Aligning Event Logs and Process Models for Multi ...

Aligning Event Logs and Process Models forMulti- perspective conformance checking : AnApproach Based on Integer Linear ProgrammingMassimiliano de Leoni and Wil M. P. van der AalstEindhoven University of Technology, Eindhoven, The organizations have invested in collections of descriptive and/ornormative Process Models , but these rarely describe the actual processes ade-quately. Therefore, a variety of techniques forconformance checkinghave beenproposed to pinpoint discrepancies between modeled and observed behavior. How-ever, these techniques typically focus on the control-flow andabstract from data,resources and time. This paper describes an approach that aligns Event log andmodel while takingallperspectives into account ( , also data, time and re-sources). This way it is possible to quantify conformance and analyze differencesbetween model and reality. The approach was implemented using ProM and hasbeen evaluated using both synthetic Event logs and a real-life case IntroductionToday s organizations are challenged to make their processes more efficient and effec-tive; costs and response times need to be reduced in all of today s industries.

Aligning Event Logs and Process Models for Multi-Perspective Conformance Checking: An Approach Based on Integer Linear Programming Massimiliano de Leoni and Wil M. P. van der Aalst

Loading..

Tags:

  Multi, Perspective, Approach, Checking, Aligning, Conformance, For multi perspective conformance checking, An approach

Information

Related search queries