Fuzzy Knowledge Representation for Fuzzy Systems Based on Ontology and RDF on the Semantic Web

摘要：

Ontology is adopted as a standard for knowledge representation on the Semantic Web,and Resource Description Framework (RDF)is used to add structure and meaning to Web applications.In order to incorporate fuzzy systems into the Semantic Web,this paper utilizes fuzzy ontology to represent formally the fuzzy linguistic variables,considering the semantic relationships between fuzzy concepts.Then fuzzy rule is described as a RDF resource with properties:IF and THEN ,and ruleantecedent and consequent is represented in RDF statement. Taking the fuzzy control system of industrial washing machine for example,the fuzzy system with ontology and RDF is built,which shows that this research enables distributed fuzzy applications on the Semantic Web.

作者: Jun Zhai Wei Liu Yiduo Liang Jiatao Jiang

作者单位: School of Economics and Management Dalian Maritime University Dalian 116026,China

会议类型: 国际会议

会议名称: 2008 IEEE International Conference on Onformation and Automation(IEEE 信息与自动化国际会议)

会议地点: 张家界

会议语种:英文

页码: 1101-1105

在线出版日期: 2008-06-20（万方平台首次上网日期，不代表论文的发表时间）