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Acquisition Program Problem Detection Using Text Mining Methods, Trevor P. Miller
Acquisition Program Problem Detection Using Text Mining Methods, Trevor P. Miller
Theses and Dissertations
This research provides program analysts and Department of Defense leadership with an approach to identify problems in real-time for acquisition contracts. Specifically, we test the abilities of statistical algorithms using text mining techniques to detect unusual changes in acquisition programs’ cost estimates at the completion of the programs. Currently, the government purchases monthly written reports, an informational tool on status of an acquisition program, but has not been integrated into problem prediction analysis. We center our research on the following two questions: First, can we quantify the qualitative written reports? Second, can we use these quantifications of the texts to …
Establishing A Foundation To Capture The Cost Of Oversight For A Major Defense Program Within The Information Technology (It) Acquisition Community, Monroe Neal Jr.
Establishing A Foundation To Capture The Cost Of Oversight For A Major Defense Program Within The Information Technology (It) Acquisition Community, Monroe Neal Jr.
Theses and Dissertations
In 1970 the Department of Defense introduced the Department of Defense Directive 5000 (DoD 5000) to standardize the acquisition process. The directive created oversight forums to ensure the policies and procedures created were followed, to track program progress, and to identify programs in trouble. Although oversight was essentially created to help reduce the cost of acquisitions, there is reason to believe that it may increase the costs. However, because only been a few studies have been conducted to estimate the cost of oversight, no one knows how much "oversight" actually costs individual programs. Numerous oversight processes are being used today, …
A Critical Analysis Of The Air Force's International Merchant Purchase Authorization Card (Impac) Program, Roy D. Thrailkill
A Critical Analysis Of The Air Force's International Merchant Purchase Authorization Card (Impac) Program, Roy D. Thrailkill
Theses and Dissertations
The United States Air Force (USAF) purchased over $ 1.3 billion worth of goods and services with the IMPAC in fiscal year (FY) 2000 alone. The proliferation of the IMPAC has changed the way organizations procure goods and services and empowered them with a tool to increase their procurement flexibility and responsiveness. These benefits have been accompanied by regulatory and procedural constraints that have presented challenges to key participants of this streamlined purchase process. This thesis addresses documented deviations of the IMPAC program's execution from its theoretical design. It describes the structure of the IMPAC program, analyzes the execution of …