Uncertainty reasoning for the Semantic Web based on Dempster-Shafer model

被引:0
作者
Karanikola, Loukia [1 ]
Karali, Isambo [1 ]
McClean, Sally [2 ]
机构
[1] Univ Athens, Dept Informat & Telecommun, Ilissia Univ Campus, GR-10679 Athens, Greece
[2] Univ Ulster, Sch Comp & Informat Engn, Coleraine, Londonderry, North Ireland
来源
2013 FOURTH INTERNATIONAL CONFERENCE ON INFORMATION, INTELLIGENCE, SYSTEMS AND APPLICATIONS (IISA 2013) | 2013年
关键词
semantic web; uncertainty; vagueness; ontology; reasoning; rules; Dempster Shafer theory;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Semantic Web vision introduces the concept of machine-oriented web information. This information is characterized by the notions of uncertainty and vagueness. Towards this notions, an ontology model for representing uncertain or vague information, as well as an inference method for reasoning about this kind of information is necessary. Our approach faces the aforementioned issues, i.e. the imperfect ontology model and the reasoning approach. In order to show how our method performs, an implementation is outlined.
引用
收藏
页码:147 / 150
页数:4
相关论文
共 19 条
[1]  
Antoniou G., 2008, SEMANTIC WEB PRIMER
[2]  
Baader F, 2008, FOUND ARTIF INTELL, P135, DOI 10.1016/S1574-6526(07)03003-9
[3]  
Costa P.C. G., 2003, PR-OWL: A Bayesian Ontology Language for the Semantic Web"
[4]  
Da Costa P, 2005, THESIS
[5]  
Halpern Joseph Y., 2005, Reasoning About Uncertainty
[6]  
Horrocks I, 2005, LECT NOTES COMPUT SC, V3709, P5, DOI 10.1007/11564751_2
[7]  
Karanikola L., 2009, ART INT APPL AIA 200, P42
[8]  
Lee Tim Berners., 2000, Weaving the Web: The Original Design and Ultimate Destiny of the World Wide Web, V1
[9]  
Lukasiewicz T., 2000, TECH REP
[10]  
Lukasiewicz T., 2007, AAAI 07