Conformance checking of mixed-paradigm process models

作者:

Highlights:

• We present the first mixed-paradigm process model conformance checking approach

• Alignments include constraints to replay mixed paradigm process models efficiently

• Optimal replay can be achieved by either allowing or disallowing constraint violation

• The approach is verified on three real-life event logs showing its applicability

摘要

•We present the first mixed-paradigm process model conformance checking approach•Alignments include constraints to replay mixed paradigm process models efficiently•Optimal replay can be achieved by either allowing or disallowing constraint violation•The approach is verified on three real-life event logs showing its applicability

论文关键词:Process mining,Conformance checking,Declarative process models,Imperative process models,Mixed-paradigm process models,Hybrid process

论文评审过程:Received 2 March 2020, Revised 4 September 2020, Accepted 22 November 2020, Available online 26 November 2020, Version of Record 10 August 2021.

论文官网地址:https://doi.org/10.1016/j.is.2020.101685