Addressing the phenomenon of concept drift in business processes that evolve over time,the effective drift detection methods were investigated for achieving early detection and management of such changes.The current re-searches on business process concept drift detection were systematically analyzed.The commonly used evaluation metrics,methods of dataset construction and real datasets in research experiments were summarized.Additionally,the advantages,disadvantages and applicable scenarios of different methods were discussed,and these different methods were compared through experimental analysis.Finally,prospects for future research directions in the field of business process concept drift were offered.
关键词
业务过程/概念漂移/业务过程视角/业务过程模型
Key words
business process/concept drift/business process perspective/business process model
维普
万方数据