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
来源
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 50 条
  • [41] An innovative summarization technique on large datasets for local outlier detection
    Shou, Zhaoyu
    Li, Simin
    ICIC Express Letters, 2015, 9 (11): : 2913 - 2918
  • [42] An Incremental Density-Based Clustering Technique for Large Datasets
    Rehman, Saif Ur
    Khan, Muhammed Naeem Ahmed
    COMPUTATIONAL INTELLIGENCE IN SECURITY FOR INFORMATION SYSTEMS 2010, 2010, 85 : 3 - 11
  • [43] Linear-time Diagram: A Set Visualisation Technique for Personal Visualisation to Understand Social Interactions over Time
    Sathiyanarayanan, Mithileysh
    Pirozzi, Donato
    PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2016, : 259 - 264
  • [44] Bayesian hierarchical spatio-temporal smoothing for very large datasets
    Katzfuss, Matthias
    Cressie, Noel
    ENVIRONMETRICS, 2012, 23 (01) : 94 - 107
  • [45] 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,
  • [46] Surface time series models for large spatio-temporal datasets
    Martinez-Hernandez, Israel
    Genton, Marc G.
    SPATIAL STATISTICS, 2023, 53
  • [47] LARGE-TIME BEHAVIOR OF A BRANCHING DIFFUSION ON A HYPERBOLIC SPACE
    Kelbert, M.
    Suhov, Y.
    THEORY OF PROBABILITY AND ITS APPLICATIONS, 2008, 52 (04) : 594 - 613
  • [49] Hyperbolic multichannel graph convolutional network for social recommendation
    Yang X.
    Chang M.
    Yu J.
    Wang D.
    Dang Z.
    Journal of Intelligent and Fuzzy Systems, 2024, 46 (04): : 9543 - 9557
  • [50] Social Network Ad Allocation via Hyperbolic Embedding
    Gao, Peixin
    Miao, Hui
    Baras, John S.
    2014 IEEE 53RD ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2014, : 4875 - 4880