A knowledge-intensive approach to process similarity calculation

作者:

Highlights:

• Our framework support process mining and process comparison.

• A novel, knowledge-intensive metric for process comparison is proposed.

• The metric exploits domain knowledge and mined information.

• The metric takes into account complex control flow information.

• Experiments show that our metric outperforms previous literature contributions.

摘要

•Our framework support process mining and process comparison.•A novel, knowledge-intensive metric for process comparison is proposed.•The metric exploits domain knowledge and mined information.•The metric takes into account complex control flow information.•Experiments show that our metric outperforms previous literature contributions.

论文关键词:Process comparison,Graph edit distance,Process mining,Stroke management

论文评审过程:Available online 24 January 2015.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.01.027