Providers Selection Optimization Integrating a Decision Tree in a Business Process

Authors

Keywords:

Business Process Management (BPM), Data Mining, Enterprise Service Bus (ESB), jBPM, Service Oriented Architecture (SOA), web services

Abstract

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.

Author Biographies

  • Andrés Paolo Castaño Vélez

    Doctorando(c) Ingeniería Informática Especialista en Docencia Universitaria Especialista en CAD/CAMIngeniero Electricista Docente Universidad de Caldas}

  • Carlos Alberto Ruiz Villa

    Msc en Bioingeniería Especialista en CAD/CAMIngeniero Electricista Docente Universidad de Caldas Grupo de Investigación GITIR Departamento de Informática y Computación.Universidad Nacional de Colombia

  • Andrés Mauricio Martínez

    Especialista en Telecomunicaciones Ingeniero de Sistemas Docente Universidad de Caldas Grupo de Investigación GITIR

References

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Published

2011-12-23

Issue

Vol. 5 No. 10 (2011)

Section

Artículos

How to Cite

Providers Selection Optimization Integrating a Decision Tree in a Business Process. (2011). Entre Ciencia E ingeniería, 5(10), 24-38. https://ojs.ucp.edu.co/index.php/entrecienciaeingenieria/article/view/671