A Method of Top-k Web Service Discovery Using Semantic Rule Characterizing Service Request

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A Method of Top-k Web Service Discovery Using Semantic Rule Characterizing Service Request

更新时间：2025-07-09

- A Method of Top-k Web Service Discovery Using Semantic Rule Characterizing Service Request
- Vol. 44, Issue 2, Pages: 35-38(2010)
- 作者机构：
  
  1. 西安交通大学计算机系统结构与网络研究所,西安,710049
  2. 北京邮电大学网络与交换技术国家重点实验室,北京,100876
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP393
- Online First：10 February 2010，
  
  Published：2010
- 稿件说明：
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A Method of Top-k Web Service Discovery Using Semantic Rule Characterizing Service Request[J]. 2010, 44(2): 35-38.
DOI：

A Method of Top-k Web Service Discovery Using Semantic Rule Characterizing Service Request[J]. 2010, 44(2): 35-38. DOI：

摘要

为了更好地提供满足客户需求的Web服务

在充分研究服务发布描述、服务请求描述等特点的基础上

提出了以语义规则刻画的服务请求描述

并以本体构建了服务发布描述.通过对语义规则添加影响因子

使得服务匹配精度可以通过匹配度来度量

并按照给定的调节系数决定最终匹配是否成功.在OWL-S TC V2测试服务集合中进行了对比实验

结果表明

所提方法可以有效提高查全率和查准率

特别是在最大匹配数为20获得的k分别为2、5、8、10、15的情况下

Top-k查准率比基于描述逻辑包含检测的算法分别提高了15%、15%、9%、8%、2%

比关键字算法分别提高了5%、13%、30%、33%、30%

而查准率稳定在95%以上.

Abstract

In order to better meet customers' demands for the provision of web services

the semantic rules are used as the means to describe the service requests and the OWL-S service description language is used as service advertisement description language. The contribution of the semantic rules to the matchmaking results is reflected and the calculation of matching degree is facilitated by adding an impact factor to the rules in the service request description. An accommodation coefficient is introduced to judge if a given matching degree is enough to have a matchmaking success. Experiments using OWL-S TC V2 testing service set show that the proposed method increases the effective rate of recall and accuracy. Comparisons with the sub-sumption and the keyword matching based method in cases of k setting 2

15 and the maximum possible matching being 20 show that the top-k precision is promoted 15%

15%

2% and 5%

13%

30%

33%

30%

respectively

while the accurate rate remains stable at 95% or more.

关键词

Keywords

references

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