A broker-based semantic agent for discovering Semantic Web services through process similarity matching and equivalence considering quality of service

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dc.authoridErtugrul, Duygu Celik -- 0000-0003-1380-705X
dc.contributor.authorCelik, Duygu
dc.contributor.authorElçi, Atilla
dc.date.accessioned13.07.201910:50:10
dc.date.accessioned2019-07-29T19:27:09Z
dc.date.available13.07.201910:50:10
dc.date.available2019-07-29T19:27:09Z
dc.date.issued2013
dc.departmentMühendislik Fakültesi
dc.description.abstractThe lack of semantic descriptions for "web service properties" makes it difficult to find suitable web services. Current solutions are mostly based on broker/mediator agent systems. However, these techniques are syntactical, rather than semantics oriented. This article presents a semantic matching approach for discovering Semantic Web services through a broker-based semantic agent (BSA). The BSA includes knowledge-bases and several processing steps. The BSA's knowledge-bases are concept, task, and process ontologies built to describe both functional and non-functional parameters of services. The BSA executes semantic-based matching algorithms to discover similar services through the semantic matching step, process equivalence task, and matching of quality of service parameters. Relevant services are ranked by client preferences utilizing the semantic descriptions of available services. Other matchmaker studies are reviewed and compared with the BSA. Performance of the BSA algorithm is compared with SAM using published data and an experimental setup. The results indicate that our approach is better and more effective in some respects.
dc.description.sponsorshipEastern Mediterranean University (EMU), Turkey [BAP-A-07-20]
dc.description.sponsorshipThis work was supported in full by Eastern Mediterranean University (EMU) Scientific Research Project (Grant No. BAP-A-07-20), Turkey. The second author was also employed at EMU.
dc.identifier.doi10.1007/s11432-012-4697-1
dc.identifier.issn1674-733X
dc.identifier.issn1869-1919
dc.identifier.issue1en_US
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1007/s11432-012-4697-1
dc.identifier.urihttps://hdl.handle.net/20.500.12451/5799
dc.identifier.volume56en_US
dc.identifier.wosWOS:000314426900002
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSCIENCE PRESS
dc.relation.ispartofSCIENCE CHINA-INFORMATION SCIENCES
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectSemantic Web
dc.subjectSemantic Web services
dc.subjectBroker Web Applications
dc.subjectOntologies
dc.subjectSemantic Agents
dc.titleA broker-based semantic agent for discovering Semantic Web services through process similarity matching and equivalence considering quality of service
dc.typeArticle

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