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@BipinOli90
@BipinOli90 17 күн бұрын
Interesting! Thanks for the lecture
@treudefreude
@treudefreude Ай бұрын
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
@wilvdaalst Ай 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
@treudefreude Ай 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
@wilvdaalst Ай бұрын
@@treudefreude In PAM alignments are used for conformance checking. In the classical analysis tool, token-based replay is used.
@znovuwin
@znovuwin 3 ай бұрын
❤❤❤❤
@parthsharma9194
@parthsharma9194 3 ай бұрын
Great tutorial! Been researching on process mining for some time. Would love to work with you someday!
@wilvdaalst
@wilvdaalst Ай бұрын
Thanks.
@dr.sanjaykumar9467
@dr.sanjaykumar9467 3 ай бұрын
How to find trap ,siphons, liveness, and deadlock. It will be helpful if you will explain with example.
@ShuoXu-
@ShuoXu- 4 ай бұрын
At 1:19:40 Why is the left-hand side Petri net NOT deadlock-free? T2 will always fire p1 and p3 at the same time. Once p1 has a token, then p2 will have a token that can fire with the token in p3 together, and then no tokens left in the net. Does it mean it is a deadlock?
@wilvdaalst
@wilvdaalst Ай бұрын
If t3 fires, there is not token in p1 and p2. This means that t1 and t2 can no longer fire and p1 and p2 remain empty. This implies that t3 is also dead. Hence, one can reach a dead marking.
@superfreiheit1
@superfreiheit1 4 ай бұрын
Awesome teaching quality. Can you create a course on Coursera? Would be great
@xxx_pro_mlg_noscop3r_xxx798
@xxx_pro_mlg_noscop3r_xxx798 5 ай бұрын
many thanks
@stannone7272
@stannone7272 7 ай бұрын
starts at 39:39
@FlickzTravel
@FlickzTravel 7 ай бұрын
Well Explained
@FlickzTravel
@FlickzTravel 9 ай бұрын
Very usefull
@user-ih2kv9bi8o
@user-ih2kv9bi8o 10 ай бұрын
Thank you so much respected sir for giving a wonderful explanation on OCPM 🙏
@wilvdaalst
@wilvdaalst Ай бұрын
Thanks!
@yabsramelkamu5373
@yabsramelkamu5373 10 ай бұрын
thank you... all about mathematics
@user-wl6qm6td2e
@user-wl6qm6td2e Жыл бұрын
Thank you for your excellent lectures, it's really good for me to understand Process Mining!!!
@wilvdaalst
@wilvdaalst Ай бұрын
Thanks!
@I_agree_with_you
@I_agree_with_you Жыл бұрын
Thank you..
@filipfolkesson3865
@filipfolkesson3865 Жыл бұрын
1:14:03 That should be an f in the righ-most transition right?
@wilvdaalst
@wilvdaalst Жыл бұрын
Yes, of course! Sorry for the typo.
@shanesavage2071
@shanesavage2071 Жыл бұрын
great info but, plan your lectures better, you stammer and pause a lot
@09142529
@09142529 Жыл бұрын
Hello professor Will van der Aalst, this is Elmer Gonzalez professor in a peruvian university in South America and I realize that this lecture is a great complement of your books in Process Mining. I will appreciate if you can help me in finding more information about how to use ProM since I am using it in my classes about Process Mining and how ProM can discover Petri net model, BPM model almost automatically.
@wilvdaalst
@wilvdaalst Ай бұрын
There are several online courses (Coursera and edX). This, KZfaq, and processmining.org are the best sources!
@TeYaKo
@TeYaKo Жыл бұрын
Thank you so much for all the information, that you share. You help me to improve my professionality.
