Title
How to Repair Inconsistency in OWL 2 DL Ontology Versions?
Abstract
Semantic modeling knowledge formalisms, such as ontologies, have to follow the continuous evolution and changes of knowledge. However, ontology changes should never affect its consistency. Ontology needs to remain in a consistent state along its whole engineering process. In the literature, most of approaches check/repair ontology inconsistencies in an a posteriori way. In this paper, an a priori inconsistency approach was proposed to generate consistent OWL 2 DL ontology versions. It relies on the OWL 2 DL change kits, which anticipate inconsistencies upon each change request on an ontology version. The proposed approach predicts potential inconsistencies, provides an a priori repair action and applies the required changes. Consistency rules were defined and used to check logical inconsistencies, but also syntactical invalidities and style issues. A protégé plugin was implemented to validate our approach.
Year
DOI
Venue
2018
10.1016/j.datak.2018.05.010
Data & Knowledge Engineering
Keywords
Field
DocType
OWL 2 DL ontology,Evolution,Inconsistency,A priori approach
Ontology (information science),Ontology,Protégé,Information retrieval,Computer science,A priori and a posteriori,Change request,Plug-in,Rotation formalisms in three dimensions,Web Ontology Language
Journal
Volume
Issue
ISSN
116
1
0169-023X
Citations 
PageRank 
References 
1
0.35
16
Authors
3
Name
Order
Citations
PageRank
Leila Bayoudhi151.78
Najla Sassi2265.26
Wassim Jaziri33310.87