数字支付和金融犯罪的新威胁:文献计量学回顾

Vishnu Laxman , Nithyashree Ramesh , Senthil Kumar Jaya Prakash , Ravi Aluvala
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引用次数: 0

摘要

本研究运用共现网络分析、作者合作网络及主题映射等综合方法,探讨数位支付诈欺、金融犯罪及线上支付诈欺相关的学术研究趋势。该研究采用文献计量分析,利用Scopus数据集作为数据来源,以确定数字支付欺诈领域的关键主题、发展模式、有影响力的学者、研究人员和组织、高引用的出版物、未开发的集群领域和研究不足。使用R编程工具和VOS查看器软件工具对结果进行分析。结果包括增长率、出版物来源以及被检索研究领域作者之间的关系。通过关键词趋势、出现频率和引文分析来捕捉当前金融犯罪、数字支付欺诈和在线支付欺诈的研究趋势。其中出现了四个主要主题,分别是电子商务中的欺诈风险,欺诈检测和欺诈预防的创新学习系统,数字银行领域的行为意图和欺诈风险管理,最后是信息安全和欺诈预防。该研究发现,大多数研究都集中在数字签名、信用卡欺诈、区块链技术、人工智能等方面。这项研究有一些局限性,因为它使用了Scopus数据库和英文文章,忽略了中文、法语和西班牙语的出版物。此外,不可能查看每个相关的作者和文章。文献计量学分析的主观性也有其局限性。管理层可以利用从这些研究中获得的知识来衡量风险,投资于防止欺诈的技术,并开展意识和培训活动。金融机构可以采用符合现有规则和法律的技术和技术来减少欺诈性数字支付行为。这增强了支付安全性,从而提高了客户满意度和保留率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Emerging threats in digital payment and financial crime: A bibliometric review
This study investigates the academic research trends related to digital payment fraud, financial crime, and online payment fraud utilizing a comprehensive approach that includes co-occurrence network analysis, author collaboration networks, and theme mapping. The study employs bibliometric analysis utilizing the Scopus dataset as a source of data to identify key themes, developing patterns, influential academics, researchers, and organizations, highly referenced publications, unexplored cluster areas, and research deficiencies in the area of digital payment frauds. The R programming tool and VOS viewer software tools were used to analyse the results. The results encompassed growth rate, source of publications, and the relationship between authors in the domain of research that was retrieved. The keyword trends, frequency of occurrence, and citation analysis are presented to capture the current research trends in financial crime, digital payment fraud, and online payment fraud. The four major themes that emerged were fraud risk in e-commerce, innovative learning systems for fraud detection and fraud prevention, behavior intention and fraud risk management in the digital banking sector, and finally, information security and fraud prevention. The study observed that most research focused on digital signatures, credit card fraud, blockchain technology, artificial intelligence, and so on. The study has some limitations as it uses the Scopus database and articles in English, ignoring publications in Chinese, French, and Spanish. Also, it is not possible to look into each relevant author and article. The subjective nature of bibliometric analysis also poses limitations. The managerial level can use the knowledge gained from these studies to measure risk, invest in technologies that prevent fraud, and carry out awareness and training campaigns. Financial institutions can adopt techniques and technologies that comply with existing rules and laws to mitigate fraudulent digital payment practices. This enhances payment security, leading to customer satisfaction and retention.
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