Application of natural language processing algorithms for extracting information from news articles in event-based surveillance
Application of natural language processing algorithms for extracting information from news articles in event-based surveillance
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Full item details
- creativework.keywords - en
- natural language processing
- event-based surveillance
- algorithms
- information extraction
- open-source data
- dc.contributor.author
- Ng, Victoria
- Rees, Erin E.
- Niu, Jingcheng
- Zaghlool, Abdelhamid
- Ghiasbeglou, Homeira
- Verster, Adrian
- dc.date.accessioned
- 2024-07-05T15:15:59Z
- dc.date.available
- 2024-07-05T15:15:59Z
- dc.date.issued
- 2020-06-04
- dc.description.abstract - en
- The focus of this article is the application of natural language processing (NLP) for information extraction in event-based surveillance (EBS) systems. We describe common information extraction applications from open-source news articles and media sources in EBS systems, methods, value in public health, challenges and emerging developments.
- dc.description.abstract-fosrctranslation - fr
- Cet article porte sur l’application du traitement du langage naturel (TLN) pour l’extraction d’informations dans les systèmes de surveillance événementielle (SSE). Nous décrivons les applications courantes de l’extraction d’informations à partir d’articles de presse et de sources médiatiques de sources ouvertes dans les SSE, les méthodes, la valeur en matière de santé publique, les difficultés et les nouveaux développements.
- dc.identifier.citation
- Ng V, Rees EE, Niu J, Zaghlool A, Ghiasbeglou H, Verster A. Application of natural language processing algorithms for extracting information from news articles in event-based surveillance. Can Commun Dis Rep 2020;46(6):186–91. https://doi.org/10.14745/ccdr.v46i06a06
- dc.identifier.doi
- 10.14745/ccdr.v46i06a06
- dc.identifier.uri
- https://open-science.canada.ca/handle/123456789/2656
- dc.language.iso
- en
- dc.publisher
- Public Health Agency of Canada
- dc.relation.istranslationof
- https://open-science.canada.ca/handle/123456789/2657
- dc.rights - en
- Creative Commons Attribution 4.0 International (CC BY 4.0)
- dc.rights - fr
- Creative Commons Attribution 4.0 International (CC BY 4.0)
- dc.rights.openaccesslevel - en
- Gold
- dc.rights.openaccesslevel - fr
- Or
- dc.rights.uri - en
- https://creativecommons.org/licenses/by/4.0/
- dc.rights.uri - fr
- https://creativecommons.org/licenses/by/4.0/deed.fr
- dc.subject - en
- Health
- dc.subject - fr
- Santé
- dc.subject.en - en
- Health
- dc.subject.fr - fr
- Santé
- dc.title - en
- Application of natural language processing algorithms for extracting information from news articles in event-based surveillance
- dc.type - en
- Article
- dc.type - fr
- Article
- local.article.journalissue
- 6
- local.article.journaltitle
- Canada Communicable Disease Report (CCDR)
- local.article.journalvolume
- 46
- local.peerreview - en
- Yes
- local.peerreview - fr
- Oui
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