Great partners: how deep learning and blockchain help improve business operations together
Journal
Annals of Operations Research
Date Issued
2021
Author(s)
Luo S.
Abstract
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? applications for BKC, BKC? 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. ? 2021, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
Subjects
Blockchain; Business operations; Deep learning; Literature review; Operations research
Publisher
Springer
Type
journal article