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Impromptu Crisis Mapping to Prioritize Emergency Response

descriptionPublicationkeyboard_double_arrow_right Article 01 May 2016 Italy Publisher:Institute of Electrical and Electronics Engineers (IEEE)Journal:Computer, volume 49, pages 28-37 (issn: 0018-9162, eissn: 1558-0814, Copyright policy )
Authors: Marco Avvenuti; Stefano Cresci; Fabio Del Vigna; Maurizio Tesconi;

doi: 10.1109/mc.2016.134

handle: 20.500.14243/355262 , 11568/779885

Impromptu Crisis Mapping to Prioritize Emergency Response

Abstract

To visualize post-emergency damage, a crisis-mapping system uses readily available semantic annotators, a machine-learning classifier to analyze relevant tweets, and interactive maps to rank extracted situational information. The system was validated against data from two recent disasters in Italy.

Country
Italy
Related Organizations
Keywords

situational awareness, crisis mapping, emergency response, data analysis, disaster management, data mining, computing and social issues; crisis mapping; data analysis; data mining; disaster management; emergency response; situational awareness; visualization, visualization, computing and social issues

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 23
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
23
Top 10%
Top 10%
Top 10%
Green
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