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[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 …
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
Social media offers participatory and collaborative structure and collective knowledge
building capacity to the public information and warning approaches. Therefore, the author …
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
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 …
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
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 …
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 …
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 …
information to help government managers carry out disaster response efforts efficiently …
A review of usage and applications of social media analytics
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 …
conducted to find out the methods and tools used in social media analytics, types of social …
Using neural topic models to track context shifts of words: a case study of COVID-related terms before and after the lockdown in April 2020
This paper explores lexical meaning changes in a new dataset, which includes tweets from
before and after the COVID-related lockdown in April 2020. We use this dataset to evaluate …
before and after the COVID-related lockdown in April 2020. We use this dataset to evaluate …
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 …
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 …
discuss illegal activities on popular social networking services. These individuals spread …