TY - JOUR
T1 - Cross-border electronic commerce's new path
T2 - from literature review to AI text generation
AU - Zhu, Qing
AU - Ruan, Yinglin
AU - Liu, Shan
AU - Yang, Sung Byung
AU - Wang, Lin
AU - Che, Jianhua
N1 - Publisher Copyright:
© 2022 Xi'an Jiaotong University
PY - 2023/3
Y1 - 2023/3
N2 - 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.
AB - 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.
KW - Cross-border e-commerce
KW - Literature review
KW - Platform
KW - Risk management
KW - Text generation
UR - https://www.scopus.com/pages/publications/85149720563
U2 - 10.1016/j.dsm.2022.12.001
DO - 10.1016/j.dsm.2022.12.001
M3 - 文章
AN - SCOPUS:85149720563
SN - 2666-7649
VL - 6
SP - 21
EP - 33
JO - Data Science and Management
JF - Data Science and Management
IS - 1
ER -