Agent-Based Computational Sociology (ePub)
(Sprache: Englisch)
Most of the intriguing social phenomena of our time, such as
international terrorism, social inequality, and urban ethnic
segregation, are consequences of complex forms of agent interaction
that are difficult to observe methodically and experimentally....
international terrorism, social inequality, and urban ethnic
segregation, are consequences of complex forms of agent interaction
that are difficult to observe methodically and experimentally....
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Most of the intriguing social phenomena of our time, such as
international terrorism, social inequality, and urban ethnic
segregation, are consequences of complex forms of agent interaction
that are difficult to observe methodically and experimentally. This
book looks at a new research stream that makes use of advanced
computer simulation modelling techniques to spotlight agent
interaction that allows us to explain the emergence of social
patterns. It presents a method to pursue analytical sociology
investigations that look at relevant social mechanisms in various
empirical situations, such as markets, urban cities, and
organisations.
This book:
* Provides a comprehensive introduction to epistemological,
theoretical and methodological features of agent-based modelling in
sociology through various discussions and examples.
* Presents the pros and cons of using agent-based models in
sociology.
* Explores agent-based models in combining quantitative and
qualitative aspects, and micro- and macro levels of analysis.
* Looks at how to pose an agent-based research question,
identifying the model building blocks, and how to validate
simulation results.
* Features examples of agent-based models that look at crucial
sociology issues.
* Supported by an accompanying website featuring data sets and
code for the models included in the book.
Agent-Based Computational Sociology is written in a
common sociological language and features examples of models that
look at all the traditional explanatory challenges of sociology.
Researchers and graduate students involved in the field of
agent-based modelling and computer simulation in areas such as
social sciences, cognitive sciences and computer sciences will
benefit from this book.
international terrorism, social inequality, and urban ethnic
segregation, are consequences of complex forms of agent interaction
that are difficult to observe methodically and experimentally. This
book looks at a new research stream that makes use of advanced
computer simulation modelling techniques to spotlight agent
interaction that allows us to explain the emergence of social
patterns. It presents a method to pursue analytical sociology
investigations that look at relevant social mechanisms in various
empirical situations, such as markets, urban cities, and
organisations.
This book:
* Provides a comprehensive introduction to epistemological,
theoretical and methodological features of agent-based modelling in
sociology through various discussions and examples.
* Presents the pros and cons of using agent-based models in
sociology.
* Explores agent-based models in combining quantitative and
qualitative aspects, and micro- and macro levels of analysis.
* Looks at how to pose an agent-based research question,
identifying the model building blocks, and how to validate
simulation results.
* Features examples of agent-based models that look at crucial
sociology issues.
* Supported by an accompanying website featuring data sets and
code for the models included in the book.
Agent-Based Computational Sociology is written in a
common sociological language and features examples of models that
look at all the traditional explanatory challenges of sociology.
Researchers and graduate students involved in the field of
agent-based modelling and computer simulation in areas such as
social sciences, cognitive sciences and computer sciences will
benefit from this book.
Inhaltsverzeichnis zu „Agent-Based Computational Sociology (ePub)“
Preface ix 1 What is agent-based computational sociology all about? 1 1.1 Predecessors and fathers 3 1.2 The main ideas of agent-based computational sociology 9 1.2.1 The primacy of models 9 1.2.2 The generative approach 11 1.2.3 The micro-macro link 13 1.2.4 Process and change 15 1.2.5 The unexcluded middle 16 1.2.6 Trans-disciplinarity 17 1.3 What are ABMs? 18 1.4 A classification of ABM use in social research 20 References 26 2 Cooperation, coordination and social norms 33 2.1 Direct reciprocity and the persistence of interaction 36 2.2 Strong reciprocity and social sanctions 42 2.3 Disproportionate prior exposure 49 2.4 Partner selection 54 2.5 Reputation 62 2.6 The emergence of conventions 69 References 78 3 Social influence 85 3.1 Segregation dynamics 88 3.2 Threshold behavior and opinions 97 3.3 Culture dynamics and diversity 103 3.4 Social reflexivity 109 References 122 4 The methodology 131 4.1 The method 134 4.2 Replication 140 4.2.1 The querelle about segregation 144 4.2.2 The querelle about trust and mobility 147 4.3 Multi-level empirical validation 151 References 159 5 Conclusions 165 References 172 Appendix A 175 A.1 Research centers 175 A.2 Scientific associations 177 A.3 Journals 178 A.4 Simulation tools 179 References 179 Appendix B 181 B.1 Example I: Partner selection and dynamic networks (Boero, Bravo and Squazzoni 2010) 182 B.2 Example II: Reputation (Boero et al. 2010) 211 References 234 Index 235
Autoren-Porträt von Flaminio Squazzoni
Flaminio Squazzoni, Department of Social Sciences, Faculty of Economics, University of Brescia, Italy
Bibliographische Angaben
- Autor: Flaminio Squazzoni
- 2012, 1. Auflage, 248 Seiten, Englisch
- Verlag: John Wiley & Sons
- ISBN-10: 1119941636
- ISBN-13: 9781119941637
- Erscheinungsdatum: 27.02.2012
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- Größe: 5.25 MB
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