Ensemble learning and stacked convolutional neural network for Covid-19 situational information analysis using social media data

M Bisi, R Maurya - Multimedia Tools and Applications, 2024 - Springer
Twitter has evolved into a primary platform for sharing opinions and insights on current
events, such as the ongoing coronavirus pandemic. It's now regarded as one of the foremost …

True or false? Linguistic and demographic factors influence veracity judgment of COVID-19 rumors

C Fu, J Zhang, X Kang - Humanities and Social Sciences …, 2024 - nature.com
Rumors about COVID-19 have been prevalent around the world during the pandemic. Using
a veracity judgment task, the present study investigates whether young adults (N= 112) …

Rumour detection on benchmark twitter datasets using graph neural networks with data augmentation

S Patel, P Bansal, P Kaur - Social Network Analysis and Mining, 2024 - Springer
Social media has become a significant source of essential facts and alarming falsehoods,
including rumours. A significant increase in rumour spreading has occurred due to the lack …

Rumour detection using graph neural network and oversampling in benchmark Twitter dataset

S Patel, P Bansal, P Kaur - arXiv preprint arXiv:2212.10080, 2022 - arxiv.org
Recently, online social media has become a primary source for new information and
misinformation or rumours. In the absence of an automatic rumour detection system the …

[PDF][PDF] A Two-step Rumor Detection and Classification Method Using Machine Learning

B Pan - 2022 - ceur-ws.org
The spread of the Internet and mobile devices has made it easier, faster and more widely to
disseminate information. But rumors also spread quickly through the Internet, which can …

True or false? Linguistic and demographic factors influence veracity judgment of COVID-19 rumors

X Kang, C Fu, J Zhang - 2024 - researchsquare.com
Rumors about COVID-19 have been prevalent around the world during the pandemic. Using
a veracity judgment task, the present study investigates whether young adults (N= 112) …

Disinformation analysis based on linguistic features

S Savvaidou - 2022 - repository.ihu.edu.gr
Disinformation meaning comes from its latin prefix dis-to the word information which ads a
negative sign. People tend to research, find a solution and try to fix anything wrong. There …