评估生成式人工智能在财务决策中的能力和局限性

IF 3.1 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Falak khan , Gabriela Pajtinková Bartáková , Ahmad Almadhor , Amna Qayyum , Kainaat Abeer , Aman Durrani
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引用次数: 0

摘要

金融服务业经历了巨大的变化,因此创新不断发生,以满足全球个人的新金融需求。虽然创新和复杂的金融产品为消费者提供了多种投资选择,但与此同时,这种多样性往往使决策过程复杂化,当面对太多的选择时,特别是那些可能基于人工智能的、技术过于先进而消费者无法理解的选择,因此消费者很难做出决定。开展这项研究背后的主要概念是分析发展中国家消费者在获取技术先进的金融产品的决策过程中更容易受到伤害的阶段。本定性研究基于50个访谈,使用定性SQL软件形成主题。研究结果表明,由于缺乏;金融和数字素养、银行合作、信任问题和监管差异。该研究还为从业者和政策制定者提出了更好和可持续的普惠金融建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating the capacity and limitations of generative AI in financial decision making
Financial services industry has experienced enormous changes, as a result innovations are constantly taking place to cater to new financial needs of individuals, globally. Though innovative and complex financial products present consumers with a variety of investment options, yet at the same time, this variety tends to complicate the decision-making process, when faced with too many options to choose from, especially ones that may be artificial intelligence based and too technologically advanced for consumers to understand, hence consumers find it challenging to reach a decision. The primary concept behind conducting this study is to analyse the phases at which consumers are more vulnerable in the developing countries by walking through their decision-making process of acquiring technologically advanced financial products. This qualitative study is based on 50 interviews and themes are formed using qualitive SQL software. The findings reveal that consumers are quite vulnerable due to the lack of; financial and digital literacy, bank cooperation, trust issues and regulative discrepancies. The study also makes recommendations for the practitioners and the policy makers for a better and sustainable financial inclusion.
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来源期刊
Computer Standards & Interfaces
Computer Standards & Interfaces 工程技术-计算机:软件工程
CiteScore
11.90
自引率
16.00%
发文量
67
审稿时长
6 months
期刊介绍: The quality of software, well-defined interfaces (hardware and software), the process of digitalisation, and accepted standards in these fields are essential for building and exploiting complex computing, communication, multimedia and measuring systems. Standards can simplify the design and construction of individual hardware and software components and help to ensure satisfactory interworking. Computer Standards & Interfaces is an international journal dealing specifically with these topics. The journal • Provides information about activities and progress on the definition of computer standards, software quality, interfaces and methods, at national, European and international levels • Publishes critical comments on standards and standards activities • Disseminates user''s experiences and case studies in the application and exploitation of established or emerging standards, interfaces and methods • Offers a forum for discussion on actual projects, standards, interfaces and methods by recognised experts • Stimulates relevant research by providing a specialised refereed medium.
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