Artificial Intelligence Integration in Sustainable Business Practices: A Text Mining Analysis of USA Firms

被引：0
|
作者：
Balcioglu, Yavuz Selim [1 ]
Celik, Ahmet Alkan [2 ]
Altindag, Erkut [3 ]
机构：
[1] Gebze Tech Univ, Fac Business Adm, Dept Management Informat Syst, TR-41400 Gebze, Turkiye
[2] Dogus Univ, Fac Econ & Adm Sci, TR-34775 Umraniye, Turkiye
[3] Istanbul Beykent Univ, Fac Commun, New Media Dept, TR-34398 Sariyer, Turkiye
来源：
SUSTAINABILITY | 2024年 / 16卷 / 15期
关键词：
artificial intelligence; sustainable business; AI adoption; text mining; corporate sustainability; AI;
D O I：
10.3390/su16156334
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
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.
引用
收藏
页数：18
相关论文
共 50 条
  • [1] Current and Future Artificial Intelligence (AI) Curriculum in Business School: A Text Mining Analysis
    Chen, Liqiang
    [J]. Journal of Information Systems Education, 2022, 33 (04): : 416 - 426
  • [2] Legal Text Mining and Analysis Based on Artificial Intelligence
    Geng, Baiyang
    [J]. INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2022, 31 (04)
  • [3] The transformative potential of Generative Artificial Intelligence (GenAI) in business: a text mining analysis on innovation data sources
    Cano-Marin, Enrique
    [J]. ESIC MARKET, 2024, 55 (02):
  • [4] Balancing sustainability and innovation: The role of artificial intelligence in shaping mining practices for sustainable mining development
    Liang, Guangqi
    Liang, Yi
    Niu, Dongxiao
    Shaheen, Musarat
    [J]. RESOURCES POLICY, 2024, 90
  • [5] Sustainable Mining in the Era of Artificial Intelligence
    Chen, Long
    Xie, Yuting
    Wang, Yutong
    Ge, Shirong
    Wang, Fei-Yue
    [J]. IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2024, 11 (01) : 1 - 4
  • [6] Sustainable Mining in the Era of Artificial Intelligence
    Long Chen
    Yuting Xie
    Yutong Wang
    Shirong Ge
    Fei-Yue Wang
    [J]. IEEE/CAA Journal of Automatica Sinica, 2024, 11 (01) : 1 - 4
  • [7] Integration of artificial market simulation and text mining for market analysis
    Izumi, Kiyoshi
    Matsui, Hiroki
    Matsuo, Yutaka
    [J]. ADVANCES IN HYBRID INFORMATION TECHNOLOGY, 2007, 4413 : 404 - 413
  • [8] Integration of artificial market simulation and text mining for market analysis
    Kiyoshi Izumi
    Hiroki Matsui
    Yutaka Matsuo
    [J]. Soft Computing, 2007, 11 : 1199 - 1205
  • [9] Integration of artificial market simulation and text mining for market analysis
    Izumi, Kiyoshi
    Matsui, Hiroki
    Matsuo, Yutaka
    [J]. SOFT COMPUTING, 2007, 11 (12) : 1199 - 1205
  • [10] Adopting artificial intelligence in sustainable business
    Sipola, Juha
    Saunila, Minna
    Ukko, Juhani
    [J]. JOURNAL OF CLEANER PRODUCTION, 2023, 426
12345