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Humanitarian crises, such as the 2014 West Africa Ebola epidemic, challenge information management and thereby threaten the digital resilience of the responding organizations. Crisis information management (CIM) is characterised by the…

Computers and Society · Computer Science 2022-01-11 David Paulus , Ramian Fathi , Frank Fiedrich , Bartel Van de Walle , Tina Comes

This study examines machine learning methods used in crisis management. Analyzing detected patterns from a crisis involves the collection and evaluation of historical or near-real-time datasets through automated means. This paper utilized…

Machine Learning · Computer Science 2025-02-11 Izunna Okpala , Shane Halse , Jess Kropczynski

Civilian communication during disasters such as earthquakes, floods, and military conflicts is crucial for saving lives. Nevertheless, several challenges exist during these circumstances such as the destruction of cellular communication and…

Signal Processing · Electrical Eng. & Systems 2024-11-12 Mohammad Shehab , Mustafa Kishk , Maurilio Matracia , Mehdi Bennis , Mohamed-Slim Alouini

With the aim to contribute to humanitarian response to disasters and violent events, scientists have proposed the development of analytical tools that could identify emergency events in real-time, using mobile phone data. The assumption is…

Physics and Society · Physics 2015-08-19 Adrian Dobra , Nathalie E. Williams , Nathan Eagle

Traditional disaster analysis and modelling tools for assessing the severity of a disaster are predictive in nature. Based on the past observational data, these tools prescribe how the current input state (e.g., environmental conditions,…

Machine Learning · Computer Science 2025-09-16 Saketh Vishnubhatla , Alimohammad Beigi , Rui Heng Foo , Umang Goel , Ujun Jeong , Bohan Jiang , Adrienne Raglin , Huan Liu

Timely and reliable sensing of infrastructure conditions is critical in disaster management for planning effective infrastructure restorations. Social media, a near real-time information source, has been widely used in disasters for forming…

Social and Information Networks · Computer Science 2021-03-02 Yudi Chen , Angel Umana , Chaowei Yang , Wenying JI

Due to their often unexpected nature, natural and man-made disasters are difficult to monitor and detect for journalists and disaster management response teams. Journalists are increasingly relying on signals from social media to detect…

Social and Information Networks · Computer Science 2017-09-11 Armineh Nourbakhsh , Quanzhi Li , Xiaomo Liu , Sameena Shah

In this paper, we investigate how to network smartphones for providing communications in disaster recovery. By bridging the gaps among different kinds of wireless networks, we have designed and implemented a system called TeamPhone, which…

Networking and Internet Architecture · Computer Science 2017-04-28 Zongqing Lu , Guohong Cao , Thomas La Porta

This paper presents a case for the adoption of an information-centric architecture for a global disaster management system. Drawing from a case study of the 2010/2011 Queensland floods, we describe the challenges in providing every…

Other Computer Science · Computer Science 2012-08-09 Yan Shvartzshnaider , Maximilian Ott

Disasters frequently exceed established hazard models, revealing blind spots where unforeseen impacts and vulnerabilities hamper effective response. This perspective paper contends that situational awareness (SA)-the ability to perceive,…

Computers and Society · Computer Science 2025-08-26 Hongrak Pak , Ali Mostafavi

Smartphone-based communication networks form a basis for services in emergency response scenarios, where communication infrastructure is impaired or overloaded. Still, their design and evaluation are largely based on simulations that rely…

Networking and Internet Architecture · Computer Science 2018-08-15 Flor Álvarez , Lars Almon , Patrick Lieser , Tobias Meuser , Yannick Dylla , Björn Richerzhagen , Matthias Hollick , Ralf Steinmetz

Social media have been widely exploited to detect and gather relevant information about opinions and events. However, the relevance of the information is very subjective and rather depends on the application and the end-users. In this…

Computer Vision and Pattern Recognition · Computer Science 2019-10-11 Syed Zohaib , Kashif Ahmad , Nicola Conci , Ala Al-Fuqaha

The student generation nowadays is considered as the Net Generation who grow up in the age of Internet and mobile technology and prefer bringing technological application into their life. The Learning Resource Center, an academic…

Computers and Society · Computer Science 2014-01-03 Chien Huynh , Phuong Huynh

Crisis situations are characterised by their sudden occurrence and an unclear information situation. In that context, social media platforms have become a highly utilised resource for collective information gathering to fill these gaps.…

Human-Computer Interaction · Computer Science 2018-10-23 Florian Brachten , Milad Mirbabaie , Stefan Stieglitz , Olivia Berger , Sarah Bludau , Kristina Schrickel

This paper addresses the role of Information and Communication Technology (ICT) in migration governance, support, and experience with particular attention to emerging technologies such as artificial intelligence, social media, and virtual…

Computers and Society · Computer Science 2022-04-15 Ali Arya , Luciara Nardon , Md Riyadh

As natural disasters become more frequent and severe, ensuring a resilient communications infrastructure is of paramount importance for effective disaster response and recovery. This disaster-resilient infrastructure should also respond to…

Networking and Internet Architecture · Computer Science 2026-01-13 Bilal Karaman , Ilhan Basturk , Sezai Taskin , Engin Zeydan , Ferdi Kara , Esra Aycan Beyazit , Miguel Camelo , Emil Björnson , Halim Yanikomeroglu

The number of disasters has increased over the past decade where these calamities significantly affect the functionality of communication networks. In the context of 6G, airborne and spaceborne networks offer hope in disaster recovery to…

Networking and Internet Architecture · Computer Science 2022-07-21 Maurilio Matracia , Nasir Saeed , Mustafa A. Kishk , Mohamed-Slim Alouini

Natural disasters affect hundreds of millions of people worldwide every year. Emergency response efforts depend upon the availability of timely information, such as information concerning the movements of affected populations. The analysis…

Social media platforms are now a key source of information for a large segment of the public. As such, these platforms have a great potential as a means to provide real-time information to emergency management agencies. Moreover, during an…

Information Retrieval · Computer Science 2016-10-14 Richard McCreadie , Craig Macdonald , Iadh Ounis

With the advancement and proliferation of technology, non-profit organisations have embraced social media platforms to improve their operational capabilities through brand advocacy, among many other strategies. The effect of such social…

Computers and Society · Computer Science 2022-10-18 Dilini Rajapaksha , Kacper Sokol , Jeffrey Chan , Flora Salim , Mukesh Prasad , Mahendra Samarawickrama