Building Bridges between Users and Content across Multiple Platforms during Natural Disasters
Fuente:
arXiv
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| Autori principali: | , , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866913678408810496 |
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| author | Ng, Lynnette Hui Xian Cruickshank, Iain J. Farr, David |
| author_facet | Ng, Lynnette Hui Xian Cruickshank, Iain J. Farr, David |
| contents | Social media is a primary medium for information diffusion during natural disasters. The social media ecosystem has been used to identify destruction, analyze opinions and organize aid. While the overall picture and aggregate trends may be important, a crucial part of the picture is the connections on these sites. These bridges are essential to facilitate information flow within the network. In this work, we perform a multi-platform analysis (X, Reddit, YouTube) of Hurricanes Helene and Milton, which occurred in quick session to each other in the US in late 2024. We construct network graphs to understand the properties of effective bridging content and users. We find that bridges tend to exist on X, that bridging content is complex, and that bridging users have relatable affiliations related to gender, race and job. Public organizations can use these characteristics to manage their social media personas during natural disasters more effectively. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2502_02681 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Building Bridges between Users and Content across Multiple Platforms during Natural Disasters Ng, Lynnette Hui Xian Cruickshank, Iain J. Farr, David Social and Information Networks Social media is a primary medium for information diffusion during natural disasters. The social media ecosystem has been used to identify destruction, analyze opinions and organize aid. While the overall picture and aggregate trends may be important, a crucial part of the picture is the connections on these sites. These bridges are essential to facilitate information flow within the network. In this work, we perform a multi-platform analysis (X, Reddit, YouTube) of Hurricanes Helene and Milton, which occurred in quick session to each other in the US in late 2024. We construct network graphs to understand the properties of effective bridging content and users. We find that bridges tend to exist on X, that bridging content is complex, and that bridging users have relatable affiliations related to gender, race and job. Public organizations can use these characteristics to manage their social media personas during natural disasters more effectively. |
| title | Building Bridges between Users and Content across Multiple Platforms during Natural Disasters |
| topic | Social and Information Networks |
| url | https://arxiv.org/abs/2502.02681 |