Providers Selection Optimization Integrating a Decision Tree in a Business Process

Service-oriented architecture (SOA) is developed to address newbusiness challenges; they have become more competitive and integratedinformation systems. In addition, technologies such as business processmanagement (BPM), Business activity monitoring (BAM) and web servicesare an essential complement...

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Tipo de recurso:
Article of journal
Fecha de publicación:
2019
Institución:
Universidad Católica de Pereira
Repositorio:
Repositorio Institucional - RIBUC
Idioma:
spa
OAI Identifier:
oai:repositorio.ucp.edu.co:10785/9864
Acceso en línea:
https://revistas.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671
http://hdl.handle.net/10785/9864
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openAccess
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Derechos de autor 2019 Entre Ciencia e Ingeniería
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network_name_str Repositorio Institucional - RIBUC
repository_id_str
spelling 2022-06-01T19:08:43Z2022-06-01T19:08:43Z2019-07-27https://revistas.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671http://hdl.handle.net/10785/9864Service-oriented architecture (SOA) is developed to address newbusiness challenges; they have become more competitive and integratedinformation systems. In addition, technologies such as business processmanagement (BPM), Business activity monitoring (BAM) and web servicesare an essential complement to SOA.In this paper we integrate several of these technologies in a singleapplication that allows, in a phase of a business process, to perform theanalysis of input suppliers to the company, through the generation of adecision tree, using embedded code of free tool Weka data mining tofeedback the business process to improve it.The result was a prototype able to select suppliers through a decision tree.La arquitectura orientada a servicios (SOA) permite abordar los nuevos retos empresariales, ser más competitivos y disponer de sistemas de información integrados. Así mismo, tecnologías como la gestión de procesos de negocios (BPM), el monitoreo de las actividades de negocio (BAM) y los servicios web forman un complemento esencial para SOA. En este trabajo se integran varias de estas tecnologías en una sola aplicación, las cuales permiten, en una etapa de un proceso de negocio, realizar el análisis de proveedores de insumos para la empresa a través de la generación de un árbol de decisión usando código embebido de la herramienta libre de minería de datos Weka, con el fin de retroalimentar el proceso de negocio para mejorarlo. Como resultado se obtuvo un prototipo capaz de seleccionar proveedores a través de un árbol de decisión.application/pdfspaUniversidad Católica de Pereirahttps://revistas.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671/677Derechos de autor 2019 Entre Ciencia e Ingenieríahttps://creativecommons.org/licenses/by-nc/4.0/deed.es_EShttps://creativecommons.org/licenses/by-nc/4.0/deed.es_ESinfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Entre ciencia e ingeniería; Vol 5 No 10 (2011); 24-38Entre Ciencia e Ingeniería; Vol. 5 Núm. 10 (2011); 24-38Entre ciencia e ingeniería; v. 5 n. 10 (2011); 24-382539-41691909-8367Providers Selection Optimization Integrating a Decision Tree in a Business ProcessOptimización de selección de proveedores integrando un árbol de decisión a un proceso de negocio.Artículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionCastaño Vélez,, Andrés PaoloRuiz Villa, Carlos AlbertoMartínez, Andrés MauricioPublication10785/9864oai:repositorio.ucp.edu.co:10785/98642025-01-27 19:00:19.21https://creativecommons.org/licenses/by-nc/4.0/deed.es_ESDerechos de autor 2019 Entre Ciencia e Ingenieríametadata.onlyhttps://repositorio.ucp.edu.coRepositorio Institucional de la Universidad Católica de Pereira - RIBUCbdigital@metabiblioteca.com
dc.title.eng.fl_str_mv Providers Selection Optimization Integrating a Decision Tree in a Business Process
dc.title.spa.fl_str_mv Optimización de selección de proveedores integrando un árbol de decisión a un proceso de negocio.
title Providers Selection Optimization Integrating a Decision Tree in a Business Process
spellingShingle Providers Selection Optimization Integrating a Decision Tree in a Business Process
title_short Providers Selection Optimization Integrating a Decision Tree in a Business Process
title_full Providers Selection Optimization Integrating a Decision Tree in a Business Process
title_fullStr Providers Selection Optimization Integrating a Decision Tree in a Business Process
title_full_unstemmed Providers Selection Optimization Integrating a Decision Tree in a Business Process
title_sort Providers Selection Optimization Integrating a Decision Tree in a Business Process
description Service-oriented architecture (SOA) is developed to address newbusiness challenges; they have become more competitive and integratedinformation systems. In addition, technologies such as business processmanagement (BPM), Business activity monitoring (BAM) and web servicesare an essential complement to SOA.In this paper we integrate several of these technologies in a singleapplication that allows, in a phase of a business process, to perform theanalysis of input suppliers to the company, through the generation of adecision tree, using embedded code of free tool Weka data mining tofeedback the business process to improve it.The result was a prototype able to select suppliers through a decision tree.
publishDate 2019
dc.date.issued.none.fl_str_mv 2019-07-27
dc.date.accessioned.none.fl_str_mv 2022-06-01T19:08:43Z
dc.date.available.none.fl_str_mv 2022-06-01T19:08:43Z
dc.type.spa.fl_str_mv Artículo de revista
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_6501
dc.type.coarversion.none.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.driver.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
format http://purl.org/coar/resource_type/c_6501
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10785/9864
url https://revistas.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671
http://hdl.handle.net/10785/9864
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671/677
dc.rights.spa.fl_str_mv Derechos de autor 2019 Entre Ciencia e Ingeniería
https://creativecommons.org/licenses/by-nc/4.0/deed.es_ES
dc.rights.uri.spa.fl_str_mv https://creativecommons.org/licenses/by-nc/4.0/deed.es_ES
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.coar.spa.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv Derechos de autor 2019 Entre Ciencia e Ingeniería
https://creativecommons.org/licenses/by-nc/4.0/deed.es_ES
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad Católica de Pereira
dc.source.eng.fl_str_mv Entre ciencia e ingeniería; Vol 5 No 10 (2011); 24-38
dc.source.spa.fl_str_mv Entre Ciencia e Ingeniería; Vol. 5 Núm. 10 (2011); 24-38
dc.source.por.fl_str_mv Entre ciencia e ingeniería; v. 5 n. 10 (2011); 24-38
dc.source.none.fl_str_mv 2539-4169
1909-8367
institution Universidad Católica de Pereira
repository.name.fl_str_mv Repositorio Institucional de la Universidad Católica de Pereira - RIBUC
repository.mail.fl_str_mv bdigital@metabiblioteca.com
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