TY - JOUR
KW - Business Process Management (BPM)
KW - Data Mining
KW - Enterprise service bus (ESB)
KW - jBPM
KW - Web Services
KW - Service Oriented Architectures
AU - Andrés Paolo Castaño
AB - The SOA philosophy can address new business challenges, become more competitive and provide integrated information systems. In addition, technologies such as BPM, BAM and Web Services are essential complements to SOA. This work aims to use several of these technologies integrated into a single application that will allow in a phase of a previously defined business process, to perform the analysis of input suppliers to the company through the generation of a decision tree using embedded code of the free tool Weka for data mining in order to feedback the business process and evaluate these results to improve the process. For the realization of this prototype we worked with the jBPM suite, the API from Weka to get the J48 algorithm, the postgresql database, the format for data exchange JSON and the web service.
IS - Special Issue on Business Intelligence and Semantic Web
M1 - 2
N2 - The SOA philosophy can address new business challenges, become more competitive and provide integrated information systems. In addition, technologies such as BPM, BAM and Web Services are essential complements to SOA. This work aims to use several of these technologies integrated into a single application that will allow in a phase of a previously defined business process, to perform the analysis of input suppliers to the company through the generation of a decision tree using embedded code of the free tool Weka for data mining in order to feedback the business process and evaluate these results to improve the process. For the realization of this prototype we worked with the jBPM suite, the API from Weka to get the J48 algorithm, the postgresql database, the format for data exchange JSON and the web service.
PY - 2009
SP - 39
EP - 43
T2 - International Journal of Interactive Multimedia and Artificial Intelligence
TI - Prototype of assignment intelligent adaptive of service providers inside of ESB with data mining
UR - http://www.ijimai.org/journal/sites/default/files/IJIMAI1-2-7.pdf
VL - 1
SN - 1989-1660
ER -