Process Mining: Overview and Opportunities
ACM Transactions on Management Information Systems (TMIS)
Distributed process discovery and conformance checking
FASE'12 Proceedings of the 15th international conference on Fundamental Approaches to Software Engineering
Replaying history on process models for conformance checking and performance analysis
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
An SMT-Based discovery algorithm for c-nets
PETRI NETS'12 Proceedings of the 33rd international conference on Application and Theory of Petri Nets
Decomposing process mining problems using passages
PETRI NETS'12 Proceedings of the 33rd international conference on Application and Theory of Petri Nets
Aligning event logs and declarative process models for conformance checking
BPM'12 Proceedings of the 10th international conference on Business Process Management
Measuring privacy compliance using fitness metrics
BPM'12 Proceedings of the 10th international conference on Business Process Management
Repairing process models to reflect reality
BPM'12 Proceedings of the 10th international conference on Business Process Management
Where did i misbehave? diagnostic information in compliance checking
BPM'12 Proceedings of the 10th international conference on Business Process Management
Simplifying discovered process models in a controlled manner
Information Systems
Embedding conformance checking in a process intelligence system in hospital environments
BPM' 2012 Proceedings of the 2012 international conference on Process Support and Knowledge Representation in Health Care
Amending C-net discovery algorithms
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Data-aware process mining: discovering decisions in processes using alignments
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Diagnostic information for compliance checking of temporal compliance requirements
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Hierarchical conformance checking of process models based on event logs
PETRI NETS'13 Proceedings of the 34th international conference on Application and Theory of Petri Nets and Concurrency
Mining configurable process models from collections of event logs
BPM'13 Proceedings of the 11th international conference on Business Process Management
BPM'13 Proceedings of the 11th international conference on Business Process Management
Conformance checking in the large: partitioning and topology
BPM'13 Proceedings of the 11th international conference on Business Process Management
Decomposing Petri nets for process mining: A generic approach
Distributed and Parallel Databases
Process Discovery and Conformance Checking Using Passages
Fundamenta Informaticae - Application and Theory of Petri Nets and Concurrency, 2012
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The growing complexity of processes in many organizations stimulates the adoption of business process analysis techniques. Typically, such techniques are based on process models and assume that the operational processes in reality conform to these models. However, experience shows that reality often deviates from hand-made models. Therefore, the problem of checking to what extent the operational process conforms to the process model is important for process management, process improvement, and compliance. In this paper, we present a robust replay analysis technique that is able to measure the conformance of an event log for a given process model. The approach quantifies conformance and provides intuitive diagnostics (skipped and inserted activities). Our technique has been implemented in the ProM 6framework. Comparative evaluations show that the approach overcomes many of the limitations of existing conformance checking techniques.