Introduction to Process Analytics
Business Process Analytics in R
Gert Janssenswillen
Creator of bupaR
Business Processes
Event data
Process data
Why?
What?
Who?
Process analysis workflow
- Extraction: transform raw data into event data
- Processing: enrich and filter event data
- Analysis: gain useful insights in the process
Event Data Extraction
From raw data to event data
Event Data Preprocessing
Aggregation: remove redundant details
Enrichment: add useful data attributes
Filtering: focus your analysis
Event Data Analysis
Organizational
Control-flow
Performance
