可持续商业实践中的人工智能整合:对美国公司的文本挖掘分析

Sustainability Pub Date : 2024-07-24 DOI:10.3390/su16156334
Yavuz Selim Balcıoğlu, Ahmet Alkan Çelik, Erkut Altındağ
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引用次数: 0

摘要

人工智能(AI)正在改变全球的可持续商业战略,但其在美国企业中的具体应用仍未得到充分探索。本研究探讨了 2014 年至 2022 年人工智能在美国各行各业可持续发展工作中的整合情况。通过使用先进的文本挖掘技术分析 41 家领先的纳斯达克上市公司的 263 份可持续发展报告,我们揭示了如何利用人工智能应对环境和社会挑战的细微差别。我们的研究结果表明,人工智能的战略部署不仅能提高运营效率,还能推动环境的显著改善,如优化可再生能源的使用和减少排放。此外,人工智能的影响还扩展到促进工作场所安全、提高多样性和支持社区活动。这项研究强调了人工智能在推进可持续发展实践中的关键催化作用,为其他地区和行业利用技术实现更高的可持续发展提供了蓝图。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial Intelligence Integration in Sustainable Business Practices: A Text Mining Analysis of USA Firms
Artificial Intelligence (AI) is transforming sustainable business strategies globally, yet its specific applications within American enterprises remain underexplored. This study examines the integration of AI in sustainability efforts across various industries in the USA from 2014 to 2022. By analyzing 263 sustainability reports from 41 leading Nasdaq-listed firms using advanced text mining techniques, we uncover nuanced insights into how AI is employed to address environmental and social challenges. Our findings reveal a strategic deployment of AI not only to enhance operational efficiency, but also to drive significant environmental improvements, such as optimizing renewable energy usage and mitigating emissions. Additionally, AI’s impact extends to fostering workplace safety, enhancing diversity, and bolstering community initiatives. This research highlights the critical role of AI as a catalyst in advancing sustainable practices, providing a blueprint for other regions and industries aiming to leverage technology for greater sustainability.
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