食品行业中的大数据分析：最新文献综述
Big data analytics in food industry: a state-of-the-art literature review.
作者信息
Siddique Aftab, Gupta Ashish, Sawyer Jason T, Huang Tung-Shi, Morey Amit
机构信息
Department of Poultry Science, Auburn University, Auburn, AL, USA.
Department of Business Analytics and Information, Auburn University, Auburn, AL, USA.
出版信息
NPJ Sci Food. 2025 Mar 21;9(1):36. doi: 10.1038/s41538-025-00394-y.
The food industry has experienced rapid growth over the past two decades, driven by technological advancements that have generated vast quantities of complex data. However, the industry's ability to effectively analyze and leverage this data remains limited due to the lack of control over diverse variables. This review addresses a critical gap by exploring how AI-ML-based approaches can be applied to solve key challenges in the food sector.
在过去二十年中，食品行业经历了快速增长，这得益于技术进步所产生的大量复杂数据。然而，由于缺乏对各种变量的控制，该行业有效分析和利用这些数据的能力仍然有限。本综述通过探索基于人工智能-机器学习的方法如何应用于解决食品领域的关键挑战，填补了这一关键空白。
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