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hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorMouhoub, Mohamed Lamine*
hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorGrigori, Daniela*
hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorManouvrier, Maude
HAL ID: 182131
ORCID: 0000-0001-8878-058X
*
dc.date.accessioned2017-11-27T10:32:56Z
dc.date.available2017-11-27T10:32:56Z
dc.date.issued2017
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/17054
dc.language.isoen
dc.subjectSemantic web services
dc.subjectNatural Language Processing
dc.subjectSemantic annotation
dc.subjectService description enrichment
dc.subjectI/O relationship extraction
dc.subject.ddc004
dc.titleTowards an Automatic Enrichment of Semantic Web Services Descriptions
dc.typeCommunication / Conférence
dc.description.abstractenWeb service discovery consists in identifying suitable existing services that satisfy specific goals or user requirements. Web service discovery can be a hard task because of the lack of explicit and semantic information for apprehending what services really do. In this article, we propose a service description enrichment approach based on I/O relations for improving Web service discovery. Our process is divided into two parallel steps. The first step consists in extracting existing relations between I/O of the services from the underlying ontologies using SPARQL, while the second step concerns the extraction of services’ I/O relations from the text descriptions of services using NLP techniques. Matching the I/O relations extracted by the two steps is applied in order to enrich the initial service description, allowing a more accurate automatic service discovery. This article presents our approach that uses dependency grammar and word2vec as well as our experimental results on OWLS-TC.
dc.identifier.citationpages681-697
dc.relation.ispartoftitleOn the Move to Meaningful Internet Systems. OTM 2017 Conferences, Proceedings, Part I
dc.relation.ispartofeditorHervé Panetto; Christophe Debruyne; Walid Gaaloul; Mike Papazoglou; Adrian Paschke; Claudio Agostino Ardagna; Robert Meersman
dc.relation.ispartofpublnameSpringer International Publishing
dc.relation.ispartofdate2017
dc.subject.ddclabelInformatique générale
dc.relation.ispartofisbn978-3-319-69461-0; 978-3-319-69462-7
dc.relation.conftitleConfederated International Conferences: CoopIS, C&TC, and ODBASE 2017
dc.relation.confdate2017-10
dc.relation.confcityRhodes
dc.relation.confcountryGreece
dc.relation.forthcomingnon
dc.identifier.doi10.1007/978-3-319-69462-7_43
dc.description.ssrncandidatenon
dc.description.halcandidateoui
dc.description.readershiprecherche
dc.description.audienceInternational
dc.date.updated2017-11-27T10:31:17Z
hal.identifierhal-01649147*
hal.version1*
hal.update.actionupdateMetadata*
hal.author.functionaut
hal.author.functionaut
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