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一种基于层次化社团结构的复杂网络可视化平台 被引量：4

A Platform for Complex Network Visualization Based on Hierarchical Community Structure
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摘要 基于层次化的网络社团结构,提出了一种可以应用于大型复杂网络的可视化方法,并编程实现了交互平台.该平台采用圆环布局,能提供大量的交互功能,使用户从不同层次上查看网络结构信息.平台还实现了重叠节点的找寻,以及社团动态演化等与网络社团分析有密切关系的功能. This paper put forward a visualization method for large-scale complex networks, and carried out the interaction platform based on hierarchical community structure.The platform introduces circle layout and provides the users with many interactive functions so that they can explore networks from various levels.The platform also implements functions closely related with network community analysis,such as finding overlapping nodes and dynamic evolvement of communities.
作者 周炎 刘亚冰 汪小帆
机构地区 上海交通大学自动化系
出处 《上海交通大学学报》 EI CAS CSCD 北大核心 2010年第3期332-335,339,共5页 Journal of Shanghai Jiaotong University
基金 国家自然科学基金资助项目(60674045) 上海市优秀学科带头人计划(07XD14017)资助项目
关键词 复杂网络 可视化 社团 层次性 complex network visualization community hierarchy
分类号 N941 [自然科学总论—系统科学] TP311.13 [自动化与计算机技术—计算机软件与理论]
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参考文献10

  • 1Gajer P, Goodrich M T, Kobourov S G. A multidimensional approach to force-directed layouts of large graphs[J]. Computational Geometry, 2004, 29:3-18.
  • 2Noack A. An energy model for visual graph clustering[J]. Lecture Notes in Computer Science, 2003, 2912 : 425-436.
  • 3Quigley A, Eades P. FADE: Graph drawing, clustering, and visual [J]. Lecture Notes in Computer Science, 2001, 1984: 197-210.
  • 4Alvarez-Hamelin J I, Dall'Asta L, Barrat A, et al. K-core decomposition: A tool for the visualization of large scale networks[EB/OL]. (2005-12-14) [2009- 03-10]. http ://arxiv. org/pdf/cs. NL/0504107.
  • 5Henry N, Fekete J D, McGuffin M J. NodeTrix: A hybrid visualization of social networks [J ]. IEEE Transactions on Visualization and Computer Graphics, Springer, 2007, 13(6) :1032-1039.
  • 6Blondel V D, Guillaume J L, Lambiotte R. Fast unfolding of communities in large networks[J]. J Stat Mech, 2008, 211:100-108.
  • 7Pons P, Latapy M. Computing communities in large networks using random walks [J].Journal of Graph Algorithms and Applications, 2006,10191 : 191-218.
  • 8Clauset A, Newman M E J , Moore C. Finding community structure in very large networks[J].Phys Rev, 2004,E 70: 066-111.
  • 9Palla G, Derenyi I, Farkas I, et al. Uncovering the overlapping community structure of complex networks in nature and society[J].Natrue, 2005, 434: 814-818.
  • 10Lancichinetti A, Fortunato S, Kertesz J. Detecting the overlapping and hierarchical community structure in complex networks[J]. New J Phys, 2009 (033015) : 78-82.

同被引文献24

  • 1H Kwak, et al. What is twitter, a social network or a news media.'? [ C]. In Proc. of the 19'h International Conference on World Wide Web, 2010:591-600.
  • 2T Kamada and S Kawai. An Algorithm for Drawing General Undi- rected Graph[ J]. Information Processing Letters, 1989,31 ( 1 ) : 7 -15.
  • 3Y Ahn, et al. Analysis of topological characteristics of huge online social networking services[ C]. In Proc. of 16th International Con- ference on World Wide Web, 2007:835-844.
  • 4F van Ham, et al. Honeycomb: Visual Analysis of Large ScaleSocial Networks[ M ]. Human-Computer Interaction, 2009 : 429 - 442.
  • 5Ulrike yon Luxbury. A tutorial on spectral clustering[ J]. Statistics and Computing, 2007,17 (4) :395-416.
  • 6F R Chung. Spectral Graph Theory (CBMS Regional Conference Series in Mathematics, No. 92) [ M]. American Mathematical So- ciety, 1997.
  • 7胡海波,徐玲,王科,汪小帆.大型在线社会网络结构分析[J].上海交通大学学报,2009,43(4):587-591. 被引量：28
  • 8汪小帆,刘亚冰.复杂网络中的社团结构算法综述[J].电子科技大学学报,2009,38(5):537-543. 被引量：80
  • 9Xie Weihao,Chen Huimin,Yang Xiumei,Xiong Yong.THE STUDY ON DEGREE DISTRIBUTION PROPERTY OF COMPLEX NETWORK BASED ON COOPERATIVE COMMUNICATION[J].Journal of Electronics(China),2010,27(2):224-229. 被引量：1
  • 10吕琳媛,陆君安,张子柯,闫小勇,吴晔,史定华,周海平,方锦清,周涛.复杂网络观察[J].复杂系统与复杂性科学,2010,7(2):173-186. 被引量：28

引证文献4

二级引证文献7

上海交通大学学报
2010年 第3期

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