From action to response to effect: Mining statistical relations in work processes
作者:
Highlights:
• We present the ARE miner as a novel process discovery technique.
• The ARE miner provides insights into action–response–effect patterns.
• We build on the notion of statistical significance to accomplish this.
• The results are visualized in a dedicated graphical representation.
• The representations allow to effectively analyze (un)desired effects.
摘要
•We present the ARE miner as a novel process discovery technique.•The ARE miner provides insights into action–response–effect patterns.•We build on the notion of statistical significance to accomplish this.•The results are visualized in a dedicated graphical representation.•The representations allow to effectively analyze (un)desired effects.
论文关键词:Process discovery,Statistical process mining,Effect measurement
论文评审过程:Received 11 January 2021, Revised 19 August 2021, Accepted 23 March 2022, Available online 24 March 2022, Version of Record 30 June 2022.
论文官网地址:https://doi.org/10.1016/j.is.2022.102035