WordNet: a lexical database for English
Communications of the ACM
Fast and effective text mining using linear-time document clustering
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Document clustering using word clusters via the information bottleneck method
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Semantic Matching of Web Services Capabilities
ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
Semantic web enabled composition of web services
Semantic web enabled composition of web services
Automated composition of e-services: lookaheads
Proceedings of the 2nd international conference on Service oriented computing
Hierarchical Clustering Algorithms for Document Datasets
Data Mining and Knowledge Discovery
Semantic Web Service Composition in IRS-III: The Structured Approach
CEC '05 Proceedings of the Seventh IEEE International Conference on E-Commerce Technology
Automated semantic web service discovery with OWLS-MX
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
SAWSDL: Semantic Annotations for WSDL and XML Schema
IEEE Internet Computing
WSMO-Lite: Lowering the Semantic Web Services Barrier with Modular and Light-Weight Annotations
ICSC '08 Proceedings of the 2008 IEEE International Conference on Semantic Computing
Web service clustering using text mining techniques
International Journal of Agent-Oriented Software Engineering
Proceedings of the 2007 conference on Ontology and the Semantic Web
The creation and evaluation of iSPARQL strategies for matchmaking
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Clustering WSDL Documents to Bootstrap the Discovery of Web Services
ICWS '10 Proceedings of the 2010 IEEE International Conference on Web Services
iSeM: approximated reasoning for adaptive hybrid selection of semantic services
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Bringing semantics to web services: the OWL-S approach
SWSWPC'04 Proceedings of the First international conference on Semantic Web Services and Web Process Composition
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This paper presents an efficient web service discovery approach using hierarchical agglomerative clustering (HAC). Services in a repository are clustered based on a dissimilarity measure from attached matchmaker. Service discovery is then performed over the resulting dendrogram (binary tree), which has time complexity of O(log n). In comparison with conventional approaches that mostly perform exhaustive search, service-clustering method brings a dramatic improvement on time complexity with an acceptable loss in precision.