Aiding the Intelligence Analyst in Situations of Data Overload: A Simulation Study of Computer-Supported Inferential Analysis under Data Overload

Abstract

A simulation study of inferential analysis was conducted with ten professional intelligence analysts. Using a process tracing methodology, patterns in vulnerabilities were identified when analysts were asked to analyze something outside their base of expertise, were tasked with a tight deadline, and had a large data set. Study participants were vulnerable to missing critical information. All the participants were observed to use relatively primitive search tactics, quickly narrowing in on a set of documents through the addition of keywords to an initial query. All of the participants missed some of the nine documents that were categorized as high quality. A group of four participants who found and relied upon some of the high quality documents took more time, read more documents, and made fewer inaccurate statements in their verbal briefings than a group of four participants who did not. In addition, three sources of inaccurate statements were identified. First, study participants sometimes relied upon assumptions that would normally be correct, but did not apply in this situation. Second, participants sometimes repeated information that was inaccurate in a document that they had read. Third, participants were observed to rely upon information that was considered accurate at one point in time, but then was later overturned in subsequent updates.- The main contribution from this research was a model of potential vulnerabilities in inferential analysis under challenging conditions. These vulnerabilities are informative because they point to a set of challenging design criteria that human-centered solutions to data overload need to meet.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 1999
Accession Number
ADA395332

Entities

People

  • David D. Woods
  • Emilie M. Roth
  • Emily S. Patterson

Organizations

  • Ohio State University

Tags

Communities of Interest

  • Biomedical
  • Space
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Force
  • Artificial Intelligence
  • Cognitive Science
  • Cognitive Systems Engineering
  • Computer Programming
  • Computers
  • Databases
  • Inertial Navigation
  • Inertial Navigation Systems
  • Information Processing
  • Information Retrieval
  • Information Science
  • Information Systems
  • Personnel Management
  • Psychology
  • Reasoning
  • Space Systems

Fields of Study

  • Psychology

Readers

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  • Systems Analysis and Design