Run-time prediction of business process indicators using evolutionary decision rules

作者：

Highlights：

• An evolutionary rule-based system for the prediction of BP indicators is proposed.

• Generated decision rules can be easily interpreted by users.

• A software stack to support the stages of a predictive monitoring system is presented.

摘要

•An evolutionary rule-based system for the prediction of BP indicators is proposed.•Generated decision rules can be easily interpreted by users.•A software stack to support the stages of a predictive monitoring system is presented.

论文关键词：Business process management,Process mining,Predictive monitoring,Business process indicator,Evolutionary algorithm

论文评审过程：Received 10 March 2017, Revised 9 May 2017, Accepted 27 May 2017, Available online 17 July 2017, Version of Record 17 July 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.05.069