人工智能在南非电子商务领域的应用:系统综述

T. A. Malapane, Nkanyiso Ndlovu
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摘要

在全球范围内,电子商务中的人工智能(AI)已被广泛接受。像南非这样的发展中国家预计将采用人工智能,特别是在其电子商务领域。尽管有证据表明电子商务正在迅速增长,但南非对电子商务的使用仍在增长,并有进一步增长的潜力。本研究采用滚雪球法进行系统评价。本研究共检索并发现107篇论文。这些是与电子商务和人工智能领域有关的论文。采用迭代法剔除与本研究无关的论文。这是通过向后和向前滚雪球来实现的。本文还回顾了人工智能在电子商务中的应用现状及其在南非商业环境中的应用,以及在线购物的有效性。这次审查的结果表明,南非在过去几十年里在电子商务中采用了人工智能。然而,进一步发现南非的电子商务空间面临着复杂的挑战和因素,包括物联网(IoT)的作用,大数据分析,道德问题,包括电子商务空间面临的隐私问题。政府在这一过程中的作用也值得注意,因为它是响应立法和政策方向的因素和游戏规则改变者。这项研究的主要结果表明,有必要在南非的背景下制定一个电子商务框架。
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The Adoption of Artificial Intelligence in the South African E-Commerce Space: A Systematic Review
Globally, Artificial Intelligence (AI) in e-commerce has been widely accepted. A developing country like South Africa is expected to adopt AI especially in its e-commerce spaces. Notwithstanding the evidence that e-commerce is growing rapidly, South Africa's use of e-commerce is still growing with potential to grow further. This current study makes use of systematic review using snowballing approach. A total of 107 papers were searched and discovered for this study. These are papers related to e-commerce and AI fields. Iterations were applied to eliminate papers that were not relevant to this study. This was performed by using backward and forward snowballing. The paper also reviews the status of AI adoption in e-commerce and its application to the business landscape in South African context as well as the effectiveness on online shopping. The results of this review exercise show that South Africa has adopted Ai in -ecommerce over the past decades. However, it was further discovered that South Africa's e-commerce space is confronted with complex challenges and factors including the role played by the Internet of Things (IoT), Big Data analytics, ethical issues including privacy matters confronting e-commerce spaces. The role of government in the process is also notable as a factor and game changer in response to legislation and policy direction. The key outcome of the study shows that there is a need for a development of a framework for e-commerce in the context of South Africa.
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