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NASA-LLIS-2017

Lessons Learned – Probabilistic Risk Analysis for the NAOMS Phase 2 Data Release

Organization:
NASA - National Aeronautics and Space Administration (NASA)
Year: 2009

Abstract: Abstract:
The original NAOMS survey data (called Phase 1) was posted on a publicly accessible website. Congress asked NASA to revise the redaction of the NAOMS survey data so that more information could be released. At the same time, NASA had to revise the NAOMS data presentation (called Phase 2 data) so as to protect (as much as possible) the identity of pilots who were the participants in the survey. One particular step which NASA took in the NAOMS data release project was to perform a risk analysis. The purpose of this risk analysis was to provide a comparison of the probability of identity disclosure between the NAOMS phase 1 and phase 2 data presentation.
The NAOMS risk analysis was a very schedule driven task to solve a unique mathematical research problem within several months. Unique, conceptual problems were involved in the development of the mathematical model. This was especially true because there were no standard predecessors for our particular problem. The probabilities for each of the enabling events in the success-tree had a substantial amount of uncertainty ( ie. wide ranges). This is due to the fact that any of the input variables for models to estimate those probabilities would have large uncertainties. The schedule commitment by NASA to solve a problem should not be made without understanding the nature of the problem and the full resources needed (including time).
URI: https://yse.yabesh.ir/std/handle/yse/114770
Subject: Additional Categories.Research & Development
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  • NASA - National Aeronautics and Space Administration (NASA)
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    NASA-LLIS-2017

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contributor authorNASA - National Aeronautics and Space Administration (NASA)
date accessioned2017-09-04T16:51:10Z
date available2017-09-04T16:51:10Z
date copyright01/22/2009
date issued2009
identifier otherWPYCQCAAAAAAAAAA.pdf
identifier urihttps://yse.yabesh.ir/std/handle/yse/114770
description abstractAbstract:
The original NAOMS survey data (called Phase 1) was posted on a publicly accessible website. Congress asked NASA to revise the redaction of the NAOMS survey data so that more information could be released. At the same time, NASA had to revise the NAOMS data presentation (called Phase 2 data) so as to protect (as much as possible) the identity of pilots who were the participants in the survey. One particular step which NASA took in the NAOMS data release project was to perform a risk analysis. The purpose of this risk analysis was to provide a comparison of the probability of identity disclosure between the NAOMS phase 1 and phase 2 data presentation.
The NAOMS risk analysis was a very schedule driven task to solve a unique mathematical research problem within several months. Unique, conceptual problems were involved in the development of the mathematical model. This was especially true because there were no standard predecessors for our particular problem. The probabilities for each of the enabling events in the success-tree had a substantial amount of uncertainty ( ie. wide ranges). This is due to the fact that any of the input variables for models to estimate those probabilities would have large uncertainties. The schedule commitment by NASA to solve a problem should not be made without understanding the nature of the problem and the full resources needed (including time).
languageEnglish
titleNASA-LLIS-2017num
titleLessons Learned – Probabilistic Risk Analysis for the NAOMS Phase 2 Data Releaseen
typestandard
page3
statusActive
treeNASA - National Aeronautics and Space Administration (NASA):;2009
contenttypefulltext
subject keywordsAdditional Categories.Research & Development
subject keywordsAdditional Categories.Risk Management/Assessment
subject keywordsProgram Management.Program planning
subject keywordsdevelopment
subject keywordsand management
subject keywordsProgram Management.Risk management
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