[HTML][HTML] Digital twin smart cities for disaster risk management: a review of evolving concepts

MRMF Ariyachandra, G Wedawatta - Sustainability, 2023 - mdpi.com
Natural hazard-induced disasters have caused catastrophic damage and loss to buildings,
infrastructure, and the affected communities as a whole during the recent decades and their …

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 …

Drowning in the information flood: Machine-learning-based relevance classification of flood-related tweets for disaster management

E Blomeier, S Schmidt, B Resch - Information, 2024 - mdpi.com
In the early stages of a disaster caused by a natural hazard (eg, flood), the amount of
available and useful information is low. To fill this informational gap, emergency responders …

Class specific TF-IDF boosting for short-text classification: Application to short-texts generated during disasters

S Ghosh, MS Desarkar - Companion proceedings of the the web …, 2018 - dl.acm.org
Proper formulation of features plays an important role in short-text classification tasks as the
amount of text available is very little. In literature, Term Frequency-Inverse Document …

Identifying humanitarian information for emergency response by modeling the correlation and independence between text and images

X Wu, J Mao, H **e, G Li - Information Processing & Management, 2022 - Elsevier
Abstract Information residing in multiple modalities (eg, text, image) of social media posts
can jointly provide more comprehensive and clearer insights into an ongoing emergency. To …

[HTML][HTML] A multimodal data analysis approach to social media during natural disasters

M Zhang, Q Huang, H Liu - Sustainability, 2022 - mdpi.com
During natural disasters, social media can provide real time or rapid disaster, perception
information to help government managers carry out disaster response efforts efficiently …

A review of usage and applications of social media analytics

S Madila, M Dida, S Kaijage - 2021 - 41.59.85.213
This paper presents the report of a social media analytics (SMA) review. The review
conducted to find out the methods and tools used in social media analytics, types of social …

Sentiment analysis of mixed-case language using natural language processing

P Awatramani, R Daware, H Chouhan… - … inventive research in …, 2021 - ieeexplore.ieee.org
Social Networking has become a platform for people to post their views and opinions about
everything. People tend to mix their regional language with other languages that they are …

[PDF][PDF] Text classification model for methamphetamine-related tweets in Southeast Asia using dual data preprocessing techniques.

N Chayangkoon, A Srivihok - International Journal of …, 2021 - pdfs.semanticscholar.org
Methamphetamine addiction is a prominent problem in Southeast Asia. Drug addicts often
discuss illegal activities on popular social networking services. These individuals spread …