聖塔非研究所

維基百科上的衝突與計算:編輯器互動的有限狀態機分析

2016-07-08 · 已發表論文 · 更新 2026/08/30 下午12:48

摘要 What is the boundary between a vigorous argument and a breakdown of relations? What drives a group of individuals across it? Taking Wikipedia as a test case, we use a hidden 馬可夫 model to …

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  • 類型:已發表論文
  • 日期:2016-07-08

摘要

What is the boundary between a vigorous argument and a breakdown of relations? What drives a group of individuals across it? Taking Wikipedia as a test case, we use a hidden 馬可夫 model to approximate the 計算 structure and 社會 grammar of more than a decade of 合作 and conflict among its editors. Across a wide range of pages, we discover a bursty war/peace structure where the systems can become trapped, sometimes for months, in a 計算 subspace associated with significantly higher levels of conflict-tracking "revert" actions. Distinct patterns of behavior characterize the lower-conflict subspace, including tit-for-tat reversion. While a fraction of the transitions between these subspaces are associated with top-down actions taken by administrators, the effects are weak. Surprisingly, we find no 統計 s

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