APSsystem {bnRep} | R Documentation |
APSsystem Bayesian Network
Description
An ERP data quality assessment framework for the implementation of an APS system using Bayesian networks.
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);
Value
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
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.