DocumentCode :
3697168
Title :
Simplified Approach for Representing Part-Whole Relations in OWL-DL Ontologies
Author :
A. Aziz Altowayan;Lixin Tao
Author_Institution :
Sch. of Comput. Sci. &
fYear :
2015
Firstpage :
1399
Lastpage :
1405
Abstract :
The correct representation of hierarchy in ontologies is a crucial requirement to infer the true knowledge. OWL is a widely used language for building web ontologies. However to represent partonomic relations, unlike the generalization-based taxonomy (is-a relations), OWL does not provide any built-in primitives neither a straight-forward procedure for part-whole relations [1]. However, although, OWL-DL contains sufficient power to describe such relations, it still requires extra work to make full use of this power. The current approach (best practices recommended by w3.org) uses that power through manual implementations of the underlying steps, which could introduce an error-prone process and may cause confusion in some cases. In this paper, we propose a simplified approach to represent part-whole relations in a similar way to subClassOf. Our method utilizes OWL-DL´s power through automated generation of the relation´s restrictions. We make use of OWL´s annotation properties to capture the relations constraints, then apply our method to automatically generate the equivalent OWL-DL representations. The evaluation of our representation shows that the classification results and the inferred model (safe reasoning) are the same as those of the current standard approach described in [1].
Keywords :
"Cognition","Ontologies","OWL","Complexity theory","Semantics","Taxonomy"
Publisher :
ieee
Conference_Titel :
High Performance Computing and Communications (HPCC), 2015 IEEE 7th International Symposium on Cyberspace Safety and Security (CSS), 2015 IEEE 12th International Conferen on Embedded Software and Systems (ICESS), 2015 IEEE 17th International Conference on
Type :
conf
DOI :
10.1109/HPCC-CSS-ICESS.2015.147
Filename :
7336364
Link To Document :
بازگشت