Hi,
I would like to check if I can do process mining in SAS Entreprise Miner?
Is it possible to integrate process mining framework tools ProM (https://www.promtools.org/doku.php) or py4pm in SAS Entreprise Miner?
Regards,
Filbert
Hello,
SAS Enterprise Miner is not designed for process mining (starting from 'event logs').
You can do it, but you have to arrange , organize and set up everything yourselves (which might be a big effort).
https://www.element61.be/en/competence/process-mining
I think few people have used Enterprise Miner (latest version is 15.2) for this purpose.
Good luck,
Koen
Hi Koen,
The website is about the definition of process mining.
https://www.element61.be/en/competence/process-mining
Do you have any reference on how to do process mining with SAS Enterprise Miner?
Regards,
Filbert
Hello Filbert,
Let me try to find some info for you internally.
I do not have anything available off-hand.
Here are two SAS-blogs, but no SAS code nor Enterprise Miner tips to give you a head-start with your process mining.
Author is no longer working at SAS (I believe , ... there are so many Massimiliano's working in SAS Italy 😉).
What is process mining, and how can it help your business?
By Massimiliano Cea on Hidden Insights 12 February 2019
https://blogs.sas.com/content/hiddeninsights/2019/02/12/what-is-process-mining-and-how-can-it-help-y...
Using process mining to improve customer experience in telecoms
By Massimiliano Cea on Hidden Insights 6 December 2019
https://blogs.sas.com/content/hiddeninsights/2019/12/06/using-process-mining-to-improve-customer-exp...
Cheers,
Koen
Hello @filbert2021 ,
Have a look to this great resource / great paper :
Paper SAS5641-2016
Improve Your Business through Process Mining
David R. Duling and Emily (Yan) Gao, SAS Institute Inc.
https://support.sas.com/resources/papers/proceedings16/SAS5641-2016.pdf
More info might follow.
I have not gone yet through all the material my colleagues have sent me. ☹️
Cheers,
Koen
Hello,
There is no readily available "process mining" node in Enterprise Miner, that's for sure ☹️.
Hence, there's no way you can complete this case 'code-free'. 😒
You will need :
So the only part of the above steps that can be done with Enterprise Miner is the 2nd (detecting patterns and anomalies).
This also includes :
And remember this :
Process mining shares some algorithms with data mining but it is more focused on interpretation of the detected patterns rather than prediction. So, Deep Analytics is not necessarily the most important feature you need !
Cheers,
Koen
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Use this tutorial as a handy guide to weigh the pros and cons of these commonly used machine learning algorithms.
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