Conformance Checking and Object Centric Process Mining in Celonis and ProM
Ғылым және технология
This video introduces Conformance Checking and Object-Centric Process Mining in Celonis and ProM.
First, the newest version of #Celonis (May 2024) is shown, which includes the Object-Centric Data Model, the Multi-Object Process Explorer (MOPE), and the Process Adherence Manager (PAM). Note that PAM uses the inductive mining algorithm and alignments in the background. This illustrates #ObjectCentricProcessMining and #ConformanceChecking.
Second, the academic license version version of #Celonis is used to illustrate conformance checking. This uses a classical event log and token-based replay instead of alignments.
Third, conformance checking in #ProM is discussed. There are many plug-ins that can check conformance. Most of them are using alignments. Sometimes, this is integrated into a discovery plug-in and sometimes separate. Just select an event log and process model, and search for conformance checking.
The video was produced in the context of the BPI course at RWTH Aachen University.
Пікірлер: 5
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Thanks for the insight of the OCPM capabilities in Celonis, Wil! Given, that OCPM is very likely to be the standard of Process Mining in the near future: Is there the intention to also give students within the academic license the opportunity to use the facettes of OCPM in Celonis?
@wilvdaalst
17 күн бұрын
Yes, it will become the standard. No doubt about that, but vendors will implement it in different ways. This will become part of the academic alliance licence, but with some delay.
@treudefreude
15 күн бұрын
@@wilvdaalst Thank you for your quick answer, Wil! I have one more question, that you might be able to answer: Within the PAM, you show the section of the "Alignment Explorer". I remember, that Celonis used to do Conformance Checking via token-based replay techniques. Does the name imply, that actual alignment-based techniques are being used to compute these values, or is it token-based replay with its limitations still being used for this?
@wilvdaalst
15 күн бұрын
@@treudefreude In PAM alignments are used for conformance checking. In the classical analysis tool, token-based replay is used.