Aligning Real Process Executions and Prescriptive Process Models through Automated Planning

作者：

Highlights：

• We propose a planning-based approach to compute optimal alignments.

• The approach has been implemented with a state-of-the-art planning system.

• We performed an in-depth evaluation on real-life & synthetic process models and logs.

• The approach outperforms existing techniques when the size/noise of the inputs grows.

摘要

•We propose a planning-based approach to compute optimal alignments.•The approach has been implemented with a state-of-the-art planning system.•We performed an in-depth evaluation on real-life & synthetic process models and logs.•The approach outperforms existing techniques when the size/noise of the inputs grows.

论文关键词：Conformance checking,Automated planning,Business process management,Process mining

论文评审过程：Received 17 September 2016, Revised 21 March 2017, Accepted 22 March 2017, Available online 31 March 2017, Version of Record 19 April 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.03.047