Conformance checking over uncertain event data

作者：

Highlights：

• Event data from information systems can be affected by uncertainties.

• These uncertainties can be classified in a structured taxonomy.

• Uncertain event data can be accurately represented by graph-based artifacts.

• Graph representation of uncertain data can enable conformance checking.

摘要

•Event data from information systems can be affected by uncertainties.•These uncertainties can be classified in a structured taxonomy.•Uncertain event data can be accurately represented by graph-based artifacts.•Graph representation of uncertain data can enable conformance checking.

论文关键词：Process mining,Uncertain data,Partial order

论文评审过程：Received 23 November 2020, Revised 30 March 2021, Accepted 26 May 2021, Available online 1 June 2021, Version of Record 10 June 2021.

论文官网地址：https://doi.org/10.1016/j.is.2021.101810