Ontological Approach to Military Knowledge Modeling and Management

Abstract

Ontologies have received increasing interest in the computer science community and their benefits are now recognized for military applications. In addition to explicitly encoding a shared understanding of some domain, ontologies can be used in a wide range of applications, including natural language processing, intelligent search engines, information retrieval, or as a means to facilitate interoperability between heterogeneous knowledge sources at a high level of abstraction. The objective of this research is to contribute to the building of ontological models in the information fusion domain, and to exploit these models to provide enhanced knowledge management assistance to military commanders. The authors first review the roles of ontologies for military applications. Then they describe the characteristics of high-level information fusion processes and address methodological aspects related to ontological engineering. This leads them to derive an ontological approach to situation and threat assessment domain modeling. Finally, they present ontology-based knowledge management services that could be exploited in support of high-level information fusion processes. Twenty-one briefing charts summarize the presentation. (4 figures, 17 refs.)

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 2004
Accession Number
ADA428710

Entities

People

  • Anne-claire Boury-brisset

Organizations

  • DRDC Valcartier

Tags

Communities of Interest

  • C4I
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Application Software
  • Artificial Intelligence
  • Artificial Intelligence Computing
  • Cognition
  • Command And Control
  • Data Fusion
  • Engineering
  • Information Retrieval
  • Information Science
  • Information Systems
  • Knowledge Management
  • Language
  • Lessons Learned
  • Natural Language Processing
  • Natural Languages
  • Ontologies
  • Situational Awareness

Readers

  • Artificial Intelligence
  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Systems Analysis and Design

Technology Areas

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