An overview of workflow management: from process modeling to workflow automation infrastructure
Distributed and Parallel Databases - Special issue on software support for work flow management
Discovering models of software processes from event-based data
ACM Transactions on Software Engineering and Methodology (TOSEM)
Event-based detection of concurrency
SIGSOFT '98/FSE-6 Proceedings of the 6th ACM SIGSOFT international symposium on Foundations of software engineering
Software process validation: quantitatively measuring the correspondence of a process to a model
ACM Transactions on Software Engineering and Methodology (TOSEM)
A Knowledge-based Approach to Handling Exceptions inWorkflow Systems
Computer Supported Cooperative Work
Mining Process Models from Workflow Logs
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Discovering Workflow Performance Models from Timed Logs
EDCIS '02 Proceedings of the First International Conference on Engineering and Deployment of Cooperative Information Systems
Process Miner - A Tool for Mining Process Schemes from Event-Based Data
JELIA '02 Proceedings of the European Conference on Logics in Artificial Intelligence
ER '96 Proceedings of the 15th International Conference on Conceptual Modeling
Process Mining: Discovering Direct Successors in Process Logs
DS '02 Proceedings of the 5th International Conference on Discovery Science
A methodological framework for business-oriented modeling of IT infrastructure
WSC '04 Proceedings of the 36th conference on Winter simulation
Discovering expressive process models from noised log data
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Machine-assisted design of business process models using descriptor space analysis
BPM'10 Proceedings of the 8th international conference on Business process management
Detecting implicit dependencies between tasks from event logs
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
BPM'06 Proceedings of the 2006 international conference on Business Process Management Workshops
Flexible business process management using forward stepping and alternative paths
BPM'05 Proceedings of the 3rd international conference on Business Process Management
Traceability and timeliness in messaging middleware
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part II
Middleware support for monitoring: privacy and audit in healthcare applications
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part I
Mining staff assignment rules from event-based data
BPM'05 Proceedings of the Third international conference on Business Process Management
Towards a framework for the agile mining of business processes
BPM'05 Proceedings of the Third international conference on Business Process Management
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Workflow systems utilize a process model for managing business processes. The model is typically a directed graph annotated with activity names. We view the execution of an activity as a time interval, and present two new algorithms for synthesizing process models from sets of systems' executions (audit log). A model graph generated by each of the algorithms for a process captures all its executions and dependencies that are present in the log, and preserves existing parallelism. We compare the model graphs synthesized by our algorithms to those of [1] by running themon simulated data. We observe that our graphs are more faithful in the sense that the number of excess and missing edges is consistently smaller and it depends on the size and quality of the log. In other words, we show that our time interval approach permits reconstruction of more accurate workflow model graphs from a log.