INVESTIGATION OF A BAYESIAN APPROACH APPLIED TO A SPECIFIC INTELLIGENCE PROBLEM,

Abstract

Although it appears theoretically possible that many problems of intelligence could be profitably attacked by a Bayesian approach, several difficulties must be overcome before such an approach can be used as an operational tool. Because test applications of a Bayesian approach to real problems of intelligence offer insight into the areas of difficulty, a specific previously 'solved' intelligence problem was explored with the aid of a cooperating intelligence analyst who used a Bayesian approach. This report discusses the salient aspects of the intelligence problem area, the specific difficulties encountered in the implementation of a Bayesian approach, and the techniques used to eliminate or diminish these difficulties. In addition, the solutions obtained with and without the aid of a Bayesian model are compared and causes of discrepancies are postulated. (Author)

Document Details

Document Type
Technical Report
Publication Date
Jun 01, 1968
Accession Number
AD0839284

Entities

People

  • Dennis E. Smith
  • Grace H. Wright
  • Peter T. Luckie

Organizations

  • HRB Systems

Tags

DTIC Thesaurus Topics

  • Analysts
  • Bayesian Networks
  • Intelligence Analysts
  • Models

Fields of Study

  • Mathematics

Readers

  • Artificial Intelligence
  • Systems Analysis and Design
  • Theoretical Analysis.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - DoD AI Strategy
  • AI & ML - Machine Learning Algorithms