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Network Dynamics of Social Behavior · LearnSpace
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Network Dynamics of Social Behavior

Курс от University of Pennsylvania
Начальный≈ 5.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

How do revolutions emerge without anyone expecting them? How did social norms about same sex marriage change more rapidly than anyone anticipated? Why do some social innovations take off with relative ease, while others struggle for years without spreading? More generally, what are the forces that control the process of social evolution –from the fashions that we wear, to our beliefs about religious tolerance, to our ideas about the process of scientific discovery and the best ways to manage complex research organizations? The social world is complex and full of surprises. Our experiences and intuitions about the social world as individuals are often quite different from the behaviors that we observe emerging in large societies. Even minor changes to the structure of a social network - changes that are unobservable to individuals within those networks - can lead to radical shifts in the spread of new ideas and behaviors through a population. These “invisible” mathematical properties of social networks have powerful implications for the ways that teams solve problems, the social norms that are likely to emerge, and even the very future of our society. This course condenses the last decade of cutting-edge research on these topics into six modules. Each module provides an in-depth look at a particular research puzzle -with a focus on agent-based models and network theories of social change -and provides an interactive computational model for you try out and to use for making your own explorations! Learning objectives - after this course, students will be able to... - explain how computer models are used to study challenging social problems - describe how networks are used to represent the structure of social relationships - show how individual actions can lead to unintended collective behaviors - provide concrete examples of how social networks can influence social change - discuss how diffusion processes can explain the growth social movements, changes in cultural norms, and the success of team problem solving

Навыки, которые вы освоите

Social Network AnalysisSimulationsNetwork AnalysisSociologySocial SciencesSocial ImpactGraph TheoryCultureInnovationSystems ThinkingComplex Problem SolvingSocial Studies

Программа курса

6 модулей · 45 учебных материалов

01Course Introduction and Schelling's Segregation Model8 материалов

Introduction

1.0 Course Introduction and ObjectivesВидео

Thomas Schelling’s Segregation Model

1.1 The Substantive Problem: Micromotives and MacrobehaviorВидео1.2 What are Agent-Based Models?Видео1.3 Formal Model of SegregationВидео

Учитесь у экспертов

Damon Centola

Professor of Communication, Sociology and Communication

Network Dynamics of Social Behavior
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≈ 5.4 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

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1.4 Exploring Schelling's Segregation ModelВидео
1.5 How to Download and Use NetLogoВидео
1.6 Using NetLogo: Schelling's Segregation ModelВидео

Quiz: Week 1

Week 1Задание
02Diffusion in Small Worlds8 материалов

Network Science

2.1 Network Science: Mapping a Connected WorldВидео2.2 Introduction to Network ScienceВидео2.3 Types of Networks: Lattice GraphВидео2.4 Types of Networks: Random GraphВидео

NetLogo

2.5 Using NetLogo: Properties of the Small World NetworkВидео2.6 Using NetLogo: Information Diffusion in Small World NetworksВидео

Conclusion

2.7 Conclusions: Life in a Small WorldВидео

Quiz: Week 2

Week 2Задание
03Complex Contagions and the Weakness of Long Ties7 материалов

Social Contagions

3.1 Social Contagions: Beyond Information DiffusionВидео3.2 From Simple to Complex ContagionsВидео3.3 How to Model Complex ContagionsВидео3.4 Threshold Models in NetworksВидео3.5 Using NetLogo: Complex Contagions in Small World NetworksВидео3.6 Conclusion: The Spread of Behavior in a Complex WorldВидео

Week 3 Quiz

Week 3Задание
04Emperor's Dilemma and the Spread of Unpopular Norms7 материалов

The Emperor's Dilemma and The Spread of Unpopular Norms

4.1 The Emperor's Dilemma: Explaining Unpopular NormsВидео4.2 Components of a Norm: Compliance and EnforcementВидео4.3 Modeling Compliance and EnforcementВидео4.4 Using NetLogo: Explaining the Spread of Unpopular NormsВидео4.5 Falsification and Sufficiency in the Emperor's DilemmaВидео4.6 Self-Reinforcing Norms: A Cautionary ConclusionВидео

Week 4 Quiz

Week 4Задание
05The Spontaneous Emergence of Conventions7 материалов

The Spontaneous Emergence of Conventions

5.1 A Startup Problem: The Emergence of NormsВидео5.2 Conventions and the Challenge of CoordinationВидео5.3 Modelling Pairwise Coordination in NetworksВидео5.4 Using NetLogo: Coordination in NetworksВидео5.5 How do norms emerge? Global Agreement from Peer-to-Peer InterationВидеоOptional Reading: Creating Critical MassЧтение

Week 5 Quiz

Week 5Задание
06Problem Solving in Networks8 материалов

Networks of Innovation

6.1 Exploration and Exploitation: Networks of InnovationВидео6.2 Modeling Complex ProblemsВидео6.3 Modeling Problem-Solving in TeamsВидео6.4 Thinking about Models: Problem-Solving in the Real WorldВидео6.5 Using NetLogo: Complex Problem Solving in NetworksВидео6.6 Conclusions: The Two Pizza RuleВидео6.7 Course Conclusions: The Network Dynamics of Social BehaviorВидео

Week 6 Quiz

Week 6Задание