How Textual Datasets Enhance the PADI-Web Tool?

Mathieu Roche, Mathieu Roche, Elena Arsevska, Elena Arsevska, Sarah Valentin, Sarah Valentin, Sarah Valentin, Sarah Valentin, Sarah Valentin, Sylvain Falala, Sylvain Falala, Julien Rabatel, Renaud Lancelot, Renaud Lancelot

2022

Abstract

The ability to rapidly detect outbreaks of emerging infectious diseases is a health priority of global health agencies. In this context, event-based surveillance (EBS) systems gather outbreak-related information from heterogeneous data sources, including online news articles. EBS systems, thus, increasingly marshal text-mining methods to alleviate the amount of manual curation of the freely available text. This paper documents the use of datasets obtained through an EBS system, PADI-Web (Platform for Automated extraction of Disease Information from the web), dedicated to digital outbreak detection in animal health. This paper describes the datasets used for improving 3 important tasks related to PADI-Web, i.e., news classification, information extraction and dissemination.

Paper Citation

in Harvard Style

Roche M., Arsevska E., Valentin S., Falala S., Rabatel J. and Lancelot R. (2022). How Textual Datasets Enhance the PADI-Web Tool?. In Proceedings of the 18th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, ISBN 978-989-758-613-2, pages 327-331. DOI: 10.5220/0011590400003318

in Bibtex Style

@conference{webist22,
author={Mathieu Roche and Elena Arsevska and Sarah Valentin and Sylvain Falala and Julien Rabatel and Renaud Lancelot},
title={How Textual Datasets Enhance the PADI-Web Tool?},
booktitle={Proceedings of the 18th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
year={2022},
pages={327-331},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011590400003318},
isbn={978-989-758-613-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 18th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,
TI - How Textual Datasets Enhance the PADI-Web Tool?
SN - 978-989-758-613-2
AU - Roche M.
AU - Arsevska E.
AU - Valentin S.
AU - Falala S.
AU - Rabatel J.
AU - Lancelot R.
PY - 2022
SP - 327
EP - 331
DO - 10.5220/0011590400003318