Building instance graphs for highly variable processes

作者：

Highlights：

• Novel methodology aimed at building for each trace of a process an instance graph.

• We discuss issues related to building Instance Graphs in highly variable processes.

• Novel algorithms aimed at repairing irregular instance graphs.

• Methodology is experimented on both synthetic and real-world event logs.

摘要

•Novel methodology aimed at building for each trace of a process an instance graph.•We discuss issues related to building Instance Graphs in highly variable processes.•Novel algorithms aimed at repairing irregular instance graphs.•Methodology is experimented on both synthetic and real-world event logs.

论文关键词：Process mining,Highly variable processes,Building instance graphs,Process instances

论文评审过程：Received 24 September 2015, Revised 16 April 2016, Accepted 17 April 2016, Available online 23 April 2016, Version of Record 3 May 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.04.021