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Revision of prioritized EL ontologies.

Authors :
Mohamed, Rim
Loukil, Zied
Gargouri, Faiez
Bouraoui, Zied
Source :
Applied Intelligence; Dec2023, Vol. 53 Issue 24, p30359-30383, 25p
Publication Year :
2023

Abstract

In this paper, we investigated the evolution of prioritized E L ontologies in the presence of new information that can be certain or uncertain. We propose an extension of E L description logic, named E L ⊥ + , within possibility theory to encode such knowledge. This extension provides a natural way to deal with the ordinal scale and represent knowledge in a way that can handle incomplete information and conflicting data. We provided a polynomial algorithm for computing the possibilistic entailment. Then, we defined the evolution process at the semantic and syntactic levels. Interestingly enough, we show that the syntactical algorithm is done in polynomial time. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0924669X
Volume :
53
Issue :
24
Database :
Complementary Index
Journal :
Applied Intelligence
Publication Type :
Academic Journal
Accession number :
174495927
Full Text :
https://doi.org/10.1007/s10489-023-05074-6