Discovering instance and process spanning constraints from process execution logs
作者：
Highlights：
• Instance-spanning constraints as key factor in digitalized compliance management.
• Instance-spanning constraints (ISC) break down in four categories.
• ISC candidates can be automatically discovered from process execution logs.
• Discovery algorithms can be adjusted to deal with log quality.
• Evaluation on synthetic and real-world logs from manufacturing and higher education.
摘要
•Instance-spanning constraints as key factor in digitalized compliance management.•Instance-spanning constraints (ISC) break down in four categories.•ISC candidates can be automatically discovered from process execution logs.•Discovery algorithms can be adjusted to deal with log quality.•Evaluation on synthetic and real-world logs from manufacturing and higher education.
论文关键词：Digitalized compliance management,Constraint mining,Instance spanning constraints,Process mining
论文评审过程：Received 29 April 2019, Revised 2 December 2019, Accepted 3 December 2019, Available online 9 December 2019, Version of Record 18 December 2019.
论文官网地址：https://doi.org/10.1016/j.is.2019.101484
