Title | ||
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An Approach Based on Bayesian Network for Improving Project Management Maturity: An Application to Reduce Cost Overrun Risks in Engineering Projects |
Abstract | ||
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•Proposal of a method to establish the causal relationship between project management maturity and project overcost•Use of machine learning and human expertise to predict the risk of cost overruns•Qualitative (by experts) and quantitative assessment of Bayesian network performance•User case in a historical database of Oil and Gas Offshore engineering projects.•Simulation of scenarios, and proposition of recommendations to reduce the probability of overcosts. |
Year | DOI | Venue |
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2020 | 10.1016/j.compind.2020.103227 | Computers in Industry |
Keywords | DocType | Volume |
Bayesian Networks,Cost Overrun,Knowledge Modeling,Maturity Model,Project Management | Journal | 119 |
ISSN | Citations | PageRank |
0166-3615 | 0 | 0.34 |
References | Authors | |
0 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Felipe Sanchez | 1 | 0 | 0.34 |
Sopra Steria | 2 | 0 | 0.34 |
Eric Bonjour | 3 | 56 | 8.62 |
Micaelli, J.-P. | 4 | 5 | 1.45 |
Davy Monticolo | 5 | 72 | 10.01 |