Efficiently interpreting traces of low level events in business process logs

作者：

Highlights：

• Interpret the traces of low-level events in multi-process logs as high-level activity instances.

• Many-to-many mapping between events and activities requires dealing with uncertainty.

• Capability of dealing with complex activities (generating multiple events).

摘要

•Interpret the traces of low-level events in multi-process logs as high-level activity instances.•Many-to-many mapping between events and activities requires dealing with uncertainty.•Capability of dealing with complex activities (generating multiple events).

论文关键词：Log Traces,Low Level Events,Process Mining,Probabilistic Interpretation

论文评审过程：Received 6 June 2016, Revised 3 October 2017, Accepted 7 November 2017, Available online 14 November 2017, Version of Record 21 November 2017.

论文官网地址：https://doi.org/10.1016/j.is.2017.11.001