Toward an interoperable dynamic network analysis toolkit

被引:78
作者
Carley, Kathleen M. [1 ]
Diesner, Jana [1 ]
Reminga, Jeffrey [1 ]
Tsvetovat, Maksim [1 ]
机构
[1] Carnegie Mellon Univ, Inst Software Int, Pittsburgh, PA 15213 USA
基金
美国安德鲁·梅隆基金会; 美国国家科学基金会;
关键词
interoperability; social network analysis software; dynamic network analysis; meta-matrix model; integrated CASOS toolset; link analysis; counter-terrorism;
D O I
10.1016/j.dss.2006.04.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To facilitate the analysis of real and simulated data on groups, organizations and societies, tools and measures are needed that can handle relational or network data that is multi-mode, multi-link and multi-time period in which nodes and edges have attributes with possible data errors and missing data. The integrated CASOS dynamic network analysis toolkit described in this paper is an interoperable set of scalable software tools. These tools form a toolchain that facilitate the dynamic extraction, analysis, visualization and reasoning about key actors, hidden groups, vulnerabilities and changes in such data at varying levels of fidelity. We present these tools and illustrate their capabilities using data collected from a series of 368 texts on an organizational system interfaced with covert networks in the Middle East. (C) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:1324 / 1347
页数:24
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