Non-Automated Activity count

View in library docs
NAutA(g)\mathit{NAutA}(g)
Dimension:
Quality
Granularity:
Group of cases

Description

Number of non-automated activities that occur in a group of cases.

Potential use

Event log that contains automated activities.

Assumptions

Non-automated activities are prone to errors, which reduces the quality of the process.

Desired Value:

MINIMIZE

Required attributes

act
case

Equations

Formula for practitioners

a(cgact(c)){1if aAutl0otherwise\displaystyle \sum_{a \in (\cup _{c \in g} \mathit{act}(c))} \begin{cases} 1 & \text{if } a \notin \mathit{Autl} \\ 0 & \text{otherwise} \end{cases}

act(c)\mathit{act}(c) returns the set of activities that occurred in case cc.
Autl\mathit{Autl} returns the set of automated activities.

Formal Definition

(cgact(c))\Autl|(\cup _{c \in g} \mathit{act}(c)) \backslash \mathit{Autl}|

Tags

act
case

Python implementation

This indicator is implemented in the process_performance_indicators Python library.

process_performance_indicators.indicators.quality.groups.non_automated_activity_count