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Information Processing and Management: an International Journal
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Sublanguage terms: dictionaries, usage, and automatic classification
Journal of the American Society for Information Science
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Information storage and retrieval
An algorithm for suffix stripping
Readings in information retrieval
Estimating software costs
A comparison of collocation-based similarity measures in query expansion
Information Processing and Management: an International Journal
A vector space model for automatic indexing
Communications of the ACM
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Computer
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IEEE Transactions on Software Engineering
Bringing Semantics to Web Services
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JAsCo: an aspect-oriented approach tailored for component based software development
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A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
A model for web services discovery with QoS
ACM SIGecom Exchanges
Ontological Engineering
Autonomous Semantic Web Services
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Effect of term distributions on centroid-based text categorization
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Informatics and computer science intelligent systems applications
Learning ontologies from natural language texts
International Journal of Human-Computer Studies
A Peer-to-Peer Approach to Web Service Discovery
World Wide Web
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IEEE Internet Computing
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Service-Oriented Architecture: Concepts, Technology, and Design
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TF-ICF: A New Term Weighting Scheme for Clustering Dynamic Data Streams
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Distributed and Parallel Databases
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Information Sciences: an International Journal
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An approach to adapt service requests to actual service interfaces
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IEEE Internet Computing
Effects of dependency injection on maintainability
SEA '07 Proceedings of the 11th IASTED International Conference on Software Engineering and Applications
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
Strategy-based design of reusable business components
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
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Information Sciences: an International Journal
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Service-oriented computing has been widely recognized as a revolutionary paradigm for software development. Despite the important benefits this paradigm provides, current approaches for service-enabling applications still lead to high costs for outsourcing services with regard to two phases of the software life cycle. During the implementation phase, developers have to invest much effort into manually discovering services and then providing code to invoke them. Mostly, the outcome of the second task is software containing service-aware code, therefore it is more difficult to modify and to test during the maintenance phase. This paper describes EasySOC, an approach that aims to decrease the costs of creating and maintaining service-oriented applications. EasySOC combines text mining, machine learning, and best practices from component-based software development to allow developers to quickly discover and non-invasively invoke services. We evaluated the performance of the EasySOC discovery mechanism using 391 services. In addition, through a case study, we conducted a comparative analysis of the software technical quality achieved by employing EasySOC versus not using it.