Parallel algorithms for the automated discovery of declarative process models

作者:

Highlights:

• Variants of an approach for discovering declarative process models are presented.

• The variants are based on the Apriori and the sequence analysis algorithm.

• A comparative evaluation based on synthetic and real-life logs is carried out.

摘要

•Variants of an approach for discovering declarative process models are presented.•The variants are based on the Apriori and the sequence analysis algorithm.•A comparative evaluation based on synthetic and real-life logs is carried out.

论文关键词:Process mining,Process discovery,Declarative process models,Apriori algorithm,Sequence analysis

论文评审过程:Received 31 December 2016, Revised 9 December 2017, Accepted 9 December 2017, Available online 13 December 2017, Version of Record 16 March 2018.

论文官网地址:https://doi.org/10.1016/j.is.2017.12.002