Social-Behavioral Modeling for Complex Systems. (Record no. 9206)
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| 001 - CONTROL NUMBER | |
| control field | EBC5731870 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240724113625.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240724s2019 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119484981 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781119484967 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (MiAaPQ)EBC5731870 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Au-PeEL)EBL5731870 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1056201930 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MiAaPQ |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | MiAaPQ |
| Modifying agency | MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | HA29 .S635 2019 |
| 082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 302/.011 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Davis, Paul K. |
| 245 10 - TITLE STATEMENT | |
| Title | Social-Behavioral Modeling for Complex Systems. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Newark : |
| Name of producer, publisher, distributor, manufacturer | John Wiley & Sons, Incorporated, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2019. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (995 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | Stevens Institute Series on Complex Systems and Enterprises Series |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Cover -- Title Page -- Copyright -- Contents -- Foreword -- List of Contributors -- About the Editors -- About the Companion Website -- Part I Introduction and Agenda -- Chapter 1 Understanding and Improving the Human Condition: A Vision of the Future for Social‐Behavioral Modeling -- Challenges -- Challenge One: The Complexity of Human Issues -- Challenge Two: Fragmentation -- Empirical Observation -- Empirical Experiments -- Generative Simulation -- Unification -- Challenge Three: Representations -- Challenge Four: Applications of Social‐Behavioral Modeling -- About This Book -- Roadmap for the Book -- References -- Chapter 2 Improving Social‐Behavioral Modeling -- Aspirations -- Vignette 1 -- Vignette 2 -- Classes of Challenge -- Inherent Challenges -- Individual Cognition and Behavior -- Social Systems as Complex Adaptive Systems (CAS) -- The Dynamic and Storytelling Character of People and Social Systems -- Wicked Problems -- Selected Specific Issues and the Need for Changed Practices -- Background on Fragmentation of SB Theories -- The Nature of Theory -- Similarities and Differences -- Rebalancing the Portfolio of Models and Methods -- Confronting Uncertainty -- Combination, Synthesis, and Integration -- Families of Multiresolution, Multiperspective Models -- Composability -- Connecting Theory with Evidence -- Rethinking Model Validity -- The Five Dimensions of Model Validity -- Assessing a Model's Validity in a Context -- Some General Criteria for Validation -- Strategy for Moving Ahead -- Tightening the Theory-Modeling-Experimentation Research Cycle -- Improving Theory and Related Modeling -- Social‐Behavioral Laboratories -- Conclusions -- Acknowledgments -- References -- Chapter 3 Ethical and Privacy Issues in Social‐Behavioral Research -- Improved Notice and Choice -- Diagnosis -- Prescriptions -- Usable and Accurate Access Control. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Diagnosis -- Prescriptions -- Anonymization -- Diagnosis -- Prescriptions -- Avoiding Harms by Validating Algorithms and Auditing Use -- Diagnosis -- Prescriptions -- Challenge and Redress -- Diagnosis -- Prescriptions -- Deterrence of Abuse -- Diagnosis -- Prescriptions -- And Finally Thinking Bigger About What Is Possible -- References -- Part II Foundations of Social-Behavioral Science -- Chapter 4 Building on Social Science: Theoretic Foundations for Modelers -- Background -- Atomistic Theories of Individual Behavior -- The Belief-Desire Model -- Desires -- Beliefs -- Cognition -- Alternative Atomistic Theories of Individual Behavior -- Social Theories of Individual Behavior -- Norms -- Descriptive Norms -- Norms as Social Expectation -- Norms as Moral and Ethical Obligations -- The Relationship between Normative and Rationalist Explanations of Behavior -- Theories of Interaction -- From Individual Behavior to Social Interaction -- Social Dilemmas and Collective Decision‐Making with Common Interests -- Bargaining over Conflicting Interests -- Social Interaction and the Dynamics of Beliefs -- Social Interaction and the Dynamics of Identity and Culture -- From Theory to Data and Data to Models -- Building Models Based on Social Scientific Theories -- Acknowledgments -- References -- Chapter 5 How Big and How Certain? A New Approach to Defining Levels of Analysis for Modeling Social Science Topics -- Introduction -- Traditional Conceptions of Levels of Analysis -- Incompleteness of Levels of Analysis -- Constancy as the Missing Piece -- Putting It Together -- Implications for Modeling -- Conclusions -- Acknowledgments -- References -- Chapter 6 Toward Generative Narrative Models of the Course and Resolution of Conflict -- Limitations of Current Conceptualizations of Narrative -- A Generative Modeling Framework -- Application to a Simple Narrative. