SLIDE 4 4
ANALYTIC DIMENSIONS OF HUMAN ANALYTIC DIMENSIONS OF HUMAN TERRAIN TO INCORPORATE INTO C TERRAIN TO INCORPORATE INTO C4
4I
I SYSTEMS SYSTEMS
ANALYTICAL DIMENSIONS OF ‘HUMAN TERRAIN’: viewed as multi-scaled & interdependent human networks
Cognitive Individual Group Organizational Nation-State Regional Global Unifying Concept: MULTI-SCALED HUMAN NETWORKS social & technological links individual nodes HUMAN NETWORKS at different scales/levels of analysis… …exit & evolve in their OPERATING ENVIRONMENT (socio-cultural, political, historical, etc.) Data collection scales & Levels of analysis A unifying framework:
Need to match with appropriate C4I systems at each level of analysis & across levels
CONCLUSION CONCLUSION
- Enhancing C4I systems with actionable human terrain knowledge
requires better integration of social-scientific, technical, and
- perational methods, tools and insights
- Challenges & Solutions
– Scientific
- Collections, quantification
- Need social science methods and operational prowess
– Technological
- Meshing qualitative and quantitative inputs
- Rapid updating, interoperability, usefulness & ease of use
– Operational
- All of the above and more under fire
– Integrative
- Maintaining high-fidelity between real-world and computational/modeling
representations within C4I systems
- Joint role for industry, academia, practitioners
– AFCEA-GMU symposium bringing critical communities together