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cs.SI 1

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2026 1

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CONDITIONAL 1

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Trust-Aware Citation Cartel Ranking in Scholarly Knowledge Graphs

cs.SI · 2026-07-07 · conditional · novelty 6.0

A trust-aware pipeline combining SciBERT citation-intent classification with six structural features ranks suspicious citation communities on a 500K-paper DBLP graph, surfacing communities with 254x citation inflation and 64% superficial citations.

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  • Trust-Aware Citation Cartel Ranking in Scholarly Knowledge Graphs cs.SI · 2026-07-07 · conditional · none · ref 23

    A trust-aware pipeline combining SciBERT citation-intent classification with six structural features ranks suspicious citation communities on a 500K-paper DBLP graph, surfacing communities with 254x citation inflation and 64% superficial citations.