Contribution of social media analytics to disaster response effectiveness: A systematic review of the literature

T Acikara, B **a, T Yigitcanlar, C Hon - Sustainability, 2023 - mdpi.com
Disasters are sudden and catastrophic events with fatal consequences. Time-sensitive
information collection from disaster zones is crucial for improved and data-driven disaster …

A citizen science approach for analyzing social media with crowdsourcing

C Bono, MO Mülâyim, C Cappiello, MJ Carman… - Ieee …, 2023 - ieeexplore.ieee.org
Social media have the potential to provide timely information about emergency situations
and sudden events. However, finding relevant information among the millions of posts being …

Comparing traditional and LLM-based search for image geolocation

A Wazzan, S MacNeil, R Souvenir - … of the 2024 Conference on Human …, 2024 - dl.acm.org
Web search engines have long served as indispensable tools for information retrieval; user
behavior and query formulation strategies have been well studied. The introduction of …

TriggerCit: Early Flood Alerting using Twitter and Geolocation--a comparison with alternative sources

C Bono, B Pernici, JL Fernandez-Marquez… - arxiv preprint arxiv …, 2022 - arxiv.org
Rapid impact assessment in the immediate aftermath of a natural disaster is essential to
provide adequate information to international organisations, local authorities, and first …

Image-based social sensing: combining AI and the crowd to mine policy-adherence indicators from Twitter

V Negri, D Scuratti, S Agresti, D Rooein… - 2021 IEEE/ACM …, 2021 - ieeexplore.ieee.org
Social Media provides a trove of information that, if aggregated and analysed appropriately
can provide important statistical indicators to policy makers. In some situations these …

[HTML][HTML] A conceptual probabilistic framework for annotation aggregation of citizen science data

J Cerquides, MO Mülâyim, J Hernández-González… - Mathematics, 2021 - mdpi.com
Over the last decade, hundreds of thousands of volunteers have contributed to science by
collecting or analyzing data. This public participation in science, also known as citizen …

Enhancing disaster response with automated text information extraction from social media images

HB Firmansyah, JL Fernandez-Marquez… - 2023 IEEE Ninth …, 2023 - ieeexplore.ieee.org
During disasters, social media can serve as a valuable source of real-time information about
the impacts on people and infrastructure. However, due to the lack of geographical …

Improving social media geolocation for disaster response by using text from images and chatgpt

HB Firmansyah, V Lorini, MO Mulayim… - Proceedings of the …, 2024 - dl.acm.org
Social media can serve as a valuable source of timely and valuable information about the
impacts on people and infrastructure during a disaster. However, due to the lack of …

CrowdBIG: crowd-based system for information gathering from the earthquake environment

H Bahadori, H Vahdat-Nejad, H Moradi - Natural Hazards, 2022 - Springer
Natural disasters have always threatened the lives of humans and other creatures. One of
the significant challenges for quickly responding to an earthquake is the need for precise …

Automatic outdoor image geolocation with focal modulation networks

F Murgese, G Alcaina, J Cerquides… - Artificial Intelligence …, 2022 - ebooks.iospress.nl
We address the problem of estimating a photo's geographical location. Success in this
estimation enables many impactful applications, like facilitating Disaster Management …