PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance

PADI-web (Platform for Automated extraction of animal Disease Information from the web) is a biosurveillance system dedicated to monitoring online news sources for the detection of emerging animal infectious diseases. PADI-web has collected more than 380,000 news articles since 2016. Compared to oth...
Ausführliche Beschreibung

Gespeichert in:

Autor*in:	Sarah Valentin [verfasserIn] Elena Arsevska [verfasserIn] Julien Rabatel [verfasserIn] Sylvain Falala [verfasserIn] Alizé Mercier [verfasserIn] Renaud Lancelot [verfasserIn] Mathieu Roche [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	2021

Schlagwörter:	Animal disease surveillance Software Text mining

Übergeordnetes Werk:	In: One Health - Elsevier, 2017, 13(2021), Seite 100357-
Übergeordnetes Werk:	volume:13 ; year:2021 ; pages:100357-

Links:	Link aufrufen Link aufrufen Link aufrufen Journal toc

DOI / URN:	10.1016/j.onehlt.2021.100357

Katalog-ID:	DOAJ019088612

Internformat


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allfields	10.1016/j.onehlt.2021.100357 doi (DE-627)DOAJ019088612 (DE-599)DOAJff323cc654384d86acddd88d1ab0140b DE-627 ger DE-627 rakwb eng R5-920 Sarah Valentin verfasserin aut PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier PADI-web (Platform for Automated extraction of animal Disease Information from the web) is a biosurveillance system dedicated to monitoring online news sources for the detection of emerging animal infectious diseases. PADI-web has collected more than 380,000 news articles since 2016. Compared to other existing biosurveillance tools, PADI-web focuses specifically on animal health and has a fully automated pipeline based on machine-learning methods. This paper presents the new functionalities of PADI-web based on the integration of: (i) a new fine-grained classification system, (ii) automatic methods to extract terms and named entities with text-mining approaches, (iii) semantic resources for indexing keywords and (iv) a notification system for end-users. Compared to other biosurveillance tools, PADI-web, which is integrated in the French Platform for Animal Health Surveillance (ESA Platform), offers strong coverage of the animal sector, a multilingual approach, an automated information extraction module and a notification tool configurable according to end-user needs. Animal disease surveillance Software Text mining Medicine (General) Elena Arsevska verfasserin aut Julien Rabatel verfasserin aut Sylvain Falala verfasserin aut Alizé Mercier verfasserin aut Renaud Lancelot verfasserin aut Mathieu Roche verfasserin aut In One Health Elsevier, 2017 13(2021), Seite 100357- (DE-627)835589811 (DE-600)2834831-X 23527714 nnns volume:13 year:2021 pages:100357- https://doi.org/10.1016/j.onehlt.2021.100357 kostenfrei https://doaj.org/article/ff323cc654384d86acddd88d1ab0140b kostenfrei http://www.sciencedirect.com/science/article/pii/S2352771421001476 kostenfrei https://doaj.org/toc/2352-7714 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4393 GBV_ILN_4700 AR 13 2021 100357-
spelling	10.1016/j.onehlt.2021.100357 doi (DE-627)DOAJ019088612 (DE-599)DOAJff323cc654384d86acddd88d1ab0140b DE-627 ger DE-627 rakwb eng R5-920 Sarah Valentin verfasserin aut PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier PADI-web (Platform for Automated extraction of animal Disease Information from the web) is a biosurveillance system dedicated to monitoring online news sources for the detection of emerging animal infectious diseases. PADI-web has collected more than 380,000 news articles since 2016. Compared to other existing biosurveillance tools, PADI-web focuses specifically on animal health and has a fully automated pipeline based on machine-learning methods. This paper presents the new functionalities of PADI-web based on the integration of: (i) a new fine-grained classification system, (ii) automatic methods to extract terms and named entities with text-mining approaches, (iii) semantic resources for indexing keywords and (iv) a notification system for end-users. Compared to other biosurveillance tools, PADI-web, which is integrated in the French Platform for Animal Health Surveillance (ESA Platform), offers strong coverage of the animal sector, a multilingual approach, an automated information extraction module and a notification tool configurable according to end-user needs. Animal disease surveillance Software Text mining Medicine (General) Elena Arsevska verfasserin aut Julien Rabatel verfasserin aut Sylvain Falala verfasserin aut Alizé Mercier verfasserin aut Renaud Lancelot verfasserin aut Mathieu Roche verfasserin aut In One Health Elsevier, 2017 13(2021), Seite 100357- (DE-627)835589811 (DE-600)2834831-X 23527714 nnns volume:13 year:2021 pages:100357- https://doi.org/10.1016/j.onehlt.2021.100357 kostenfrei https://doaj.org/article/ff323cc654384d86acddd88d1ab0140b kostenfrei http://www.sciencedirect.com/science/article/pii/S2352771421001476 kostenfrei https://doaj.org/toc/2352-7714 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4393 GBV_ILN_4700 AR 13 2021 100357-
