Modeling online social networks based on preferential linking

被引:0
|
作者
胡海波 [1 ]
郭进利 [2 ]
陈骏 [1 ]
机构
[1] Department of Management,East China University of Science and Technology
[2] School of Management,University of Shanghai for Science and Technology
基金
中国国家自然科学基金;
关键词
online social network; preferential linking; model; power law;
D O I
暂无
中图分类号
TP393.09 [];
学科分类号
080402 ;
摘要
We study the phenomena of preferential linking in a large-scale evolving online social network and find that the linear preference holds for preferential creation,preferential acceptance,and preferential attachment.Based on the linear preference,we propose an analyzable model,which illustrates the mechanism of network growth and reproduces the process of network evolution.Our simulations demonstrate that the degree distribution of the network produced by the model is in good agreement with that of the real network.This work provides a possible bridge between the micro-mechanisms of network growth and the macrostructures of online social networks.
引用
收藏
页码:575 / 580
页数:6
相关论文
共 50 条
  • [31] Implicit User Trust Modeling Based on User Attributes and Behavior in Online Social Networks
    Khan, Jebran
    Lee, Sungchang
    IEEE ACCESS, 2019, 7 : 142826 - 142842
  • [32] Information dissemination modeling based on rumor propagation in online social networks with fuzzy logic
    Hosseini, Soodeh
    Zandvakili, Aboozar
    SOCIAL NETWORK ANALYSIS AND MINING, 2022, 12 (01)
  • [33] HANDLING BIG DATA ON AGENT-BASED MODELING OF ONLINE SOCIAL NETWORKS WITH MAPREDUCE
    Gatti, Maira A. de C.
    Vieira, Marcos R.
    de Melo, Joao Paulo F.
    Cavalin, Paulo Rodrigo
    Pinhanez, Claudio Santos
    PROCEEDINGS OF THE 2014 WINTER SIMULATION CONFERENCE (WSC), 2014, : 851 - 862
  • [34] Community clustering based on trust modeling weighted by user interests in online social networks
    Ullah, Farman
    Lee, Sungchang
    CHAOS SOLITONS & FRACTALS, 2017, 103 : 194 - 204
  • [35] Evolutionary of online social networks driven by pareto wealth distribution and bidirectional preferential attachment
    Zhou, Bin
    Yan, Xiao-Yong
    Xu, Xiao-Ke
    Xu, Xiao-Ting
    Wang, Nianxin
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 507 : 427 - 434
  • [36] Modeling Video Viewing and Sharing Behaviors In Online Social Networks
    Long, Yi
    Li, Victor O. K.
    Niu, Guolin
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, : 1244 - 1249
  • [37] Modeling communication asymmetry and content personalization in online social networks
    Galante, Franco
    Vassio, Luca
    Garetto, Michele
    Leonardi, Emilio
    ONLINE SOCIAL NETWORKS AND MEDIA, 2023, 37
  • [38] Requirements Engineering Patterns for the Modeling of Online Social Networks Features
    Bouraga, Sarah
    Jureta, Ivan
    Faulkner, Stephane
    2014 IEEE 4TH INTERNATIONAL WORKSHOP ON REQUIREMENTS (REPA), 2014, : 33 - 38
  • [39] Modeling the dynamics of user adoption and abandonment in online social networks
    Kimmel, Noah
    Kong, Lingju
    Wang, Min
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2025, 48 (02) : 1853 - 1868
  • [40] Modeling for Information Diffusion in Online Social Networks via Hydrodynamics
    Hu, Ying
    Song, Rachel Jeungeun
    Chen, Min
    IEEE ACCESS, 2017, 5 : 128 - 135