Strengthening Data Science Methods For Department Of Defense Personnel And Readiness Missions
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Strengthening Data Science Methods For Department Of Defense Personnel And Readiness Missions
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Author : National Academies of Sciences, Engineering, and Medicine
language : en
Publisher: National Academies Press
Release Date : 2017-02-06
Strengthening Data Science Methods For Department Of Defense Personnel And Readiness Missions written by National Academies of Sciences, Engineering, and Medicine and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-06 with Mathematics categories.
The Office of the Under Secretary of Defense (Personnel & Readiness), referred to throughout this report as P&R, is responsible for the total force management of all Department of Defense (DoD) components including the recruitment, readiness, and retention of personnel. Its work and policies are supported by a number of organizations both within DoD, including the Defense Manpower Data Center (DMDC), and externally, including the federally funded research and development centers (FFRDCs) that work for DoD. P&R must be able to answer questions for the Secretary of Defense such as how to recruit people with an aptitude for and interest in various specialties and along particular career tracks and how to assess on an ongoing basis service members' career satisfaction and their ability to meet new challenges. P&R must also address larger-scale questions, such as how the current realignment of forces to the Asia-Pacific area and other regions will affect recruitment, readiness, and retention. While DoD makes use of large-scale data and mathematical analysis in intelligence, surveillance, reconnaissance, and elsewhereâ€"exploiting techniques such as complex network analysis, machine learning, streaming social media analysis, and anomaly detectionâ€"these skills and capabilities have not been applied as well to the personnel and readiness enterprise. Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions offers and roadmap and implementation plan for the integration of data analysis in support of decisions within the purview of P&R.
Strengthening The Military Family Readiness System For A Changing American Society
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Author : National Academies of Sciences, Engineering, and Medicine
language : en
Publisher: National Academies Press
Release Date : 2019-10-25
Strengthening The Military Family Readiness System For A Changing American Society written by National Academies of Sciences, Engineering, and Medicine and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-25 with Social Science categories.
The U.S. military has been continuously engaged in foreign conflicts for over two decades. The strains that these deployments, the associated increases in operational tempo, and the general challenges of military life affect not only service members but also the people who depend on them and who support them as they support the nation â€" their families. Family members provide support to service members while they serve or when they have difficulties; family problems can interfere with the ability of service members to deploy or remain in theater; and family members are central influences on whether members continue to serve. In addition, rising family diversity and complexity will likely increase the difficulty of creating military policies, programs and practices that adequately support families in the performance of military duties. Strengthening the Military Family Readiness System for a Changing American Society examines the challenges and opportunities facing military families and what is known about effective strategies for supporting and protecting military children and families, as well as lessons to be learned from these experiences. This report offers recommendations regarding what is needed to strengthen the support system for military families.
Military Applications Of Data Analytics
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Author : Kevin Huggins
language : en
Publisher: CRC Press
Release Date : 2018-10-09
Military Applications Of Data Analytics written by Kevin Huggins and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-09 with Mathematics categories.
Military organizations around the world are normally huge producers and consumers of data. Accordingly, they stand to gain from the many benefits associated with data analytics. However, for leaders in defense organizations—either government or industry—accessible use cases are not always available. This book presents a diverse collection of cases that explore the realm of possibilities in military data analytics. These use cases explore such topics as: Context for maritime situation awareness Data analytics for electric power and energy applications Environmental data analytics in military operations Data analytics and training effectiveness evaluation Harnessing single board computers for military data analytics Analytics for military training in virtual reality environments A chapter on using single board computers explores their application in a variety of domains, including wireless sensor networks, unmanned vehicles, and cluster computing. The investigation into a process for extracting and codifying expert knowledge provides a practical and useful model for soldiers that can support diagnostics, decision making, analysis of alternatives, and myriad other analytical processes. Data analytics is seen as having a role in military learning, and a chapter in the book describes the ongoing work with the United States Army Research Laboratory to apply data analytics techniques to the design of courses, evaluation of individual and group performances, and the ability to tailor the learning experience to achieve optimal learning outcomes in a minimum amount of time. Another chapter discusses how virtual reality and analytics are transforming training of military personnel. Virtual reality and analytics are also transforming monitoring, decision making, readiness, and operations. Military Applications of Data Analytics brings together a collection of technical and application-oriented use cases. It enables decision makers and technologists to make connections between data analytics and such fields as virtual reality and cognitive science that are driving military organizations around the world forward.