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Real‐World Applications -- Challenges and Future Research -- Analysis Challenges -- Scale Challenges -- Sensitivity Challenge -- Conclusion -- Acknowledgment -- Locations, Events, Actions, Participants, and Things in the Three Little Pigs -- Edges in the Three Little Pigs Graph -- References -- Chapter 7 A Neural Network Model of Motivated Decision‐Making in Everyday Social Behavior -- Introduction -- Overview -- Constraint Satisfaction Processing -- Theoretical Background -- Motivational Systems -- Situations -- Interoceptive or Bodily State -- Wanting -- Competition Among Motives -- Motivation Changes Dynamically -- Neural Network Implementation -- General Processing in the Network -- Conclusion -- References -- Chapter 8 Dealing with Culture as Inherited Information -- Galton's Problem as a Core Feature of Cultural Theory -- How to Correct for Treelike Inheritance of Traits Across Groups -- Early Attempts to Correct Galton's Problem -- More Recent Attempts to Correct Galton's Problem -- Example Applications -- Dealing with Nonindependence in Less Treelike Network Structures -- Determining Which Network Is Most Important for a Cultural Trait -- Correcting for Network Nonindependence When Testing Trait-Trait Correlations -- Example Applications -- Future Directions for Formal Modeling of Culture -- Improved Network Autoregression Implementations -- A Global Data Set of Expected Nonindependence to Solve Galton's Problem -- Better Collection of Behavioral Trait Variation Across Populations -- Acknowledgments -- References -- Chapter 9 Social Media, Global Connections, and Information Environments: Building Complex Understandings of Multi‐Actor Interactions -- A New Setting of Hyperconnectivity -- The Information Environment -- Social Media in the Information Environment -- Integrative Approaches to Understanding Human Behavior -- Muddy the Waters. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Missing It -- Wag the Dog -- The Ethnographic Examples -- Muddying the Waters: The Case of Cassandra -- Missing It: The Case of SSgt Michaels -- Wag the Dog: The Case of Fedor the Troll -- Conclusion -- References -- Chapter 10 Using Neuroimaging to Predict Behavior: An Overview with a Focus on the Moderating Role of Sociocultural Context -- Introduction -- The Brain‐as‐Predictor Approach -- Predicting Individual Behaviors -- Interpreting Associations Between Brain Activation and Behavior -- Predicting Aggregate Out‐of‐Sample Group Outcomes -- Predicting Social Interactions and Peer Influence -- Sociocultural Context -- Future Directions -- Conclusion -- References -- Chapter 11 Social Models from Non-Human Systems -- Emergent Patterns in Groups of Behaviorally Flexible Individuals -- From Bird Motivations to Human Applications -- Game‐Theoretic Model of Frequency‐Dependent Tactic Choice -- Mathematical Model as Behavioral Microscope on Carefully Prepared Birds -- Transferable Insights from Behavioral Games to Human Groups -- Model Systems for Understanding Group Competition -- Social Spiders as Model Systems for Understanding Personality in Groups -- Ants as Model Systems for Understanding the Costs and Benefits of Specialization -- Personality and Specialization: From Nonhuman to Human Groups -- Information Dynamics in Tightly Integrated Groups -- Linear and Nonlinear Recruitment Dynamics -- Herd Behavior and Information Cascades in Ants -- From Ants to Human Decision Support Systems -- Additional Examples: Rationality and Memory -- Conclusions -- Acknowledgments -- References -- Chapter 12 Moving Social‐Behavioral Modeling Forward: Insights from Social Scientists -- Why Do People Do What They Do? -- Everything Old Is New Again -- Behavior Is Social, Not Just Complex -- What is at Stake? -- Sensemaking -- Final Thoughts -- References. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Part III Informing Models with Theory and Data -- Chapter 13 Integrating Computational Modeling and Experiments: Toward a More Unified Theory of Social Influence -- Introduction -- Social Influence Research -- Opinion Network Modeling -- Integrated Empirical and Computational Investigation of Group Polarization -- Group Polarization Theory -- Frame‐Induced Polarization Theory -- Accept‐Shift‐Constrict Model of Opinion Dynamics -- Experiment and Results -- Integrated Approach -- Conclusion -- Acknowledgments -- References -- Chapter 14 Combining Data‐Driven and Theory‐Driven Models for Causality Analysis in Sociocultural Systems -- Introduction -- Understanding Causality -- Ensembles of Causal Models -- Case Studies: Integrating Data‐Driven and Theory‐Driven Ensembles -- Letting the Data Speak: Additive Noise Ensembles -- Choosing Data‐Driven Approaches Using Theory -- Parameterizing Theory‐Driven Models Using Data -- Theory and Data Dialogue -- Conclusions -- References -- Chapter 15 Theory‐Interpretable, Data‐Driven Agent‐Based Modeling -- The Beauty and Challenge of Big Data -- A Proposed Unifying Principle for Big Data and Social Science -- Data‐Driven Agent‐Based Modeling -- Parameter Optimization -- News Consumption -- Urgent Diffusion -- Rule Induction -- Commuting Patterns -- Social Media Activity -- Conclusion and the Vision -- Acknowledgments -- References -- Chapter 16 Bringing the Real World into the Experimental Lab: Technology‐Enabling Transformative Designs -- Understanding, Predicting, and Changing Behavior -- Social Domains of Interest -- Preventing Disease -- Harm Mitigation in Crises -- Terrorism Reduction and Lone Actors -- The SOLVE Approach -- Overview of SOLVE -- Shame Reduction as a Key Intervention -- Intelligent Agents in Games -- Generalizing Approach: Understanding and Changing Behavior Across Domains. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Experimental Designs for Real‐World Simulations. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Collective behavior. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | O'Mahony, Angela. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pfautz, Jonathan. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Davis, Paul K. |
| Title | Social-Behavioral Modeling for Complex Systems |
| Place, publisher, and date of publication | Newark : John Wiley & Sons, Incorporated,c2019 |
| International Standard Book Number | 9781119484967 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) | |
| Corporate name or jurisdiction name as entry element | ProQuest (Firm) |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Stevens Institute Series on Complex Systems and Enterprises Series |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5731870">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5731870</a> |
| Public note | Click to View |
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