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| Indexado |
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| DOI | 10.1016/J.DIB.2020.106693 | ||||
| Año | 2021 | ||||
| Tipo | artículo de investigación |
Citas Totales
Autores Afiliación Chile
Instituciones Chile
% Participación
Internacional
Autores
Afiliación Extranjera
Instituciones
Extranjeras
Recently, the use of the citizen-sensors (people generating and sharing real data by social media) for detecting and disseminating emergency events in real-time have shown a considerable increase because people at the place of the event, as well as elsewhere, can quickly post relevant information on this type of alerts. Here, we present an emergency events dataset called UrbangEnCy. The dataset contains over 25500 texts in Spanish posted on Twitter from January 19th to August 19th, 2020, with emergencies and non-emergencies related content in Ecuador. We obtained, cleaned and, filtered these tweets and, then we selected the location and temporal data as well as tweet content. Besides, the data set includes annotations regarding the type of tweet (emergency / non-emergency) as well as additional nomenclature used to describe emergencies in the Center for immediate response service to emergencies (ECU 911) of Ecuador and international emergency services agencies (ESAs). UrbangEnCy dataset facilitates evaluating data science performance, machine learning, and natural language processing algorithms used with supervised and unsupervised problems re-related to text mining and pattern recognition. The dataset is freely and publicly available at https://doi.org/10.17632/4x37zz82k8. (c) 2021 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/)
| Ord. | Autor | Género | Institución - País |
|---|---|---|---|
| 1 | Parraga-Alava, Jorge | Hombre |
Univ Tecn Manabi - Ecuador
Universidad de Santiago de Chile - Chile Universidad Técnica de Manabí - Ecuador |
| 2 | Alcivar-Cevallos, Roberth | - |
Univ Tecn Manabi - Ecuador
Universidad de Santiago de Chile - Chile Universidad Técnica de Manabí - Ecuador |
| 3 | Vaca-Cardenas, Leticia | Mujer |
Univ Tecn Manabi - Ecuador
Universidad Técnica de Manabí - Ecuador |
| 4 | Meza, Jaime | Hombre |
Univ Tecn Manabi - Ecuador
Universidad Técnica de Manabí - Ecuador |
| Agradecimiento |
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| The authors thank the project "Geospatial Patterns Recognition in Urban Emergency Service Events Data" and students of the 5th and 6th level (2020-1) of the Bachelor of Information Systems degree of the Universidad Tecnica Manabi, who participated as annotators. Project reference code YTAUTO1889-2018-IINV0 002, II-UTM. |
| The authors thank the project “Geospatial Patterns Recognition in Urban Emergency Service Events Data” and students of the 5th and 6th level (2020-1) of the Bachelor of Information Systems degree of the Universidad Técnica Manabí, who participated as annotators. Project reference code YTAUTO1889-2018-IINV0002, II-UTM. |