Status | 已发表Published |
Title | The Relationship between Mustard Import and COVID-19 Deaths: A Workflow with Cross-Country Text Mining |
Creator | |
Date Issued | 2022-10-01 |
Source Publication | Healthcare (Switzerland)
![]() |
ISSN | 2227-9032 |
Volume | 10Issue:10 |
Abstract | We developed a workflow for the search and screening of natural products by drawing from worldwide experiences shared by online platform users, illustrated how to cope with COVID-19 with a text-mining approach, and statistically tested the natural product identified. We built a knowledge base, which consists of three ontologies pertaining to 7653 narratives. Mustard emerged from texting mining and knowledge engineering as an important candidate relating to COVID-19 outcomes. The findings indicate that, after controlling for the containment index, the net import of mustard is related with reduced total and new deaths of COVID-19 for the non-vaccination time period, with considerable effect size (>0.2). |
Keyword | COVID-19 knowledge graph natural foods text-mining |
DOI | 10.3390/healthcare10102071 |
URL | View source |
Indexed By | SCIE ; SSCI |
Language | 英语English |
WOS Research Area | Health Care Sciences & Services |
WOS Subject | Health Care Sciences & Services ; Health Policy & Services |
WOS ID | WOS:000873295300001 |
Scopus ID | 2-s2.0-85140905351 |
Citation statistics |
Cited Times [WOS]:0
[WOS Record]
[Related Records in WOS]
|
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/10009 |
Collection | Faculty of Busines and Management |
Corresponding Author | Zhang, Liangbo |
Affiliation | 1.AI Data Analytics Lab,Beijing Normal University-Hong Kong Baptist University (BNU-HKBU United International College),Zhuhai,519087,China 2.Division of Science & Technology,Beijing Normal University-Hong Kong Baptist University (BNU-HKBU United International College),Zhuhai,519087,China 3.School of Economics and Management,Harbin Institute of Technology Shenzhen,Shenzhen,518000,China |
First Author Affilication | Beijing Normal-Hong Kong Baptist University |
Recommended Citation GB/T 7714 | Zhan, Ge,Yang, Fuming,Zhang, Liangboet al. The Relationship between Mustard Import and COVID-19 Deaths: A Workflow with Cross-Country Text Mining[J]. Healthcare (Switzerland), 2022, 10(10). |
APA | Zhan, Ge, Yang, Fuming, Zhang, Liangbo, & Wang, Hanfeng. (2022). The Relationship between Mustard Import and COVID-19 Deaths: A Workflow with Cross-Country Text Mining. Healthcare (Switzerland), 10(10). |
MLA | Zhan, Ge,et al."The Relationship between Mustard Import and COVID-19 Deaths: A Workflow with Cross-Country Text Mining". Healthcare (Switzerland) 10.10(2022). |
Files in This Item: | There are no files associated with this item. |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment