A training algorithm for optimal margin classifiers
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Using statistical testing in the evaluation of retrieval experiments
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
The description logic handbook: theory, implementation, and applications
The description logic handbook: theory, implementation, and applications
Automated semantic web service discovery with OWLS-MX
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
WSMO-MX: A Logic Programming Based Hybrid Service Matchmaker
ECOWS '06 Proceedings of the European Conference on Web Services
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
Combining SAWSDL, OWL-DL and UDDI for semantically enhanced web service discovery
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Adaptive matchmaking for RESTful services based on hRESTS and MicroWSMO
Proceedings of the 5th International Workshop on Enhanced Web Service Technologies
SAWSDL-iMatcher: A customizable and effective Semantic Web Service matchmaker
Web Semantics: Science, Services and Agents on the World Wide Web
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
COV4SWS.KOM: information quality-aware matchmaking for semantic services
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
The iSeM matchmaker: A flexible approach for adaptive hybrid semantic service selection
Web Semantics: Science, Services and Agents on the World Wide Web
Adaptive signature-based semantic selection of services with OWLS-MX3
Multiagent and Grid Systems - Development of service-based and agent-based computing systems
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In this paper, we present an adaptive, hybrid semantic matchmaker for SAWSDL services, called SAWSDL-MX2. It determines three kinds of semantic service similarity with a given service request, that are logic-based, text-based and structural similarity. In particular, the degree of structural service similarity is computed by the WSDL-Analyzer tool [12] by means of XMLS tree edit distance measurement, string-based and lexical comparison of the respective XML-based WSDL services. SAWSDL-MX2 then learns the optimal aggregation of these different matching degrees over a subset of a test collection SAWSDL-TC1 based on a binary support vector machine-based classifier. Finally, we compare the retrieval performance of SAWSDL-MX2 with a non-adaptive matchmaker variant SAWSDL-MX1 [1] and the straight forward combination of its logic-based only variant SAWSDL-M0 with WSDL-Analyzer.