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Event-based real-time decomposed conformance analysis

Author
vanden Broucke, S.K.L.M.; Munoz-Gama, J.; Carmona, J.; Baesens, B.; Vanthienen, J.
Type of activity
Presentation of work at congresses
Name of edition
22nd International Conference on Cooperative Information Systems
Date of publication
2014
Presentation's date
2014-10-31
Book of congress proceedings
On the Move to Meaningful Internet Systems: OTM 2014 conferences: Confederated International Conferences: CoopIS, and ODBASE 2014, Amantea, Italy, October 27-31, 2014: proceedings
First page
345
Last page
363
Publisher
Springer
DOI
https://doi.org/10.1007/978-3-662-45563-0_20 Open in new window
Project funding
Métodos formales y algoritmos para el diseño de sistemas
Repository
http://hdl.handle.net/2117/24754 Open in new window
URL
http://link.springer.com/chapter/10.1007/978-3-662-45563-0_20 Open in new window
Abstract
Process mining deals with the extraction of knowledge from event logs. One important task within this research field is denoted as conformance checking, which aims to diagnose deviations and discrepancies between modeled behavior and real-life, observed behavior. Conformance checking techniques still face some challenges, among which scalability, timeliness and traceability issues. In this paper, we propose a novel conformance analysis methodology to support the real-time monitoring of event-bas...
Citation
vanden Broucke, S.K.L.M. [et al.]. Event-based real-time decomposed conformance analysis. A: International Conference on Cooperative Information Systems. "On the Move to Meaningful Internet Systems: OTM 2014 conferences: Confederated International Conferences: CoopIS, and ODBASE 2014, Amantea, Italy, October 27-31, 2014: proceedings". Amantea: Springer, 2014, p. 345-363.
Keywords
Conformance analysis, Conformance checking, Event logs, Process decomposition, Process mining, Real-time monitoring
Group of research
ALBCOM - Algorithms, Computational Biology, Complexity and Formal Methods

Participants

  • vanden Broucke, Seppe  (author and speaker )
  • Muñoz Gama, Jorge  (author and speaker )
  • Carmona Vargas, Jose  (author and speaker )
  • Baesens, Bart  (author and speaker )
  • Vanthienen, Jan  (author and speaker )

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