File:A Bayesian model to incorporate human factors in commanders' decision making (IA abayesimodeltoin109455832).pdf
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Summary[edit]
A Bayesian model to incorporate human factors in commanders' decision making
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| Author |
Therrien, Sakura S. |
| Title |
A Bayesian model to incorporate human factors in commanders' decision making |
| Publisher |
Monterey, California. Naval Postgraduate School |
| Description |
In the near future, commanders and their respective staffs will interact with subordinate and opposing forces whose physical and cognitive behaviors are represented in software and simulation. This paper presents a model of the human factors and environmental variables that influence stress and risk assessment. These variables contribute to situational awareness, which is a force protection issue. Leaders integrate information from various sources. These sources range from observations, training, orders, and reports. The leaders use this knowledge with doctrine and tactics to develop an understanding of the situation. This paper describes a Bayesian network model of the variables associated with risk assessment and stress in combat scenarios. The level of situational awareness is determined by what the commander knows about the unit and the surrounding conditions. This model lends structure to the environment and enables a probabilistic interpretation of risk and stress levels. This model is applicable to various combat scenarios ranging from brief engagements to sustained operations. Subjects: Bayesian statistical decision theory; Risk assessment; Combat; Physiological aspects; Decision making |
| Language | English |
| Publication date | June 2002 |
| Current location |
IA Collections: navalpostgraduateschoollibrary; fedlink |
| Accession number |
abayesimodeltoin109455832 |
| Source | |
| Permission (Reusing this file) |
This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. As such, it is in the public domain, and under the provisions of Title 17, United States Code, Section 105, may not be copyrighted. |
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This work is in the public domain in the United States because it is a work prepared by an officer or employee of the United States Government as part of that person’s official duties under the terms of Title 17, Chapter 1, Section 105 of the US Code.
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| This file has been identified as being free of known restrictions under copyright law, including all related and neighboring rights. | ||
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