聖塔非研究所

生態系統中的臨界轉變與早期預警信號

2025-01-24 · 已發表論文 · 更新 2026/08/30 下午12:48

摘要 Fears about the destabilizing impact of mis資訊 online have motivated individuals and platforms to respond. Individuals have increasingly challenged others' online claims with fact checks i…

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論文資訊

  • 類型:已發表論文
  • 日期:2025-01-24

摘要

Fears about the destabilizing impact of mis資訊 online have motivated individuals and platforms to respond. Individuals have increasingly challenged others' online claims with fact-checks in pursuit of a healthier 資訊 ecosystem and to break down echo chambers of self-reinforcing opinion. Using Twitter (now X) data, here we show the consequences of individual mis資訊 tagging: tagged posters had explored novel political 資訊 and expanded topical interests immediately prior, but being tagged caused posters to retreat into 資訊 bubbles. These unintended consequences were softened by a collective verification system for mis資訊 moderation. In Twitter's new feature, Community Notes, mis資訊 tagging was peer-reviewed by other fact-checkers before revelation to the poster. With collective mis資訊 tagging, poster

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