Case-based Reasoning for Web Service Discovery and Selection

Autores
de Renzis, Alan Ismael; Garriga, Martín; Flores, Andrés Pablo; Cechich, Susana Alejandra; Zunino Suarez, Alejandro Octavio
Año de publicación
2016
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Web Service discovery and selection deal with the retrieval of the most suitable Web Service, given a required functionality. Addressing an effective solution remains difficult when only functional descriptions of services are available. In this paper, we propose a solution by applying Case-based Reasoning, in which the resemblance between a pair of cases is quantified through a similarity function. We show the feasibility of applying Case-based Reasoning for Web Service discovery and selection, by introducing a novel case representation, learning heuristics and three different similarity functions. We also experimentally validate our proposal with a dataset of 62 real-life Web Services, achieving competitive values in terms of well-known Information Retrieval metrics.
Fil: de Renzis, Alan Ismael. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional del Comahue; Argentina
Fil: Garriga, Martín. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional del Comahue; Argentina
Fil: Flores, Andrés Pablo. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional del Comahue; Argentina
Fil: Cechich, Susana Alejandra. Universidad Nacional del Comahue; Argentina
Fil: Zunino Suarez, Alejandro Octavio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; Argentina
Materia
Case-Based Reasoning
Service Discovery
Service Oriented Application
Service Selection
Web Services
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/59834
Acceder
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network_name_str CONICET Digital (CONICET)
spelling Case-based Reasoning for Web Service Discovery and Selectionde Renzis, Alan IsmaelGarriga, MartínFlores, Andrés PabloCechich, Susana AlejandraZunino Suarez, Alejandro OctavioCase-Based ReasoningService DiscoveryService Oriented ApplicationService SelectionWeb Serviceshttps://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1Web Service discovery and selection deal with the retrieval of the most suitable Web Service, given a required functionality. Addressing an effective solution remains difficult when only functional descriptions of services are available. In this paper, we propose a solution by applying Case-based Reasoning, in which the resemblance between a pair of cases is quantified through a similarity function. We show the feasibility of applying Case-based Reasoning for Web Service discovery and selection, by introducing a novel case representation, learning heuristics and three different similarity functions. We also experimentally validate our proposal with a dataset of 62 real-life Web Services, achieving competitive values in terms of well-known Information Retrieval metrics.Fil: de Renzis, Alan Ismael. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional del Comahue; ArgentinaFil: Garriga, Martín. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional del Comahue; ArgentinaFil: Flores, Andrés Pablo. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional del Comahue; ArgentinaFil: Cechich, Susana Alejandra. Universidad Nacional del Comahue; ArgentinaFil: Zunino Suarez, Alejandro Octavio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; ArgentinaElsevier Science2016-03info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/59834de Renzis, Alan Ismael; Garriga, Martín; Flores, Andrés Pablo; Cechich, Susana Alejandra; Zunino Suarez, Alejandro Octavio; Case-based Reasoning for Web Service Discovery and Selection; Elsevier Science; Electronic Notes in Theoretical Computer Science; 321; 3-2016; 89-1121571-0661CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1016/j.entcs.2016.02.006info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S1571066116300068info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T09:52:27Zoai:ri.conicet.gov.ar:11336/59834instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 09:52:27.299CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Case-based Reasoning for Web Service Discovery and Selection
title Case-based Reasoning for Web Service Discovery and Selection
spellingShingle Case-based Reasoning for Web Service Discovery and Selection
de Renzis, Alan Ismael
Case-Based Reasoning
Service Discovery
Service Oriented Application
Service Selection
Web Services
title_short Case-based Reasoning for Web Service Discovery and Selection
title_full Case-based Reasoning for Web Service Discovery and Selection
title_fullStr Case-based Reasoning for Web Service Discovery and Selection
title_full_unstemmed Case-based Reasoning for Web Service Discovery and Selection
title_sort Case-based Reasoning for Web Service Discovery and Selection
dc.creator.none.fl_str_mv de Renzis, Alan Ismael
Garriga, Martín
Flores, Andrés Pablo
Cechich, Susana Alejandra
Zunino Suarez, Alejandro Octavio
author de Renzis, Alan Ismael
author_facet de Renzis, Alan Ismael
Garriga, Martín
Flores, Andrés Pablo
Cechich, Susana Alejandra
Zunino Suarez, Alejandro Octavio
author_role author
author2 Garriga, Martín
Flores, Andrés Pablo
Cechich, Susana Alejandra
Zunino Suarez, Alejandro Octavio
author2_role author
author
author
author
dc.subject.none.fl_str_mv Case-Based Reasoning
Service Discovery
Service Oriented Application
Service Selection
Web Services
topic Case-Based Reasoning
Service Discovery
Service Oriented Application
Service Selection
Web Services
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.2
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv Web Service discovery and selection deal with the retrieval of the most suitable Web Service, given a required functionality. Addressing an effective solution remains difficult when only functional descriptions of services are available. In this paper, we propose a solution by applying Case-based Reasoning, in which the resemblance between a pair of cases is quantified through a similarity function. We show the feasibility of applying Case-based Reasoning for Web Service discovery and selection, by introducing a novel case representation, learning heuristics and three different similarity functions. We also experimentally validate our proposal with a dataset of 62 real-life Web Services, achieving competitive values in terms of well-known Information Retrieval metrics.
Fil: de Renzis, Alan Ismael. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional del Comahue; Argentina
Fil: Garriga, Martín. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional del Comahue; Argentina
Fil: Flores, Andrés Pablo. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional del Comahue; Argentina
Fil: Cechich, Susana Alejandra. Universidad Nacional del Comahue; Argentina
Fil: Zunino Suarez, Alejandro Octavio. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Tandil. Instituto Superior de Ingeniería del Software. Universidad Nacional del Centro de la Provincia de Buenos Aires. Instituto Superior de Ingeniería del Software; Argentina
description Web Service discovery and selection deal with the retrieval of the most suitable Web Service, given a required functionality. Addressing an effective solution remains difficult when only functional descriptions of services are available. In this paper, we propose a solution by applying Case-based Reasoning, in which the resemblance between a pair of cases is quantified through a similarity function. We show the feasibility of applying Case-based Reasoning for Web Service discovery and selection, by introducing a novel case representation, learning heuristics and three different similarity functions. We also experimentally validate our proposal with a dataset of 62 real-life Web Services, achieving competitive values in terms of well-known Information Retrieval metrics.
publishDate 2016
dc.date.none.fl_str_mv 2016-03
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/59834
de Renzis, Alan Ismael; Garriga, Martín; Flores, Andrés Pablo; Cechich, Susana Alejandra; Zunino Suarez, Alejandro Octavio; Case-based Reasoning for Web Service Discovery and Selection; Elsevier Science; Electronic Notes in Theoretical Computer Science; 321; 3-2016; 89-112
1571-0661
CONICET Digital
CONICET
url http://hdl.handle.net/11336/59834
identifier_str_mv de Renzis, Alan Ismael; Garriga, Martín; Flores, Andrés Pablo; Cechich, Susana Alejandra; Zunino Suarez, Alejandro Octavio; Case-based Reasoning for Web Service Discovery and Selection; Elsevier Science; Electronic Notes in Theoretical Computer Science; 321; 3-2016; 89-112
1571-0661
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1016/j.entcs.2016.02.006
info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S1571066116300068
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Elsevier Science
publisher.none.fl_str_mv Elsevier Science
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.13397

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