allfields_unstemmed	10.1016/j.onehlt.2021.100357 doi (DE-627)DOAJ019088612 (DE-599)DOAJff323cc654384d86acddd88d1ab0140b DE-627 ger DE-627 rakwb eng R5-920 Sarah Valentin verfasserin aut PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier PADI-web (Platform for Automated extraction of animal Disease Information from the web) is a biosurveillance system dedicated to monitoring online news sources for the detection of emerging animal infectious diseases. PADI-web has collected more than 380,000 news articles since 2016. Compared to other existing biosurveillance tools, PADI-web focuses specifically on animal health and has a fully automated pipeline based on machine-learning methods. This paper presents the new functionalities of PADI-web based on the integration of: (i) a new fine-grained classification system, (ii) automatic methods to extract terms and named entities with text-mining approaches, (iii) semantic resources for indexing keywords and (iv) a notification system for end-users. Compared to other biosurveillance tools, PADI-web, which is integrated in the French Platform for Animal Health Surveillance (ESA Platform), offers strong coverage of the animal sector, a multilingual approach, an automated information extraction module and a notification tool configurable according to end-user needs. Animal disease surveillance Software Text mining Medicine (General) Elena Arsevska verfasserin aut Julien Rabatel verfasserin aut Sylvain Falala verfasserin aut Alizé Mercier verfasserin aut Renaud Lancelot verfasserin aut Mathieu Roche verfasserin aut In One Health Elsevier, 2017 13(2021), Seite 100357- (DE-627)835589811 (DE-600)2834831-X 23527714 nnns volume:13 year:2021 pages:100357- https://doi.org/10.1016/j.onehlt.2021.100357 kostenfrei https://doaj.org/article/ff323cc654384d86acddd88d1ab0140b kostenfrei http://www.sciencedirect.com/science/article/pii/S2352771421001476 kostenfrei https://doaj.org/toc/2352-7714 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4393 GBV_ILN_4700 AR 13 2021 100357-
allfieldsGer	10.1016/j.onehlt.2021.100357 doi (DE-627)DOAJ019088612 (DE-599)DOAJff323cc654384d86acddd88d1ab0140b DE-627 ger DE-627 rakwb eng R5-920 Sarah Valentin verfasserin aut PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier PADI-web (Platform for Automated extraction of animal Disease Information from the web) is a biosurveillance system dedicated to monitoring online news sources for the detection of emerging animal infectious diseases. PADI-web has collected more than 380,000 news articles since 2016. Compared to other existing biosurveillance tools, PADI-web focuses specifically on animal health and has a fully automated pipeline based on machine-learning methods. This paper presents the new functionalities of PADI-web based on the integration of: (i) a new fine-grained classification system, (ii) automatic methods to extract terms and named entities with text-mining approaches, (iii) semantic resources for indexing keywords and (iv) a notification system for end-users. Compared to other biosurveillance tools, PADI-web, which is integrated in the French Platform for Animal Health Surveillance (ESA Platform), offers strong coverage of the animal sector, a multilingual approach, an automated information extraction module and a notification tool configurable according to end-user needs. Animal disease surveillance Software Text mining Medicine (General) Elena Arsevska verfasserin aut Julien Rabatel verfasserin aut Sylvain Falala verfasserin aut Alizé Mercier verfasserin aut Renaud Lancelot verfasserin aut Mathieu Roche verfasserin aut In One Health Elsevier, 2017 13(2021), Seite 100357- (DE-627)835589811 (DE-600)2834831-X 23527714 nnns volume:13 year:2021 pages:100357- https://doi.org/10.1016/j.onehlt.2021.100357 kostenfrei https://doaj.org/article/ff323cc654384d86acddd88d1ab0140b kostenfrei http://www.sciencedirect.com/science/article/pii/S2352771421001476 kostenfrei https://doaj.org/toc/2352-7714 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4393 GBV_ILN_4700 AR 13 2021 100357-
allfieldsSound	10.1016/j.onehlt.2021.100357 doi (DE-627)DOAJ019088612 (DE-599)DOAJff323cc654384d86acddd88d1ab0140b DE-627 ger DE-627 rakwb eng R5-920 Sarah Valentin verfasserin aut PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier PADI-web (Platform for Automated extraction of animal Disease Information from the web) is a biosurveillance system dedicated to monitoring online news sources for the detection of emerging animal infectious diseases. PADI-web has collected more than 380,000 news articles since 2016. Compared to other existing biosurveillance tools, PADI-web focuses specifically on animal health and has a fully automated pipeline based on machine-learning methods. This paper presents the new functionalities of PADI-web based on the integration of: (i) a new fine-grained classification system, (ii) automatic methods to extract terms and named entities with text-mining approaches, (iii) semantic resources for indexing keywords and (iv) a notification system for end-users. Compared to other biosurveillance tools, PADI-web, which is integrated in the French Platform for Animal Health Surveillance (ESA Platform), offers strong coverage of the animal sector, a multilingual approach, an automated information extraction module and a notification tool configurable according to end-user needs. Animal disease surveillance Software Text mining Medicine (General) Elena Arsevska verfasserin aut Julien Rabatel verfasserin aut Sylvain Falala verfasserin aut Alizé Mercier verfasserin aut Renaud Lancelot verfasserin aut Mathieu Roche verfasserin aut In One Health Elsevier, 2017 13(2021), Seite 100357- (DE-627)835589811 (DE-600)2834831-X 23527714 nnns volume:13 year:2021 pages:100357- https://doi.org/10.1016/j.onehlt.2021.100357 kostenfrei https://doaj.org/article/ff323cc654384d86acddd88d1ab0140b kostenfrei http://www.sciencedirect.com/science/article/pii/S2352771421001476 kostenfrei https://doaj.org/toc/2352-7714 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4393 GBV_ILN_4700 AR 13 2021 100357-
