Research on Design of Data-driven Equipment Procurement Contract Management Evaluation Based on the BP Neural Network Method

Mingxing Yuan, Xiaosong Li, Yujiao Jiang, Zenghua Li
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Abstract

Equipment procurement contract management evaluation is an important way to effectively monitor and reasonably judge the process of equipment procurement contract management. This paper uses the concept of “data-driven + evaluation research” to carry out the overall design of equipment procurement contract management evaluation, uses comprehensive integration method to build the evaluation system composed of seven elements, uses flow chart and problem feedback mechanism to construct the evaluation process, and uses the BP neural network method to construct and verify the evaluation model based on data. It provides theoretical and practical reference for the systematic development of equipment procurement contract management evaluation.
基于BP神经网络的数据驱动设备采购合同管理评估设计研究
设备采购合同管理评价是有效监控和合理判断设备采购合同管理过程的重要手段。本文采用“数据驱动+评价研究”的理念对装备采购合同管理评价进行总体设计,采用综合集成的方法构建由七个要素组成的评价体系,采用流程图和问题反馈机制构建评价过程,采用BP神经网络方法构建基于数据的评价模型并进行验证。为装备采购合同管理评价的系统化发展提供理论和实践参考。
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