Intelligent Identification of Corporate Tax Evasion Based on LM Neural Network

被引:0
|
作者
Xing Xiangyu [1 ]
Ye Youlin [2 ]
Xu Qicheng [3 ]
机构
[1] Shenyang Jianzhu Univ, Sch Informat & Control Engn, Shenyang 110168, Liaoning, Peoples R China
[2] Shenyang Jianzhu Univ, Sch Municipal & Environm Engn, Shenyang 110168, Liaoning, Peoples R China
[3] Shenyang Jianzhu Univ, Sch Sci, Shenyang 110168, Liaoning, Peoples R China
来源
2018 37TH CHINESE CONTROL CONFERENCE (CCC) | 2018年
关键词
Tax evasion; automobile sales enterprises; LM neural network;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Automobile sales eriterprises are an important part of tax revenue in China. Tax evasion is not conducive to the healthy development of the market. It has seriously damaged the national interest and damaged the fairness and justice of the automobile sales industry. This paper proposes an intelligent identification model based on big data for tax evasion in automobile sales enterprises. Using existing reports, selecting the maintenance margin, the VAT tax burden, agent insurance and license income as indicators, disquieting data and construct an expert sample, training LM neural network model. Results show that: The recognition accuracy of the model was 89%, and the results were assessed by ROC curve, which showed that the classification effect was good.
引用
收藏
页码:4507 / 4511
页数:5
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