A survey on stance detection for mis-and disinformation identification
Understanding attitudes expressed in texts, also known as stance detection, plays an
important role in systems for detecting false information online, be it misinformation …
important role in systems for detecting false information online, be it misinformation …
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 …
Modeling conversation structure and temporal dynamics for jointly predicting rumor stance and veracity
Automatically verifying rumorous information has become an important and challenging task
in natural language processing and social media analytics. Previous studies reveal that …
in natural language processing and social media analytics. Previous studies reveal that …
A survey on rumor detection and prevention in social media using deep learning
B Pattanaik, S Mandal, RM Tripathy - Knowledge and Information Systems, 2023 - Springer
In the current digital era, massive amounts of unreliable, purposefully misleading material,
such as texts and images, are being shared widely on various web platforms to deceive the …
such as texts and images, are being shared widely on various web platforms to deceive the …
Review of stance detection for rumor verification in social media
HF Alsaif, HD Aldossari - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Social media is a perfect breeding ground for false rumors due to the simplicity of sharing
information, which may have negative implications in a variety of domains, including …
information, which may have negative implications in a variety of domains, including …
Coupled hierarchical transformer for stance-aware rumor verification in social media conversations
The prevalent use of social media enables rapid spread of rumors on a massive scale,
which leads to the emerging need of automatic rumor verification (RV). A number of previous …
which leads to the emerging need of automatic rumor verification (RV). A number of previous …
Can machines learn to detect fake news? a survey focused on social media
F Cardoso Durier da Silva, R Vieira, AC Garcia - 2019 - scholarspace.manoa.hawaii.edu
Through a systematic literature review method, in this work we searched classical electronic
libraries in order to find the most recent papers related to fake news detection on social …
libraries in order to find the most recent papers related to fake news detection on social …
Rumor detection in social networks via deep contextual modeling
Fake news and rumors constitute a major problem in social networks recently. Due to the
fast information propagation in social networks, it is inefficient to use human labor to detect …
fast information propagation in social networks, it is inefficient to use human labor to detect …
Stanceosaurus: Classifying stance towards multicultural misinformation
We present Stanceosaurus, a new corpus of 28,033 tweets in English, Hindi and Arabic
annotated with stance towards 250 misinformation claims. As far as we are aware, it is the …
annotated with stance towards 250 misinformation claims. As far as we are aware, it is the …