Information storage and retrieval
Information storage and retrieval
An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
A vector space model for automatic indexing
Communications of the ACM
Information Retrieval
Modern Information Retrieval
New trends in e-Business: from B2B to web services
New Generation Computing - Partial evaluation and program transformation
Document Ranking and the Vector-Space Model
IEEE Software
Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval
ECML '98 Proceedings of the 10th European Conference on Machine Learning
PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Ontological Engineering
Learning to match ontologies on the Semantic Web
The VLDB Journal — The International Journal on Very Large Data Bases
Learning ontologies from natural language texts
International Journal of Human-Computer Studies
Meteor-s web service annotation framework
Proceedings of the 13th international conference on World Wide Web
The Grid 2: Blueprint for a New Computing Infrastructure
The Grid 2: Blueprint for a New Computing Infrastructure
An Ontological Approach for Recovering Legacy Business Content
HICSS '05 Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences - Volume 08
WEESA: Web engineering for semantic Web applications
WWW '05 Proceedings of the 14th international conference on World Wide Web
A Semantic Web Services Architecture
IEEE Internet Computing
An Efficient Ontology Comparison Tool for Semantic Web Applications
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
Rethinking the Semantic Web, Part 1
IEEE Internet Computing
Web Service Annotation Using Ontology Mapping
SOSE '05 Proceedings of the IEEE International Workshop
Rethinking the Semantic Web, Part 2
IEEE Internet Computing
Semantic Web and Semantic Web Services: Father and Son or Indivisible Twins?
IEEE Internet Computing
Ontology Alignment: Bridging the Semantic Gap (Semantic Web and Beyond)
Ontology Alignment: Bridging the Semantic Gap (Semantic Web and Beyond)
RDFS(FA): Connecting RDF(S) and OWL DL
IEEE Transactions on Knowledge and Data Engineering
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
A framework for deriving semantic web services
Information Systems Frontiers
An algorithm based on counterfactuals for concept learning in the Semantic Web
Applied Intelligence
Towards semantically enhanced Web service repositories
Web Semantics: Science, Services and Agents on the World Wide Web
Bringing Semantics to Web Services with OWL-S
World Wide Web
Similarity search for web services
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Automatic annotation of Web services based on workflow definitions
ACM Transactions on the Web (TWEB)
Easy web service discovery: A query-by-example approach
Science of Computer Programming
Query by example for web services
Proceedings of the 2008 ACM symposium on Applied computing
Taming Web Services from the Wild
IEEE Internet Computing
Automatically labeling the inputs and outputs of web services
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Learning domain ontologies for semantic Web service descriptions
Web Semantics: Science, Services and Agents on the World Wide Web
Contemporary web service discovery mechanisms
Journal of Web Engineering
Supporting ontology-based semantic matching of web services in movilog
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
METEOR-S web service annotation framework with machine learning classification
SWSWPC'04 Proceedings of the First international conference on Semantic Web Services and Web Process Composition
A programming model for the semantic web
ADNTIIC'11 Proceedings of the Second international conference on Advances in New Technologies, Interactive Interfaces and Communicability
Anti-pattern free code-first web services for state-of-the-art Java WSDL generation tools
International Journal of Web and Grid Services
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Semantic Web Services represent the basic blocks for building a network of distributed and heterogeneous applications, without human intervention. Despite the high level of automatism that can be achieved with Semantic Web Services technology, this is not broadly adopted. One factor that hinders the widespread usage of this technology is the effort required to annotate semantically ordinary services. This paper presents AWSA (Automatic Web Service Annotator), an approach for easing the conversion of Web Services into Semantic Web enabled services. The main idea behind AWSA is to annotate Web Services with concepts defined by existing ontologies, which have been used for annotating similar services in the past. This approach combines text preprocessing, document classification and ontology alignment techniques to extract valuable information conveyed in standard service descriptions, reduce the search space and find proper concepts for the service being annotated, respectively. Experimental evaluations show the feasibility of the proposed approach.