A study on decision-making of food supply chain based on big data

Guojun Ji1, Limei Hu1, Kim Hua Tan2
1Collaborative Innovation Center for Peaceful Development of Corss-Strait Relations, Xiamen University, Xiamen, Fujian, 361005, China
2Operations Management & Information Systems Division, Nottingham University Business School, Nottingham, UK

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Albert, I., Grenier, E., Denis, J. B. & Rousseau, J. (2008). Quantitative risk assessment from farm to fork and beyond: aglobal Bayesian approach concerning food-borne diseases. Risk Analysis, 28(2): 557–571.

Anderson, R. D., Mackoy, R. D., Thompson, V. B. & Harrell, G. (2004). A Bayesian network estimation of the service-profit chain for transport service satisfaction. Decision Sciences, 35(4): 665–689.

Anica-popa I. (2012). Food traceability systems and information sharing in food supply chain. Management & Marketing, 7(4): 750–759.

Bidyuk, P. I., Terent’Ev, A. N. & Gasanov, A. S. (2005). Construction and methods of learning of Bayesian networks. Cybernetics and Systems Analysis, 41(4): 587–598.

Cene, E., & Karaman, F. (2015). Analysing organic food buyers’ perceptions with Bayesian networks: a case study in Turkey. Journal of Applied Statistics, 42(7): 1572–1590.

Cooper, G. F. & Herskovits, E. (1992). A Bayesian method for the induction of probabilistic networks from data. Machine Learning, 9(4): 309–347.

Corney, D. (2000). Designing food with bayesian belief networks. In Evolutionary Design and Manufacture, pp. 83-94. Springer London.

Heckerman, D., Mamdani, A. & Wellman, M. P. (1995). Real-world applications of Bayesian networks. Communications of the ACM, 38(3): 24–26.

Jensen, F. V. (1996). An introduction to Bayesian networks. London: University College London Press, pp. 33–41.

Kim, H. J. & Hooker, J. N. (2002). Solving fixed-charge network flow problems with a hybrid optimization and constraint programming approach. Annals of Operations Research, 115(1): 95–124.

Li, H. L. (1999). Incorporating competence sets of decision makers by deduction graphs. Operations Research, 47(2): 209–220.

Li, J., Tao, F., Cheng, Y. & Zhao, L. (2015). Big data in product lifecycle management. The International Journal of Advanced Manufacturing Technology, 81(1-4): 667-684.

Li, H. L. & Yu, P. L. (1994). Optimal competence set expansion using deduction graphs. Journal of Optimization Theory and Applications, 80(1): 75–91.

Lu, J., Bai, C. & Zhang, G. (2009). Cost-benefit factor analysis in e-services using Bayesian networks. Expert Systems with Applications, 36(3): 4617–4625.

Nicholson, A. E. & Jitnah, N. (1998). Using mutual information to determine relevance in Bayesian networks. In PRICAI’98: Topics in Artificial Intelligence, pp. 399–410. Springer Berlin Heidelberg.

Papadimitriou, C. H. & Steiglitz, K. (1998). Combinatorial optimization: algorithms and complexity. Courier Dover Publications, pp. 23–35.

Pearl, J. (1986). Fusion, propagation, and structuring in belief networks. Artificial Intelligence, 29(3): 241–288.

Stein, A. (2004). Bayesian networks and food security-an introduction. Frontis, 3: 107–116.

Taylor, D. H. & Fearne, A. (2006). Towards a framework for improvement in the management of demand in agri-food supply chains. Supply Chain Management: an International Journal, 11(5): 379–384.

Tien, J. M. (2013). Big data: unleashing information. Journal of Systems Science and Systems Engineering, 22(2): 127–151.

Tien, J. M. (2012). The next industrial revolution: integrated services and goods. Journal of Systems Science and Systems Engineering, 21(3): 257–296.

Tien, J. M. & Goldschmidt-Clermont, P. J. (2009). Healthcare: a complex service system. Journal of Systems Science and Systems Engineering, 18(3): 257–282.

Van Boekel, M. A. J. S. (2004). Bayesian solutions for food-science problems? Frontis, 3: 17–27.

Wolters, C. J. & Van Gemert, L. J. (1989). Towards an integrated model of sensory attributes, instrumental data and consumer perception of tomatoes. Part I. Relation between consumer perception and sensory attributes. In Workshop on Measuring Consumer Perception of Internal Product Quality, 259: 91–106.

Yu, M. & Nagurney, A. (2013). Competitive food supply chain networks with application to fresh produce. European Journal of Operational Research, 224(2): 273–282.