Merging event logs for process mining: A rule based merging method and rule suggestion algorithm

作者:

Highlights:

• We developed a method to merge different event logs for process mining.

• We developed an algorithm that suggests to the user how the datasets are related.

• We implemented both in a popular process mining framework (ProM).

• Effectiveness and efficiency of the above was evaluated with controlled and real-life data.

• This facilitates process mining on multiple data sources.

摘要

•We developed a method to merge different event logs for process mining.•We developed an algorithm that suggests to the user how the datasets are related.•We implemented both in a popular process mining framework (ProM).•Effectiveness and efficiency of the above was evaluated with controlled and real-life data.•This facilitates process mining on multiple data sources.

论文关键词:Business process management,Process mining,Event log merging,Inter-organizational process modeling

论文评审过程:Available online 11 June 2014.

论文官网地址:https://doi.org/10.1016/j.eswa.2014.06.012