HUMINT Extraction and Fusion System

Abstract

The objective of this effort was to develop the HUMINT Processing Subsystem (HPS) which extracts and exploits information from text documents to help the Intelligent Fusion System (IFS) identify, locate, and track targets in hide and in the open. The goal of HPS was to accurately extract information from HUMINT (Human Intelligence) about targets to assist in candidate target identification and intent determination. Document sources include, but are not limited to, textbased message traffic and other text document sources such as Integrated Intelligence Production Reports (IIPRs), United States Message Text Formats (USMTFs), annotated imagery and imagery support data. Information of interest might include target name, size, location, movement, appearance, disappearance, etc. HUMINT typically includes both structured text (e.g., tables, lists) and free-form prose text (e.g., sentences, paragraphs), which can be processed to produce information of value to the IFS. Existing tools were tailored and extended to produce the HPS. The integration of the HPS with the IOTA (Infrastructure Operations Tool Access) system and GIP (Generic Intelligence Processor), known as the Information Extraction Processing System (IEPS), worked sufficiently at JEFX-04 to be recommended for transition.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2005
Accession Number
ADA430279

Entities

People

  • Christopher Crowner
  • Jeannette Neal
  • John Gucwa
  • Michael Crystal
  • Michael Schiller

Organizations

  • General Dynamics

Tags

Communities of Interest

  • C4I
  • Engineered Resilient Systems
  • Human Systems
  • Sensors
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Force Research Laboratories
  • Change Detection
  • Contractors
  • Data Analysis
  • Detection
  • Employment
  • Graphical User Interface
  • Hidden Markov Models
  • Human Intelligence
  • Identification
  • Imagery Intelligence
  • Named Entity Recognition
  • Natural Language Processing
  • Radar
  • Software Development
  • Synthetic Aperture Radar
  • United States

Fields of Study

  • Computer science

Readers

  • Computational Linguistics
  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Sensor Fusion and Tracking Systems.

Technology Areas

  • AI & ML
  • AI & ML - Information Retrieval