Enhancing precision in Process Conformance: Stability, confidence and severity

Jorge Munoz-Gama, Josep Carmona
2011 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM)  
Process Conformance is becoming a crucial area due to the changing nature of processes within an Information System. By confronting specifications against system executions (the main problem tackled in process conformance), both system bugs and obsolete/incorrect specifications can be revealed. This paper presents novel techniques to enrich the process conformance analysis for the precision dimension. The new features of the metric proposed in this paper provides a complete view of the
more » ... between a log and a model. The techniques have been implemented as a plug-in in an open-source Process Mining platform and experimental results witnessing both the theory and the goals of this work are presented.
doi:10.1109/cidm.2011.5949451 dblp:conf/cidm/Munoz-GamaC11 fatcat:6s4xgxxd2rgv7jwo4nctqilttq