G2TT
来源类型Research Reports
规范类型报告
DOIhttps://doi.org/10.7249/RR1582
ISBN9780833096586
来源IDRR-1582-DIA
Defining the Roles, Responsibilities, and Functions for Data Science Within the Defense Intelligence Agency
Bradley Knopp; Sina Beaghley; Aaron Frank; Rebeca Orrie; Michael Watson
发表日期2016
出版年2016
页码96
语种英语
结论
  • Collaboration is essential to data science.
  • DIA must decide on what it wants to achieve through data science. It must decide whether to have an organic data science capacity or acquire data science products from outside.
  • DIA must also figure out the workforce skills it needs to achieve the desired output. It would be sensible to employ contract personnel, government civilians, and active-duty military personnel to ensure the broadest representation of technical skills and subject-matter expertise.
  • Training managers and leaders will be critical to embedding data science into the organization.
摘要
  • DIA should build a data science capability with a mix of government experts and contractors capable of managing activities unique to military intelligence operations.
  • DIA should establish a center of excellence or other centralized body to coordinate data science activities; develop tradecraft and methodologies; promote projects; and advocate for resources, support, and training.
  • A combination of contractors and government civilians/active-duty military will allow DIA to build an agile workforce with fungible capabilities.
  • DIA will need to establish a training structure for data science.
  • DIA should establish a Data Science Roundtable to achieve the internal cultural changes to ensure data science is an enduring agencywide capability.
主题Big Data ; Cyber and Data Sciences ; Data Mining ; Databases and Data Collection ; Analysis ; and Processing ; Military Intelligence ; Scientific Professions ; Workforce Development ; Workforce Management
URLhttps://www.rand.org/pubs/research_reports/RR1582.html
来源智库RAND Corporation (United States)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/108255
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Bradley Knopp,Sina Beaghley,Aaron Frank,et al. Defining the Roles, Responsibilities, and Functions for Data Science Within the Defense Intelligence Agency. 2016.
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