@yusufgencer5766
@yusufgencer5766 Жыл бұрын
Dear Wil van der Aalst, thank you for this lesson. I have been following you on youtube and linkedin for a year and my goal is to do a data science master's and take your course. I hope next year I can :)
@andreashestermeyer2995
@andreashestermeyer2995 Жыл бұрын
I find the comparison of the tools based on the data set of 2000 purchase orders and their modifications extremely interesting. I have implemented a modification idea to the simple directly-folllows approach. Is the data you used to show the shortcomings of some commercial tools available for testing purposes?
@wilvdaalst
@wilvdaalst Жыл бұрын
I'm not 100% sure about these event logs. This was some time ago, and I have many. The zip file www.dropbox.com/s/6v6cqvll78sc0co/some-event-logs.zip?dl=0 contains three related event logs, and I think these are the ones I used here.
@gonan62
@gonan62 Жыл бұрын
Hay poco material en castellano
@huseyinsahan338
@huseyinsahan338 Жыл бұрын
Thank you for this wide structure, and concrete examples. Merhaba from Turkey!
@XiaoLi-ll5gl
@XiaoLi-ll5gl Жыл бұрын
Hi Prof! I am a student from China and my graduation project is about process mining. PM is really interesting and thanks for your lecture! Waiting for the update, especially the part of combination with deep learning!!!! I can't find record but only slides from summer school official websites.
@wilvdaalst
@wilvdaalst Жыл бұрын
The videos will be online soon. However, see lectures 14-16 of the Process Mining Course @ RWTH Aachen University (BPI 2021) kzfaq.info/sun/PLG_1ZxIPXO0uRZtlYxaLgc62kKfko8QQ6
@christbryannokamfotso3252
@christbryannokamfotso3252 Жыл бұрын
Please I would like to know a process enhancement tool
@christbryannokamfotso3252
@christbryannokamfotso3252 Жыл бұрын
Thanks for your tutorial. I would like to know for the third part of process mining which process optimisation are they tools that help to do it or based from the analysis made from the conformance checking phase you must know how to optimise it?
@wilvdaalst
@wilvdaalst Жыл бұрын
@@christbryannokamfotso3252 Three conformance checking techniques are discussed in detail. Note that ProM supports these, but Disco does not. Also note that the more mature higher-end process mining tools privide automation capabilities, e.g., Celonis embeds the Make/Integromat low-code automation tools. This way compliance and performance gaps are translated into actions in the source systems.
@wilvdaalst
@wilvdaalst Жыл бұрын
See response in other lecture.
@manueld7643
@manueld7643 Жыл бұрын
😳 p̲r̲o̲m̲o̲s̲m̲
@fanlovestory
@fanlovestory Жыл бұрын
What software/package do you use to draw the causal net on your slides? Thank you!
@wilvdaalst
@wilvdaalst Жыл бұрын
ProM. Use the Heuristic Miner implemented by Felix.
@kalan4787
@kalan4787 Жыл бұрын
What is easy to say is that BPM did not accomplish the goals that it set out to achieve, but that was mostly due to egregiously overhyped ideations of the amount of effort that it would take to monitor a living business process in a meaningful enough way that the business sponsors of those efforts could feel empowered that they were still in possession of decision making authority. I also think the intention to define OneTrueWay processes undercut the effort because politics invariably come into play when "there can be only one." Further exacerbating the issue is that implementation of BPM-centric solutions requires some fairly decently advanced skillsets, companies naively thought that anyone who had a degree was naturally imbued with these skills, then they death marched them into mine fields that were far too heavily mined for them to traverse successfully. That, in my opinion, was how it "failed."
@wilvdaalst
@wilvdaalst Жыл бұрын
I agree with what you say. However, I would add that old-school BPM-ers tend to resist data-driven approaches and stick to practices that only make sense in less digitalized environments.
@gonan62
@gonan62 Жыл бұрын
Very good! It's time to expand the BPM to help optimize and improve the delivery of value. It's necessary to integrate different disciplines and tools, to help the business from the Design, Simulation, Analysis, Dashboards and evolve the structure of the applications to record the events and that they are easily extracted for analysis. Long life to BPM!
