[HTML][HTML] A big data reference architecture for emergency management

CA Iglesias, A Favenza, Á Carrera - Information, 2020 - mdpi.com
Nowadays, we are witnessing a shift in the way emergencies are being managed. On the
one hand, the availability of big data and the evolution of geographical information systems …

[HTML][HTML] A systematic literature review on the use of big data analytics in humanitarian and disaster operations

A Kondraganti, G Narayanamurthy, H Sharifi - Annals of Operations …, 2022 - Springer
At the start of this review, 168 million individuals required humanitarian assistance, at the
conclusion of the research, the number had risen to 235 million. Humanitarian aid is critical …

Big-Data and the question of horizontal and vertical intelligence: a discussion on disaster management

F Benaben, A Montarnal, A Fertier, S Truptil - Collaboration in a …, 2016 - Springer
Due to the unexpected context of disaster management (with heterogeneous and non-
dedicated potential data sources), the classical Big-Data approaches within this business …

[HTML][HTML] Review of big data and processing frameworks for disaster response applications

SP Cumbane, G Gidófalvi - ISPRS International Journal of Geo …, 2019 - mdpi.com
Natural hazards result in devastating losses in human life, environmental assets and
personal, and regional and national economies. The availability of different big data such as …

Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management

C Fan, C Zhang, A Yahja, A Mostafavi - International journal of information …, 2021 - Elsevier
This paper presents a vision for a Disaster City Digital Twin paradigm that can:(i) enable
interdisciplinary convergence in the field of crisis informatics and information and …

Social media-based intelligence for disaster response and management in smart cities

S Khatoon, A Asif, MM Hasan, M Alshamari - … , Machine Learning, and …, 2022 - Springer
This chapter highlights the key challenges of our ongoing project in developing an
information technology solution for emergency response and management in smart cities …

A big data approach to support information distribution in crisis response

N Netten, S van den Braak, S Choenni… - Proceedings of the 9th …, 2016 - dl.acm.org
Crisis response organizations operate in very dynamic environments, in which it is essential
for responders to acquire all information critical to their task execution in time. In reality, the …

[PDF][PDF] Adoption of big data in crisis management toward a better support in decision-making

A Fertier, A Montarnal, AM Barthe-Delanoë… - … of Conference on …, 2016 - idl.iscram.org
Most agree that the innate complexity and uncertainty of a crisis compel the stakeholders to
coordinate in a hurry, despite their heterogeneity or the volume of data to process …

Challenges of using big data for humanitarian relief: lessons from the literature

P Sharma, A Joshi - Journal of Humanitarian Logistics and Supply …, 2020 - emerald.com
Purpose Big data analytics has emerged as one of the most used keywords in the digital
world. The hype surrounding the buzz has led everyone to believe that big data analytics is …

Big data and emergency management: concepts, methodologies, and applications

X Song, H Zhang, R Akerkar, H Huang… - … Transactions on Big …, 2020 - ieeexplore.ieee.org
Recent decades have seen a significant increase in the frequency, intensity, and impact of
natural disasters and other emergencies, forcing the governments around the world to make …