Generalized best-first search strategies and the optimality of A*
Journal of the ACM (JACM)
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
Conformance checking of processes based on monitoring real behavior
Information Systems
Efficient Compliance Checking Using BPMN-Q and Temporal Logic
BPM '08 Proceedings of the 6th International Conference on Business Process Management
Process Mining: Discovery, Conformance and Enhancement of Business Processes
Process Mining: Discovery, Conformance and Enhancement of Business Processes
Runtime Verification for LTL and TLTL
ACM Transactions on Software Engineering and Methodology (TOSEM)
Better algorithms for analyzing and enacting declarative workflow languages using LTL
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 and verification of properties: an approach based on temporal logic
OTM'05 Proceedings of the 2005 Confederated international conference on On the Move to Meaningful Internet Systems - Volume >Part I
Replaying history on process models for conformance checking and performance analysis
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Efficient discovery of understandable declarative process models from event logs
CAiSE'12 Proceedings of the 24th international conference on Advanced Information Systems Engineering
Diagnostic information for compliance checking of temporal compliance requirements
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Enhancing declare maps based on event correlations
BPM'13 Proceedings of the 11th international conference on Business Process Management
Efficient recovery of missing events
Proceedings of the VLDB Endowment
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Process mining can be seen as the "missing link" between data mining and business process management. Although nowadays, in the context of process mining, process discovery attracts the lion's share of attention, conformance checking is at least as important. Conformance checking techniques verify whether the observed behavior recorded in an event log matches a modeled behavior. This type of analysis is crucial, because often real process executions deviate from the predefined process models. Although there exist solid conformance checking techniques for procedural models, little work has been done to adequately support conformance checking for declarative models. Typically, traces are classified as fitting or non-fitting without providing any detailed diagnostics. This paper aligns event logs and declarative models, i.e., events in the log are related to activities in the model if possible. The alignment provides then sophisticated diagnostics that pinpoint where deviations occur and how severe they are. The approach has been implemented in ProM and has been evaluated using both synthetic logs and real-life logs from Dutch municipalities.