@jagex4me
@jagex4me Жыл бұрын
So the concept of BPM did not fail. The snags it ran into triggered the creation of the two lifelines being Process Mining and RPA.
@wilvdaalst
@wilvdaalst Жыл бұрын
Agree.
@AdrianHeinUY
@AdrianHeinUY Жыл бұрын
awesome summary! thanks for sharing your knowledge, saludos desde Uruguay
@christbryannokamfotso3252
@christbryannokamfotso3252 Жыл бұрын
Hello thanks! Have a question: How do you know that you have a good process model?
@David-zg6ul
@David-zg6ul 2 жыл бұрын
Great lecture! :) I wonder what plug-in is used in ProM for conformance checking
@sunilpariwan2125
@sunilpariwan2125 2 жыл бұрын
Could you please provide the csv data
@rohanfarooq1704
@rohanfarooq1704 2 жыл бұрын
Thank you Sir, really appreciate the insight you provided through your lectures, God Bless <3
@paybackamvz6961
@paybackamvz6961 2 жыл бұрын
This is so underrated thanks
@dhemakumar1594
@dhemakumar1594 2 жыл бұрын
Inductive miner excellently explained. Thank you professor.
@kumark-sh8bg
@kumark-sh8bg 2 жыл бұрын
Dear Professor @Wil van der Aalst, This was a great presentation and an eye-opener for me. Would it be possible for you to share the slides, please?
@peacetumetoh6589
@peacetumetoh6589 2 жыл бұрын
thank you great Prof for this. Information on this out there is a bit scarce. im happy i found this
@Yaxoi
@Yaxoi 2 жыл бұрын
He also wrote a great (i.e. the) book on the topic
@smiles7546
@smiles7546 2 жыл бұрын
Great Lecture :) thank you very much
@buddy9362
@buddy9362 2 жыл бұрын
I was in search of content related to process mining ..Thank you so much for your efforts
@thilinasamarasinghe
@thilinasamarasinghe 2 жыл бұрын
Thank you professor this lecture series is highly interesing
@GivanniDrogo
@GivanniDrogo 2 жыл бұрын
Hi Wil van der Aalst, thank you for sharing these interessanti lectures. Is it possible to define the set of complete traces of a petri net as a regular expression?
@wilvdaalst
@wilvdaalst 2 жыл бұрын
If the Petri net is bounded it can be converted into a finate automaton. Using Kleene's algorithm transforms a given nondeterministic finite automaton (NFA) into a regular expression. However, the regular expressions will not be readable and may be extremely long and complicated. Hence, it has no real relevance.
@GivanniDrogo
@GivanniDrogo 2 жыл бұрын
Thank you @@wilvdaalst for the reply. My question about regular expression arise in order to solve this problem: given a set of Petri Nets is it possible to determine if there exist complete traces that belong to more then one Petri Net? Maybe there are better way, but regular expression seem a good representation to do this computation.
@eduardogoulartrocha8999
@eduardogoulartrocha8999 Жыл бұрын
@@GivanniDrogo If the Petri nets are bounded you can just compute the NFAs for each Petri net and check if the pairwise intersection of the NFAs. The intersection two NFAs will give you the NFA with the intersection of both accepted languages. If the intersection is non-empty, this will be the set of traces that belong to more than one Petri net
@margaretehurtgen2969
@margaretehurtgen2969 2 жыл бұрын
Man sieht ja Eschweiler und auch Stolberg ,aber die Aue ist gar nicht gefilmt
@maks.youtube.ALT1
@maks.youtube.ALT1 2 жыл бұрын
All in all, nice course! :)
@sapiensfiero6630
@sapiensfiero6630 2 жыл бұрын
is it possible to have a reference book for these lectures?
@rezaizadbakhsh9880
@rezaizadbakhsh9880 2 жыл бұрын
That's Great Professor
@duanegleason3360
@duanegleason3360 2 жыл бұрын
This is really fantastic content - thanks!