Military Readiness
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Author : Sharon L. Pickup
language : en
Publisher: DIANE Publishing
Release Date : 2011-04
Military Readiness written by Sharon L. Pickup and has been published by DIANE Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04 with Technology & Engineering categories.
The Dept. of Defense (DoD) reports data about the operational readiness of its forces. In 1999, Congress directed DoD to create a comprehensive readiness system with timely, objective, and accurate data. In response, DoD started to develop the Defense Readiness Reporting System (DRRS). After 7 years, DoD has incrementally fielded some capabilities, and, through FY 2008, reported obligating about $96.5 million. This report reviews the program including the extent that DoD has: (1) effectively managed and overseen DRRS acquisition and deployment; and (2) implemented features of DRRS consistent with legislative requirements and DoD guidance. Includes recommendations. Charts and tables. This is a print on demand report.
Empowering The Defense Acquisition Workforce To Improve Mission Outcomes Using Data Science
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Author :
language : en
Publisher:
Release Date : 2021
Empowering The Defense Acquisition Workforce To Improve Mission Outcomes Using Data Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Data integration (Computer science) categories.
"The effective use of data science (the science and technology of extracting value from data) improves, enhances, and strengthens acquisition decision-making and outcomes. Using data science to support decision making is not new to the defense acquisition community; its use by the acquisition workforce has enabled acquisition and thus defense successes for decades. Still, more consistent and expanded application of data science will continue improving acquisition outcomes, and doing so requires coordinated efforts across the defense acquisition system and its related communities and stakeholders. Central to that effort is the development, growth, and sustainment of data science capabilities across the acquisition workforce. At the request of the Under Secretary of Defense for Acquisition and Sustainment, this book assesses how data science can improve acquisition processes and develops a framework for training and educating the defense acquisition workforce to better exploit the application of data science. This report identifies opportunities where data science can improve acquisition processes, the relevant data science skills and capabilities necessary for the acquisition workforce, and relevant models of data science training and education" --
Military Personnel Dod Lacks Reliable Personnel Tempo Data And Needs Quality Controls To Improve Data Accuracy
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Author :
language : en
Publisher: DIANE Publishing
Release Date : 2007
Military Personnel Dod Lacks Reliable Personnel Tempo Data And Needs Quality Controls To Improve Data Accuracy written by and has been published by DIANE Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.
Congress has repeatedly expressed concerns about the pace of military operations and 10 U.S.C. 487 requires that the Department of Defense (DOD) annually report on personnel tempo the time servicemembers spend away from home. Section 345 of the John Warner National Defense Authorization Act for Fiscal Year 2007 directed GAO to report on a number of Army and Marine Corps issues. For this report GAO addresses the extent to which (1) changes in mobilization and deployment policies have affected reserve component availability and provided an approach to meet the requirements for the global war on terrorism; and, (2) DOD, the Army, and the Marine Corps have collected, maintained, and reported complete and accurate personnel tempo data. To address these objectives, GAO analyzed data from DOD's Personnel Tempo and Contingency Tracking System databases, and interviewed agency officials.
The Defense Science Board Task Force On Human Resources Strategy
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Author : United States. Defense Science Board. Task Force on Human Resources Strategy
language : en
Publisher: DIANE Publishing
Release Date : 2000
The Defense Science Board Task Force On Human Resources Strategy written by United States. Defense Science Board. Task Force on Human Resources Strategy and has been published by DIANE Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with United States categories.
