Publicado 2019
Tabla de Contenidos:
“…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? …”
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