Purpose Human resource allocation is considered a relevant problem in business process
management (BPM). The successful allocation of available resources for the execution of …

This paper proposes a recommendation system that supports process participants in taking
risk-informed decisions, with the goal of reducing risks that may arise during process …

Efficient resource allocation is a complex and dynamic task in business process
management. Although a wide variety of mechanisms are emerging to support resource …

Staff assignment is the decision-making to determine appropriate workforce with required
skills to perform a specific task. Staff assignment is critical to success of construction …

Abstract Clinical Decision Support Systems (CDSS) provide aid in clinical decision making
and therefore need to take into consideration human, data interactions, and cognitive …

Abstract Machine learning (ML) provides algorithms to create computer programs based on
data without explicitly programming them. In business process management (BPM), ML …

The paper focuses on the use of process mining (PM) to support the construction of business
process simulation (BPS) models. Given the useful BPS insights that are available in event …

Resource allocation is of great importance for business process management. In business
process execution, a set of rules that specify resource allocation is always implied. Although …

Efficient resource behavior measure in business process management is a real and
challenging problem. It reflects the actual situations in business process execution from …

Dynamically allocating the most appropriate resource to execute the different activities of a
business process is an important challenge in business process management. An ineffective …