Скачать или смотреть Multi Dimensional Process Analysis (Tutorial at BPM 2022)

The tutorial introduces you to a new way of understanding and thinking about processes. It shows how to analyze processes from completely different angles with ready-to-use tools and real-life datasets. It covers
00:00:00 Processes and Objective of Tutorial - What are processes and what are we missing with current process analysis techniques?
00:09:48 Performance Spectrum - How to visualize event data in a way that we can analyze multiple process executions at once over time?
00:20:28 Emergent Dynamics, Tool Support - How to detect batching, dynamic bottlenecks, and cascades?
00:30:33 Convergence and Divergence - What kinds of false information is hidden in sequential event logs for processes over multiple data objects?
00:40:20 Event Knowledge Graphs - How to construct Event Knowledge Graphs to correctly represent event data over multiple objects and how to analyze them?
00:51:52 Analyzing Event Knowledge Graphs - How to infer new information? How to identify causes of delays?
00:58:24 Actor Behavior - How to model and analyze how how actors collaborate in processes using event knowledge graphs?
01:11:03 Neo4j and Real-Life Data sets - What insights can we gain on real-life proceses using neo4j?
01:18:02 Key Ideas of Multi-Dimensional Analysis - What are the fundamental principles of multi-dimensional process analysis?
01:22:01 Multi-Dimensional Modeling - How to model processes with a multi-dimensional mindset?
01:33:03 Process-Queue-Resource (PQR) Systems - A case study on how to model and reason across multiple behavioral dimensions.
01:43:04 Thinking Assistant - The next step in multi-dimensional process analysis

This tutorial on "Multi-Dimensional Process Analysis" was given at the International Conference on Business Process Management (BPM) 2022 in Muenster, Germany. https://doi.org/10.1007/978-3-031-161...