Reducing Error Rates in Intelligence, Surveillance, and Reconnaissance (ISR) Anomaly Detection via Information Presentation Optimization

Reducing Error Rates in Intelligence, Surveillance, and Reconnaissance (ISR) Anomaly Detection via Information Presentation Optimization

Bibliographic Details
Main Author: Church, Donald Glen
Language:English
Published: Wright State University / OhioLINK 2015
Subjects:
Engineering
Personality Psychology
Industrial Engineering
Information Technology
Personality
BFI
Big Five
ISR
Intelligence
Surveillance
Reconnaissance
SDT
Signal detection
visual aid
graphical aid
textual aid
interface design
perception
cognitive fit
perception model
information processing
human factors
Online Access:http://rave.ohiolink.edu/etdc/view?acc_num=wright1452858183
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spelling ndltd-OhioLink-oai-etd.ohiolink.edu-wright14528581832021-08-03T06:34:50Z Reducing Error Rates in Intelligence, Surveillance, and Reconnaissance (ISR) Anomaly Detection via Information Presentation Optimization Church, Donald Glen Engineering Personality Psychology Industrial Engineering Information Technology Personality BFI Big Five ISR Intelligence Surveillance Reconnaissance SDT Signal detection visual aid graphical aid textual aid interface design perception cognitive fit perception model information processing human factors In the ISR domain, time-critical decision-making and dealing with multiple information feeds places high demands on the human. When designing aids and tools, the decision maker must be taken into account. This research looks toward designing a decision aid based the personality type of the operator. The BFI is used to determine the impact of personality and decision aid type (graphical vs. textual) on performance. Results show Openness and Agreeableness to be the strongest single factors for decision aid impact on performance. A model was also developed to show how the human takes the information and relates it to a mental model for use in making an identification. This can assist the ISR community in developing an adaptive aiding system to reduce the cycle time in the decision making process and have the greatest impact on performance. 2015 English text Wright State University / OhioLINK http://rave.ohiolink.edu/etdc/view?acc_num=wright1452858183 http://rave.ohiolink.edu/etdc/view?acc_num=wright1452858183 unrestricted This thesis or dissertation is protected by copyright: all rights reserved. It may not be copied or redistributed beyond the terms of applicable copyright laws.
collection NDLTD
language English
sources NDLTD
topic Engineering
Personality Psychology
Industrial Engineering
Information Technology
Personality
BFI
Big Five
ISR
Intelligence
Surveillance
Reconnaissance
SDT
Signal detection
visual aid
graphical aid
textual aid
interface design
perception
cognitive fit
perception model
information processing
human factors
spellingShingle Engineering
Personality Psychology
Industrial Engineering
Information Technology
Personality
BFI
Big Five
ISR
Intelligence
Surveillance
Reconnaissance
SDT
Signal detection
visual aid
graphical aid
textual aid
interface design
perception
cognitive fit
perception model
information processing
human factors
Church, Donald Glen
Reducing Error Rates in Intelligence, Surveillance, and Reconnaissance (ISR) Anomaly Detection via Information Presentation Optimization
author Church, Donald Glen
author_facet Church, Donald Glen
author_sort Church, Donald Glen
title Reducing Error Rates in Intelligence, Surveillance, and Reconnaissance (ISR) Anomaly Detection via Information Presentation Optimization
title_short Reducing Error Rates in Intelligence, Surveillance, and Reconnaissance (ISR) Anomaly Detection via Information Presentation Optimization
title_full Reducing Error Rates in Intelligence, Surveillance, and Reconnaissance (ISR) Anomaly Detection via Information Presentation Optimization
title_fullStr Reducing Error Rates in Intelligence, Surveillance, and Reconnaissance (ISR) Anomaly Detection via Information Presentation Optimization
title_full_unstemmed Reducing Error Rates in Intelligence, Surveillance, and Reconnaissance (ISR) Anomaly Detection via Information Presentation Optimization
title_sort reducing error rates in intelligence, surveillance, and reconnaissance (isr) anomaly detection via information presentation optimization
publisher Wright State University / OhioLINK
publishDate 2015
url http://rave.ohiolink.edu/etdc/view?acc_num=wright1452858183
work_keys_str_mv AT churchdonaldglen reducingerrorratesinintelligencesurveillanceandreconnaissanceisranomalydetectionviainformationpresentationoptimization
_version_ 1719439871255248896

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