Characterizing Non-Defeated Repairs in Inconsistent Lightweight Ontologies

被引:5
作者
Benferhat, Salem [1 ]
Bouraoui, Zied [2 ]
Chadhry, Huma [3 ]
Fc, Mohd Shafry Bin Mohd Rahim [3 ]
Tabia, Karim [1 ]
Telli, Abdelmoutia [1 ]
机构
[1] Artois Univ Nord France, CNRS, CRIL, UMR 8188, Arras, France
[2] Cardiff Univ, Comp Sci & Informat, Cardiff, S Glam, Wales
[3] Technol Malaysiay, Johor Baharu 81310, Johor, Malaysia
来源
2016 12TH INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET-BASED SYSTEMS (SITIS) | 2016年
基金
欧盟地平线“2020”;
关键词
Inconsistency handling; Prioritized knowledge bases; Lightweight ontologies;
D O I
10.1109/SITIS.2016.53
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In many applications, such as video processing, data are often provided by several and potentially conflicting sources having different reliability levels. This paper deals with the problem of handling inconsistency in lightweight ontologies when the set of assertions (facts) is prioritized. We propose a safe and efficient way to restore consistency using the concept of free assertions; assertions that are not involved in conflicts. Our approach allows the selection of one consistent assertional base, called a preferred repair. The last part of the paper contains an illustrative example using video data.
引用
收藏
页码:282 / 287
页数:6
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