Cross-border electronic commerce’s new path: from literature review to AI text generation

Qing Zhu , Yinglin Ruan , Shan Liu , Sung-Byung Yang , Lin Wang , Jianhua Che
{"title":"Cross-border electronic commerce’s new path: from literature review to AI text generation","authors":"Qing Zhu ,&nbsp;Yinglin Ruan ,&nbsp;Shan Liu ,&nbsp;Sung-Byung Yang ,&nbsp;Lin Wang ,&nbsp;Jianhua Che","doi":"10.1016/j.dsm.2022.12.001","DOIUrl":null,"url":null,"abstract":"<div><p>Digitization, informatization, and Internet penetration have led to a significant rise in cross-border e-commerce (CBEC), attracting considerable interest from academia, government, and industry. This study employed a novel method combining automatic text generation technology and traditional bibliometric analysis to summarize and categorize the research on CBEC evolution from 2000 to 2021. Articles were selected and examined with a focus on four dimensions: customer, risk, supply chain, and platform. Contradictions in these dimensions were found to result in two major obstacles to CBEC development, namely, dataset sharing and platform scalability. These obstacles prevent research on cross-border platforms from moving beyond theory-based studies. Further research needs to examine how soft computing can be used to accelerate and remodel the global trade ecosystem.</p></div>","PeriodicalId":100353,"journal":{"name":"Data Science and Management","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Data Science and Management","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666764922000467","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Digitization, informatization, and Internet penetration have led to a significant rise in cross-border e-commerce (CBEC), attracting considerable interest from academia, government, and industry. This study employed a novel method combining automatic text generation technology and traditional bibliometric analysis to summarize and categorize the research on CBEC evolution from 2000 to 2021. Articles were selected and examined with a focus on four dimensions: customer, risk, supply chain, and platform. Contradictions in these dimensions were found to result in two major obstacles to CBEC development, namely, dataset sharing and platform scalability. These obstacles prevent research on cross-border platforms from moving beyond theory-based studies. Further research needs to examine how soft computing can be used to accelerate and remodel the global trade ecosystem.

跨境电子商务的新路径:从文献综述到人工智能文本生成
数字化、信息化和互联网渗透导致跨境电子商务(CBEC)显著兴起,吸引了学术界、政府和行业的极大兴趣。本研究采用了一种结合自动文本生成技术和传统文献计量分析的新方法,对2000年至2021年CBEC进化研究进行了总结和分类。文章的选择和审查侧重于四个维度:客户、风险、供应链和平台。这些维度上的矛盾导致了CBEC开发的两大障碍,即数据集共享和平台可扩展性。这些障碍阻碍了对跨境平台的研究超越基于理论的研究。需要进一步研究如何利用软计算来加速和重塑全球贸易生态系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
7.50
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信