Social Networks
PulseAugur coverage of Social Networks — every cluster mentioning Social Networks across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Graph Neural Networks Offer Unsupervised Solution for Social Network Influence Maximization
Researchers have developed a new unsupervised graph neural network (GNN) framework to tackle the Minimum Dominating Set (MDS) problem, which is crucial for influence maximization in social networks. This novel approach …
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Deep learning system enhances credit risk warnings with multi-source data
Researchers have designed a novel credit risk early warning system that leverages deep learning and multi-source heterogeneous data. This system integrates data from transaction behaviors and social networks using deep …
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New GNN ranks network nodes by betweenness centrality with fewer parameters
Researchers have developed a new Graph Neural Network (GNN) architecture called Degree-Mass Message Passing, designed to efficiently rank nodes by betweenness centrality in large networks. This model leverages the relat…
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LLM-driven framework simulates vaccine opinion dynamics
Researchers have developed a new framework that integrates Large Language Models (LLMs) into agent-based modeling to simulate complex social phenomena. This framework, demonstrated using vaccination opinion dynamics, ut…
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AI Contagion in Social Networks: New Research Explores Informational Risk
A new research paper explores the complex interplay between artificial intelligence (AI) and social communication networks, focusing on how AI-generated content can destabilize collective knowledge. The study introduces…
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Researchers analyze majority illusion detection in social networks
Researchers have analyzed the "majority illusion" phenomenon in social networks, where a minority opinion can appear dominant. They formally defined the $q$-Majority Illusion problem to determine if such illusions are d…
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US deepfake removal law faces censorship and victim aid concerns
The United States has enacted a law mandating social networks to promptly remove nonconsensual imagery, including sexual deepfakes. However, experts express concern that the legislation may be ineffective in aiding vict…