TrazasBP: A Framework for Business Process Models Discovery Based on Execution Cases

Authors: Hugo Ordoñez, Armando Ordóñez, Victor Buchelli, Carlos Cobos

POLIBITS, Vol. 57, pp. 51-57, 2018.

Abstract: business process, execution cases, Logs, repository, evaluation

Keywords: Execution of business processes generates data, which are commonly recorded in logs. Historical information of execution cases may be used for recommending future execution paths. This is useful when the control flow of the process is not known by the user. We present TrazasBP, a framework for BP indexing and searching based on execution cases. It indexes BPs based on execution cases (traces) retrieved from log files. TrazasBP not only takes into account the textual information of BP elements, but also the causal dependence between these elements. Furthermore, due to its low computational cost, TrazasBP may be used as indexing mechanism in order to reduce the search space. Experimental evaluation shows promising values of graded precision, recall and F-measure when compared with results obtained from human search.

PDF: TrazasBP: A Framework for Business Process Models Discovery Based on Execution Cases
PDF: TrazasBP: A Framework for Business Process Models Discovery Based on Execution Cases

https://doi.org/10.17562/PB-57-5

 

Table of contents of POLIBITS 57