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arXiv physics/0507154physics.soc-ph
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二部网络的N体分解

N-body decomposition of bipartite networks

R. Lambiotte, M. Ausloos

摘要:

在本文中,我们提出了一种方法来项目合作网络,详细说明了科学家合作的几何结构。通过将范围限制为三体交互,我们专注于系统中三角形的数量,并显示多个科学家(超过2个)合作在社交网络中的重要性。这激发了广义网络的引入,其中基本连接不是二进制的,而是涉及任意数量的组件。我们着重讨论了三体情形,数值研究了渗流相变。

英文摘要:

In this paper, we present a method to project co-authorship networks, that accounts in detail for the geometrical structure of scientists collaborations. By restricting the scope to 3-body interactions, we focus on the number of triangles in the system, and show the importance of multi-scientists (more than 2) collaborations in the social network. This motivates the introduction of generalized networks, where basic connections are not binary, but involve arbitrary number of components. We focus on the 3-body case, and study numerically the percolation transition.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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