Nowcasting of Earthquake Consequences Using Big Social Data

被引:19
|
作者
Avvenuti, Marco [1 ]
Cresci, Stefano [2 ]
La Polla, Mariantonietta N. [2 ]
Meletti, Carlo [3 ]
Tesconi, Maurizio [2 ]
机构
[1] Univ Pisa, Dept Informat Engn, Operating Syst, Pisa, Italy
[2] CNR, IIT, Rome, Italy
[3] Natl Inst Geophys & Volcanol, Catania, Italy
关键词
MEDIA;
D O I
10.1109/MIC.2017.4180834
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Messages posted to social media in the aftermath of a natural disaster have value beyond detecting the event itself. Mining such deliberately dropped digital traces allows a precise situational awareness, to help provide a timely estimate of the disaster's consequences on the population and infrastructures. Yet, to date, the automatic assessment of damage has received little attention. Here, the authors explore feeding predictive models by tweets conveying on-the-ground social sensors' observations, to nowcast the perceived intensity of earthquakes.
引用
收藏
页码:37 / 45
页数:9
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