Unlocking AI's potential in the food supply chain: A novel approach to overcoming barriers

被引:0
|
作者
Ghag, Nikhil [1 ]
Sonar, Harshad [2 ]
Jagtap, Sandeep [3 ,4 ]
Trollman, Hana [5 ]
机构
[1] Indian Inst Management IIM, Dept Operat & Supply Chain Management, Mumbai 400087, Maharashtra, India
[2] Symbiosis Int Deemed Univ, Symbiosis Inst Operat Management SIOM, Operat & Supply Chain Management, Nasik 422008, India
[3] Lund Univ, Fac Engn, Div Engn Logist, S-22363 Lund, Sweden
[4] Cranfield Univ, Sustainable Mfg Syst Ctr, Fac Engn & Appl Sci, Cranfield MK43 0AL, England
[5] Univ Leicester Brookfield, Sch Business, Management, 266 London Rd, Leicester LE2 1RQ, England
关键词
Artificial intelligence; Food supply chain; Sustainability; DEMATEL-NK; Decision making; BIG DATA; ADOPTION; PERFORMANCE; TECHNOLOGY; MODEL; DETERMINANTS; INFORMATION; COOPERATION; CHALLENGES; MANAGEMENT;
D O I
10.1016/j.jafr.2024.101349
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
This paper delves into the challenges impeding the seamless integration of artificial intelligence (AI) within the food supply chain (FSC) and introduces a novel methodological framework that combines the NK Model with the Decision-Making Trial and Evaluation Laboratory (DEMATEL) technique. Through an exhaustive literature analysis and expert discussions, the research identifies and categorizes significant obstacles to AI deployment in the FSC. These hurdles include the imperative for a skilled labor force, financial limits, regulatory complexity and technological limitations. The unique DEMATEL-NK approach highlights the interconnected nature of these barriers, pinpointing the most critical impediments. The study's implications extend to the broader domains of AI adoption in agriculture and the food industry, offering a nuanced perspective for policymakers, industry stakeholders, and researchers. The findings underscore the imperative of overcoming these barriers for the successful implementation of AI technologies in the FSC, promising advancements in efficiency, quality, and sustainability. The innovative methodology not only sheds light on the interconnectedness of these barriers but also provides a systematic approach for prioritizing and implementing solutions. This research offers a fresh viewpoint on barrier relationships, guiding decision-makers in crafting effective strategies and interventions to propel AI integration in the FSC forward.
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页数:16
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