Mining insurance data at Swiss life

被引:0
|
作者
Kietz, JU [1 ]
Reimer, U [1 ]
Staudt, M [1 ]
机构
[1] Swiss Life, Informat Syst Res, CH-8022 Zurich, Switzerland
关键词
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
Huge masses of digital data about products, customers and competitors have become available for companies in the services sector. In order to exploit its inherent (and often hidden) knowledge for improving business processes the application of data mining technology is the only way for reaching good and efficient results, as opposed to purely manual and interactive data exploration. This paper reports the first steps of a project initiated at Swiss Life for mining its data resources from the life insurance business. Based on the Data Warehouse MASY collecting all relevant data from the OLTP systems for the processing of private life insurance contracts, a Data Mining environment is set up which integrates a palette of tools for automatic data analysis, in particular machine learning approaches.
引用
收藏
页码:562 / 566
页数:5
相关论文
共 50 条
  • [41] Investment risk rules mining in insurance business data with classifier method
    Tian, Jinlan
    Li, Ben
    Xiaoxing Weixing Jisuanji Xitong/Mini-Micro Systems, 2000, 21 (10): : 1035 - 1038
  • [42] Detecting Fraudulent Claims in Automobile Insurance Policies by Data Mining Techniques
    Simmachan, Teerawat
    Manopa, Weerapong
    Neamhom, Pailin
    Poothong, Achiraya
    Phaphan, Wikanda
    THAILAND STATISTICIAN, 2023, 21 (03): : 552 - 568
  • [43] Data mining a large health insurance database: a follow-up
    Gualtierotti, AF
    DATA MINING III, 2002, 6 : 769 - 778
  • [44] Risk factors selection with data mining methods for insurance premium ratemaking
    Omerasevic, Amela
    Selimovic, Jasmina
    ZBORNIK RADOVA EKONOMSKOG FAKULTETA U RIJECI-PROCEEDINGS OF RIJEKA FACULTY OF ECONOMICS, 2020, 38 (02): : 667 - 696
  • [45] Use of Data Mining Techniques to Detect Medical Fraud in Health Insurance
    Lin, Kuo-Chung
    Yeh, Ching-Long
    INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY INNOVATION, 2012, 2 (02) : 126 - 137
  • [46] Study on data mining application in CRM system based on insurance trade
    Chen, Yongqiang
    Hu, Leifang
    Seventh International Conference on Electronic Commerce, Vols 1 and 2, Selected Proceedings, 2005, : 839 - 841
  • [47] Study on the data mining method of vehicle insurance based on a rough set
    Che, H.
    Cheng, J.
    Ding, W. P.
    Manufacturing and Engineering Technology, 2015, : 155 - 157
  • [48] Customer Profitability Analysis of Automobile Insurance Market Based on Data Mining
    Xiahou, Jianbing
    Xu, Yanyu
    Zhang, Siyu
    Liao, Wenxuan
    2016 11TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE), 2016, : 603 - 609
  • [49] Probabilistic estimation-based data mining for discovering insurance risks
    Apte, Chidanand
    Grossman, Edna
    Pednault, Edwin P.D.
    Rosen, Barry K.
    Tipu, Fateh A.
    White, Brian
    IEEE Intelligent Systems and Their Applications, 1999, 14 (06): : 49 - 58
  • [50] Predicting Customer Churn in the Insurance Industry: A Data Mining Case Study
    Schena, Francesco
    REDISCOVERING THE ESSENTIALITY OF MARKETING, 2016, : 747 - 751