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,...
Gespeichert in:
| Weitere beteiligte Personen: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Hoboken, NJ
John Wiley & Sons, Inc.
2019
|
| Schriftenreihe: | Stevens Institute series on complex systems and enterprises
|
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781119484967/?ar |
| Zusammenfassung: | 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. |
| Beschreibung: | Includes bibliographical references and index. - Description based on online resource, title from digital title page (viewed on May 20, 2020) |
| Umfang: | 1 Online-Ressource (xliii, 947 Seiten) illustrations (some color) |
| ISBN: | 9781119484974 1119484979 9781119484981 1119484987 9781119485001 1119485002 9781119484967 |
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| indexdate | 2025-01-17T11:20:53Z |
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| language | English |
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| spelling | Social-behavioral modeling for complex systems editied by Paul K. Davis, Angela O'Mahony, Jonathan Pfautz Hoboken, NJ John Wiley & Sons, Inc. 2019 ©2019 1 Online-Ressource (xliii, 947 Seiten) illustrations (some color) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Stevens Institute series on complex systems and enterprises Includes bibliographical references and index. - Description based on online resource, title from digital title page (viewed on May 20, 2020) 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. Social psychology Data processing Collective behavior Simulation methods System analysis Systems Analysis Psychologie sociale ; Informatique Comportement collectif ; Méthodes de simulation Analyse de systèmes systems analysis PSYCHOLOGY ; Social Psychology Social psychology ; Data processing Davis, Paul K. 1943- HerausgeberIn edt O'Mahony, Angela HerausgeberIn edt Pfautz, Jonathan HerausgeberIn edt 9781119484967 Erscheint auch als Druck-Ausgabe 9781119484967 |
| spellingShingle | Social-behavioral modeling for complex systems Social psychology Data processing Collective behavior Simulation methods System analysis Systems Analysis Psychologie sociale ; Informatique Comportement collectif ; Méthodes de simulation Analyse de systèmes systems analysis PSYCHOLOGY ; Social Psychology Social psychology ; Data processing |
| title | Social-behavioral modeling for complex systems |
| title_auth | Social-behavioral modeling for complex systems |
| title_exact_search | Social-behavioral modeling for complex systems |
| title_full | Social-behavioral modeling for complex systems editied by Paul K. Davis, Angela O'Mahony, Jonathan Pfautz |
| title_fullStr | Social-behavioral modeling for complex systems editied by Paul K. Davis, Angela O'Mahony, Jonathan Pfautz |
| title_full_unstemmed | Social-behavioral modeling for complex systems editied by Paul K. Davis, Angela O'Mahony, Jonathan Pfautz |
| title_short | Social-behavioral modeling for complex systems |
| title_sort | social behavioral modeling for complex systems |
| topic | Social psychology Data processing Collective behavior Simulation methods System analysis Systems Analysis Psychologie sociale ; Informatique Comportement collectif ; Méthodes de simulation Analyse de systèmes systems analysis PSYCHOLOGY ; Social Psychology Social psychology ; Data processing |
| topic_facet | Social psychology Data processing Collective behavior Simulation methods System analysis Systems Analysis Psychologie sociale ; Informatique Comportement collectif ; Méthodes de simulation Analyse de systèmes systems analysis PSYCHOLOGY ; Social Psychology Social psychology ; Data processing |
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