RWTH Process Mining Lecture 14: Decision Mining

Lecture 14 of the @RWTH #ProcessMining course presents the topic of decision mining. First the different process mining perspectives are presented and then approaches to enrich the process with data-based decision are explained in detail.

Enjoy the course! We hope it will inspire you to dive deeper into this wonderful world of process mining.

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, Tooling, Challenges
Closing

Twitter: #processmining @wvdaalst