[HTML][HTML] Big data in natural disaster management: a review

M Yu, C Yang, Y Li - Geosciences, 2018 - mdpi.com
Undoubtedly, the age of big data has opened new options for natural disaster management,
primarily because of the varied possibilities it provides in visualizing, analyzing, and …

Map** urban resilience to disasters–A review

JM Cariolet, M Vuillet, Y Diab - Sustainable cities and society, 2019 - Elsevier
Abstract Maps and Geographic Information Systems (GIS) are widely used to better
understand and manage risks in modern cities. While methods for map** hazard …

[BOG][B] Big crisis data: social media in disasters and time-critical situations

C Castillo - 2016 - books.google.com
Social media is an invaluable source of time-critical information during a crisis. However,
emergency response and humanitarian relief organizations that would like to use this …

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 …

Combining machine-learning topic models and spatiotemporal analysis of social media data for disaster footprint and damage assessment

B Resch, F Usländer, C Havas - Cartography and geographic …, 2018 - Taylor & Francis
Current disaster management procedures to cope with human and economic losses and to
manage a disaster's aftermath suffer from a number of shortcomings like high temporal lags …

Can volunteer crowdsourcing reduce disaster risk? A systematic review of the literature

N Kankanamge, T Yigitcanlar, A Goonetilleke… - International journal of …, 2019 - Elsevier
Disasters are natural catastrophic events that cause damage to property and loss of lives.
Highly-reliable in-situ location information is critical for rescue efforts during and after …

Exogenous shocks and business process management: a scholars' perspective on challenges and opportunities

M Röglinger, R Plattfaut, V Borghoff… - Business & Information …, 2022 - Springer
Business process management (BPM) drives corporate success through effective and
efficient processes. In recent decades, knowledge has been accumulated regarding the …

Map** the data shadows of Hurricane Sandy: Uncovering the sociospatial dimensions of 'big data'

T Shelton, A Poorthuis, M Graham, M Zook - Geoforum, 2014 - Elsevier
Digital social data are now practically ubiquitous, with increasingly large and interconnected
databases leading researchers, politicians, and the private sector to focus on how such 'big …

[BOG][B] Technology and the city: Systems, applications and implications

T Yigitcanlar - 2016 - taylorfrancis.com
The interplay between smart urban technologies and city development is a relatively
uncharted territory. Technology and the City aims to fill that gap, exploring the growing …

Deep learning for real-time social media text classification for situation awareness–using Hurricanes Sandy, Harvey, and Irma as case studies

M Yu, Q Huang, H Qin, C Scheele… - Social Sensing and Big …, 2020 - taylorfrancis.com
Social media platforms have been contributing to disaster management during the past
several years. Text mining solutions using traditional machine learning techniques have …