NDLI: Apports de l'analyse automatique multilingue pour la veille épidémiologique

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Apports de l'analyse automatique multilingue pour la veille épidémiologique

Content Provider	Semantic Scholar
Author	Lejeune, Gaël Brixtel, Romain Lecluze, Charlotte Doucet, Antoine
Copyright Year	2014
Abstract	La detection precoce des epidemies de maladie est un objectif primordial pour les autorites sanitaires. La presse en ligne constitue l'une des principales bases d'information pour detecter des que possible ces evenements epidemiologiques. L'analyse des dizaines de milliers d'articles publies chaque jour est couteuse. Differentes propositions d'approche automatique ont ete formulees ces dernieres annees. Le principal probleme pour ces systemes est de traiter plus de langues a un cout limite. Cependant, les systemes existants couvrent un eventail limite de langues (anglais, francais, russe, espagnol,…). Ainsi, lorsque le premier article est redige dans une autre langue, la rapidite de la detection est moindre. Dans cet article, nous proposons de comparer un systeme automatique massivement multilingue avec le systeme manuel de reference ProMED. Nous montrons comment l'augmentation de la couverture en langues amene une amelioration du delai de detection des evenements epidemiologiques.
File Format	PDF HTM / HTML
Alternate Webpage(s)	http://lexicometrica.univ-paris3.fr/jadt/jadt2014/01-ACTES/33-JADT2014.pdf
Alternate Webpage(s)	https://hal.archives-ouvertes.fr/hal-01075057/file/ACTI-LEJEUNE-2014-1.pdf
Alternate Webpage(s)	https://hal.archives-ouvertes.fr/hal-01075057/document
Alternate Webpage(s)	http://www.cs.helsinki.fi/u/doucet/papers/JADT2014.pdf
Language	English
Access Restriction	Open
Content Type	Text
Resource Type	Article

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