DocumentCode :
3123864
Title :
Design and implementation of semantic Web service clustering algorithm
Author :
Fa-Gui Liu ; Chenyi Peng ; Yuedong Lin
Author_Institution :
Higher Educ. Mega Center, South China Univ. of Technol., Guangzhou, China
Volume :
04
fYear :
2013
fDate :
14-17 July 2013
Firstpage :
1747
Lastpage :
1751
Abstract :
With the development of semantic Web service, the service registry has expanded constantly to cater for new demands. How to improve the efficiency of service discovery is treated as one of the top priorities to be solved. Semantic Web service clustering can organizes and manages the service registry to narrow the scope of service search. This paper has proposed a framework of semantic Web service clustering, designed and implemented an algorithm of semantic Web service clustering by using the Single-Linkage Thinking. This algorithm clusters the services of service registry in order to narrow the scope of service search and improve the efficiency of service discovery. Experimental results show that the clustering framework and algorithm in this paper is efficient, accurate and easy to implement.
Keywords :
Web services; information retrieval; pattern clustering; semantic Web; semantic Web service clustering algorithm; service discovery; service registry; service search; single-linkage thinking; Abstracts; Algorithm design and analysis; Clustering algorithms; OWL; Semantics; Silicon; Semantic Web service; Semantic Web service clustering; The Single-Linkage Thinking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
Conference_Location :
Tianjin
Type :
conf
DOI :
10.1109/ICMLC.2013.6890880
Filename :
6890880
Link To Document :
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