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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Autores:
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:10785/13516
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
Description
Summary: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.