释放人工智能在中小微企业中的潜力:系统的文献综述

Muhammad Raihan Satrio Putra Pamungkas, Angellina Asyivadibrata, Tasya Susilawati, Mochamad Nurul Huda
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引用次数: 2

摘要

人工智能经历了快速的进化,达到了一个复杂的程度,现在它被认为是一个个人助理,帮助人类完成日常任务。人工智能的潜力几乎可以在生活的每个领域看到,包括商业领域。有限的资源和技能能力,特别是对微型、小型和中型企业来说,往往会阻碍进步。然而,鉴于目前人工智能的先进水平,它已经成为支持业务参与者的一种创新且具有成本效益的解决方案。本研究从可靠和科学的来源系统地检查和讨论了在商业部门利用人工智能的潜力。本研究采用系统的文献回顾方法。该综述包括2019年至2023年间出版的scopus索引期刊,以及其他开放获取出版物。根据研究结果,共发现106篇研究,但经过筛选过程,研究数量减少到13篇。客户流失管理是人工智能最突出的应用。另一方面,从技术的角度来看,优化技术成为研究中最常讨论的话题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unleashing the Potentials of Artificial Intelligence for Micro, Small, and Medium Enterprises: A Systematic Literature Review
Artificial intelligence has undergone rapid evolution, reaching a level of sophistication where it is now considered a personal assistant, aiding humans in their daily tasks. The potential of artificial intelligence can be observed in almost every sector of life including the business sector. Limited resources and skill capabilities especially for micro, small, and medium enterprises tend to hinder progress. However, given the current advanced level of artificial intelligence, it has emerged as an innovative and cost-effective solution to support business actors. This research systematically examines and discusses the potential of utilizing artificial intelligence in the business sector from credible and scientific sources. A systematic literature review methodology is used for this study. The review encompasses Scopus-indexed journals published between 2019 and 2023, with additional open-access publications. Based on the research findings, 106 studies were found, however, after the screening process the number of studies is reduced to 13 articles. Customer churn management emerged as the most prominent utilization of artificial intelligence. On the other hand, from a technological perspective, optimization technique emerged as the most frequently addressed topic in the examined studies.  
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