Large-scale structural organization of social networks

被引:43
|
作者
Motter, AE [1 ]
Nishikawa, T
Lai, YC
机构
[1] Arizona State Univ, Dept Math, Tempe, AZ 85287 USA
[2] Max Planck Inst Phys Komplexer Syst, D-01187 Dresden, Germany
[3] Arizona State Univ, Dept Elect Engn, Tempe, AZ 85287 USA
[4] Arizona State Univ, Dept Phys, Tempe, AZ 85287 USA
关键词
D O I
10.1103/PhysRevE.68.036105
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
The characterization of large-scale structural organization of social networks is an important interdisciplinary problem. We show, by using scaling analysis and numerical computation, that the following factors are relevant for models of social networks: the correlation between friendship ties among people and the position of their social groups, as well as the correlation between the positions of different social groups to which a person belongs.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Multirelational organization of large-scale social networks in an online world
    Szell, Michael
    Lambiotte, Renaud
    Thurner, Stefan
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (31) : 13636 - 13641
  • [2] The large-scale organization of metabolic networks
    Jeong, H
    Tombor, B
    Albert, R
    Oltvai, ZN
    Barabási, AL
    [J]. NATURE, 2000, 407 (6804) : 651 - 654
  • [3] The large-scale organization of metabolic networks
    H. Jeong
    B. Tombor
    R. Albert
    Z. N. Oltvai
    A.-L. Barabási
    [J]. Nature, 2000, 407 : 651 - 654
  • [4] Computing global structural balance in large-scale signed social networks
    Facchetti, Giuseppe
    Iacono, Giovanni
    Altafini, Claudio
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (52) : 20953 - 20958
  • [5] The large-scale organization of chemical reaction networks in astrophysics
    Sole, RV
    Munteanu, A
    [J]. EUROPHYSICS LETTERS, 2004, 68 (02): : 170 - 176
  • [6] Structural instability of large-scale functional networks
    Mizutaka, Shogo
    Yakubo, Kousuke
    [J]. PLOS ONE, 2017, 12 (07):
  • [7] Social Influence Analysis in Large-scale Networks
    Tang, Jie
    Sun, Jimeng
    Wang, Chi
    Yang, Zi
    [J]. KDD-09: 15TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2009, : 807 - 815
  • [8] Analysis of large-scale social and information networks
    Kleinberg, Jon
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2013, 371 (1987):
  • [9] Quantifying social segregation in large-scale networks
    Bjørn-Atle Reme
    Andreas Kotsadam
    Johannes Bjelland
    Pål Roe Sundsøy
    Jo Thori Lind
    [J]. Scientific Reports, 12
  • [10] Quantifying social segregation in large-scale networks
    Reme, Bjorn-Atle
    Kotsadam, Andreas
    Bjelland, Johannes
    Sundsoy, Pal Roe
    Lind, Jo Thori
    [J]. SCIENTIFIC REPORTS, 2022, 12 (01)