网络中代理的重要性:基于派系的博弈论方法

Contributions to Game Theory and Management Pub Date : 1900-01-01 DOI:10.21638/11701/spbu31.2022.14

Juping Li, A. Tur, Maksim Zavrajnov

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摘要

中心性度量通常用于检测重要节点。有一些指标可以衡量节点与不同社区的连通性。本文扩展了标准的网络中心性度量，提出了一种估计网络中节点重要性的方法，作为一种合作博弈的解决方案。介绍了定义这种合作博弈的三种方法。它们都使用了图中团的概念。考虑示例

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Importance of Agents in Networks: Clique Based Game-Theoretic Approach

Centrality measures are commonly used to detect important nodes. There are some metrics that measure a node's connectivity to different communities. This paper extends the standard network centrality measures and proposes to estimate the importance of nodes in network as a solution of a cooperative game. Three ways of defining such cooperative game are introduced. Each of them uses the concept of a clique in graph. Examples are considered

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Contributions to Game Theory and Management

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