Discovering Motifs in Real-World Social Networks

被引:0
|
作者
Romijn, Lotte [1 ]
Nuallain, Breanndan O. [1 ,2 ]
Torenvliet, Leen [2 ]
机构
[1] Amsterdam Univ Coll, Amsterdam, Netherlands
[2] Univ Amsterdam, ILLC, NL-1012 WX Amsterdam, Netherlands
关键词
approximate counting; software development; social networks; big data; GRAPHS;
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
We built a framework for analyzing the contents of large social networks, based on the approximate counting technique developed by Gonen and Shavitt. Our toolbox was used on data from a large forum-boards. ie-the most prominent community website in Ireland. For the purpose of this experiment, we were granted access to 10 years of forum data. This is the first time the approximate counting technique is tested on real-world, social network data.
引用
收藏
页码:463 / 474
页数:12
相关论文
共 50 条
  • [1] Discovering Explorative Patterns from Real-World Complex Networks
    Yang, Bo
    Liu, Jiming
    [J]. 2011 INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2011), 2011, : 502 - 506
  • [2] Group Detection in Real-world Social Networks
    Wang, Lidong
    Zhang, Yun
    [J]. PROCEEDINGS OF 2016 9TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 2, 2016, : 264 - 267
  • [3] Influence Maximization in Real-World Closed Social Networks
    Huang, Shixun
    Lin, Wenqing
    Bao, Zhifeng
    Sun, Jiachen
    [J]. PROCEEDINGS OF THE VLDB ENDOWMENT, 2022, 16 (02): : 180 - 192
  • [4] Neural tracking of social hierarchies in adolescents' real-world social networks
    Dai, Junqiang
    Jorgensen, Nathan A.
    Duell, Natasha
    Capella, Jimmy
    Maza, Maria T.
    Kwon, Seh-Joo
    Prinstein, Mitchell J.
    Lindquist, Kristen A.
    Telzer, Eva H.
    [J]. SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE, 2023, 18 (01)
  • [5] Neural mechanisms tracking popularity in real-world social networks
    Zerubavel, Noam
    Bearman, Peter S.
    Weber, Jochen
    Ochsner, Kevin N.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (49) : 15072 - 15077
  • [6] Hyperfiniteness of Real-World Networks
    Honda, Yutaro
    Inoue, Yoshitaka
    Ito, Hiro
    Sasajima, Munehiko
    Teruyama, Junichi
    Uno, Yushi
    [J]. REVIEW OF SOCIONETWORK STRATEGIES, 2019, 13 (02): : 123 - 141
  • [7] Hyperfiniteness of Real-World Networks
    Yutaro Honda
    Yoshitaka Inoue
    Hiro Ito
    Munehiko Sasajima
    Junichi Teruyama
    Yushi Uno
    [J]. The Review of Socionetwork Strategies, 2019, 13 : 123 - 141
  • [8] The statistical physics of real-world networks
    Giulio Cimini
    Tiziano Squartini
    Fabio Saracco
    Diego Garlaschelli
    Andrea Gabrielli
    Guido Caldarelli
    [J]. Nature Reviews Physics, 2019, 1 : 58 - 71
  • [9] The statistical physics of real-world networks
    Cimini, Giulio
    Squartini, Tiziano
    Saracco, Fabio
    Garlaschelli, Diego
    Gabrielli, Andrea
    Caldarelli, Guido
    [J]. NATURE REVIEWS PHYSICS, 2019, 1 (01) : 58 - 71
  • [10] Spatial growth of real-world networks
    Kaiser, M
    Hilgetag, CC
    [J]. PHYSICAL REVIEW E, 2004, 69 (03) : 036103 - 1