Expected Resource count

View in library docs
eR(g)\mathit{e}\mathit{R}(g)
Dimension:
Cost
Granularity:
Group of cases

Description

Expected number of resources that are involved in the execution of a case belonging to a group of cases.

Potential use

If the event log does not contain cost information, Expected Resource count can be used as a proxy for the cost performance of a group of cases.

Assumptions

Minimizing the number of resources involved is desirable.

Desired Value:

MINIMIZE

Required attributes

case
res

Equations

Formula for practitioners

cgR(c)C(g)\frac{\sum _{c \in g} \mathit{R}(c)}{\mathit{C}(g)}

R(c)\mathit{R}(c) returns the resource count for case cc.
C(g)\mathit{C}(g) returns the number of cases in group gg.

Formal Definition

cgR(c)C(g)\frac{\sum _{c \in g} \mathit{R}(c)}{\mathit{C}(g)}

Tags

case
res

Python implementation

This indicator is implemented in the process_performance_indicators Python library.

process_performance_indicators.indicators.cost.groups.expected_resource_count