Great partners: how deep learning and blockchain help improve business operations together

被引:25
|
作者
Luo, Suyuan [1 ]
Choi, Tsan-Ming [2 ]
机构
[1] Shenzhen Univ, Coll Econ, Dept Transportat Econ & Logist Management, Shenzhen, Peoples R China
[2] Natl Taiwan Univ, Coll Management, Dept & Grad Inst Business Adm, Roosevelt Rd, Taipei 10617, Taiwan
关键词
Deep learning; Blockchain; Business operations; Operations research; Literature review; SUPPLY CHAIN OPERATIONS; INDUSTRIAL INTERNET; RISK ANALYSIS; TECHNOLOGY; FRAMEWORK; D2D; IOT; AUTHENTICATION; OPTIMIZATION; PERFORMANCE;
D O I
10.1007/s10479-021-04101-4
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Business operations have entered the digital era in which artificial intelligence (AI), machine learning (ML) and blockchain (BKC) have emerged as major disruptive forces. In AI and ML, deep learning is a critical area. In this paper, we aim to investigate how deep learning and BKC together can help improve business operations. We first examine the operations research (OR) literature related to the applications of deep learning for business operations. Then, we discuss the prior studies on using BKC for operations. After that, we explore deep learning's applications for BKC, BKC's applications for deep learning as well as how deep learning and BKC have been used together for business operations. Then, we construct a research framework and propose future research directions.
引用
收藏
页码:53 / 78
页数:26
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