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人工智能在食品安全智慧监管中的应用研究 被引量:15

Research on Application of Artificial Intelligence in Food Safety Intelligence Supervision
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摘要 食品供应链的任一环节的失误都可能会引起食品安全事故。现阶段造成食品安全事故的原因日趋复杂,传统的监管模式难以实现对食品安全真正意义上的监管,实施智慧监管显得尤为重要。人工智能作为新兴技术,探索其在智慧监管中的应用具有重要的实践意义。首先探讨食品安全事故发生的根本原因;然后围绕采购、生产、物流、销售等环节经常出现的问题,利用人工智能的智能检索、智能代理、专家系统、智能决策、模式识别、机器学习等技术,探讨人工智能技术在食品供应链各个环节的应用;最后希望依托人工智能技术实现食品安全智慧监管,提高管理效率,减少相关事故的发生。 Any mistake in the food supply chain can cause food safety accidents.At present,the causes of food safety accidents are becoming more and more complex.It is difficult to realize the supervision of food safety in the traditional supervision mode.It is particularly important to implement intelligence supervision.As an emerging technology,artificial intelligence has important practical significance for exploring its application in intelligence supervision.Firstly,discuss the root causes of food safety accidents,and then around the problems that often arise in the areas of procurement,production,logistics,sales,etc.,use intelligent search,intelligent agents,expert systems,intelligent decision-making,pattern recognition,machine learning and other technologies of artificial intelligence to explore the application of artificial intelligence technology in all aspects of food supply chain.Finally,hope to rely on artificial intelligence technology to achieve intelligent food safety supervision,improve management efficiency and reduce the occurrence of related accidents.
作者 王冀宁 吴雪琴 陈庭强 WANG Ji-ning;WU Xue-qin;CHEN Ting-qiang(School of Economic and Management,Nanjing Tech University,Nanjing 211816,China)
出处 《中国调味品》 CAS 北大核心 2018年第11期170-173,共4页 China Condiment
基金 江苏高校哲学社会科学优秀创新团队项目(2017ZSTD005) 江苏高校哲学社会科学重点项目(2017ZDIXM074)
关键词 人工智能 智慧监管 采购环节 生产环节 物流环节 销售环节 artificial intelligence intelligence supervision procurement link production link logistics link sales link
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