Detection and resolution of rumours in social media: A survey
Despite the increasing use of social media platforms for information and news gathering, its
unmoderated nature often leads to the emergence and spread of rumours, ie, items of …
unmoderated nature often leads to the emergence and spread of rumours, ie, items of …
A comprehensive survey on machine learning approaches for fake news detection
The proliferation of fake news on social media platforms poses significant challenges to
society and individuals, leading to negative impacts. As the tactics employed by purveyors of …
society and individuals, leading to negative impacts. As the tactics employed by purveyors of …
A survey on fake news and rumour detection techniques
False or unverified information spreads just like accurate information on the web, thus
possibly going viral and influencing the public opinion and its decisions. Fake news and …
possibly going viral and influencing the public opinion and its decisions. Fake news and …
Exploring deep neural networks for rumor detection
The widespread propagation of numerous rumors and fake news have seriously threatened
the credibility of microblogs. Previous works often focused on maintaining the previous state …
the credibility of microblogs. Previous works often focused on maintaining the previous state …
Detection and veracity analysis of fake news via scrap** and authenticating the web search
Social media has become a part of our day-to-day life and has become one of the significant
sources of information. Most of the information available on social media is in the form of …
sources of information. Most of the information available on social media is in the form of …
[HTML][HTML] Veracity assessment of online data
Fake news, malicious rumors, fabricated reviews, generated images and videos, are today
spread at an unprecedented rate, making the task of manually assessing data veracity for …
spread at an unprecedented rate, making the task of manually assessing data veracity for …
Can rumour stance alone predict veracity?
Prior manual studies of rumours suggested that crowd stance can give insights into the
actual rumour veracity. Even though numerous studies of automatic veracity classification of …
actual rumour veracity. Even though numerous studies of automatic veracity classification of …
Rumor detection in Arabic tweets using semi-supervised and unsupervised expectation–maximization
SM Alzanin, AM Azmi - Knowledge-Based Systems, 2019 - Elsevier
With the continued development of social networks, the spreading of information has
become faster than ever. Consequently, this has resulted in a problem with the reliability of …
become faster than ever. Consequently, this has resulted in a problem with the reliability of …
Analysis of techniques for rumor detection in social media
AR Pathak, A Mahajan, K Singh, A Patil… - Procedia Computer …, 2020 - Elsevier
The ubiquitous nature of social media platforms resulted into generation of large amount of
multimedia data in social networks. The openness and unrestricted way to share the …
multimedia data in social networks. The openness and unrestricted way to share the …
Rumor detection on social media: Datasets, methods and opportunities
Social media platforms have been used for information and news gathering, and they are
very valuable in many applications. However, they also lead to the spreading of rumors and …
very valuable in many applications. However, they also lead to the spreading of rumors and …