{"title":"Ontology Creation based on Digital Transformation for Supply Chain Resilience","authors":"Jirawit Yanchinda, Fanke Xu","doi":"10.1109/ECTIDAMTNCON57770.2023.10139616","DOIUrl":null,"url":null,"abstract":"The disruption of the supply chain happens more frequently than in the past; meanwhile the organization is struggling with insufficient digital transformation for supply chain resilience. This research is going to conduct an ontology from the journal text to enable enterprise transfer to digital transformation. Use the database of the Web of science core collection; based on the R package, and we do the text mining from the top-20 high citation article to filter out related terms from the perspective of tf and tf-idf, manually select the ontologies to build up a roadmap integrated a three-line defense of supply chain resilience to matches the before, during, after disruption stages.","PeriodicalId":38808,"journal":{"name":"Transactions on Electrical Engineering, Electronics, and Communications","volume":"82 3 Suppl 1 1","pages":"165-170"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transactions on Electrical Engineering, Electronics, and Communications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECTIDAMTNCON57770.2023.10139616","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Engineering","Score":null,"Total":0}
引用次数: 0
Abstract
The disruption of the supply chain happens more frequently than in the past; meanwhile the organization is struggling with insufficient digital transformation for supply chain resilience. This research is going to conduct an ontology from the journal text to enable enterprise transfer to digital transformation. Use the database of the Web of science core collection; based on the R package, and we do the text mining from the top-20 high citation article to filter out related terms from the perspective of tf and tf-idf, manually select the ontologies to build up a roadmap integrated a three-line defense of supply chain resilience to matches the before, during, after disruption stages.
供应链的中断比过去发生得更频繁;与此同时，该组织正在努力解决供应链弹性的数字化转型不足的问题。本研究将对期刊文本进行本体化，使企业向数字化转型。利用Web of science核心馆藏数据库;基于R包，我们从前20位高引用文章中进行文本挖掘，从tf和tf-idf的角度过滤出相关术语，手动选择本体构建一个路线图，集成了供应链弹性的三线防御，以匹配中断之前，期间和之后的阶段。
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