Dataset for "Detection and Discovery of Misinformation Sources using Attributed Webgraphs"
We demonstrate that Search Engine Optimization (SEO) attributes provide strong signals for predicting news site reliability. We introduce a novel attributed webgraph dataset with labeled news domains and their connections to outlinking and backlinking domains. Finally, we introduce and evaluate a novel graph-based algorithm for discovering previously unknown misinformation news sources.
This dataset is provided courtesy of Ahrefs.com. The associated paper is upcoming at ICWSM 2024.
Scalable Tools for Social Media Assessment.
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