Web Service Matchmaking Using a Hybrid of Signature and Specification Matching Methods

被引:1
|
作者
Abidi, Syed Sibte Raza [1 ]
Daniyal, Ali [1 ]
Mehdi, Syed Farrukh [1 ]
机构
[1] Dalhousie Univ, Fac Comp Sci, NICHE Res Grp, Halifax, NS, Canada
关键词
Web Service Matchmaking; Signature Matching; Specification Matching; OWL-S;
D O I
10.1109/WI-IAT.2014.107
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Web services are independent software systems designed to offer machine-to-machine interactions over the WWW to achieve well-described operations. Web Service Matchmaking is a process of searching (or discovering) for a web service within a service registry (such as UDDI) to discover a web service that satisfies certain functional requirements as requested by a service consumer. In this paper, we present a hybrid web service matchmaker that analyzes both the signature and specification of a web service. For signature level service matching, we have developed two techniques: (i) logical similarity measures applied to the services' input/output concepts; and (b) non-logical matching based on a Structure Preserving Semantic Matching algorithm. For specification matching, we have introduced a short sentence matching approach applied to a services' description. We evaluated the performance of the matchmaker using the OWLS-TC dataset, and furthermore compared its performance with the similar hybrid matchmaker. Our results indicate a significant improvement in recall and slight improvement in precision.
引用
收藏
页码:266 / 273
页数:8
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