Introduces Gated Network Credence model for trust-distrust ambivalence in opinion dynamics, identifying four regimes and a hub-periphery reversal in influence across synthetic and empirical networks.
Shifting attention to accuracy can reduce misinformation online,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
A dual-objective Pareto optimization re-ranks content using Spearman's footrule distance plus a credibility cost term, paired with a semi-automated credibility pipeline, and reports at most 7% deviation from the front on X/Twitter data.
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Regimes of Influence in Trust-Uncertainty Gated Networks
Introduces Gated Network Credence model for trust-distrust ambivalence in opinion dynamics, identifying four regimes and a hub-periphery reversal in influence across synthetic and empirical networks.
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Pareto Optimal Re-ranking with Semi-Automated Content Credibility Detection
A dual-objective Pareto optimization re-ranks content using Spearman's footrule distance plus a credibility cost term, paired with a semi-automated credibility pipeline, and reports at most 7% deviation from the front on X/Twitter data.