Application of Artificial Intelligence in Forecasting: A Systematic Review

Albert Annor Antwi, Ayman Abdulsalam Mohamed Al-Dherasi
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引用次数: 3

Abstract

Purpose:- The aim of this reach is to identify how Artificial Intelligence (AI) could be used in enhancing forecasting to achieve more accurate outcomes. The research also explores the influence that forecasting has on global economy and the reasons why it needs to be accurate. Also, the research explains various pitfalls identified in forecasting. Method:- This research implements two research approaches which are review of literature and formulation of hypotheses. Seven hypotheses are created. Findings:- AI, when integrated with other technologies such as Machine Learning (ML) and when provided with the right computer power, yields much more accurate results than many other forecasting methods. The technology is costly, however, and it is prone to cyber-attacks. Conclusion:- The future of business is highly reliant on forecasting, which directly impacts the global economy. But, not every business will have the power to own the forecasting technology due to the cost, and business will need to increase security to protect the forecasting systems.
人工智能在预测中的应用:系统综述
目的:本范围的目的是确定如何使用人工智能(AI)来增强预测,以获得更准确的结果。研究还探讨了预测对全球经济的影响以及预测需要准确的原因。此外,该研究还解释了在预测中发现的各种缺陷。方法:本研究采用文献回顾和假设提出两种研究方法。由此产生了七个假设。研究结果:当人工智能与机器学习(ML)等其他技术相结合并提供适当的计算机能力时,产生的结果比许多其他预测方法要准确得多。然而,这项技术成本高昂,而且容易受到网络攻击。结论:-商业的未来高度依赖于预测,这直接影响到全球经济。但是,由于成本的原因,并不是每个企业都有能力拥有预测技术,而且企业需要增加安全性来保护预测系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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