Rhodes, Greece. September 2-8, 2023.
Copyright © 2023 International Joint Conferences on Artificial Intelligence Organization
Process Mining is a family of techniques that exploit data collected from process execution to analyze and improve process efficiency, quality, and security. Over the years, many modeling languages have been proposed for process model specification, with different expressiveness, features, and computational properties.
We propose a new logic-based declarative formalism, called Constraint Formulae, to compose process specifications, expressed in heterogeneous process modeling languages, without altering their original semantics. We formalize common process mining tasks for Constraint Formulae, study their computational properties, and provide an implementation in Answer Set Programming.