Being able to automatically link social media and satellite imagery holds large opportunities for research, with a potentially considerable impact on society. The possibility of integrating different information sources opens in fact to new scenarios where the wide coverage of satellite imaging can be used as a collector of the fine-grained details provided by the social media. Remote-sensed data and social media data can well complement each other, integrating the wide perspective provided by the satellite view with the information collected locally, being it textual, audio, or visual. Among the possible applications, natural disasters are certainly one of the most interesting scenarios, where global and local perspectives are needed at the same time. In this paper, we present a system called JORD that is able to autonomously collect social media data (including the text analysis in local languages) about technological and environmental disasters, and link it automatically to remote-s...

Social media and satellites: Disaster event detection, linking and summarization / Ahmad, Kashif; Pogorelov, Konstantin; Riegler, Michael; Conci, Nicola; Halvorsen, Pål. - In: MULTIMEDIA TOOLS AND APPLICATIONS. - ISSN 1380-7501. - 78:3(2019), pp. 2837-2875. [10.1007/s11042-018-5982-9]

Social media and satellites: Disaster event detection, linking and summarization

Ahmad, Kashif;Conci, Nicola;
2019-01-01

Abstract

Being able to automatically link social media and satellite imagery holds large opportunities for research, with a potentially considerable impact on society. The possibility of integrating different information sources opens in fact to new scenarios where the wide coverage of satellite imaging can be used as a collector of the fine-grained details provided by the social media. Remote-sensed data and social media data can well complement each other, integrating the wide perspective provided by the satellite view with the information collected locally, being it textual, audio, or visual. Among the possible applications, natural disasters are certainly one of the most interesting scenarios, where global and local perspectives are needed at the same time. In this paper, we present a system called JORD that is able to autonomously collect social media data (including the text analysis in local languages) about technological and environmental disasters, and link it automatically to remote-s...
2019
3
Ahmad, Kashif; Pogorelov, Konstantin; Riegler, Michael; Conci, Nicola; Halvorsen, Pål
Social media and satellites: Disaster event detection, linking and summarization / Ahmad, Kashif; Pogorelov, Konstantin; Riegler, Michael; Conci, Nicola; Halvorsen, Pål. - In: MULTIMEDIA TOOLS AND APPLICATIONS. - ISSN 1380-7501. - 78:3(2019), pp. 2837-2875. [10.1007/s11042-018-5982-9]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/226031
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