Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach

Automated process discovery techniques allow us to generate a process model from an event log consisting of a collection of business process execution traces. The quality of process models generated by these techniques can be assessed with respect to several criteria, including fitness, which captures the degree to which the generated process model is able to recognize the traces in the eve...