来源类型 | Research Reports
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规范类型 | 报告
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DOI | https://doi.org/10.7249/RR1582
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ISBN | 9780833096586
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来源ID | RR-1582-DIA
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| Defining the Roles, Responsibilities, and Functions for Data Science Within the Defense Intelligence Agency |
| Bradley Knopp; Sina Beaghley; Aaron Frank; Rebeca Orrie; Michael Watson
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发表日期 | 2016
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出版年 | 2016
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页码 | 96
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语种 | 英语
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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.
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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.
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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
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URL | https://www.rand.org/pubs/research_reports/RR1582.html
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来源智库 | RAND Corporation (United States)
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引用统计 |
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资源类型 | 智库出版物
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条目标识符 | http://119.78.100.153/handle/2XGU8XDN/108255
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推荐引用方式 GB/T 7714 |
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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