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Empirical Success in Prebunking
Manage episode 423769840 series 3474160
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This story was originally published on HackerNoon at: https://hackernoon.com/empirical-success-in-prebunking.
Optimally delivering prebunks minimizes misinformation spread. Algorithm 3 outperforms baselines in simulations, though real-world deviations exist.
Check more stories related to media at: https://hackernoon.com/c/media. You can also check exclusive content about #social-media-misinformation, #prebunking, #news-on-social-networks, #countering-misinformation, #social-media-censorship, #rumor-propagation, #automated-fact-checking, #prebunking-algorithms, and more.
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The study defines optimal prebunking as a minimax optimization problem. Algorithm 3, validated through simulations on Chung-Lu models, outperforms baseline methods but faces limitations in network structure assumptions and real-world deviations. Future work aims to extend prebunking optimization to entire social networks.
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