聖塔非研究所

摘要 We propose and study a set of algorithms for disc

2004 · 已發表論文 · 更新 2026/08/30 下午12:48

摘要 We propose and study a set of algorithms for discovering community structure in 網絡s natural divisions of 網絡 nodes into densely connected subgroups. Our algorithms all share two definitive…

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論文資訊

  • 類型:已發表論文
  • 日期:2004

摘要

We propose and study a set of algorithms for discovering community structure in 網絡s-natural divisions of 網絡 nodes into densely connected subgroups. Our algorithms all share two definitive features: first, they involve iterative removal of edges from the 網絡 to split it into communities, the edges removed being identified using any one of a number of possible "betweenness" measures, and second, these measures are, crucially, recalculated after each removal. We also propose a measure for the strength of the community structure found by our algorithms, which gives us an objective metric for choosing the number of communities into which a 網絡 should be divided. We demonstrate that our algorithms are highly effective at discovering community structure in both computer-generated and real-world 網絡

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