基于模糊聚类的制造云服务语义自动标注技术  

Manufacturing Cloud Service Semantic Annotation Technology Based on Fuzzy Clustering

作　　者：刘坤[1] 钟佩思[1] 张榛楠[1] 梁中源 孙钰雁 

机构地区：[1]山东科技大学先进制造技术中心

出　　处：《组合机床与自动化加工技术》2015年第1期79-83,共5页Modular Machine Tool & Automatic Manufacturing Technique

基　　金：山东省自然科学基金资助项目(ZR2011EEM014)

摘　　要：制造云服务语义自动标注技术是基于语义的制造云服务组合中涉及的关键技术之一。采用Web服务语义自动标注作为制造云服务语义描述的实现技术,针对制造云服务语义自动标注的本体域定位问题,提出了基于模糊聚类思想的制造云服务本体域定位算法FCDST-DOD,有效地解决了制造云服务本体域定位问题,实现制造云服务的语义自动描述,提高了Web服务语义自动标注的效率和质量。The manufacturing cloud service automatic semantic annotation technology is one of the key tech-nologies involved in manufacturing cloud service composition based on semantic. The research report uses the Web service automatic semantic annotation as the implementation technology of manufacturing cloud service semantic description, and around the ontology domain location problem of manufacturing cloud service automatic semantic annotation, presents the ontology domain location algorithm called FCDST-DOD for manufacturing cloud service based on the machine learning theory. It solves the problem of manufacturing cloud service ontology domain location effectively, achieves the automatic semantic description of the manufacturing cloud service and improves the efficiency and quality of Web service automatic semantic annotation.

关 键 词：制造云服务 语义自动标注 模糊聚类 FCDST—DOD 

分 类 号：TH162[机械工程—机械制造及自动化] TG659[金属学及工艺—金属切削加工及机床]