Insurance as an alternative for sustainable economic recovery after natural disasters: A systematic literature review

Kalfin, Sukono, S Supian, M Mamat - Sustainability, 2022 - mdpi.com
The risk of natural disasters has increased over the last few decades, leading to significant
economic losses across the globe. In response, research related to the risk of economic loss …

Situational awareness extraction: a comprehensive review of social media data classification during natural hazards

J Vongkusolkit, Q Huang - Annals of GIS, 2021 - Taylor & Francis
Social media (eg, Twitter and Facebook) can be regarded as vital sources of information
during disasters to improve situational awareness (SA) and disaster management since they …

Sustainable solutions for insurance and risk management

H Kaur, K Sood, US Yadav… - The impact of climate …, 2023 - Wiley Online Library
The purpose of this research was to thoroughly identify and analyze the key academic works
that were relevant to the ideas and elements of sustainable insurance. Finding relevant …

Generalization of convolutional network to domain adaptation network for classification of disaster images on twitter

A Khattar, SMK Quadri - Multimedia Tools and Applications, 2022 - Springer
Social media evolution in the recent past has drastically changed the way the affected
community responds to any disaster. Within moments of happening of any disaster the …

A citizen science approach for analyzing social media with crowdsourcing

C Bono, MO Mülâyim, C Cappiello, MJ Carman… - IEEE …, 2023 - ieeexplore.ieee.org
Social media have the potential to provide timely information about emergency situations
and sudden events. However, finding relevant information among the millions of posts being …

[HTML][HTML] Detection of actionable tweets in crisis events

A Kruspe, J Kersten, F Klan - Natural Hazards and Earth …, 2021 - nhess.copernicus.org
Messages on social media can be an important source of information during crisis situations.
They can frequently provide details about developments much faster than traditional sources …

Digital Crowdsourcing and VGI: impact on information quality and business intelligence

A Bai, M Satarpour, F Mohebbi, AM Forati - Spatial Information Research, 2024 - Springer
This paper investigates the impact of Volunteered Geographic Information (VGI) on data
quality and its implications for business intelligence. Focusing on VGI contributions within …

Combining supervised and unsupervised learning to detect and semantically aggregate crisis-related twitter content

J Kersten, J Bongard, F Klan - 18th International Conference on …, 2021 - elib.dlr.de
Twitter is an immediate and almost ubiquitous platform and therefore can be a valuable
source of information during disasters. Current methods for identifying and classifying crisis …

[HTML][HTML] The utility of using Volunteered Geographic Information (VGI) for evaluating pluvial flood models

M Drews, M Steinhausen, MAD Larsen… - Science of the Total …, 2023 - Elsevier
Pluvial floods are increasingly threatening urban environments worldwide due to human-
induced climate change. High-resolution, state-of-the-art pluvial flood models are urgently …

Measuring the impact of natural hazards with citizen science: The case of flooded area estimation using Twitter

P Bruneau, E Brangbour, S Marchand-Maillet… - Remote Sensing, 2021 - mdpi.com
Twitter has significant potential as a source of Volunteered Geographic Information (VGI), as
its content is updated at high frequency, with high availability thanks to dedicated interfaces …