Process Mining over multiple perspectives, dimensions, objects, entities, abstraction levels, etc. is gaining a lot of attention in the process mining field in 2021. If you want to learn more about the emerging topics in Multi… Process Mining, this short guide has you covered for the workshop day (1st Nov 2021) of the 3rd International Conference on Process Mining 2021 in Eindhoven https://icpmconference.org/2021/. By Dirk Fahland
I may have missed a talk. I made this overview is to the best of my understanding of the various announcements or prior knowledge on the presenters’ works. Let me know if I missed your talk that is also related to Multi… Process Mining.
The morning 9:00-10:15
ML4PM http://ml4pm2021.di.unimi.it, 1st Nov 09:00 – 10:15
Mahsa Pourbafrani, Shreya Kar, Wil van der Aalst and Sebastian Kaiser. Remaining Time Prediction for Processes with Inter-Case Dynamics, https://twitter.com/pads_rwth/status/1447848232986480640?s=21
Andrea Chiorrini, Claudia Diamantini, Alex Mircoli and Domenico Potena. Exploiting Instance Graphs and Graph Neural Networks for next activity prediction, https://iris.univpm.it/handle/11566/292094
PODS4H, https://pods4h.com, 1st Nov, 9:00-10:15
“Verifying Guideline Compliance in Clinical Treatment using Multi-Perspective Conformance Checking: a Case Study.” By Joscha Grüger, Tobias Geyer, Martin Kuhn, Ralph Bergmann and Stephan Alexander Braun.
The morning 11:00-12:15
ML4PM http://ml4pm2021.di.unimi.it, 1st Nov 11:00 – 12:15
Mahmoud Shoush and Marlon Dumas. Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach, https://arxiv.org/pdf/2109.02894v1.pdf
EdbA http://edba.science/program/, 1st Nov, 11:00-12:15
Tobias Brockhoff, Merih Seran Uysal, Isabelle Terrier, Heiko Göhner and Wil van der Aalst. Analyzing Multi-level BOM-structured Event Data.
SA4PM https://sa4pm.win.tue.nl/2021/program/ 11:00-11:25
PErrCas: Process Error Cascade Mining in Trace Streams, Anna Wimbauer, Florian Richter, and Thomas Seidl, https://sa4pm.win.tue.nl/2021/wp-content/uploads/sites/3/2021/10/ICPM2021_paper_150.pdf
PODS4H, https://pods4h.com, 1st Nov, 11:00-12:15
“Discovering care pathways for multi-morbid patients using event graphs.” By Milad Naeimaei Aali, Felix Mannhardt and Pieter Jelle Toussaint. https://twitter.com/milad_n_a/status/1446112238759153664?s=21
The afternoon 14:00-15:00
PQMI2021, http://processquerying.com/pqmi2021/, 1st Nov, 14:00-15:00
Celonis PQL: A Query Language for Process Mining, Jessica Ambros
The afternoon 15:45-16:15
PQMI2021, http://processquerying.com/pqmi2021/, 1st Nov, 15:45-16:05
An Event Data Extraction Approach from SAP ERP for Process Mining, Alessandro Berti, Gyunam Park, Majid Raﬁei and Wil van der Aalst, https://twitter.com/pads_rwth/status/1447552080831471626?s=21
EdbA http://edba.science/program/, 1st Nov, 15:45 – 17:15
Plenary Workshop Discussion on behavioral analytics and event data beyond classical event logs.
The only problem with this fully packed workshop program is: it’s impossible to follow all talks as a single person.
There is a lot more on Multi… Process Mining coming on the other days of the conference https://icpmconference.org/2021/events/ in research, tool demos, the industry day l, the XES 2.0 workshop, and at the vendor booths.