A visualisation technique for large temporal social network datasets in Hyperbolic space

被引:2
|
作者
Turker, Uraz Cengiz [1 ]
Balcisoy, Selim [1 ]
机构
[1] Sabanci Univ, TR-34956 Istanbul, Turkey
关键词
Social networks; Hyperbolic layout; Visualisation; Temporal data;
D O I
10.1016/j.jvlc.2013.10.008
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Visualisations of temporal social network datasets have the potential to be complex and require a lot of cognitive input. In this paper, we present a novel visualisation approach that depicts both relational and statistical information of evolving social structures. The underlying framework is implemented by the usage of Hyperbolic Geometry to support focus context rendering. The proposed method guarantees representing prominent social actors through scaling their representations, preserves user's mental map, and provides the user to reduce visual clutter by means of filtering. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:227 / 242
页数:16
相关论文
共 40 条
  • [1] Remote visualisation of Labrador convection in large oceanic datasets
    West, L. J.
    Killworth, P. D.
    Cornell, V. C.
    Challenor, P. G.
    ATMOSPHERIC SCIENCE LETTERS, 2005, 6 (04): : 198 - 203
  • [2] Proximity, Communities, and Attributes in Social Network Visualisation
    Purchase, Helen C.
    Stirling, Nathan
    Archambault, Daniel
    2020 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM), 2020, : 65 - 72
  • [3] Metric embedding, hyperbolic space, and social networks
    Verbeek, Kevin
    Suri, Subhash
    COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS, 2016, 59 : 1 - 12
  • [4] Monitoring and Visualisation of the Large Hadron Collider Optical Private Network
    Marcu, Patricia
    Schmitz, David
    Hanemann, Andreas
    Trocha, Szymon
    9TH ROEDUNET IEEE INTERNATIONAL CONFERENCE, 2010, : 316 - +
  • [5] Improvements to Efficient Retrieval of Very Large Temporal Datasets with the TravelLight Method
    de Carvalho, Alexandre Valle
    Oliveira, Marco Amaro
    Rocha, Artur
    PROCEEDINGS OF THE 2014 9TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2014), 2014,
  • [6] VISUALISATION OF SOCIO-SPATIAL ISOLATION BASED ON HUMAN ACTIVITY PATTERNS AND SOCIAL NETWORKS IN SPACE-TIME
    Lee, Jae Yong
    Kwan, Mei-Po
    TIJDSCHRIFT VOOR ECONOMISCHE EN SOCIALE GEOGRAFIE, 2011, 102 (04) : 468 - 485
  • [7] Temporal Social Network Analysis of Discourse
    Dekker, A. H.
    19TH INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION (MODSIM2011), 2011, : 447 - 453
  • [8] Temporal Distance Metrics for Social Network Analysis
    Tang, John
    Musolesi, Mirco
    Mascolo, Cecilia
    Latora, Vito
    2ND ACM SIGCOMM WORKSHOP ON ONLINE SOCIAL NETWORKS (WOSN 09), 2009, : 31 - 36
  • [9] A Latent Space Network Model for Social Influence
    Sweet, Tracy
    Adhikari, Samrachana
    PSYCHOMETRIKA, 2020, 85 (02) : 251 - 274
  • [10] A Latent Space Network Model for Social Influence
    Tracy Sweet
    Samrachana Adhikari
    Psychometrika, 2020, 85 : 251 - 274