Title : 
Formalizing object membership in fuzzy ontology with property importance and property priority
         
        
            Author : 
Cai, Yi ; Leung, Ho-fung
         
        
            Author_Institution : 
Sch. of Software Eng., South China Univ. of Technol., Guangzhou, China
         
        
        
        
        
        
            Abstract : 
In this paper, we formalize the object membership in fuzzy ontology with property importance and property priority, while previous models lack building blocks to handle the importance and priority of properties. A formal mechanism used to measure object memberships in concepts is proposed. Such a mechanism can measure object memberships in concepts defined by properties with importance or priority well. We show that our model is more reasonable in measuring object memberships in concepts than previous models by examples and experiments.
         
        
            Keywords : 
fuzzy set theory; ontologies (artificial intelligence); fuzzy ontology; object membership; property importance; property priority; Equations; Fuzzy set theory; Mathematical model; Mechanical factors; Medals; Ontologies; Strontium; Fuzzy ontology; Property importance; Property priority;
         
        
        
        
            Conference_Titel : 
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
         
        
            Conference_Location : 
Taipei
         
        
        
            Print_ISBN : 
978-1-4244-7315-1
         
        
            Electronic_ISBN : 
1098-7584
         
        
        
            DOI : 
10.1109/FUZZY.2011.6007511