A comparative evaluation of semantic web service discovery approaches
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Semantics-based discovery, selection and mediation for presentation-oriented mashups
Proceedings of the 5th International Workshop on Web APIs and Service Mashups
SAWSDL-iMatcher: A customizable and effective Semantic Web Service matchmaker
Web Semantics: Science, Services and Agents on the World Wide Web
Biologically-inspired clustering of semantic Web services. Birds or ants intelligence?
Concurrency and Computation: Practice & Experience
An ontology-based mechanism for automatic categorization of web services
Concurrency and Computation: Practice & Experience
Improving semantic web services discovery using SPARQL-based repository filtering
Web Semantics: Science, Services and Agents on the World Wide Web
Adaptive Hybrid Semantic Selection of SAWSDL Services with SAWSDL-MX2
International Journal on Semantic Web & Information Systems
Proceedings of International Conference on Information Integration and Web-based Applications & Services
Semantic Web service discovery: state-of-the-art and research challenges
Personal and Ubiquitous Computing
Learning web-service task descriptions from traces
Web Intelligence and Agent Systems
| Hi-index | 0.00 |
In this paper, we present SAWSDL-MX2, a hybrid semantic Web service matchmaker for SAWSDL services. Building on our initial work in \cite{Klu_Kap_08}, we adopt logic-based as well astext similarity service selection for model references and add a structural approach from \cite{Zin_Rup_Fis_06}, which operates on the pure syntactic description of WSDL elements. The integration of these matching variants is accomplished using a Support Vector Machine (SVM) with non-linear kernel, thus automatically adapting an aggregation function based on previously experienced training data. Results of our performance evaluation based on the standard measures recall and precision over the SAWSDL-TC1 test collection as well as an exhaustive example for all basic matching variants are also given.