Title :
A Novel Semantic Web Service Discovery Scheme Using Bipartite Graph
Author :
Khanam, Shirin Akther ; Kyung Hwan Oh ; Woo Sik Seol ; Hee Yong Youn
Author_Institution :
Coll. of Inf. & Commun. Eng., SungKyunKwan Univ., Suwon, South Korea
Abstract :
With the increasing adoption of Web Services and service-oriented computing paradigm, there is a growing need for efficient mechanism for Web Service discovery. The current semantic matchmaking algorithms are mainly based on the comparison of inputs and outputs of the service request and advertised service. Here reducing the service discovery time and increasing the quality of discovery are the key issues. This paper proposes a new semantic Web Service discovery scheme using bipartite graph and improved Hungarian algorithm to achieve the goal. Computer simulation reveals that the proposed scheme substantially reduces the discovery time compared to the existing scheme, while the improvement gets more significant as the size of the system increases. Moreover, the proposed scheme allows higher quality service discovery compared to the UDDI based discovery.
Keywords :
Web services; graph theory; semantic Web; UDDI based discovery; advertised service; bipartite graph; computer simulation; improved Hungarian algorithm; semantic Web service discovery scheme; semantic matchmaking algorithms; service discovery quality; service discovery time; service request; service-oriented computing paradigm; Algorithm design and analysis; Bipartite graph; Impedance matching; Ontologies; Semantic Web; Semantics; Web services; Bipartite graph; Hungarian algorithm; Service discovery; Similarity matrix; Web Service;
Conference_Titel :
High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing (HPCC_EUC), 2013 IEEE 10th International Conference on
Conference_Location :
Zhangjiajie
DOI :
10.1109/HPCC.and.EUC.2013.151