Rumors Detection Based on Lifelong Machine Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3152842
Abstract: The amount of training data in the field of Weibo rumor detection is small, and online news changes constantly, but the existing rumor detection models do not have the ability of continuous learning, they also… read more here.
Keywords: rumor detection; machine learning; knowledge; detection ... See more keywords
COVID-19 Rumor Detection Using Psycho-Linguistic Features
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3220369
Abstract: During the onset of COVID-19 pandemic, the social media was flooded with misinformation. Irrespective of the type of the misinformation, such contents played a significant role in increasing confusion among people in the middle of… read more here.
Keywords: rumor detection; misinformation; covid; detection ... See more keywords
Multimodal Fusion Network With Contrary Latent Topic Memory for Rumor Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE MultiMedia"
DOI: 10.1109/mmul.2022.3146568
Abstract: Rumors can mislead readers and even have a negative impact on public events, especially multimodal rumors with text and images, which attract readers’ attention more easily. Most existing methods focus on capturing specific characteristics of… read more here.
Keywords: rumor; network; fusion; rumor detection ... See more keywords
Improving Rumor Detection by Promoting Information Campaigns With Transformer-Based Generative Adversarial Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2021.3112497
Abstract: Rumors can cause devastating consequences to individuals and our society. Analysis shows that the widespread of rumors typically results from deliberate promotion of information with unknown veracity aiming to shape the collective public opinions on… read more here.
Keywords: information; rumor detection; generative adversarial; detection ... See more keywords
Joint Stance and Rumor Detection in Hierarchical Heterogeneous Graph.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3114027
Abstract: Recently, large volumes of false or unverified information (e.g., fake news and rumors) appear frequently in emerging social media, which are often discussed on a large scale and widely disseminated, causing bad consequences. Many studies… read more here.
Keywords: stance rumor; rumor detection; hierarchical heterogeneous; detection ... See more keywords
Rumor Detection on Social Media via Fused Semantic Information and a Propagation Heterogeneous Graph
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DOI: 10.3390/sym12111806
Abstract: Social media had a revolutionary impact because it provides an ideal platform for share information; however, it also leads to the publication and spreading of rumors. Existing rumor detection methods have relied on finding cues… read more here.
Keywords: social media; propagation; detection; information ... See more keywords
Rumor Detection with Hierarchical Representation on Bipartite Adhoc Event Trees
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.48550/arxiv.2304.13895
Abstract: The rapid growth of social media has caused tremendous effects on information propagation, raising extreme challenges in detecting rumors. Existing rumor detection methods typically exploit the reposting propagation of a rumor candidate for detection by… read more here.
Keywords: rumor detection; event trees; event; detection ... See more keywords
Multi-modal affine fusion network for social media rumor detection
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.928
Abstract: With the rapid development of the Internet, people obtain much information from social media such as Twitter and Weibo every day. However, due to the complex structure of social media, many rumors with corresponding images… read more here.
Keywords: affine; rumor detection; network; fusion ... See more keywords