Qing Zhu , Yinglin Ruan , Shan Liu , Sung-Byung Yang , Lin Wang , Jianhua Che
{"title":"跨境电子商务的新路径:从文献综述到人工智能文本生成","authors":"Qing Zhu , Yinglin Ruan , Shan Liu , Sung-Byung Yang , Lin Wang , 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":"{\"title\":\"Cross-border electronic commerce’s new path: from literature review to AI text generation\",\"authors\":\"Qing Zhu , Yinglin Ruan , Shan Liu , Sung-Byung Yang , Lin Wang , 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}","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}
Cross-border electronic commerce’s new path: from literature review to AI text generation
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.