Signals & systems (2nd ed.)
Discovering Workflow Performance Models from Timed Logs
EDCIS '02 Proceedings of the First International Conference on Engineering and Deployment of Cooperative Information Systems
Computers in Industry - Special issue: Process/workflow mining
Supporting Flexible Processes through Recommendations Based on History
BPM '08 Proceedings of the 6th International Conference on Business Process Management
Towards comprehensive support for organizational mining
Decision Support Systems
Event-Driven Quality of Service Prediction
ICSOC '08 Proceedings of the 6th International Conference on Service-Oriented Computing
Workflow simulation for operational decision support
Data & Knowledge Engineering
Monitoring and Analyzing Influential Factors of Business Process Performance
EDOC '09 Proceedings of the 2009 IEEE International Enterprise Distributed Object Computing Conference (edoc 2009)
ADEPT workflow management system: flexible support for enterprise-wide business processes
BPM'03 Proceedings of the 2003 international conference on Business process management
Beyond process mining: from the past to present and future
CAiSE'10 Proceedings of the 22nd international conference on Advanced information systems engineering
Business processes contextualisation via context analysis
ER'10 Proceedings of the 29th international conference on Conceptual modeling
A Context-Aware Framework for Business Processes Evolution
EDOCW '11 Proceedings of the 2011 IEEE 15th International Enterprise Distributed Object Computing Conference Workshops
CCBR–Driven business process evolution
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Integrating process learning and process evolution – a semantics based approach
BPM'05 Proceedings of the 3rd international conference on Business Process Management
Change mining in adaptive process management systems
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Using Recommendation to Support Adaptive Clinical Pathways
Journal of Medical Systems
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Business processes entail a large number of decisions that affect their business performance. The criteria used in these decisions are not always formally specified and optimized. The paper develops a semi-automated approach that improves the business performance of processes by deriving decision criteria from the experience gained through past process executions. The premise that drives the approach is that it is possible to identify a process path that would yield best performance at a given context. The approach uses data mining techniques to identify the relationships between context, path decisions, and process outcomes, and derives decision rules from these relationships. It is evaluated using a simulation of a manufacturing process, whose results demonstrate the potential of improving the business performance through the rules generated by the approach.