Toward an interoperable dynamic network analysis toolkit

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.

[1]  John F. Sowa,et al.  Conceptual Structures: Information Processing in Mind and Machine , 1983 .

[2]  Kathleen M. Carley Smart Agents and Organizations of the Future , 2001 .

[3]  James H. Martin,et al.  Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition, 2nd Edition , 2000, Prentice Hall series in artificial intelligence.

[4]  D. Krackhardt Assessing the political landscape: Structure, cognition, and power in organizations. , 1990 .

[5]  Samuel B. Bacharach,et al.  Research in the Sociology of Organization. , 1994 .

[6]  Kathleen M. Carley,et al.  Modeling Complex Socio-technical Systems using Multi-Agent Simulation Methods , 2004, Künstliche Intell..

[7]  L. Ritter Tools and methods for embedded system design using Ada , 1989, TRI-Ada '88.

[8]  Roel Popping,et al.  Computer-assisted text analysis , 2000 .

[9]  Kathleen M. Carley A Theory of Group Stability , 1991 .

[10]  Kathleen M. Carley,et al.  Revealing Social Structure from Texts: Meta-Matrix Text Analysis as a Novel Method for Network Text Analysis , 2005 .

[11]  Tom A. B. Snijders,et al.  DYNAMIC SOCIAL NETWORK MODELING AND ANALYSIS , 2003 .

[12]  Kathleen M. Carley,et al.  Exploration of communication networks from the Enron email corpus , 2005 .

[13]  Kathleen M. Carley,et al.  A PCANS Model of Structure in Organizations , 1998 .

[14]  David S Alberts,et al.  Network Centric Warfare: Developing and Leveraging Information Superiority , 1999 .

[15]  H. Simon,et al.  A Behavioral Model of Rational Choice , 1955 .

[16]  K. Carley,et al.  Evolution of Networks ON THE EVOLUTION OF SOCIAL AND ORGANIZATIONAL NETWORKS , 2001 .

[17]  Valdis E. Krebs,et al.  Mapping Networks of Terrorist Cells , 2001 .

[18]  Kathleen M. Carley,et al.  Netintel: A Database for Manipulation of Rich Social Network Data , 2005 .

[19]  Erik R. Larsen,et al.  Dynamics of Organizations: Computational Modeling and Organizational Theories , 2001 .

[20]  Melvin J. Voigt,et al.  Progress in Communication Sciences , 1982 .

[21]  J. Wyatt Decision support systems. , 2000, Journal of the Royal Society of Medicine.

[22]  Kathleen M. Carley,et al.  ORA: Organization Risk Analyzer , 2004 .

[23]  Vladimir Batagelj,et al.  Pajek - Analysis and Visualization of Large Networks , 2001, Graph Drawing Software.

[24]  Kathleen M. Carley,et al.  Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers , 2004 .

[25]  Kathleen M. Carley Dynamic Network Analysis , 2003 .

[26]  Philippa Pattison,et al.  Dynamic Social Network Modelling and Analysis , 2003 .

[27]  Bernardo Magnini,et al.  A WordNet-Based Approach to Named Entites Recognition , 2002, COLING 2002.

[28]  Kathleen M. Carley,et al.  AutoMap 1.2 : extract, analyze, represent, and compare mental models from texts , 2004 .

[29]  John Scott What is social network analysis , 2010 .

[30]  Kathleen M. Carley,et al.  DyNetML: Interchange Format for Rich Social Network Data , 2004 .

[31]  Michael Jünger,et al.  Graph Drawing Software , 2003, Graph Drawing Software.

[32]  Gerald Benoît,et al.  Link analysis: An information science approach , 2006, J. Assoc. Inf. Sci. Technol..

[33]  Kathleen M. Carley,et al.  Construct - A Multi-Agent Network Model for the Co-Evolution of Agents and Socio-Cultural Environments , 2004 .

[34]  Terrill L. Frantz,et al.  An Automated Methodology for Conducting a Social Network Study of a University Faculty , 2005 .

[35]  Kathleen M. Carley STRUCTURAL CHANGE AND LEARNING WITHIN ORGANIZATIONS , 2001 .

[36]  Terrill L. Frantz,et al.  Relating Network Topology to the Robustness of Centrality Measures , 2005 .

[37]  E. F. Pearson Forensic Science Handbook , 1983 .