language	English
source	In One Health 13(2021), Seite 100357- volume:13 year:2021 pages:100357-
sourceStr	In One Health 13(2021), Seite 100357- volume:13 year:2021 pages:100357-
format_phy_str_mv	Article
institution	findex.gbv.de
topic_facet	Animal disease surveillance Software Text mining Medicine (General)
isfreeaccess_bool	true
container_title	One Health
authorswithroles_txt_mv	Sarah Valentin @@aut@@ Elena Arsevska @@aut@@ Julien Rabatel @@aut@@ Sylvain Falala @@aut@@ Alizé Mercier @@aut@@ Renaud Lancelot @@aut@@ Mathieu Roche @@aut@@
publishDateDaySort_date	2021-01-01T00:00:00Z
hierarchy_top_id	835589811
id	DOAJ019088612
language_de	englisch
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callnumber-first	R - Medicine
author	Sarah Valentin
spellingShingle	Sarah Valentin misc R5-920 misc Animal disease surveillance misc Software misc Text mining misc Medicine (General) PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance
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topic_title	R5-920 PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance Animal disease surveillance Software Text mining
topic	misc R5-920 misc Animal disease surveillance misc Software misc Text mining misc Medicine (General)
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title	PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance
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title_sort	padi-web 3.0: a new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance
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title_auth	PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance
abstract	PADI-web (Platform for Automated extraction of animal Disease Information from the web) is a biosurveillance system dedicated to monitoring online news sources for the detection of emerging animal infectious diseases. PADI-web has collected more than 380,000 news articles since 2016. Compared to other existing biosurveillance tools, PADI-web focuses specifically on animal health and has a fully automated pipeline based on machine-learning methods. This paper presents the new functionalities of PADI-web based on the integration of: (i) a new fine-grained classification system, (ii) automatic methods to extract terms and named entities with text-mining approaches, (iii) semantic resources for indexing keywords and (iv) a notification system for end-users. Compared to other biosurveillance tools, PADI-web, which is integrated in the French Platform for Animal Health Surveillance (ESA Platform), offers strong coverage of the animal sector, a multilingual approach, an automated information extraction module and a notification tool configurable according to end-user needs.
abstractGer	PADI-web (Platform for Automated extraction of animal Disease Information from the web) is a biosurveillance system dedicated to monitoring online news sources for the detection of emerging animal infectious diseases. PADI-web has collected more than 380,000 news articles since 2016. Compared to other existing biosurveillance tools, PADI-web focuses specifically on animal health and has a fully automated pipeline based on machine-learning methods. This paper presents the new functionalities of PADI-web based on the integration of: (i) a new fine-grained classification system, (ii) automatic methods to extract terms and named entities with text-mining approaches, (iii) semantic resources for indexing keywords and (iv) a notification system for end-users. Compared to other biosurveillance tools, PADI-web, which is integrated in the French Platform for Animal Health Surveillance (ESA Platform), offers strong coverage of the animal sector, a multilingual approach, an automated information extraction module and a notification tool configurable according to end-user needs.
abstract_unstemmed	PADI-web (Platform for Automated extraction of animal Disease Information from the web) is a biosurveillance system dedicated to monitoring online news sources for the detection of emerging animal infectious diseases. PADI-web has collected more than 380,000 news articles since 2016. Compared to other existing biosurveillance tools, PADI-web focuses specifically on animal health and has a fully automated pipeline based on machine-learning methods. This paper presents the new functionalities of PADI-web based on the integration of: (i) a new fine-grained classification system, (ii) automatic methods to extract terms and named entities with text-mining approaches, (iii) semantic resources for indexing keywords and (iv) a notification system for end-users. Compared to other biosurveillance tools, PADI-web, which is integrated in the French Platform for Animal Health Surveillance (ESA Platform), offers strong coverage of the animal sector, a multilingual approach, an automated information extraction module and a notification tool configurable according to end-user needs.
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title_short	PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance
url	https://doi.org/10.1016/j.onehlt.2021.100357 https://doaj.org/article/ff323cc654384d86acddd88d1ab0140b http://www.sciencedirect.com/science/article/pii/S2352771421001476 https://doaj.org/toc/2352-7714
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up_date	2024-07-03T21:43:25.821Z
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