[PDF][PDF] Big data and deep learning for understanding DoD data

Y Zhao, DJ MacKinnon, SP Gallup - 2015 - calhoun.nps.edu
Abstract Today, Big Data infrastructure and analytics intervene with traditional data sciences.
We are compelled to ask-What is new? In this article, the authors provide a pragmatic …

Lexical Link Analysis (LLA) application: Improving web service to defense acquisition visibility environment

Y Zhao, DJ MacKinnon, SP Gallup - 2015 - dair.nps.edu
This research continues inquiry into mining the large amounts of information (Big Data)
contained within the DOD acquisition process. There is a critical need for automation …

Lexical Link Analysis application: Improving web service to acquisition visibility portal

Y Zhao, SP Gallup, DJ MacKinnon - 2013 - dair.nps.edu
Lexical Link Analysis (LLA) is a form of text mining in which word meanings are represented
in lexical terms (eg, word pairs) of a word network. In the past, we have shown how LLA can …

Leveraging structural characteristics of interdependent networks to model non-linear cascading risks

A Raja, MR Hasan, S Rajanna, A Salleb-Aoussi - 2013 - dair.nps.edu
This paper describes our continuing efforts to forge new ground in identifying the effects of
interdependency on acquisition and, if needed, uncovering early indicators of …

Big Data and Deep Learning in the Defense Acquisition Visibility Environment (DAVE)

Y Zhao - 2016 - dair.nps.edu
I have been studying Department of Defense (DoD) acquisition decision-making since 2009.
The US DoD acquisition process is extremely complex. There are three key processes that …

Big Data and Deep Learning for Defense Acquisition Visibility Environment (DAVE) Developing NPS Student Thesis Research

Y Zhao - 2017 - dair.nps.edu
The US Department of Defense (DoD) acquisition process is extremely complex. There are
three key processes that must work in concert to deliver capabilities: determining warfighters …

Lexical Link Analysis application: Improving web service to acquisition visibility portal phase II

Y Zhao, S Gallup, D MacKinnon - 2014 - dair.nps.edu
We define awareness as the cognitive interface between decision-makers and a complex
system, expressed in a range of terms or features, or specific vocabulary or lexicon, to …

Improving DoD Energy Efficiency: Combining MMOWGLI Social-Media Brainstorming With Lexical Link Analysis (LLA) to Strengthen the Defense Acquisition Process

Y Zhao, D Brutzman, DJ MacKinnon - 2013 - dair.nps.edu
DoD energy inefficiency is a significant liability and a constraint on operations and a force-
protection challenge. It is therefore imperative to reduce energy demand and provide …

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Y Zhao, S Gallup, D MacKinnon - 2012 - core.ac.uk
Welcome to our Ninth Annual Acquisition Research Symposium! This event is the highlight
of the year for the Acquisition Research Program (ARP) here at the Naval Postgraduate …

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J Hoyle - 2012 - calhoun.nps.edu
Delivering Information Technology Capabilities in the DoD, delineating the overarching
framework to reform the acquisition of information technology to better address and fulfill …