Managing uncertainty and vagueness in description logics for the Semantic Web

被引：245
|
作者：
Lukasiewicz, Thomas [2 ]
Straccia, Umberto [1 ]
机构：
[1] ISTI CNR, I-56124 Pisa, Italy
[2] Univ Oxford, Comp Lab, Oxford OX1 3QD, England
来源：
JOURNAL OF WEB SEMANTICS | 2008年 / 6卷 / 04期
关键词：
Description logics; Web ontology languages; Ontologies; Probabilistic uncertainty; Possibilistic uncertainty; Vagueness; Imprecision; Semantic Web;
D O I：
10.1016/j.websem.2008.04.001
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Ontologies play a crucial role in the development of the Semantic Web as a means for de. ning shared terms in web resources. They are formulated in web ontology languages, which are based on expressive description logics. Significant research efforts in the semantic web community are recently directed towards representing and reasoning with uncertainty and vagueness in ontologies for the Semantic Web. In this paper, we give an overview of approaches in this context to managing probabilistic uncertainty, possibilistic uncertainty, and vagueness in expressive description logics for the Semantic Web. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码：291 / 308
页数：18
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