Bayesian networks for supply chain risk, resilience and ripple effect analysis: A literature review.

作者: Seyedmohsen Hosseini , Dmitry Ivanov

DOI: 10.1016/J.ESWA.2020.113649

关键词: Resilience (network)Graphical modelSupply chain managementSupply chain risk managementBig dataComplex networkBayesian networkData scienceRisk managementRisk analysisComputer sciencePsychological resilienceSupply chainRisk analysis (business)

摘要: … their conjunction with machine learning algorithms to solve … For example, consider that a model for predicting SC risk … ) on performance (eg, delivery delay, loss of market share). …

参考文章(116)
George A Zsidisin, Bob Ritchie, Supply chain risk : a handbook of assessment, management, and performance Springer Verlag. ,(2008)
Seyedmohsen Hosseini, Kash Barker, Jose E. Ramirez-Marquez, A review of definitions and measures of system resilience Reliability Engineering & System Safety. ,vol. 145, pp. 47- 61 ,(2016) , 10.1016/J.RESS.2015.08.006
Jennifer Blackhurst, Kaitlin S. Dunn, Christopher W. Craighead, An Empirically Derived Framework of Global Supply Resiliency Journal of Business Logistics. ,vol. 32, pp. 374- 391 ,(2011) , 10.1111/J.0000-0000.2011.01032.X
Anssi Käki, Ahti Salo, Srinivas Talluri, Disruptions in Supply Networks: A Probabilistic Risk Assessment Approach Journal of Business Logistics. ,vol. 36, pp. 273- 287 ,(2015) , 10.1111/JBL.12086
Dmitry Ivanov, Boris Sokolov, Alexandre Dolgui, None, The Ripple effect in supply chains: trade-off 'efficiency-flexibility-resilience' in disruption management International Journal of Production Research. ,vol. 52, pp. 2154- 2172 ,(2014) , 10.1080/00207543.2013.858836
Christopher W. Craighead, Jennifer Blackhurst, M. Johnny Rungtusanatham, Robert B. Handfield, The severity of supply chain disruptions: Design characteristics and mitigation capabilities Decision Sciences. ,vol. 38, pp. 131- 156 ,(2007) , 10.1111/J.1540-5915.2007.00151.X
Iris Heckmann, Tina Comes, Stefan Nickel, A critical review on supply chain risk – Definition, measure and modeling ☆ Omega-international Journal of Management Science. ,vol. 52, pp. 119- 132 ,(2015) , 10.1016/J.OMEGA.2014.10.004
Myles D Garvey, Steven Carnovale, Sengun Yeniyurt, None, An analytical framework for supply network risk propagation: A Bayesian network approach European Journal of Operational Research. ,vol. 243, pp. 618- 627 ,(2015) , 10.1016/J.EJOR.2014.10.034