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Toward an Arabic Ontology for Arabic Word Sense Disambiguation Based on Normalized Dictionaries

  • Nadia Soudani
  • Ibrahim Bounhas
  • Bilel ElAyeb
  • Yahya Slimani
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8842)

Abstract

In this paper, we propose an approach for constructing Arabic Ontology based on normalized dictionaries. This approach mainly consists in transforming non structured Arabic dictionaries into LMF (Lexical Markup Framework) based-normalized ones. We are basically exploiting Arabic dictionaries of Hadith for experimentation. Then, from an Arabic normalized dictionary of Hadith, an ontology will be constructed. It represents hidden knowledge in Hadith texts. It will be next integrated into an information retrieval and navigation system. We will take advantage of it to semantically disambiguate Arabic terms of both the formulated user query and/or the Arabic texts with application on texts of Hadith.

Keywords

Arabic language Arabic Dictionary LMF Arabic Ontology Word Sense Disambiguation Query Reformulation Information Retrieval System 

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References

  1. 1.
    Alrahabi, M.: EXCOM-2: plateforme d’annotation automatique de catégories sémantiques. Applications à la catégorisation des citations en Français et en Arabe. Thèse de doctorat, sous la direction du Prof . Jean Pierre Desclès, Université Paris-Sorbonne (2010) Google Scholar
  2. 2.
    Ben Amar, F.B., Gargouri, B., Ben Hamadou, A.: Towards a generation of domain ontology from LMF standardized dictionaries. In: 22nd International Conference on Software Engineering and Knowledge Engineering (SEKE 2010), Redwood City, San Francisco Bay (2010)Google Scholar
  3. 3.
    Ben Amar, F.B., Gargouri, B., Ben Hamadou, A.: Domain ontology enrichment based on the semantic component of LMF-standardized dictionaries. In: Wang, M. (ed.) KSEM 2013. LNCS, vol. 8041, pp. 404–419. Springer, Heidelberg (2013)CrossRefGoogle Scholar
  4. 4.
    Bounhas, I., Elayeb, B., Evrard, F., Slimani, Y.: Organizing contextual knowledge for arabic text disambiguation and terminology extraction. Knowledge Organization Journal. Ergon Verlag of Würzburg 38(6), 473–490 (2011)Google Scholar
  5. 5.
    Bounhas, I., Elayeb, B., Evrard, F., Slimani, Y.: ArabOnto: Experimenting a new distributional approach for Building Arabic Ontological Resources. International Journal of Metadata, Semantics and Ontologies, IJMSO (2011)Google Scholar
  6. 6.
    Bounhas, I.: Construction et intégration d’ontologies pour la cartographie socio-sémantique de fonds documentaires arabes guidée par la fiabilité de l’information. Thèse de doctorat en informatique, Faculté des Sciences de Tunis, Université de Tunis El Manar, Tunisie (2012)Google Scholar
  7. 7.
    Francopoulo, G. :LMF Lexical Markup Framework. Wiley-ISTE, Etats Unis (2013) Google Scholar
  8. 8.
    Jarrar, M.: Building a Formal Arabic Ontology Methodology and Progress. In: Proceedings of the Experts meeting on Arabic Ontologies and Semantic Networks, Alecso. Arab League, Tunis, Tunisia (2011)Google Scholar
  9. 9.
    Khemakhem, A., Elleuch, I., Gargouri, B., Ben Hamadou, A.: Towards an automatic conversion approach of editorial Arabic dictionaries into LMF-ISO 24613 standardized mode. In: 2nd International Conference on Arabic Language Resources and Tools (MEDAR), Cairo, Egypt (2009)Google Scholar
  10. 10.
    Mhiri, M., Gargouri, F., Benslimane, D.: Détermination automatique des relations sémantiques entre les concepts d’une ontologie. In: Proceedings of INFORSID 2006, pp. 627–642 (2006)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2014

Authors and Affiliations

  • Nadia Soudani
    • 1
    • 2
  • Ibrahim Bounhas
    • 1
    • 3
  • Bilel ElAyeb
    • 4
    • 5
  • Yahya Slimani
    • 1
    • 6
  1. 1.LISI Laboratory of Computer Science for Industrial SystemsINSATTunisia
  2. 2.Faculty of Sciences of Tunis (FST)University of Tunis El ManarTunisia
  3. 3.Higher Institute of Documentation (ISD)University of ManoubaTunisia
  4. 4.RIADI Laboratory, National School of Computer Science (ENSI)Universiy of ManoubaTunisia
  5. 5.Emirates College of TechnologyAbu DhabiÉmirats Arabes Unis
  6. 6.Higher Institute of Multimedia Arts of Manouba (ISAMM)University of ManoubaTunisia

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