Computational Modeling of Cultural Dimensions in Adversary Organizations

Abstract

The initial objectives of the "Computational Modeling of Cultural Dimensions in Adversary Organizations" were: (a) To relate an adversary's organizational structure to behavior when both structure and behavior are conditioned by cultural and social characteristics, as they always are in realistic settings. (b) To address basic research questions centered on locating the points of influence and characterizing the processes necessary to influence organizations in diverse cultures. (c) To explore, through a computational modeling framework, the nexus between data and models for individual adversaries (micro level) and data and models for organizations of adversaries (macro level). As the project evolved, additional objectives were introduced: (d) To explore multi-modeling as a way to model adversary behaviors and research the underlying theory (meta-modeling) (e) Demonstrate the approach through a case study that addresses issues of deterrence. A set of tasks was defined for achieving the these objectives. They were: Task 1: Implement a testbed for computational modeling. Task 2: Expand and enhance the existing models at George Mason University's System Architectures Laboratory (GMU/SAL) and at Carnegie Mellon University's Center for Computational Analysis of Social and Organizational Systems (CMU/CASOS) Task 3: Conduct computational experiments to address the set of research hypotheses. Task 4: Develop and transition theory-based tools to the Air Force Task 5: Provide Education and Training Task 6: Meta-Modeling for Multi-Modeling Integration Task 7: Demonstration of Computational Experiment Task 8: Management and Documentation.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2010
Accession Number
ADA539467

Entities

People

  • A. E. Olmez
  • Abbas K. Zaidi
  • Alexander H. Levis
  • Ashraf Abusharekh
  • Brian Hirshman
  • Claudio Cioffi-revilla
  • Faisal Mansoor
  • Geoffrey P. Morgan
  • Il-chul Moon
  • Jesse St. Charles
  • Kathleen Carley
  • Lee W. Wagenhals
  • M. F. Rafi
  • Michael Lanham
  • P. Papantoni-kazakos
  • Pedro Romero
  • Peter Pachowicz
  • Robert J. Elder
  • Smriti K. Kansal
  • Tod S. Levit

Organizations

  • George Mason University

Tags

Communities of Interest

  • Biomedical
  • C4I
  • Cyber
  • Energy and Power Technologies
  • Engineered Resilient Systems
  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Bayesian Networks
  • Cognition
  • Computational Science
  • Computer Programming
  • Contingency Operations (Military)
  • Data Mining
  • Databases
  • Health Services
  • Human Behavior
  • Information Processing
  • Information Science
  • Machine Learning
  • Military Organizations
  • Military Science
  • Network Science
  • Organizational Structure
  • Surveillance

Fields of Study

  • Computer science

Readers

  • Neural Network Machine Learning.
  • Organizational Process Management (OPM).
  • Systems Analysis and Design