Title :
WSSM: A WordNet-Based Web Services Similarity Mining Mechanism
Author :
Qu, Xianyang ; Sun, Hailong ; Li, Xiang ; Liu, Xudong ; Lin, Wei
Author_Institution :
Sch. of Comput. Sci. & Eng., Beihang Univ., Beijing, China
Abstract :
One of the challenging issues in web service research is to efficiently find appropriate services from large volumes of existing services. In this paper, we propose a WordNet-based Web service similarity mining mechanism called WSSM to address this issue. WSSM can effectively cluster services into different categories so as to reduce the searching space. As a result, it improves service discovery efficiency greatly. Finally, based on the Web services collected from online service repositories, we conduct extensive experiments to study the performance of our implementation.
Keywords :
Web services; data mining; WordNet based Web services; online service repository; service discovery; similarity mining mechanism; Decision support systems; Helium; Virtual reality; Web services; data mining; service discovery; similarity; web service;
Conference_Titel :
Future Computing, Service Computation, Cognitive, Adaptive, Content, Patterns, 2009. COMPUTATIONWORLD '09. Computation World:
Conference_Location :
Athens
Print_ISBN :
978-1-4244-5166-1
Electronic_ISBN :
978-0-7695-3862-4
DOI :
10.1109/ComputationWorld.2009.96
