基于大数据分析的保险调查理赔系统设计与研究

Jihong Wu, Junmei Wang, Yanjun Liu
{"title":"基于大数据分析的保险调查理赔系统设计与研究","authors":"Jihong Wu, Junmei Wang, Yanjun Liu","doi":"10.1109/ICVRIS.2019.00059","DOIUrl":null,"url":null,"abstract":"In order to overcome the cumbersome procedures of insurance investigation and claim settlement and the difficulty of precise promotion of insurance services for specific customers, this paper proposes an insurance investigation and claim system based on big data analysis. This method is developed on the basis of agile model. It has case information management, investigation information management, claim settlement management, intelligent insurance recommendation, etc. Intelligent customer service and other core functions, relying on Web, mobile applications and social networks for data collection, filtering and real-time analysis of the collected large data information, using Hadoop framework to convert structured data into semi-structured or unstructured data, storage of data information, through advanced analysis, prediction model Type and visual query, mining and analyzing the extracted data, and finally displaying the results after analysis. The experimental results show that the insurance survey and claim system completes the business processing of one-click report, survey photos upload, efficient claim settlement and insurance recommendation, speeds up the claim processing speed, and realizes the personalized service and precise marketing of customer insurance.","PeriodicalId":294342,"journal":{"name":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Design and Research of Insurance Survey Claims System Based on Big Data Analysis\",\"authors\":\"Jihong Wu, Junmei Wang, Yanjun Liu\",\"doi\":\"10.1109/ICVRIS.2019.00059\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to overcome the cumbersome procedures of insurance investigation and claim settlement and the difficulty of precise promotion of insurance services for specific customers, this paper proposes an insurance investigation and claim system based on big data analysis. This method is developed on the basis of agile model. It has case information management, investigation information management, claim settlement management, intelligent insurance recommendation, etc. Intelligent customer service and other core functions, relying on Web, mobile applications and social networks for data collection, filtering and real-time analysis of the collected large data information, using Hadoop framework to convert structured data into semi-structured or unstructured data, storage of data information, through advanced analysis, prediction model Type and visual query, mining and analyzing the extracted data, and finally displaying the results after analysis. The experimental results show that the insurance survey and claim system completes the business processing of one-click report, survey photos upload, efficient claim settlement and insurance recommendation, speeds up the claim processing speed, and realizes the personalized service and precise marketing of customer insurance.\",\"PeriodicalId\":294342,\"journal\":{\"name\":\"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)\",\"volume\":\"44 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICVRIS.2019.00059\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Virtual Reality and Intelligent Systems (ICVRIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICVRIS.2019.00059","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

为了克服保险理赔流程繁琐、难以针对特定客户精准推广保险服务的问题,本文提出了一种基于大数据分析的保险理赔系统。该方法是在敏捷模型的基础上发展起来的。具有案件信息管理、侦查信息管理、理赔管理、智能保险推荐等功能。智能客服等核心功能,依托Web、移动应用和社交网络进行数据采集,对采集到的大数据信息进行过滤和实时分析,利用Hadoop框架将结构化数据转换为半结构化或非结构化数据,存储数据信息,通过高级分析、预测模型类型和可视化查询,对提取的数据进行挖掘和分析,最后将分析后的结果显示出来。实验结果表明,保险调查理赔系统完成了一键上报、调查照片上传、高效理赔、保险推荐等业务处理,加快了理赔处理速度,实现了客户保险的个性化服务和精准营销。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Research of Insurance Survey Claims System Based on Big Data Analysis
In order to overcome the cumbersome procedures of insurance investigation and claim settlement and the difficulty of precise promotion of insurance services for specific customers, this paper proposes an insurance investigation and claim system based on big data analysis. This method is developed on the basis of agile model. It has case information management, investigation information management, claim settlement management, intelligent insurance recommendation, etc. Intelligent customer service and other core functions, relying on Web, mobile applications and social networks for data collection, filtering and real-time analysis of the collected large data information, using Hadoop framework to convert structured data into semi-structured or unstructured data, storage of data information, through advanced analysis, prediction model Type and visual query, mining and analyzing the extracted data, and finally displaying the results after analysis. The experimental results show that the insurance survey and claim system completes the business processing of one-click report, survey photos upload, efficient claim settlement and insurance recommendation, speeds up the claim processing speed, and realizes the personalized service and precise marketing of customer insurance.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信