Determining disaster severity through social media analysis: Testing the methodology with South East Queensland Flood tweets

N Kankanamge, T Yigitcanlar, A Goonetilleke… - International journal of …, 2020 - Elsevier
Social media was underutilised in disaster management practices, as it was not seen as a
real-time ground level information harvesting tool during a disaster. In recent years, with the …

Detecting natural hazard-related disaster impacts with social media analytics: the case of Australian states and territories

T Yigitcanlar, M Regona, N Kankanamge, R Mehmood… - Sustainability, 2022 - mdpi.com
Natural hazard-related disasters are disruptive events with significant impact on people,
communities, buildings, infrastructure, animals, agriculture, and environmental assets. The …

Feasibility study of using crowdsourcing to identify critical affected areas for rapid damage assessment: Hurricane Matthew case study

F Yuan, R Liu - International journal of disaster risk reduction, 2018 - Elsevier
The rapid damage assessment plays a critical role in crisis management. Collection of timely
information for rapid damage assessment is particularly challenging during natural …

Understanding social media data for disaster management

Y Xiao, Q Huang, K Wu - Natural hazards, 2015 - Springer
Social media data are increasingly being used in disaster management for information
dissemination, establishment of situational awareness of the “big picture” of the disaster …

Development of a national-scale real-time Twitter data mining pipeline for social geodata on the potential impacts of flooding on communities

JLP Barker, CJA Macleod - Environmental modelling & software, 2019 - Elsevier
Social media, particularly Twitter, is increasingly used to improve resilience during extreme
weather events/emergency management situations, including floods: by communicating …

A geographic approach for combining social media and authoritative data towards identifying useful information for disaster management

JP De Albuquerque, B Herfort… - International journal of …, 2015 - Taylor & Francis
In recent years, social media emerged as a potential resource to improve the management
of crisis situations such as disasters triggered by natural hazards. Although there is a …

How engaging are disaster management related social media channels? The case of Australian state emergency organisations

N Kankanamge, T Yigitcanlar, A Goonetilleke - International Journal of …, 2020 - Elsevier
Social media is increasingly becoming a formal tool of communication across the world. For
example, state emergency organisations maintain social media channels to share …

Social media data mining: A social network analysis of tweets during the 2010-2011 Australian floods

F Cheong, C Cheong - 2011 - aisel.aisnet.org
Using tweets extracted from Twitter during the Australian 2010-2011 floods, social network
analysis techniques were used to generate and analyse the online networks that emerged at …

Assessing disaster impacts and response using social media data in China: A case study of 2016 Wuhan rainstorm

J Fang, J Hu, X Shi, L Zhao - International journal of disaster risk reduction, 2019 - Elsevier
Social media, with its ability to record human activities, has gained increasing attention from
various fields. In this study, we developed a framework to assess disaster impacts with social …

[HTML][HTML] Geographic situational awareness: mining tweets for disaster preparedness, emergency response, impact, and recovery

Q Huang, Y Xiao - ISPRS international journal of geo-information, 2015 - mdpi.com
Social media data have emerged as a new source for detecting and monitoring disaster
events. A number of recent studies have suggested that social media data streams can be …