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
  • [21] The Geo-Social Presidency: Lest We Forget
    Hart, Roderick
    PRESIDENTIAL STUDIES QUARTERLY, 2011, 41 (04) : 766 - 769
  • [22] Geo-Social Semantic Profile Matching Algorithm for Dynamic Interests in Ad-hoc Social Network
    Aneja, Nagender
    Gambhir, Sapna
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION TECHNOLOGY CICT 2015, 2015, : 354 - 358
  • [23] Maximum Recommendation in Geo-social Network for Business
    Yu, Jing
    Na, Sanggyun
    Cui, Zongmin
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2019, 26 (02): : 433 - 440
  • [24] Towards Location Privacy Awareness on Geo-Social Networks
    Alrayes, Fatma
    Abdelmoty, Alia
    2016 10TH INTERNATIONAL CONFERENCE ON NEXT GENERATION MOBILE APPLICATIONS, SECURITY AND TECHNOLOGIES (NGMAST), 2016, : 105 - 114
  • [25] A spatial-temporal-semantic approach for detecting local events using geo-social media data
    Xu, Shishuo
    Li, Songnian
    Huang, Wei
    TRANSACTIONS IN GIS, 2020, 24 (01) : 142 - 173
  • [26] Geo-social group queries with minimum acquaintance constraints
    Zhu, Qijun
    Hu, Haibo
    Xu, Cheng
    Xu, Jianliang
    Lee, Wang-Chien
    VLDB JOURNAL, 2017, 26 (05): : 709 - 727
  • [27] UrbanHubble: Location Prediction and Geo-Social Analytics in LBSN
    Assam, Roland
    Feiden, Simon
    Seidl, Thomas
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, PT III, 2015, 9286 : 329 - 332
  • [28] Urban Flood Modelling Using Geo-social Intelligence
    Yang, Kun
    Michael, Katina
    Abbas, Roba
    Holderness, Tomas
    2017 IEEE INTERNATIONAL SYMPOSIUM ON TECHNOLOGY AND SOCIETY (ISTAS), 2017,
  • [29] Location-Related Privacy in Geo-Social Networks
    Vicente, Carmen Ruiz
    Freni, Dario
    Bettini, Claudio
    Jensen, Christian S.
    IEEE INTERNET COMPUTING, 2011, 15 (03) : 20 - 27
  • [30] A geo-social user profile for a personalized information retrieval
    Rafa, Tahar
    Kechid, Samir
    PROCEEDINGS OF THE 2016 8TH INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT AND ENGINEERING (ICIME 2016), 2016, : 62 - 66
12345