Detecting Dynamic and Static Geo-Social Communities

被引：0
|
作者：
Lin, Frank [1 ]
Renner, Ray [2 ]
机构：
[1] Northrop Grumman Informat Syst, Mclean, VA 22102 USA
[2] Northrop Grumman Informat Syst, Chantilly, VA USA
来源：
2013 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING FOR GEOSPATIAL RESEARCH AND APPLICATION (COM.GEO) | 2013年
关键词：
Graph Algorithms; Social Network Analysis; Geo-Social Community Detection; Label Propagation Algorithm;
D O I：
10.1109/COMGEO.2013.24
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
How communities form can depend on the geospatial location of people within a social network. Here, we investigated the implementation of the label propagation algorithm (LPA) and LabelRankT community detection algorithm in Gephi, a graph visualization tool. We researched extending these community detection algorithms to incorporate the geospatial distance between nodes in a network as a limiting factor for the automatic detection of community formation.
引用
收藏
页码：134 / +
页数：2
相关论文
共 50 条
  • [41] Geo-social group queries with minimum acquaintance constraints
    Qijun Zhu
    Haibo Hu
    Cheng Xu
    Jianliang Xu
    Wang-Chien Lee
    The VLDB Journal, 2017, 26 : 709 - 727
  • [42] Preface: special issue on geo-social media analytics
    Feng Chen
    Arnold Boedihardjo
    Chang-Tien Lu
    GeoInformatica, 2018, 22 : 503 - 506
  • [43] Preface: special issue on geo-social media analytics
    Chen, Feng
    Boedihardjo, Arnold
    Lu, Chang-Tien
    GEOINFORMATICA, 2018, 22 (03) : 503 - 506
  • [44] Appnography: A Method for Studying Geo-Social Networking Apps
    Petrychyn, Jonathan
    Couisneau, Luc S.
    Johnson, Corey W.
    Parry, Diana C.
    INTERNATIONAL JOURNAL OF QUALITATIVE METHODS, 2021, 20 : 58 - 58
  • [45] Finding Geo-Social Cohorts in Location-Based Social Networks
    Saleem, Muhammad Aamir
    Calders, Toon
    Pedersen, Torben Bach
    Karras, Panagiotis
    WEB AND BIG DATA, APWEB-WAIM 2021, PT II, 2021, 12859 : 368 - 383
  • [46] Access Control Models for Geo-Social Computing Systems
    Tarameshloo, Ebrahim
    Fong, Philip W. L.
    PROCEEDINGS OF THE 19TH ACM SYMPOSIUM ON ACCESS CONTROL MODELS AND TECHNOLOGIES (SACMAT'14), 2014, : 115 - 126
  • [47] Geo-social network publication based on differential privacy
    Wang, Xiaochun
    Li, Yidong
    FRONTIERS OF COMPUTER SCIENCE, 2018, 12 (06) : 1264 - 1266
  • [48] Geo-social network publication based on differential privacy
    Xiaochun Wang
    Yidong Li
    Frontiers of Computer Science, 2018, 12 : 1264 - 1266
  • [49] Measuring Urban Social Diversity Using Interconnected Geo-Social Networks
    Hristova, Desislava
    Williams, Matthew J.
    Musolesi, Mirco
    Panzarasa, Pietro
    Mascolo, Cecilia
    PROCEEDINGS OF THE 25TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW'16), 2016, : 21 - 30
  • [50] Seed-Driven Geo-Social Data Extraction
    Isaj, Suela
    Pedersen, Torben Bach
    SSTD '19 - PROCEEDINGS OF THE 16TH INTERNATIONAL SYMPOSIUM ON SPATIAL AND TEMPORAL DATABASES, 2019, : 11 - 20
12345