Simulation: a statistical perspective
Simulation: a statistical perspective
Commonalities in reengineered business processes: models and issues
Management Science
Production workflow: concepts and techniques
Production workflow: concepts and techniques
A Course in Simulation
Simulation with Arena
Process Aware Information Systems: Bridging People and Software Through Process Technology
Process Aware Information Systems: Bridging People and Software Through Process Technology
YAWL: yet another workflow language
Information Systems
Business process mining: An industrial application
Information Systems
Coloured Petri Nets and CPN Tools for modelling and validation of concurrent systems
International Journal on Software Tools for Technology Transfer (STTT)
Business Process Management: Concepts, Languages, Architectures
Business Process Management: Concepts, Languages, Architectures
Discovering colored Petri nets from event logs
International Journal on Software Tools for Technology Transfer (STTT)
Design and control of workflow processes: business process management for the service industry
Design and control of workflow processes: business process management for the service industry
ProM 4.0: comprehensive support for real process analysis
ICATPN'07 Proceedings of the 28th international conference on Applications and theory of Petri nets and other models of concurrency
Business process simulation for operational decision support
BPM'07 Proceedings of the 2007 international conference on Business process management
Process-Aware Information Systems: Lessons to Be Learned from Process Mining
Transactions on Petri Nets and Other Models of Concurrency II
Extending BPM Environments of Your Choice with Performance Related Decision Support
BPM '09 Proceedings of the 7th International Conference on Business Process Management
Time prediction based on process mining
Information Systems
APROMORE: An advanced process model repository
Expert Systems with Applications: An International Journal
An intelligent agent model with awareness of workflow progress
Applied Intelligence
Analyzing and completing middleware designs for enterprise integration using coloured petri nets
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Proceedings of the 5th ACM/SPEC international conference on Performance engineering
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Simulation is widely used as a tool for analyzing business processes but is mostly focused on examining rather abstract steady-state situations. Such analyses are helpful for the initial design of a business process but are less suitable for operational decision making and continuous improvement. Here we describe a simulation system for operational decision supportin the context of workflow management. To do this we exploit not only the workflow's design, but also logged data describing the system's observed historicbehavior, and information extracted about the current stateof the workflow. Making use of actual data capturing the current state and historic information allows our simulations to accurately predict potential near-future behaviors for different scenarios. The approach is supported by a practical toolset which combines and extends the workflow management system YAWL and the process mining framework ProM.