Expert Systems for Intelligence Fusion,

Abstract

This paper describes a project whose objective is to demonstrate the feasibility of utilizing expert system technology to support the military intelligence processes on the modern battlefield. The project consists of a software system that fuses sensor and environment data with a priori knowledge of the enemy and applies expertise concerning critical indicators of enemy intentions to observed enemy behavior. The system is to produce transient situation displays and to satisfy the commander's battlefield information requirements. The work is relevant to the design of the second generation All Source Analysis System for the Army and the Air Force's Enemy Situation/Correlation Element. The project draws on Artificial Intelligence techniques that have been used to successfully model human expertise in a variety of areas. A rule-based architecture with highly structure knowledge and data representations is developed. It will automatically correlate and integrate reports from different kinds of intelligence sources, respond to intelligence requests such as the commander's Primary Information Requirements and other Information Requirements, keep requesting agencies appraised of changes in the perception of the battlefield, and justify its actions and answers. (Author)

Document Details

Document Type
Technical Report
Publication Date
Jan 31, 1984
Accession Number
ADP003026

Entities

People

  • R. P. Bonasso

Organizations

  • MITRE Corporation

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Applied Computer Science
  • Artificial Intelligence
  • Battlefields
  • Computer Science
  • Demographic Cohorts
  • Environment
  • Expert Systems
  • Indicators
  • Intelligence Cycle
  • Maryland
  • Military Intelligence
  • Perception

Fields of Study

  • Computer science
  • Engineering

Readers

  • Artificial Intelligence
  • Sensor Fusion and Tracking Systems.
  • Software Engineering.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy