BPMN Miner: Automated discovery of BPMN process models with hierarchical structure
作者：
Highlights：
• We propose a technique for the discovery of BPMN models with hierarchical structure.
• The hierarchy is mined via functional and inclusion dependency discovery techniques.
• Process and subprocess models are mined using existing process discovery techniques.
• Models and logs are analyzed in order to identify boundary events and markers.
• Process models are more accurate and less complex when discovered by our technique.
摘要
Highlights•We propose a technique for the discovery of BPMN models with hierarchical structure.•The hierarchy is mined via functional and inclusion dependency discovery techniques.•Process and subprocess models are mined using existing process discovery techniques.•Models and logs are analyzed in order to identify boundary events and markers.•Process models are more accurate and less complex when discovered by our technique.
论文关键词：Process mining,Automated process discovery,BPMN
论文评审过程：Received 15 December 2014, Revised 7 May 2015, Accepted 9 July 2015, Available online 17 July 2015, Version of Record 8 December 2015.
论文官网地址：https://doi.org/10.1016/j.is.2015.07.004
