Using Simulation as a Knowledge Discovery Tool in an Adversary C2 Network

Abstract

This paper discusses a discrete-event simulation model of an adversary social network using Micro Saint Simulation software. The purpose is for knowledge discovery from the many interactions and relationships among and between the adversary players in the Iraqi conflicts, especially on the attack targets, weapons used, and the motives of attack. The model developed to solve the problem is an Adversary Network Simulation (ANS). ANS is a rule-based driven simulation that reasons from the strategic rules used by the adversaries. The ANS results provide important information in understanding the adversary behaviors in terms of selecting targets for attacks and the methods used in the attacks. The results show that coalition forces were targeted 68% of the time, Police stations 12.8%, mosques, 10.2%, malls and markets; 5.5%, and other public places, 3.2%. Most of the attacks to the coalition forces were from Al-Zawahari army, al-Qaida, Islamic Fundamentals, and Foreign agents. It was also revealed that ethnic fighting sponsored by rogue politicians led to attacks on the mosques.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 2009
Accession Number
ADA502976

Entities

People

  • Celestine A. Ntuen
  • E. H. Park
  • O. A. Alabi
  • Y. Seong

Organizations

  • North Carolina Agricultural and Technical State University

Tags

Communities of Interest

  • Autonomy
  • C4I
  • Energy and Power Technologies
  • Human Systems

DTIC Thesaurus Topics

  • Command And Control
  • Computers
  • Data Mining
  • Information Processing
  • Information Science
  • Information Systems
  • Joint Military Activities
  • Knowledge Management
  • Man Borne Improvised Explosive Devices
  • Network Science
  • North Carolina
  • Political Science
  • Predictive Modeling
  • Psychology
  • Simulations
  • Social Networks
  • Terrorists

Fields of Study

  • Computer science

Readers

  • Computational Modeling and Simulation
  • Political Violence and Terrorism Studies.
  • Unmanned Aerial System (UAS) Autonomous Capabilities and Mission Reconnaissance.