Network, Popularity and Social Cohesion: A Game-Theoretic Approach

被引:0
|
作者
Liu, Jiamou [1 ]
Wei, Ziheng [1 ]
机构
[1] Univ Auckland, Dept Comp Sci, Auckland, New Zealand
关键词
COMMUNITY STRUCTURE;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In studies of social dynamics, cohesion refers to a group's tendency to stay in unity, which - as argued in sociometry - arises from the network topology of interpersonal ties. We follow this idea and propose a game-based model of cohesion that not only relies on the social network, but also reflects individuals' social needs. In particular, our model is a type of cooperative games where players may gain popularity by strategically forming groups. A group is socially cohesive if the grand coalition is core stable. We study social cohesion in some special types of graphs and draw a link between social cohesion and the classical notion of structural cohesion (White and Harary 2001). We then focus on the problem of deciding whether a given social network is socially cohesive and show that this problem is CoNP-complete. Nevertheless, we give two efficient heuristics for coalition structures where players enjoy high popularity and experimentally evaluate their performances.
引用
收藏
页码:600 / 606
页数:7
相关论文
共 50 条
  • [41] A Game-theoretic Approach to Data Interaction
    McCamish, Ben
    Ghadakchi, Vahid
    Termehchy, Arash
    Touri, Behrouz
    Cotilla-Sanchez, Eduardo
    Huang, Liang
    Changpinyo, Soravit
    ACM TRANSACTIONS ON DATABASE SYSTEMS, 2020, 45 (01):
  • [42] A GAME-THEORETIC APPROACH TO INTEGRATION OF MODULES
    BOZMA, HI
    DUNCAN, JS
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1994, 16 (11) : 1074 - 1086
  • [43] A Game-Theoretic Approach to Peer Disagreement
    Heesen, Remco
    van der Kolk, Pieter
    ERKENNTNIS, 2016, 81 (06) : 1345 - 1368
  • [44] Two game-theoretic problems of approach
    Ershov, A. A.
    Ushakov, A., V
    Ushakov, V. N.
    SBORNIK MATHEMATICS, 2021, 212 (09) : 1228 - 1260
  • [45] A Game-Theoretic Approach to Hypergraph Clustering
    Bulo, Samuel Rota
    Pelillo, Marcello
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 35 (06) : 1312 - 1327
  • [46] Portfolio Selection: A Game-Theoretic Approach
    Simonian, Joseph
    JOURNAL OF PORTFOLIO MANAGEMENT, 2019, 45 (06): : 108 - 116
  • [47] Game-theoretic approach for information sharing
    Raweewan, Morrakot
    Ferrell, William G., Jr.
    2ND IEEE ASIA-PACIFIC SERVICES COMPUTING CONFERENCE, PROCEEDINGS, 2007, : 111 - +
  • [48] A game-theoretic approach for locally detecting overlapping communities in social networks
    Soleimanpour, Mahboobeh
    Hamze, Ali
    2016 EIGHTH INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE TECHNOLOGY (IKT), 2016, : 38 - 44
  • [49] Discovering overlapping communities in social networks: A novel game-theoretic approach
    Alvari, Hamidreza
    Hashemi, Sattar
    Hamzeh, Ali
    AI COMMUNICATIONS, 2013, 26 (02) : 161 - 177
  • [50] A Cooperative Game-Theoretic Approach to Cellular Network Hand-off
    Yu, Yongxue
    Sankar, Ravi
    2010 WIRELESS TELECOMMUNICATIONS SYMPOSIUM (WTS), 2010,