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Survey on Ontology learning from Web and open issues

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Third International Symposium on Innovation and Information and Communication Technology (ISIICT 2009) (ISIICT)

Innovation and Information and Communication Technology (ISIICT 2009)

15 - 17 December 2009

Semantic Web, Ontology, Ontology learning, semantic search

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      Abstract

      With the continual increase of the volume of available information on the Web, information access and knowledge management become challenging. Thus, adding a semantic dimension to the Web, by the deployment of ontologies, contributes to solve many problems. In the context of the semantic Web, ontologies improve the exploitation of Web resources by adding a consensual field of knowledge. The need for using domain ontology for information retrieval (IR) has been explored by some approaches to better answer users’ queries. However, ontology in IR system requires a regular updating, especially the addition of new concepts and relationships. In fact, IR systems are generally based on few number of domain ontology that cannot be extended. This paper proposes a survey of main several approaches of ontology learning from Web. In a previous work, we have proposed an incremental approach for ontology learning using an ontological representation called “Metaontology”. In this paper, we describe a how the processes of semantic search and ontology learning from texts can collaborate for learning of multilayer ontology warehouse.

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      Affiliations
      [1 ]Laboratory RIADI-GDL, National School of Computer Sciences, University of Manouba, 2010 la

      Manouba, Tunisia
      [2 ]Mas Laboratory, SAP BusinessObjects Academic Chair, Ecole Centrale Paris, Grande Voie des

      Mas Laboratory, SAP BusinessObjects Academic Chair, Ecole Centrale Paris, Grande Voie des
      Contributors
      Conference
      December 2009
      December 2009
      : 3-13
      10.14236/ewic/ISIICT2009.1
      © Nesrine Ben Mustapha et al. Published by BCS Learning and Development Ltd. Third International Symposium on Innovation and Information and Communication Technology (ISIICT 2009), Philadelphia University, Amman, Jordan

      This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

      Third International Symposium on Innovation and Information and Communication Technology (ISIICT 2009)
      ISIICT
      3
      Philadelphia University, Amman, Jordan
      15 - 17 December 2009
      Electronic Workshops in Computing (eWiC)
      Innovation and Information and Communication Technology (ISIICT 2009)
      Product
      Product Information: 1477-9358 BCS Learning & Development
      Self URI (journal page): https://ewic.bcs.org/
      Categories
      Electronic Workshops in Computing

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