IEEE Transactions on Pattern Analysis and Machine Intelligence
Towards a standard upper ontology
Proceedings of the international conference on Formal Ontology in Information Systems - Volume 2001
An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Semantic Matching of Web Services Capabilities
ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
Automatic acquisition of hyponyms from large text corpora
COLING '92 Proceedings of the 14th conference on Computational linguistics - Volume 2
Learning domain ontologies for Web service descriptions: an experiment in bioinformatics
WWW '05 Proceedings of the 14th international conference on World Wide Web
A Multilevel Composability Model for Semantic Web Services
IEEE Transactions on Knowledge and Data Engineering
The Rise of Web Service Ecosystems
IT Professional
Ontology Matching
Learning ontologies to improve the quality of automatic web service matching
Proceedings of the 16th international conference on World Wide Web
SAWSDL: Semantic Annotations for WSDL and XML Schema
IEEE Internet Computing
XBenchMatch: a benchmark for XML schema matching tools
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Complex Network Analysis on TCMLS Sub-Ontologies
SKG '07 Proceedings of the Third International Conference on Semantics, Knowledge and Grid
The scale-free nature of semantic web ontology
Proceedings of the 17th international conference on World Wide Web
Different Approaches to Semantic Web Service Composition
ICIW '08 Proceedings of the 2008 Third International Conference on Internet and Web Applications and Services
Effective Web Service Composition in Diverse and Large-Scale Service Networks
IEEE Transactions on Services Computing
Term Dependence on the Semantic Web
ISWC '08 Proceedings of the 7th International Conference on The Semantic Web
Large-Scale Network Decomposition and Mathematical Programming Based Web Service Composition
CEC '09 Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing
Graph Theoretic Topological Analysis of Web Service Networks
World Wide Web
Cost-Effective Semantic Annotation of XML Schemas and Web Service Interfaces
SCC '09 Proceedings of the 2009 IEEE International Conference on Services Computing
Social Network Services as Data Sources and Platforms for e-Researching Social Networks
Social Science Computer Review
Power-Law Distributions in Empirical Data
SIAM Review
Redundancy detection in service-oriented systems
Proceedings of the 19th international conference on World wide web
Review of Semantic Web Service Discovery Methods
SERVICES '10 Proceedings of the 2010 6th World Congress on Services
Finding the achilles heel of the web of data: using network analysis for link-recommendation
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
Web Semantics: Science, Services and Agents on the World Wide Web
Ontology learning for cost-effective large-scale semantic annotation of web service interfaces
EKAW'10 Proceedings of the 17th international conference on Knowledge engineering and management by the masses
Measures for benchmarking semantic web service matchmaking correctness
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Bootstrapping domain ontology for semantic web services from source web sites
TES'05 Proceedings of the 6th international conference on Technologies for E-Services
Assessing linked data mappings using network measures
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Semantic annotation: what about quality?
Proceedings of the fifth workshop on Exploiting semantic annotations in information retrieval
Ontology Matching: State of the Art and Future Challenges
IEEE Transactions on Knowledge and Data Engineering
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In the past years various methods have been developed which require semantic annotations of Web services as an input. Such methods typically leverage discovery, match-making, composition and execution of Web services in dynamic settings. At the same time a number of automated Web service annotation approaches have been proposed for enabling application of these methods in settings where it is not feasible to provide the annotations manually. However, lack of effective automated evaluation frameworks has seriously limited proper assessment of the constructed annotations in settings where the overall annotation quality of large quantities of Web services needs to be evaluated. This paper describes an evaluation framework for measuring the quality of semantic annotations for a large number of real-world Web services from heterogeneous application domains. The evaluation framework is generally based on analyzing properties of Web service networks constructed from semantic annotations of the Web services. More specifically, we measure scale-free, small-world and correlation degree properties of the networks to evaluate the overall quality of annotations. The evaluation is demonstrated using annotations constructed semi-automatically for a set of publicly available WSDL documents containing descriptions of about 200 000 Web service operations.