ProCause: Generating Counterfactual Outcomes to Evaluate Prescriptive Process Monitoring Methods
ProCause:生成反事实结果以评估处方式流程监控方法
Prescriptive Process Monitoring (PresPM) is the subfield of Process Mining that focuses on optimizing processes through real-time interventions based on event log data. Evaluating PresPM methods is challenging due to the lack of ground-truth outcomes for all intervention actions in datasets. A generative deep learning approach from the field of Causal Inference (CI), RealCause, has been commonly used to estimate the outcomes for proposed intervention actions to evaluate a…