: Puebla, Mexico
Title of Book: Proceedings 10th Mexican International Conference on Artificial Intelligence
Date: December 2011
ISBN: 978-0-7695-4605-6
Subjects:
Freetext Keywords: oeg, PROMEP
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, ontologies have become a key mechanism to represent the knowledge of a specific domain. Domain ontologies can be used for different purposes, one of them is the development of semantic search engines that obtain precise results by considering the meaning of the Web content. The construction of these ontologies usually requires a large amount of effort and time to be completed. One way of reducing such effort and time is using the reuse approach. When ontologies overlap, alignment techniques to merge such ontologies can be applied. However, the result of the ontology merging activity can be a very large ontology, difficult to understand and use. To overcome this problem, this paper describes a methodology, called CreaDO, to semi-automatically create domain ontologies. CreaDO focuses on performing a parameter-based ontology merge that allows the creation of a domain ontology only with relevant information for the ontology purpose.

More information

Item ID: 10296
DC Identifier: http://oa.upm.es/10296/
OAI Identifier: oai:oa.upm.es:10296
Deposited by: Dr Oscar Corcho
Deposited on: 13 Feb 2012 10:57
Last Modified: 20 Apr 2016 18:31
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