Semantic web service composition using semantic similarity measures and formal concept analysis
| Autor: | Ahmed Abid, Nizar Messai, Mohsen Rouached |
|---|---|
| Přispěvatelé: | Bases de données et traitement des langues naturelles (BDTLN), Laboratoire d'Informatique Fondamentale et Appliquée de Tours (LIFAT), Université de Tours (UT)-Institut National des Sciences Appliquées - Centre Val de Loire (INSA CVL), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Université de Tours (UT)-Institut National des Sciences Appliquées - Centre Val de Loire (INSA CVL), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS), Département de Génie Électrique de Sfax [ENIS] (CEM Lab - ENIS), École Nationale d'Ingénieurs de Sfax | National School of Engineers of Sfax (ENIS), University of Bahrain |
| Rok vydání: | 2019 |
| Předmět: |
[INFO.INFO-SC]Computer Science [cs]/Symbolic Computation [cs.SC]
Information retrieval Computer Networks and Communications Process (engineering) computer.internet_protocol Computer science [INFO.INFO-WB]Computer Science [cs]/Web 020207 software engineering 02 engineering and technology Service-oriented architecture computer.software_genre Identification (information) Semantic similarity Hardware and Architecture Similarity (psychology) 0202 electrical engineering electronic engineering information engineering Media Technology Formal concept analysis Web service computer Composition (language) ComputingMilieux_MISCELLANEOUS Software |
| Zdroj: | Multimedia Tools and Applications Multimedia Tools and Applications, Springer Verlag, 2019, ⟨10.1007/s11042-019-08441-z⟩ |
| ISSN: | 1573-7721 1380-7501 |
| DOI: | 10.1007/s11042-019-08441-z |
| Popis: | One of the main assets of the Service Oriented Architecture (SOA) is composition, which consists in developing higher-level services by re-using well-known functionality provided by other services in a low-cost and rapid development process. In this paper, we present IDECSE a new integrated approach for composite services engineering. By considering semantic Web services, IDECSE addresses the challenge of fully automating the classification, discovery and composition while reducing development time and cost. The classification and the discovery processes rely on adequate semantic similarity measures. Both semantic and syntactic descriptions are integrated through specific techniques for computing similarity measures between services. Formal Concept Analysis (FCA) is used then to classify Web services into concept lattices in order to facilitate relevant services identification. A graph based semantic Web service composition process was proposed within the IDECSE framework. Using semantic similarities in grouping classes of services and in composing services shows a significant improvement compared to other approaches. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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