Computer Science - Social and Information Networks

Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media
Recent years have witnessed the rise of misinformation campaigns that spread specific narratives on social media to manipulate public …
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VigDet: Knowledge Informed Neural Temporal Point Process for Coordination Detection on Social Media
Recent years have witnessed an increasing use of coordinated accounts on social media, operated by misinformation campaigns to …
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Identifying Coordinated Accounts on Social Media through Hidden Influence and Group Behaviours
Disinformation campaigns on social media, involving coordinated activities from malicious accounts towards manipulating public opinion, …
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Network Inference from a Mixture of Diffusion Models for Fake News Mitigation
The dissemination of fake news intended to deceive people, influence public opinion and manipulate social outcomes, has become a …
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Combating Fake News: A Survey on Identification and Mitigation Techniques
The proliferation of fake news on social media has opened up new directions of research for timely identification and containment of …
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DynGEM: Deep Embedding Method for Dynamic Graphs
Embedding large graphs in low dimensional spaces has recently attracted significant interest due to its wide applications such as graph …
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CSI: A Hybrid Deep Model for Fake News Detection
The topic of fake news has drawn attention both from the public and the academic communities. Such misinformation has the potential of …
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Spectral Sparsification of Random-Walk Matrix Polynomials
We consider a fundamental algorithmic question in spectral graph theory: Compute a spectral sparsifier of random-walk matrix-polynomial …
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Collaborative Topic Regression with Social Matrix Factorization for Recommendation Systems
Social network websites, such as Facebook, YouTube, Lastfm etc, have become a popular platform for users to connect with each other and …
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