增强中小型企业的能力 "利用新一代人工智能的潜力提高复原力和竞争力"

IF 4.6 3区管理学 Q1 BUSINESS

IEEE Transactions on Engineering Management Pub Date : 2024-09-10 DOI:10.1109/TEM.2024.3456820

Elias G. Carayannis;Roman Dumitrescu;Tommy Falkowski;Nikos-Rigert Zota

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引用次数: 0

摘要

本研究探讨了生成式人工智能（Gen AI）如何增强中小企业（SMEs）的应变能力和竞争力。研究的核心问题是：在不断发展的数字环境中，中小企业如何利用创人工智能来应对挑战并抓住机遇？我们认为，新一代人工智能通过实现流程自动化、加强决策和促进创新，为中小企业提供了变革潜力，从而提高了它们在市场不确定性中适应和发展的能力。本文通过对中小企业和新一代人工智能的全面分析，强调了人工智能战略整合的重要性，探讨了相关挑战，并提出了支持中小企业利用人工智能实现可持续增长的政策建议。通过探讨现实世界的实例和理论见解，我们旨在为中小企业提供在创人工智能时代取得成功所需的方向、行动和战略。

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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Empowering SMEs “Harnessing the Potential of Gen AI for Resilience and Competitiveness”

This study investigates how generative artificial intelligence (Gen AI) can enhance the resilience and competitiveness of small and medium enterprises (SMEs). The central question addressed is: How can SMEs leverage Gen AI to navigate challenges and capitalize on opportunities in an evolving digital landscape? We argue that Gen AI offers transformative potential for SMEs by automating processes, enhancing decision-making and fostering innovation, thereby improving their ability to adapt and thrive amidst market uncertainties. Through a comprehensive analysis of SMEs and Gen AI, this article underscores the importance of strategic AI integration, addresses the associated challenges, and provides policy recommendations to support SMEs in harnessing AI for sustainable growth. By exploring real-world examples and theoretical insights, we aim to equip SMEs with the directions, actions, and strategies necessary to succeed in the Gen AI era.

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来源期刊

IEEE Transactions on Engineering Management 管理科学-工程：工业

CiteScore

10.30

自引率

19.00%

发文量

604

审稿时长

5.3 months

期刊介绍： Management of technical functions such as research, development, and engineering in industry, government, university, and other settings. Emphasis is on studies carried on within an organization to help in decision making or policy formation for RD&E.