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