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)
Information Systems
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
Mining process models with prime invisible tasks
Data & Knowledge Engineering
Beyond process mining: from the past to present and future
CAiSE'10 Proceedings of the 22nd international conference on Advanced information systems engineering
Predictive security analysis for event-driven processes
MMM-ACNS'10 Proceedings of the 5th international conference on Mathematical methods, models and architectures for computer network security
Ranking algorithm by contacts priority for social communication systems
ruSMART/NEW2AN'10 Proceedings of the Third conference on Smart Spaces and next generation wired, and 10th international conference on Wireless networking
Modeling and verification of a protocol for operational support using coloured petri nets
PETRI NETS'11 Proceedings of the 32nd international conference on Applications and theory of Petri Nets
Workflow simulation for operational decision support using event graph through process mining
Decision Support Systems
Resource behavior measure and application in business process management
Expert Systems with Applications: An International Journal
Workflow patterns put into context
Software and Systems Modeling (SoSyM)
PETRI NETS'12 Proceedings of the 33rd international conference on Application and Theory of Petri Nets
ROME4EU – A service-oriented process-aware information system for mobile devices
Software—Practice & Experience
A State-Based Intention Driven Declarative Process Model
International Journal of Information System Modeling and Design
Gaining insight from patient journey data using a process-oriented analysis approach
HIKM '12 Proceedings of the Fifth Australasian Workshop on Health Informatics and Knowledge Management - Volume 129
Generating multi-objective optimized business process enactment plans
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Real-time simulations to support operational decision making in healthcare
Proceedings of the 2013 Summer Computer Simulation Conference
A decision framework for optimisation of business processes aligned with business goals
International Journal of Business Information Systems
Improving business process decision making based on past experience
Decision Support Systems
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Simulation is widely used as a tool for analyzing business processes but is mostly focused on examining 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 support in the context of workflow management. To do this we exploit not only the workflow's design, but also use logged data describing the system's observed historic behavior, and incorporate information extracted about the current state of 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.