TY - JOUR

T1 - Importance of Agents in Networks: Clique Based Game-Theoretic Approach

AU - Li, Juping

AU - Tur, Anna

AU - Zavrajnov, Maksim

N1 - Li , J., Tur, A., & Zavrajnov, M. (2023). Importance of Agents in Networks: Clique Based Game-Theoretic Approach. Contributions to Game Theory and Management, 15, 189-199. Retrieved from https://gametheory.spbu.ru/article/view/15254

PY - 2022

Y1 - 2022

N2 - 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

AB - 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

KW - cooperative game

KW - game on graph

KW - Shapley value

KW - clique

M3 - Article

VL - 15

SP - 189

EP - 199

JO - Contributions to Game Theory and Management

JF - Contributions to Game Theory and Management

SN - 2310-2608

ER -