Artificial intelligence and big data analytics for supply chain resilience: a systematic literature review

供应链 弹性(材料科学) 背景(考古学) 系统回顾 人气 供应链管理 大数据 商业智能 知识管理 适应性 业务 分析 数据科学 计算机科学 营销 政治学 管理 经济 数据挖掘 梅德林 古生物学 物理 生物 法学 热力学
作者
Efpraxia D. Zamani,Conn Smyth,Samrat Gupta,Denis Dennehy
出处
期刊:Annals of Operations Research [Springer Science+Business Media]
卷期号:327 (2): 605-632 被引量:177
标识
DOI:10.1007/s10479-022-04983-y
摘要

Artificial Intelligence (AI) and Big Data Analytics (BDA) have the potential to significantly improve resilience of supply chains and to facilitate more effective management of supply chain resources. Despite such potential benefits and the increase in popularity of AI and BDA in the context of supply chains, research to date is dispersed into research streams that is largely based on the publication outlet. We curate and synthesise this dispersed knowledge by conducting a systematic literature review of AI and BDA research in supply chain resilience that have been published in the Chartered Association of Business School (CABS) ranked journals between 2011 and 2021. The search strategy resulted in 522 studies, of which 23 were identified as primary papers relevant to this research. The findings advance knowledge by (i) assessing the current state of AI and BDA in supply chain literature, (ii) identifying the phases of supply chain resilience (readiness, response, recovery, adaptability) that AI and BDA have been reported to improve, and (iii) synthesising the reported benefits of AI and BDA in the context of supply chain resilience.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
归尘应助科研通管家采纳,获得10
刚刚
归尘应助科研通管家采纳,获得10
1秒前
赘婿应助科研通管家采纳,获得10
1秒前
在水一方应助大胆绮兰采纳,获得10
1秒前
赘婿应助科研通管家采纳,获得10
1秒前
归尘应助科研通管家采纳,获得10
1秒前
隐形曼青应助科研通管家采纳,获得10
1秒前
Hello应助科研通管家采纳,获得10
1秒前
归尘应助科研通管家采纳,获得10
1秒前
FashionBoy应助科研通管家采纳,获得10
1秒前
SciGPT应助科研通管家采纳,获得10
1秒前
华仔应助科研通管家采纳,获得10
1秒前
doug完成签到,获得积分0
1秒前
归尘应助科研通管家采纳,获得10
1秒前
归尘应助科研通管家采纳,获得10
2秒前
研友_VZG7GZ应助CY采纳,获得10
2秒前
2秒前
传奇3应助科研通管家采纳,获得10
2秒前
归尘应助科研通管家采纳,获得10
2秒前
归尘应助科研通管家采纳,获得10
2秒前
我是老大应助科研通管家采纳,获得10
2秒前
Owen应助科研通管家采纳,获得10
2秒前
汉堡包应助科研通管家采纳,获得10
2秒前
CipherSage应助科研通管家采纳,获得10
2秒前
wlp鹏完成签到,获得积分10
2秒前
2秒前
科研通AI2S应助科研通管家采纳,获得10
3秒前
隐形曼青应助科研通管家采纳,获得10
3秒前
3秒前
乐乐应助科研通管家采纳,获得10
3秒前
Owen应助科研通管家采纳,获得10
3秒前
李健应助科研通管家采纳,获得10
3秒前
3秒前
3秒前
heniancheng完成签到 ,获得积分10
3秒前
3秒前
3秒前
打打应助科研通管家采纳,获得10
3秒前
3秒前
3秒前
高分求助中
A new approach to the extrapolation of accelerated life test data 1000
Cognitive Neuroscience: The Biology of the Mind 1000
Technical Brochure TB 814: LPIT applications in HV gas insulated switchgear 1000
Immigrant Incorporation in East Asian Democracies 500
Nucleophilic substitution in azasydnone-modified dinitroanisoles 500
不知道标题是什么 500
A Preliminary Study on Correlation Between Independent Components of Facial Thermal Images and Subjective Assessment of Chronic Stress 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3965950
求助须知:如何正确求助?哪些是违规求助? 3511289
关于积分的说明 11157176
捐赠科研通 3245859
什么是DOI,文献DOI怎么找? 1793182
邀请新用户注册赠送积分活动 874245
科研通“疑难数据库(出版商)”最低求助积分说明 804286