Introduction to Process Analytics

Business Process Analytics in R

Gert Janssenswillen

Creator of bupaR

Business Processes

Business Process Analytics in R

Event data

Business Process Analytics in R

Process data

Business Process Analytics in R

Why?

Business Process Analytics in R

What?

Business Process Analytics in R

Who?

Business Process Analytics in R

Process analysis workflow

  1. Extraction: transform raw data into event data
  2. Processing: enrich and filter event data
  3. Analysis: gain useful insights in the process
Business Process Analytics in R

Event Data Extraction

From raw data to event data

Business Process Analytics in R

Event Data Preprocessing

Aggregation: remove redundant details

Enrichment: add useful data attributes

Filtering: focus your analysis

Business Process Analytics in R

Event Data Analysis

Organizational

Control-flow

Performance

And also

  • Multivariate analysis
  • Include additional data attributes
Business Process Analytics in R

Let's practice!

Business Process Analytics in R

Preparing Video For Download...