A comparative study of existing quality measures for process discovery

作者:

Highlights:

• The feasibility of quality metrics for discovered processes is analysed.

• It is analysed whether metrics related to the same dimension agree with each other.

• It is analysed whether metrics are related to each other, or independent.

• It is analysed to which extent some metrics are more optimistic.

• It is analysed to which extent some metrics are more sensitive.

摘要

•The feasibility of quality metrics for discovered processes is analysed.•It is analysed whether metrics related to the same dimension agree with each other.•It is analysed whether metrics are related to each other, or independent.•It is analysed to which extent some metrics are more optimistic.•It is analysed to which extent some metrics are more sensitive.

论文关键词:Process discovery,Process quality,Conformance checking,Process metric

论文评审过程:Received 9 March 2017, Revised 14 June 2017, Accepted 19 June 2017, Available online 21 June 2017, Version of Record 27 June 2017.

论文官网地址:https://doi.org/10.1016/j.is.2017.06.002