Exploitation of social media for emergency relief and preparedness: Recent research and trends
Abstract Online Social Media, such as Twitter, Facebook and WhatsApp, are important
sources of real-time information related to emergency events, including both natural …
sources of real-time information related to emergency events, including both natural …
Detecting fake news for reducing misinformation risks using analytics approaches
Fake news is playing an increasingly dominant role in spreading misinformation by
influencing people's perceptions or knowledge to distort their awareness and decision …
influencing people's perceptions or knowledge to distort their awareness and decision …
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 …
amount of text available is very little. In literature, Term Frequency-Inverse Document …
Identification of medical resource tweets using majority voting-based ensemble during disaster
S Madichetty - Social Network Analysis and Mining, 2020 - Springer
During disaster, detecting tweets related to the target event is a challenging task.
Earthquake, floods, tsunami, etc., are the examples for target event. Prior to several studies …
Earthquake, floods, tsunami, etc., are the examples for target event. Prior to several studies …
Graph neural network enhanced language models for efficient multilingual text classification
Online social media works as a source of various valuable and actionable information
during disasters. These information might be available in multiple languages due to the …
during disasters. These information might be available in multiple languages due to the …
Overview of the fire 2018 track: Information retrieval from microblogs during disasters (irmidis)
In countries like the US, European countries, Australia and Japan, user-generated content
from microblogging sites is extensively used for crowdsourcing actionable information …
from microblogging sites is extensively used for crowdsourcing actionable information …
Utilizing social media for emergency response: a tweet classification system using attention-based BiLSTM and CNN for resource management
R Koshy, S Elango - Multimedia Tools and Applications, 2024 - Springer
During disasters and emergencies, microblogging platforms like Twitter are crucial sources
of real-time information. With so much verbal content present during such situations, it is …
of real-time information. With so much verbal content present during such situations, it is …
Information retrieval from microblogs during disasters: In the light of irmidis task
In last few years, microblogging sites like Twitter have been evolved as a repository of
critical situational information during various mass emergencies. However, messages …
critical situational information during various mass emergencies. However, messages …
GNoM: graph neural network enhanced language models for disaster related multilingual text classification
Online social media works as a source of various valuable and actionable information
during disasters. These information might be available in multiple languages due to the …
during disasters. These information might be available in multiple languages due to the …
Extraction of named entities from social media text in tamil language using N-gram embedding for disaster management
In the present era, data in any form is considered with greater importance. More specifically,
text data has rich and brief information than any other form of data. Extraction and analysis of …
text data has rich and brief information than any other form of data. Extraction and analysis of …