兵工自动化2025，Vol.44Issue(3)：61-65,72,6.DOI:10.7690/bgzdh.2025.03.013
基于数据驱动Apriori-RMM的装备采购合同履行风险评估
Data-driven Risk Assessment of Equipment Procurement Contract Fulfillment Based on Apriori-RMM
杨文俊 1谢力 2卢毅 3毛维平 3王敦宇4
作者信息
- 1. 海军工程大学管理工程与装备经济系,武汉 430030||海军装备部,北京 100036
- 2. 海军工程大学管理工程与装备经济系,武汉 430030
- 3. 海军装备部,北京 100036
- 4. 四川九洲电器集团有限责任公司质量体系部,四川 绵阳 621000
- 折叠
摘要
Abstract
In order to solve the problem that the risk assessment process of equipment procurement contract performance is affected by subjective factors,and the risk analysis method does not effectively explore the internal correlation mechanism between risks and results,a data-driven risk assessment method was proposed.Collect historical data related to the performance of equipment procurement contracts to form a contract risk database;The Apriori algorithm is used to mine the association rules of contract risk factors in the database,and the Bayesian network structure is constructed according to the association rules,so as to realize the visualization of the relationship between contract risk factors,and carry out risk analysis and problem prevention accordingly.This paper proposes a risk-based calculation method based on data-driven Apriori-RMM,which ranks the risk of a single factor and evaluates the overall risk of the contract.The results show that the case study verifies the feasibility and effectiveness of the model.关键词
数据驱动/Apriori-RMM/装备采购/风险评估Key words
data-driven/Apriori-RMM/equipment procurement/risk assessment分类
军事科技引用本文复制引用
杨文俊,谢力,卢毅,毛维平,王敦宇..基于数据驱动Apriori-RMM的装备采购合同履行风险评估[J].兵工自动化,2025,44(3):61-65,72,6.
