A Descriptive Study of Credit Card Fraud Pattern

被引:6
|
作者
Jha, Sanjeev [1 ]
Westland, J. Christopher [2 ]
机构
[1] Univ New Hampshire, Whittemore Sch Business & Econ, Dept Decis Sci, McConnell Hall, Durham, NH 03824 USA
[2] Univ Illinois, Dept Informat & Decis Sci, Chicago, IL USA
关键词
Credit card fraud; descriptive analysis; fraud detection;
D O I
10.1177/0972150913494713
中图分类号
F [经济];
学科分类号
02 ;
摘要
We analyzed a dataset of fraudulent credit card transactions to uncover patterns in fraudulent transactions and to demonstrate the importance of focusing on suspicious transactions. We argue that revealed patterns in fraudulent transactions may help financial institutions update their practices and develop innovative mechanisms and systems to improve their performance at preventing and detecting credit card frauds.
引用
收藏
页码:373 / 384
页数:12
相关论文
共 50 条
  • [1] Credit card fraud
    Walsh, FJ
    PHOTONICS SPECTRA, 1997, 31 (03) : 12 - 12
  • [2] Credit Card Fraud Detection: A Case Study
    Agrawal, Ayushi
    Kumar, Shiv
    Mishra, Amit Kumar
    2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2015, : 5 - 7
  • [3] Credit Card Fraud Detection
    Tiwari, Mohit
    Sharma, Vipul
    Bala, Devashish
    Devansh
    Kaushal, Dishant
    JOURNAL OF ALGEBRAIC STATISTICS, 2022, 13 (02) : 1778 - 1789
  • [4] THE CREDIT CARD FRAUD ACT OF 1984 CLARIFICATION, OR FURTHER CONFUSION, OF THE LAW OF CREDIT CARD FRAUD
    BARRINGER, T
    ROBERTS, BS
    AMERICAN BUSINESS LAW JOURNAL, 1986, 24 (03) : 449 - 466
  • [5] Data mining for credit card fraud: A comparative study
    Bhattacharyya, Siddhartha
    Jha, Sanjeev
    Tharakunnel, Kurian
    Westland, J. Christopher
    DECISION SUPPORT SYSTEMS, 2011, 50 (03) : 602 - 613
  • [6] A Frequency-domain-based Pattern Mining for Credit Card Fraud Detection
    Saia, Roberto
    Carta, Salvatore
    IOTBDS: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, BIG DATA AND SECURITY, 2017, : 386 - 391
  • [7] CardCops nab credit card fraud
    不详
    COMPUTERS & SECURITY, 2002, 21 (06) : 487 - 488
  • [8] CREDIT CARD FRAUD - THE SITUATION TODAY
    BURGISSER, M
    KRIMINALISTIK, 1993, 47 (05): : 345 - 346
  • [9] Looking at debit and credit card fraud
    Porkess, Roger
    Mason, Stephen
    TEACHING STATISTICS, 2012, 34 (03) : 87 - 91
  • [10] CREDIT CARD FRAUD - THE NEGLECTED CRIME
    CAMINER, BF
    JOURNAL OF CRIMINAL LAW & CRIMINOLOGY, 1985, 76 (03): : 746 - 763