Building Bridges between Users and Content across Multiple Platforms during Natural Disasters

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.

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Publication Details

Published
2025-05-19
DOI
https://doi.org/10.1145/3717867.3717878
Citations
1
Primary Topic
Complex Network Analysis Techniques
Type
article
Field-Weighted Citation Impact
1.32
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article

Building Bridges between Users and Content across Multiple Platforms during Natural Disasters

Lynnette Hui Xian Ng, Iain J. Cruickshank, David F. Farr
1 citations
Complex Network Analysis Techniques
1.32
article

Building Bridges between Users and Content across Multiple Platforms during Natural Disasters

Lynnette Hui Xian Ng, Iain J. Cruickshank, David F. Farr
article en
1 citations

Abstract

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.

University of Washington (US), Carnegie Mellon University (US)
Climate action
Openalex Percentile: Top 20%
Complex Network Analysis Techniques
1.32
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Building Bridges between Users and Content across Multiple Platforms during Natural Disasters — Lynnette Hui Xian Ng, Iain J. Cruickshank, et al. · (2025) | TGRS Research Map | TGRS