Research on the Applications of Data Mining in the Analysis of Vehicle Insurance Industry

J. Xiahou, Mengfei Xiao, Xiaojing He, Xu Cui
{"title":"Research on the Applications of Data Mining in the Analysis of Vehicle Insurance Industry","authors":"J. Xiahou, Mengfei Xiao, Xiaojing He, Xu Cui","doi":"10.1109/IMCEC51613.2021.9482172","DOIUrl":null,"url":null,"abstract":"With the improvement of information system of the insurance industry, the insurance company has accumulated a large number of vehicle insurance data. How to use these vast amounts of data resources more efficiently has become an urgent problem for the insurance industry to be solved, and data mining technology can solve the above problems. In this paper, decision tree algorithm is used for auto insurance business data mining and analysis, build a customer risk analysis model, which effectively reduces the risk of underwriting insurance companies.","PeriodicalId":240400,"journal":{"name":"2021 IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IMCEC51613.2021.9482172","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

With the improvement of information system of the insurance industry, the insurance company has accumulated a large number of vehicle insurance data. How to use these vast amounts of data resources more efficiently has become an urgent problem for the insurance industry to be solved, and data mining technology can solve the above problems. In this paper, decision tree algorithm is used for auto insurance business data mining and analysis, build a customer risk analysis model, which effectively reduces the risk of underwriting insurance companies.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
数据挖掘在车险行业分析中的应用研究
随着保险业信息系统的完善,保险公司积累了大量的车险数据。如何更高效地利用这些海量的数据资源,成为保险业亟待解决的问题,而数据挖掘技术可以解决上述问题。本文采用决策树算法对车险业务数据进行挖掘和分析,构建客户风险分析模型,有效降低保险公司承保风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
The HT-TBD Algorithm for Large Maneuvering Targets with Fewer Beats and More Groups Key Technologies of Heterogeneous System General Data Service based on Virtual Table Research on Plant Disease Detection Technology Based on Wireless Sensor Network Leaf Segmentation Algorithm Based on Improved U-shaped Network under Complex Background Research on Anti-jamming Simulation based on Circular Array Antenna
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1