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Research on the Behavior Analysis and Prediction of Credit Card Fraud

机译:信用卡欺诈行为分析与预测研究

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With the development of economic globalization and the improvement of information technology, the new consumption mode of credit card overdraft is gradually applied in China, and there is a tendency of expanded scope of use. While development and challenges coexist, the problem of credit card fraud is increasingly exposed. This kind of fraud greatly hinders the development of national financial system, brings new problems to the risk control of commercial banks, and seriously affects the normal operation of market economy. Therefore, it is urgent to analyze and solve the problem. Based on this, this paper first explains the current situation of credit card use in China, explains the meaning of credit card fraud, then analyzes the motivation, influencing factors and identification consequences of fraud, and then establishes a monitoring and identification model of credit card fraud based on data mining algorithm and machine learning technology.
机译:随着经济全球化的发展和信息技术的提高,信用卡透支的新消费方式在中国逐步应用,趋势扩大使用范围。 虽然开发和挑战共存,信用卡欺诈问题越来越受到曝光。 这种欺诈极大地阻碍了国家金融体系的发展,为商业银行的风险控制带来了新的问题,严重影响了市场经济的正常运作。 因此,迫切需要分析和解决问题。 基于此,本文首先解释了当前中国信用卡的现状,解释了信用卡欺诈的意义,然后分析了欺诈的动机,影响因素和识别后果,然后建立了信用卡的监测和识别模型 基于数据挖掘算法和机器学习技术的欺诈。

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