| 支持向量机在煤炭营销风险评估中的应用研究 |
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| 引用本文： | 贾岩峰,王春雷,解海东,王志东.支持向量机在煤炭营销风险评估中的应用研究[J].工矿自动化,2011,37(7):68-71. |
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| 作者姓名： | 贾岩峰 王春雷 解海东 王志东 |
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| 作者单位： | 1. 煤炭科学研究总院,北京,100013
2. 中国煤炭科工集团有限公司,北京,100013 |
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| 基金项目： | 煤炭科学研究总院技术创新基金资助项目(2010CX06) |
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| 摘 要： | 介绍了支持向量机统计学习方法;结合煤炭营销管理的特点,提出了支持向量机在煤炭营销风险管理方面的应用方法。实验表明,采用支持向量机统计学习方法能够评估购煤客户的信用风险,帮助煤炭企业挑选优质客户,为煤炭企业积极防范和规避营销风险提供决策依据。
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| 关 键 词： | 煤炭营销 营销风险 风险评估 支持向量机 |
Application Research of SVM in Risk Assessment of Coal Marketing |
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| JIA Yan-feng,WANG Chun-lei,XIE Hai-dong,WANG Zhi-dong.Application Research of SVM in Risk Assessment of Coal Marketing[J].Industry and Automation,2011,37(7):68-71. |
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| Authors: | JIA Yan-feng WANG Chun-lei XIE Hai-dong WANG Zhi-dong |
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| Affiliation: | JIA Yan-feng1,WANG Chun-lei2,XIE Hai-dong1,WANG Zhi-dong1(1.China Coal Research Institute,Beijing 100013,China.2.China Coal Technology and Engineering Group Corporation,China) |
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| Abstract: | Statistical learning method of support vector machine and its application in risk management of coal marketing were introduced according to characteristics of coal marketing management.The experiments showed that the method can evaluate credit risk of customers and help coal enterprises to select quality customers,which offers decision basis to coal enterprises for actively preventing and avoiding marketing risks. |
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| Keywords: | coal marketing marketing risk risk assessment support vector machine |
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