基于关联规则的供应商交货延迟风险因素分析

Fan Zhang, Fajie Wei, S. Tian
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引用次数: 3

摘要

随着订单生产模式在企业中的盛行,供应商的交货延迟频繁发生。供应商的交货延迟风险会对企业完成客户订单造成不良影响。基于企业ERP系统的采购数据,识别供应商在交货中的延迟风险因素,利用数据挖掘方法得到延迟风险因素与延迟程度之间的关系。研究结论可以帮助企业更合理地选择供应商,更有效地降低延迟风险。
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Analysis of delay risk factors for the delivery of suppliers based on association rules
With the order production model prevalent in the enterprise, the delivery delays of supplier occur frequently. The delay risk of supplier in delivery will cause bad effect on enterprises to fulfill customers' orders. Based on the procurement data of the enterprise ERP system, this paper identifies delay risk factors of supplier in delivery and get the relationship between the delay risk factors and the delay degree with data mining method. The conclusions can help the enterprise select suppliers more reasonable and mitigate delay risk more effective.
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