Social media data for environmental sustainability: A critical review of opportunities, threats, and ethical use

A Ghermandi, J Langemeyer, D Van Berkel, F Calcagni… - One Earth, 2023 - cell.com
Social media data are transforming sustainability science. However, challenges from
restrictions in data accessibility and ethical concerns regarding potential data misuse have …

Social media for intelligent public information and warning in disasters: An interdisciplinary review

C Zhang, C Fan, W Yao, X Hu, A Mostafavi - International Journal of …, 2019 - Elsevier
Social media offers participatory and collaborative structure and collective knowledge
building capacity to the public information and warning approaches. Therefore, the author …

Rapid assessment of disaster damage using social media activity

Y Kryvasheyeu, H Chen, N Obradovich, E Moro… - Science …, 2016 - science.org
Could social media data aid in disaster response and damage assessment? Countries face
both an increasing frequency and an increasing intensity of natural disasters resulting from …

[PDF][PDF] A survey of results on mobile phone datasets analysis

VD Blondel, A Decuyper, G Krings - EPJ data science, 2015 - Springer
In this paper, we review some advances made recently in the study of mobile phone
datasets. This area of research has emerged a decade ago, with the increasing availability …

Social media analytics for natural disaster management

Z Wang, X Ye - International Journal of Geographical Information …, 2018 - Taylor & Francis
Social media analytics has become prominent in natural disaster management. In spite of a
large variety of metadata fields in social media data, four dimensions (ie space, time, content …

Understanding communication dynamics on Twitter during natural disasters: A case study of Hurricane Sandy

N Pourebrahim, S Sultana, J Edwards… - International journal of …, 2019 - Elsevier
This study investigates Twitter usage during Hurricane Sandy following the survey of the
general population and exploring communication dynamics on Twitter through different …

An overview of sentiment analysis in social media and its applications in disaster relief

G Beigi, X Hu, R Maciejewski, H Liu - Sentiment analysis and ontology …, 2016 - Springer
Sentiment analysis refers to the class of computational and natural language processing
based techniques used to identify, extract or characterize subjective information, such as …

Mining Twitter data for improved understanding of disaster resilience

L Zou, NSN Lam, H Cai, Y Qiang - Annals of the American …, 2018 - Taylor & Francis
Coastal communities faced with multiple hazards have shown uneven responses and
behaviors. These responses and behaviors could be better understood by analyzing real …

Social media for enhanced understanding of disaster resilience during Hurricane Florence

F Yuan, M Li, R Liu, W Zhai, B Qi - International Journal of Information …, 2021 - Elsevier
Citizens with different demographic characters presented varying responses and behaviors
in the same disasters. Their divergent responses can impact their actual damages during …

Disaster early warning and damage assessment analysis using social media data and geo-location information

D Wu, Y Cui - Decision support systems, 2018 - Elsevier
Societies are confronted with destructive natural disasters of increasing frequency. Social
networks are playing an increasingly important role as early warning systems, aiding with …