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Application of Association Rule Mining in Supplier Selection Criteria
Abstract:In this paper the application of rule mining in order to review the effective factors on supplier selection is reviewed in the following three sections 1) criteria selecting and information gathering 2) performing association rule mining 3) validation and constituting rule base. Afterwards a few of applications of rule base is explained. Then, a numerical example is presented and analyzed by Clementine software. Some of extracted rules as well as the results are presented at the end.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1083659Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF
 G.W. Dickson, An analysis of vendor selection systems and decisions, Journal of Purchasing 2 (1) (1966), pp. 5-17.
 C.A. Weber, J.R. Current and W.C. Benton, Vendor selection criteria and methods, European Journal of Operational Research 50 (1) (1991), pp. 2-18.
 C.A. Weber, J.R. Current and A. Desai, Non-cooperative negotiation strategies for vendor selection, European Journal of Operational Research 108 (1998), pp. 208-223.
 L. De Boer, E. Labro and P. Morlacchi, A review of methods supporting supplier selection, European Journal of Purchasing & Supply Management 7 (2) (2001), pp. 75-89.
 Morlacchi, P. (1999). Vendor evaluation and selection: the design process and a fuzzy-hierarchical model. In Proceedings of 8th International Annual IPSERA Conference, Belfast, Dublin.
 S.H. Ghodsypour and C. O-Brien, A decision support system for supplier selection using an integrated analytic hierarchy process and linear programming, International Journal of Production Economics (1998), pp. 199-212.
 C.A. Weber, J.R. Current and A. Desai, An optimization approach to determining the number of vendors to employ, Supply Chain Management: an International Journal 5 (2) (2000), pp. 90-98.
 G. Wang, S.H. Huang and J.P. Dismukes, Product-driven supply chain selection using integrated multi-criteria decision-making methodology, International Journal of Production Economics 91 (1) (2004), pp. 1-15.
 Sung Ho Ha and Ramayya Krishnan, A hybrid approach to supplier selection for the maintenance of a competitive supply chain, Expert Systems with Applications, Volume 34,Issue 2, February 2008, Pages 1303-1311
 Sushmita Mitra, Tinku Acharya, Data Mining Multimedia, Soft Computing and Bioinformatics, John Wiley & Sons Publication, (2003) pp 269-271