Upgrading the semantics of the relational model for rich OWL 2 ontology learning

TitreUpgrading the semantics of the relational model for rich OWL 2 ontology learning
Publication TypeJournal Article
Year of Publication2014
AuthorsIdrissi, BE, Baina, S, Baina, K
JournalJournal of Theoretical and Applied Information Technology
Volume68
Pagination138-148
Abstract

This paper is interested in the ontology learning from relational databases (RDB) that exploits already approved semantics about a domain and translates them to application ontology. However, the relational model is recognized to be less expressive and incapable to support some conceptualizations. Without an explicit model of the domain semantics in the relational model, the automatic learning of ontology risks to infer incorrect semantics. In this paper, we give some proof case studies and we propose a model to upgrade the semantics of the relational model, before the ontology learning. The paper presents the constructs of the proposed model and it shows how they are translated to constructs of OWL 2 ontology. © 2005 - 2014 JATIT and LLS. All rights reserved.

URLhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84907749311&partnerID=40&md5=f93c558897cf83811272e803b0d298e7
Revues: 

Partenaires

Localisation

Location map

Suivez-nous sur

  

Contactez-nous

ENSIAS

Avenue Mohammed Ben Abdallah Regragui, Madinat Al Irfane, BP 713, Agdal Rabat, Maroc

Résultat de recherche d'images pour "icone fax" Télécopie : (+212) 5 37 77 72 30

    Compteur de visiteurs:362,250
    Education - This is a contributing Drupal Theme
    Design by WeebPal.