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Social-Behavioral Modeling for Complex Systems
The volume discusses these, including those needed to achieve and maintain high standards of ethics and privacy. The result should be a new generation of modeling that will advance science and, separately, aid decision-making on major social and security-related subjects despite the myriad uncertainties and complexities of social phenomena.
Intended to be relatively comprehensive in scope, the volume balances theory-driven, data-driven, and hybrid approaches. The latter may be rapidly iterative, as when artificial-intelligence methods are coupled with theory-driven insights to build models that are sound, comprehensible and usable in new situations.
With the intent of being a milestone document that sketches a research agenda for the next decade, the volume draws on the wisdom, ideas and suggestions of many noted researchers who draw in turn from anthropology, communications, complexity science, computer science, defense planning, economics, engineering, health systems, medicine, neuroscience, physics, political science, psychology, public policy and sociology.
In brief, the volume discusses:
- Cutting-edge challenges and opportunities in modeling for social and behavioral science
- Special requirements for achieving high standards of privacy and ethics
- New approaches for developing theory while exploiting both empirical and computational data
- Issues of reproducibility, communication, explanation, and validation
- Special requirements for models intended to inform decision making about complex social systems
Publisher: Wiley; 1 edition (April 9, 2019)
Language: English
ISBN-10: 1119484960
ISBN-13: 978-1119484967
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