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...
- Autores:
- Tipo de recurso:
- Fecha de publicación:
- 2019
- Institución:
- Universidad Católica de Pereira
- Repositorio:
- Repositorio Institucional - RIBUC
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.ucp.edu.co:10785/13516
- Acceso en línea:
- https://revistas.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671
http://hdl.handle.net/10785/13516
- Palabra clave:
- Rights
- openAccess
- License
- Derechos de autor 2019 Entre Ciencia e Ingeniería
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Providers Selection Optimization Integrating a Decision Tree in a Business ProcessOptimización de selección de proveedores integrando un árbol de decisión a un proceso de negocio.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.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.Universidad Católica de Pereira2023-08-29T03:49:13Z2023-08-29T03:49:13Z2019-07-27Artículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_2df8fbb1application/pdfhttps://revistas.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671http://hdl.handle.net/10785/13516Entre 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); 24-382539-41691909-8367spahttps://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_abf2Castaño Vélez,, Andrés PaoloRuiz Villa, Carlos AlbertoMartínez, Andrés Mauriciooai:repositorio.ucp.edu.co:10785/135162025-01-27T23:59:06Z |
| dc.title.none.fl_str_mv |
Providers Selection Optimization Integrating a Decision Tree in a Business Process 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.none.fl_str_mv |
2019-07-27 2023-08-29T03:49:13Z 2023-08-29T03:49:13Z |
| dc.type.none.fl_str_mv |
Artículo de revista http://purl.org/coar/resource_type/c_6501 http://purl.org/coar/version/c_970fb48d4fbd8a85 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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publishedVersion |
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https://revistas.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671 http://hdl.handle.net/10785/13516 |
| url |
https://revistas.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671 http://hdl.handle.net/10785/13516 |
| 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.none.fl_str_mv |
Derechos de autor 2019 Entre Ciencia e Ingeniería https://creativecommons.org/licenses/by-nc/4.0/deed.es_ES https://creativecommons.org/licenses/by-nc/4.0/deed.es_ES info:eu-repo/semantics/openAccess 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 |
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openAccess |
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application/pdf |
| dc.publisher.none.fl_str_mv |
Universidad Católica de Pereira |
| publisher.none.fl_str_mv |
Universidad Católica de Pereira |
| dc.source.none.fl_str_mv |
Entre ciencia e ingeniería; Vol 5 No 10 (2011); 24-38 Entre Ciencia e Ingeniería; Vol. 5 Núm. 10 (2011); 24-38 Entre ciencia e ingeniería; v. 5 n. 10 (2011); 24-38 2539-4169 1909-8367 |
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Universidad Católica de Pereira |
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1844494034550128640 |