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1
Automated Communications Analysis System using Latent Semantic Analysis
Foltz, Peter W.
In: DTIC (2006)
Abstract:
This contract effort was initiated to develop and evaluate automated methods for analyzing verbal protocols related to air combat missions and verbal interactions amongst pilots during a mission and during the debriefing process to assess knowledge proficiency. In this report, the contractor describes prior research on communication analysis and how it can inform assessment of individual and team cognitive processing. Then, they describe techniques using Latent Semantic Analysis (LSA) which can perform analyses of communications and provide automated assessment of this rich source of data. Finally, they propose a course of research to evaluate LSA's effectiveness as a software agent to monitor communications.
Keyword:
*AUTOMATED COMMUNICATIONS
;
*LATENT SEMANTIC ANALYSIS
;
*LEARNING
;
*SEMANTICS
;
*VERBAL BEHAVIOR
;
AUTOMATION
;
BEHAVIORAL MEASURES
;
COGNITION
;
COGNITIVE MEASURES
;
COMMUNICATION ANALYSIS
;
COMPUTER PROGRAMS
;
DEBRIEFING
;
EMBEDDED ASSESSMENT TECHNOLOGY
;
HUMAN LEARNING
;
INTERACTIONS
;
Linguistics
;
Military Operations
;
MISSION PROFILES
;
PE62202F
;
PILOTS
;
Psychology
;
Strategy and Tactics
;
SYNTHETIC TASK ENVIRONMENTS
;
TEAMS(PERSONNEL)
;
VERBAL INTERACTIONS
;
WUAFRL1123AS01
URL:
http://www.dtic.mil/docs/citations/ADA454767
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA454767
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