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
  • [31] A Game-Theoretic Approach to Covert Communications
    Leong, Alex S.
    Quevedo, Daniel E.
    Dey, Subhrakanti
    2020 IEEE 31ST ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (IEEE PIMRC), 2020,
  • [32] A Game-Theoretic Approach to Anonymous Networking
    Venkitasubramaniam, Parv
    Tong, Lang
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2012, 20 (03) : 892 - 905
  • [33] Contention control: A game-theoretic approach
    Chen, Lijun
    Low, Steven H.
    Doyle, John C.
    PROCEEDINGS OF THE 46TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2007, : 6183 - 6189
  • [34] Strategies in Dialogues: A Game-Theoretic Approach
    Kacprzak, Magdalena
    Dziubinski, Marcin
    Budzynska, Katarzyna
    COMPUTATIONAL MODELS OF ARGUMENT, 2014, 266 : 333 - 344
  • [35] ALOHA networks: a game-theoretic approach
    Sebastián Marbán
    Peter van de Ven
    Peter Borm
    Herbert Hamers
    Mathematical Methods of Operations Research, 2013, 78 : 221 - 242
  • [36] A Game-theoretic Approach to Behavioural Visualisation
    Westergaard, Michael
    ELECTRONIC NOTES IN THEORETICAL COMPUTER SCIENCE, 2008, 208 (113-129) : 113 - 129
  • [37] The evolution of anisogamy: a game-theoretic approach
    Bulmer, MG
    Parker, GA
    PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2002, 269 (1507) : 2381 - 2388
  • [38] A Game-Theoretic Approach to Peer Disagreement
    Remco Heesen
    Pieter van der Kolk
    Erkenntnis, 2016, 81 : 1345 - 1368
  • [39] A GAME-THEORETIC APPROACH TO SUBSIDIZING EMPLOYMENT
    SWALES, JK
    REGIONAL STUDIES, 1993, 27 (02) : 109 - 119
  • [40] A game-theoretic approach to constraint satisfaction
    Kolaitis, PG
    Vardi, MY
    SEVENTEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI-2001) / TWELFTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE (IAAI-2000), 2000, : 175 - 181