Automatic Annotation of Disposition Counts in News Articles

News media aggregate and report disposition counts during crises: how many people are affected, suspected affected, have died, and have recovered or been recovered; and they tend to do so in a timely and trustworthy manner. We present and evaluate a method for identifying these counts in unstructured natural language text, supporting downstream tasks such as automatic creation of epidemic curves.

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Publication Details

Journal
Studies in health technology and informatics
Published
2025-05-15
DOI
https://doi.org/10.3233/shti250502
Primary Topic
Data-Driven Disease Surveillance
Type
article
Field-Weighted Citation Impact
0.00
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article

Automatic Annotation of Disposition Counts in News Articles

Dave Carter, Simon Rodier
Studies in health technology and informatics
Data-Driven Disease Surveillance
article

Automatic Annotation of Disposition Counts in News Articles

Dave Carter, Simon Rodier
article en

Abstract

News media aggregate and report disposition counts during crises: how many people are affected, suspected affected, have died, and have recovered or been recovered; and they tend to do so in a timely and trustworthy manner. We present and evaluate a method for identifying these counts in unstructured natural language text, supporting downstream tasks such as automatic creation of epidemic curves.

Studies in health technology and informaticsVol. 327
National Research Council Canada (CA)
Good health and well-being
Openalex Percentile: Top 76%
Data-Driven Disease Surveillance
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Automatic Annotation of Disposition Counts in News Articles — Dave Carter, Simon Rodier · Studies in health technology and informatics (2025) | TGRS Research Map | TGRS