Detection of batch activities from event logs

作者：

Highlights：

• This paper presents the novel Batch Activity Mining Algorithm (BAMA).

• BAMA automatically detects batching behavior in process execution data (event log).

• BAMA is the first to detect batching at both the task and the subprocess level.

• BAMA is empirically evaluated using both synthetic and real-world data.

摘要

•This paper presents the novel Batch Activity Mining Algorithm (BAMA).•BAMA automatically detects batching behavior in process execution data (event log).•BAMA is the first to detect batching at both the task and the subprocess level.•BAMA is empirically evaluated using both synthetic and real-world data.

论文关键词：Business process,Batch activity,Batch processing,Discovery,Process mining,Batch mining

论文评审过程：Received 29 July 2019, Revised 27 June 2020, Accepted 27 August 2020, Available online 10 September 2020, Version of Record 29 September 2020.

论文官网地址：https://doi.org/10.1016/j.is.2020.101642