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Hierarchical conformance checking of process models based on event logs

Author
Munoz-Gama, J.; Carmona, J.; Aalst, W. M.P.
Type of activity
Presentation of work at congresses
Name of edition
34th International Conference on Application and Theory of Petri Nets and Concurrency
Date of publication
2013
Presentation's date
2013-06-28
Book of congress proceedings
Application and Theory of Petri Nets and Concurrency - 34th International Conference, PETRI NETS 2013, Milan, Italy, June 24-28, 2013. Proceedings
First page
291
Last page
310
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-38697-8_16 Open in new window
Project funding
Métodos formales y algoritmos para el diseño de sistemas
Repository
http://hdl.handle.net/2117/20709 Open in new window
URL
http://link.springer.com/chapter/10.1007/978-3-642-38697-8_16 Open in new window
Abstract
Process mining techniques aim to extract knowledge from event logs. Conformance checking is one of the hard problems in process mining: it aims to diagnose and quantify the mismatch between observed and modeled behavior. Precise conformance checking implies solving complex optimization problems and is therefore computationally challenging for real-life event logs. In this paper a technique to apply hierarchical conformance checking is presented, based on a state-of-the-art algorithm for deriving...
Citation
Muñoz, J.; Carmona, J.; Aalst, W. M.P. Hierarchical conformance checking of process models based on event logs. A: International Conference on Application and Theory of Petri Nets and Concurrency. "Application and Theory of Petri Nets and Concurrency - 34th International Conference, PETRI NETS 2013, Milan, Italy, June 24-28, 2013. Proceedings". Milan: Springer Berlin Heidelberg, 2013, p. 291-310.
Keywords
Conformance Checking, Process Diagnosis, Process Mining
Group of research
ALBCOM - Algorithms, Computational Biology, Complexity and Formal Methods

Participants

  • Muñoz Gama, Jorge  (author and speaker )
  • Carmona Vargas, Jose  (author and speaker )
  • Aalst, Wil M.P. van der  (author and speaker )