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This article is cited in 3 scientific papers (total in 3 papers)
Importance of agents in networks: clique based game-theoretic approach
Juping Lia, Anna Turb, Maksim Zavrajnovb a National Pipeline Network Group Southwest Pipeline Co, Ltd. Nanning Oil and Gas Branch, Liangqing District, Guangxi Zhuang Autonomous Region, China
b St. Petersburg State University, Faculty of Applied Mathematics and Control Processes, 7/9, Universitetskaya nab., St. Petersburg, 199034, Russia
Abstract:
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.
Keywords:
cooperative game, game on graph, Shapley value, clique.
Citation:
Juping Li, Anna Tur, Maksim Zavrajnov, “Importance of agents in networks: clique based game-theoretic approach”, Contributions to Game Theory and Management, 15 (2022), 189–199
Linking options:
https://www.mathnet.ru/eng/cgtm423 https://www.mathnet.ru/eng/cgtm/v15/p189
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