[HTML][HTML] Applications of big data in emerging management disciplines: A literature review using text mining

AK Kushwaha, AK Kar, YK Dwivedi - International Journal of Information …, 2021 - Elsevier
The importance of data-driven decisions and support is increasing day by day in every
management area. The constant access to volume, variety, and veracity of data has made …

[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 …

Sentiment analysis of Twitter data during critical events through Bayesian networks classifiers

GA Ruz, PA Henríquez, A Mascareño - Future Generation Computer …, 2020 - Elsevier
Sentiment analysis through machine learning using Twitter data has become a popular topic
in recent years. Here we address the problem of sentiment analysis during critical events …

[HTML][HTML] Design and analysis of a large-scale COVID-19 tweets dataset

R Lamsal - applied intelligence, 2021 - Springer
Abstract As of July 17, 2020, more than thirteen million people have been diagnosed with
the Novel Coronavirus (COVID-19), and half a million people have already lost their lives …

Sentiment analysis on Twitter: A text mining approach to the Syrian refugee crisis

N Öztürk, S Ayvaz - Telematics and Informatics, 2018 - Elsevier
The use of social media has become an integral part of daily routine in modern society.
Social media portals offer powerful public platforms where people can freely share their …

Big data and disaster management: a systematic review and agenda for future research

S Akter, SF Wamba - Annals of Operations Research, 2019 - Springer
The era of big data and analytics is opening up new possibilities for disaster management
(DM). Due to its ability to visualize, analyze and predict disasters, big data is changing the …

Twitter as a tool for the management and analysis of emergency situations: A systematic literature review

M Martínez-Rojas, M del Carmen Pardo-Ferreira… - International Journal of …, 2018 - Elsevier
The importance of timely, accurate and effective use of available information is essential to
the proper management of emergency situations. In recent years, emerging technologies …

Disaster resilience through big data: Way to environmental sustainability

MNI Sarker, Y Peng, C Yiran, RC Shouse - International Journal of Disaster …, 2020 - Elsevier
Disaster management is a growing concern and priority throughout the world and
“resilience” is increasingly viewed as a key capacity related to disaster and post-disaster …

[HTML][HTML] Event classification and location prediction from tweets during disasters

JP Singh, YK Dwivedi, NP Rana, A Kumar… - Annals of Operations …, 2019 - Springer
Social media is a platform to express one's view in real time. This real time nature of social
media makes it an attractive tool for disaster management, as both victims and officials can …

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 …