Interest-driven discovery of local process models

作者:

Highlights:

• A framework for mining of process fragments based on domain knowledge is introduced.

• Domain knowledge can be specified in the form of utility functions and constraints.

• The technique is demonstrated on three real-life event logs from different domains.

摘要

•A framework for mining of process fragments based on domain knowledge is introduced.•Domain knowledge can be specified in the form of utility functions and constraints.•The technique is demonstrated on three real-life event logs from different domains.

论文关键词:Process discovery,Pattern mining,Data mining

论文评审过程:Received 7 July 2017, Revised 3 April 2018, Accepted 29 April 2018, Available online 24 May 2018, Version of Record 20 June 2018.

论文官网地址:https://doi.org/10.1016/j.is.2018.04.006