bnRep (version 0.0.3)

APSsystem: APSsystem Bayesian Network

Description

An ERP data quality assessment framework for the implementation of an APS system using Bayesian networks.

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

Format

A discrete Bayesian network for data quality assessment. Probabilities were given within the referenced paper. The vertices are:

QPlanDeliveryTime

(Complete, Incomplete);

QSetupTime

(Complete, Incomplete);;

PlanDeliveryTime

(Complete, Incomplete);

SetupTime

(Complete, Incomplete);

NNTransactionData

(Complete, Incomplete);

NNMasterData

(Complete, Incomplete);

NNValues

(High, Low);

Completeness

(High, Low);

Consistency

(High, Low);

DataQuality

(High, Low);

References

Herrmann, J. P., Tackenberg, S., Padoano, E., Hartlief, J., Rautenstengel, J., Loeser, C., & Böhme, J. (2022). An ERP Data Quality Assessment Framework for the Implementation of an APS system using Bayesian Networks. Procedia Computer Science, 200, 194-204.