Recommendation

From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events

Predictive business process monitoring (PBPM) deals with predicting a process's future behavior based on historical event logs to support a process's execution. Many of the recent techniques utilize a machine-learned model to predict which event type …

Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm

Predictive business process monitoring aims at providing the predictions about running instances by analyzing logs of completed cases of a business process. Recently, a lot of research focuses on increasing productivity and efficiency in a business …