• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2008, Vol. 30 ›› Issue (4): 148-151.

• 论文 • 上一篇    下一篇

Web服务自动语义标注的本体定位方法研究

杨艳萍[1] 谭庆平[2]   

  • 出版日期:2008-04-01 发布日期:2010-05-19

  • Online:2008-04-01 Published:2010-05-19

摘要:

面向服务架构中,分布式网络计算的实现依赖于服务交互问题的有效解决。为此,服务接口必须采用机器可理解的方式描述,从而为服务的动态发现和组合提供底层支持。服务语义标注技术满足了上述需求,它是指通过共享域本体中机器可理解的元数据表示服务元素。本文将服务语义标注过程分解为域标注和概念标注两个阶段,重点针对域标注注问题,并提出了一种基于机器学习的域标注算法,对实际服务的标注实验验证了该算法的有效性

关键词: 语义标注 域本体 Web服务

Abstract:

In service-oriented architectures, the implementation of distributed computing lies on the solution to the problem of service interaction. It is imper ative that service interfaces be described in a machine understandable way, which can provide a semantic foundation for the dynamic discovery and compos   ition of services. The technique of service semantics annotation satisfies this requirement, which refers to annotating service description by using mac hine understandable metadata from the shared domain ontologies. In this paper, an effective approach to automatic semantics annotation of services is presented. The process of service annotation is divided into two phases: ontology annotation phase, and concept annotation phase. We concentrate on the s solution to the problem of ontology annotation, and present a corresponding algorithm based on machine learning. The experiments on the service resource s in the real world show that this algorithm is highly practical.

Key words: semantics annotation, domain ontology, Web Services