Alignment Approximator: A ProM Plug-In to Approximate Conformance Statistics

Key Points

• The Alignment Approximator effectively estimates conformance statistics across various models in process mining.
• Evaluation shows improved accuracy of approximated conformance statistics when compared to traditional methods.
• Observational analysis utilizing a new plug-in demonstrates its capability to enhance existing modeling frameworks.
• This plug-in highlights the potential for more efficient performance metrics in process mining studies.

Abstract