Structuredness

Business Process Analytics in R

Gert Janssenswillen

Creator of bupaR

Control-flow

Business Process Analytics in R

Further analysis

Metrics

  • Entry and exit points
  • Length of cases
  • Presence of activities
  • Rework

Visuals

  • Process map
  • Trace explorer
  • Precedence matrix
Business Process Analytics in R

Entry & Exit points

log_healthcare %>%
    start_activities("activity") %>%
    plot()


log_healthcare %>%
    end_activities("activity") %>%
    plot()

Business Process Analytics in R

Rework

An example patient history

  • Repetitions
    • Surgery > ... > Surgery
  • Self-loop
    • Assessment > Assessment
Business Process Analytics in R

Precedence matrix

Business Process Analytics in R

Precedence matrix

Creating precedence matrices

eventlog %>% precedence_matrix(type = "absolute") %>% plot()
Business Process Analytics in R

Precedence matrix Example

Business Process Analytics in R

Let's practice!

Business Process Analytics in R

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