Declarative process mining in healthcare

作者：

Highlights：

• Our approach mediates between data reflecting the reality and clinical guidelines.

• We repair and enrich declarative process models based on event logs.

• Process mining techniques are used to check conformance and analyze deviations.

• We applied the approach in the Isala hospital in the Netherlands.

摘要

•Our approach mediates between data reflecting the reality and clinical guidelines.•We repair and enrich declarative process models based on event logs.•Process mining techniques are used to check conformance and analyze deviations.•We applied the approach in the Isala hospital in the Netherlands.

论文关键词：Healthcare processes,Process mining,Declarative modeling languages

论文评审过程：Received 1 February 2015, Revised 15 July 2015, Accepted 17 July 2015, Available online 17 August 2015, Version of Record 7 September 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.07.040