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