Event-based real-time decomposed conformance analysis
Visualitza/Obre
10.1007/978-3-662-45563-0_20
Inclou dades d'ús des de 2022
Cita com:
hdl:2117/24754
Tipus de documentText en actes de congrés
Data publicació2014
EditorSpringer
Condicions d'accésAccés obert
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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-based data streams, which is shown to be more efficient than related approaches and able to localize deviations in a more fine-grained manner. Our developed approach can be directly applied in business process contexts where rapid reaction times are crucial; an exhaustive case example is provided to evidence the validity of the approach.
Citacióvanden 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.
ISBN978-3-662-45562-3
Versió de l'editorhttp://link.springer.com/chapter/10.1007/978-3-662-45563-0_20
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