Social Behavioral Modeling for Complex Systems

This volume describes frontiers in social-behavioral modeling for contexts as diverse as national security, health, and on-line social gaming.

Social Behavioral Modeling for Complex Systems

Social Behavioral Modeling for Complex Systems

This volume describes frontiers in social-behavioral modeling for contexts as diverse as national security, health, and on-line social gaming. Recent scientific and technological advances have created exciting opportunities for such improvements. However, the book also identifies crucial scientific, ethical, and cultural challenges to be met if social-behavioral modeling is to achieve its potential. Doing so will require new methods, data sources, and technology. 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

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Social-Behavioral Modeling for Complex Systems
Language: en
Pages: 992
Authors: Paul K. Davis, Angela O'Mahony, Jonathan Pfautz
Categories: Technology & Engineering
Type: BOOK - Published: 2019-03-18 - Publisher: John Wiley & Sons

This volume describes frontiers in social-behavioral modeling for contexts as diverse as national security, health, and on-line social gaming. Recent scientific and technological advances have created exciting opportunities for such improvements. However, the book also identifies crucial scientific, ethical, and cultural challenges to be met if social-behavioral modeling is to
Complex Systems in the Social and Behavioral Sciences
Language: en
Pages: 448
Authors: L. Douglas Kiel, Euel W. Elliott
Categories: Political Science
Type: BOOK - Published: 2021-06-22 - Publisher: University of Michigan Press

Complexity Systems in the Social and Behavioral Sciences provides a sophisticated yet accessible account of complexity science or complex systems research. Phenomena in the behavioral, social, and hard sciences all exhibit certain important similarities consistent with complex systems. These include the concept of emergence, sensitivity to initial conditions, and interactions
Modeling of Complex Systems
Language: en
Pages: 464
Authors: V. Vemuri
Categories: Science
Type: BOOK - Published: 2014-05-10 - Publisher: Academic Press

Modeling of Complex Systems: An Introduction describes the framework of complex systems. This book discusses the language of system theory, taxonomy of system concepts, steps in model building, and establishing relations using physical laws. The statistical attributes of data, generation of random numbers fundamental problems of recognition, and input-output type
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Language: en
Pages: 359
Authors: John William Shuart, William D. Spaulding, Jeffrey Stephen Poland
Categories: Self-Help
Type: BOOK - Published: 2007 - Publisher: U of Nebraska Press

Describes contemporary approach to the modeling of complex cognitive and behavioral processes. This book provides examples of translational research ranging from clinical neuropsychology to self-actualization, from medical informatics to industrial psychology, from programmed learning to psychiatric rehabilitation.
Emergent Behavior in Complex Systems Engineering
Language: en
Pages: 416
Authors: Saurabh Mittal, Saikou Diallo, Andreas Tolk
Categories: Technology & Engineering
Type: BOOK - Published: 2018-04-17 - Publisher: John Wiley & Sons

A comprehensive text that reviews the methods and technologies that explore emergent behavior in complex systems engineering in multidisciplinary fields In Emergent Behavior in Complex Systems Engineering, the authors present the theoretical considerations and the tools required to enable the study of emergent behaviors in manmade systems. Information Technology is

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