This video shows a lecture of the Business Process Intelligence (BPI) course by prof.dr.ir. Wil van der Aalst.
This is the basic introduction course on Process Mining given at RWTH Aachen University.
The course was recorded in Spring 2020 due to the Covid-19 pandemic.
For more information visit [ Ссылка ] and [ Ссылка ].
Overview
1 Introduction to Process Mining
2 Decision Trees
3 Association Rules & Clustering
4 Introduction to Process Discovery
5 Petri Nets & Alpha Algorithm
6 Alpha Algorithm Continued
7 Quality of Discovered Models and Representations
8 Heuristic Mining
9 Region-Based Mining
10 Inductive Mining
11 Event Data and Exploration
12 Conformance Checking (1/2)
13 Conformance Checking (2/2)
14 Decision Mining
15 Organizational Mining & Bottleneck Analysis
16 Refined Process Mining Framework and Operational Support
17 Dealing with Big Event Data
18 Discussion of an old/possible exam
19 Summary of the Course and Next Steps
#processmining @wvdaalst
