金融普惠的大数据和人工智能:利益和问题

Peterson K. Ozili
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引用次数: 3

摘要

本文讨论了大数据和人工智能(AI)对普惠金融的好处和相关问题。人工智能和大数据对普惠金融的好处是:提高金融服务提供商的效率和风险管理;为拥有银行账户的成年人提供智能金融产品和服务;简化没有银行账户的成年人的开户流程,并使用替代信息为没有银行账户的成年人创建信用评分。与人工智能和大数据相关的几个问题需要解决,包括:熟练的人工智能工作者的短缺,金融生态系统中失业率的上升,人工智能系统设计中的无意识偏见,以及严格的数据隐私法造成的其他障碍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Big Data and Artificial Intelligence for Financial Inclusion: Benefits and Issues
This paper discusses the benefits and issues associated with big data and artificial intelligence (AI) for financial inclusion. The benefits of artificial intelligence and big data for financial inclusion are: improved efficiency and risk management for financial services providers; the provision of smart financial products and services to banked adults; simplification of the account opening process for unbanked adults and the creation of credit scores for unbanked adults using alternative information. Several issues associated with artificial intelligence and big data for financial inclusion that need to be addressed include: the shortage of skilled AI workers, increase in the level of unemployment in the financial ecosystem, the unconscious bias in the design of artificial intelligence systems, and other barriers caused by strict data privacy laws.
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