Software process validation: quantitatively measuring the correspondence of a process to a model
ACM Transactions on Software Engineering and Methodology (TOSEM)
Principles of data mining
Measuring Behavioral Correspondence to a Timed Concurrent Model
ICSM '01 Proceedings of the IEEE International Conference on Software Maintenance (ICSM'01)
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
Discovering Expressive Process Models by Clustering Log Traces
IEEE Transactions on Knowledge and Data Engineering
Compliance checking between business processes and business contracts
EDOC '06 Proceedings of the 10th IEEE International Enterprise Distributed Object Computing Conference
Genetic process mining: an experimental evaluation
Data Mining and Knowledge Discovery
Conformance checking of processes based on monitoring real behavior
Information Systems
Business Process Management: Concepts, Languages, Architectures
Business Process Management: Concepts, Languages, Architectures
Robust Process Discovery with Artificial Negative Events
The Journal of Machine Learning Research
Modern Business Process Automation: YAWL and its Support Environment
Modern Business Process Automation: YAWL and its Support Environment
Understanding the occurrence of errors in process models based on metrics
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
The need for a process mining evaluation framework in research and practice: position paper
BPM'07 Proceedings of the 2007 international conference on Business process management
A fresh look at precision in process conformance
BPM'10 Proceedings of the 8th 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
Time prediction based on process mining
Information Systems
Process Mining: Discovery, Conformance and Enhancement of Business Processes
Process Mining: Discovery, Conformance and Enhancement of Business Processes
Process compliance analysis based on behavioural profiles
Information Systems
Compliance by design for artifact-centric business processes
BPM'11 Proceedings of the 9th international conference on Business process management
Conformance checking of interacting processes with overlapping instances
BPM'11 Proceedings of the 9th international conference on Business process management
Conformance Checking Using Cost-Based Fitness Analysis
EDOC '11 Proceedings of the 2011 IEEE 15th International Enterprise Distributed Object Computing Conference
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
Decomposing process mining problems using passages
PETRI NETS'12 Proceedings of the 33rd international conference on Application and Theory of Petri Nets
What makes a good process model?
Software and Systems Modeling (SoSyM)
Aligning event logs and declarative process models for conformance checking
BPM'12 Proceedings of the 10th international conference on Business Process Management
Context-Aware compliance checking
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
Diagnostic information for compliance checking of temporal compliance requirements
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Challenges in service mining: record, check, discover
ICWE'13 Proceedings of the 13th international conference on Web Engineering
Mining configurable process models from collections of event logs
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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Process mining techniques use event data to discover process models, to check the conformance of predefined process models, and to extend such models with information about bottlenecks, decisions, and resource usage. These techniques are driven by observed events rather than hand-made models. Event logs are used to learn and enrich process models. By replaying history using the model, it is possible to establish a precise relationship between events and model elements. This relationship can be used to check conformance and to analyze performance. For example, it is possible to diagnose deviations from the modeled behavior. The severity of each deviation can be quantified. Moreover, the relationship established during replay and the timestamps in the event log can be combined to show bottlenecks. These examples illustrate the importance of maintaining a proper alignment between event log and process model. Therefore, we elaborate on the realization of such alignments and their application to conformance checking and performance analysis. © 2012 Wiley Periodicals, Inc. © 2012 Wiley Periodicals, Inc.