The Department of Defense (DoD) employs more than three million people. Nearly half of its personnel, 1.44 million, are active duty military. About 870,000 Reservists, composed of 410,000 Selected Reservists and 460,000 National Guard personnel, add to the active duty force. Civilian personnel make up the remaining workforce, numbering about 730,000. These three million employees are supported by an array of defense contractors providing a wide variety of goods and services to the Department. Moreover, the Department spends more than half of its $270 billion budget on pay and allowances alone. With a workforce this large, varied, diverse, and important, it is not surprising that its management is a uniquely challenging undertaking. The human resource challenges facing DoD have changed rapidly over the last decade as a result of many factors. A robust economy, civilian sector competition for employees to fill high-technology positions, declining American public interest in public service, major changes in the Department's missions and operational tempo, and a significant downsizing of the Department's workforce are a few examples. Reducing the size of the overall workforce by more than a million personnel, from a high in 1987 of 4.1 million, has left in place a very different force distribution - in age, education, and skill.
Military Readiness
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Author : United States Government Accountability Office
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2017-09-07
Military Readiness written by United States Government Accountability Office and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-07 with categories.
The Department of Defense (DOD) reports data about the operational readiness of its forces. In 1999, Congress directed DOD to create a comprehensive readiness system with timely, objective, and accurate data. In response, DOD started to develop the Defense Readiness Reporting System (DRRS). After 7 years, DOD has incrementally fielded some capabilities, and, through fiscal year 2008, reported obligating about $96.5 million. GAO was asked to review the program including the extent that DOD has (1) effectively managed and overseen DRRS acquisition and deployment and (2) implemented features of DRRS consistent with legislative requirements and DOD guidance. GAO compared DRRS acquisition disciplines, such as requirements development, test management, and DRRS oversight activities, to DOD and related guidance, and reviewed the system's current and intended capabilities relative to legislative requirements and DOD guidance. We did not evaluate DOD's overall ability to assess force readiness or the extent that readiness data reflects capabilities, vulnerabilities, or performance issues. GAO is making recommendations
Assessing Department Of Defense Use Of Data Analytics And Enabling Data Management To Improve Acquisition Outcomes
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Author : Philip S. Antón
language : en
Publisher:
Release Date : 2019
Assessing Department Of Defense Use Of Data Analytics And Enabling Data Management To Improve Acquisition Outcomes written by Philip S. Antón and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Data mining categories.
"In the conference report accompanying the National Defense Authorization Act for Fiscal Year 2017, Congress expressed concern that the U.S. Department of Defense (DoD) "does not sufficiently incorporate data into its acquisition-related learning and decision-making" and asked six questions about "the use of data analysis, measurement, and other evaluation-related methods in DoD acquisition programs." In this report, the authors decompose and measure acquisition functions, data governance, and training to assess how data and associated analytics support DoD acquisition decision making. The authors found that the DoD is applying a breadth of data analytics to acquisition. Capabilities range from simple data archives and plotting to archives integrated with commercial analytic tools. The DoD has implemented an array of data governance and management practices, but major challenges remain, including a culture against data sharing and concerns about security and oversight burden. Some commercial breakthroughs in advanced analytics sound promising for DoD acquisition, but some might not be applicable; research is ongoing. Advancement should include developing a data analytics strategy across acquisition domains, expanding data governance and data sharing, and continuing to expand and mature data collection, access, and analytic layers. Also, mechanisms are needed to authorize and ensure protected access to data for both the DoD and external analysts. Improved incentives and understanding of data analytics could encourage decision makers to make better use of capabilities" -- Publisher's description.
Measuring Military Readiness And Sustainability
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Author : S. Craig Moore
language : en
Publisher:
Release Date : 1991
Measuring Military Readiness And Sustainability written by S. Craig Moore and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Combat sustainability (Military science) categories.
The "four pillars" of military capability are force structure, modernization, readiness, and sustainability. Peacetime expenditures toward achieving and maintaining readiness and sustainability-e.g., through training, maintenance, and materiel stockpiling-typically use more than half the Department of Defense's (DoD's) budget. readiness and sustainability, which reflect approximately how quickly and for how long forces would be usable, govern the degree to which the other two pillars could be exploited in wartime.