About this Course
최근 조회 5,003

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지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

초급 단계

완료하는 데 약 7시간 필요

권장: 2-3 hours/ week...

영어

자막: 영어

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

초급 단계

완료하는 데 약 7시간 필요

권장: 2-3 hours/ week...

영어

자막: 영어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 1시간 필요

Course Introduction and Schelling's Segregation Model

This week will introduce students to agent-based modeling and social network theory. We will present one of the earliest and most famous agent-based models, Thomas Schelling’s model of segregation, which shows how segregation can emerge in a population even when people individually prefer diversity. This week will demonstrate this model both conceptually and with NetLogo, and illustrate how agent-based models can be used to demonstrate sufficient conditions for the emergence of social phenomena.

...
7 videos (Total 20 min), 1 quiz
7개의 동영상
1.1 The Substantive Problem: Micromotives and Macrobehavior1m
1.2 What are Agent-Based Models?2m
1.3 Formal Model of Segregation1m
1.4 Exploring Schelling's Segregation Model1m
1.5 How to Download and Use NetLogo2m
1.6 Using NetLogo: Schelling's Segregation Model4m
1개 연습문제
Week 116m
2
완료하는 데 1시간 필요

Diffusion in Small Worlds

This week will introduce students to social network theory and the “small worlds” paradox. We will introduce contagion models of diffusion, and discuss how network structure can impact the speed with which information spreads through a population. This week includes both high level conceptual overviews of social network theory, explaining how networks are used to represent complex social relationships, as well as technical descriptions of two basic types of networks.

...
7 videos (Total 25 min), 1 quiz
7개의 동영상
2.2 Introduction to Network Science5m
2.3 Types of Networks: Lattice Graph5m
2.4 Types of Networks: Random Graph4m
2.5 Using NetLogo: Properties of the Small World Network2m
2.6 Using NetLogo: Information Diffusion in Small World Networks3m
2.7 Conclusions: Life in a Small World2m
1개 연습문제
Week 218m
3
완료하는 데 1시간 필요

Complex Contagions and the Weakness of Long Ties

This week will begin by discussing the limitations of simple disease-like models of social contagion, introducing the idea of “complex contagions” to model people’s frequent need for social reinforcement before spreading a piece of information or behavior. While simple contagions always spread faster as networks get smaller, this week will demonstrate the paradoxical nature of complex contagions, which can spread slower (or not at all!) in the smallest networks.

...
6 videos (Total 26 min), 1 quiz
6개의 동영상
3.2 From Simple to Complex Contagions4m
3.3 How to Model Complex Contagions4m
3.4 Threshold Models in Networks9m
3.5 Using NetLogo: Complex Contagions in Small World Networks2m
3.6 Conclusion: The Spread of Behavior in a Complex World3m
1개 연습문제
Week 324m
4
완료하는 데 1시간 필요

Emperor's Dilemma and the Spread of Unpopular Norms

How can behaviors become popular even when most people dislike them? This week will introduce a model based on the classic allegory by Hans Christian Anderson, “The Emperor’s New Clothes.” We will first provide a conceptual overview of the model, discussing the role of private versus public beliefs and the enforcement of social norms. We will then present this model in NetLogo, showing which conditions favor the spread of unpopular behaviors.

...
6 videos (Total 17 min), 1 quiz
6개의 동영상
4.2 Components of a Norm: Compliance and Enforcement1m
4.3 Modeling Compliance and Enforcement2m
4.4 Using NetLogo: Explaining the Spread of Unpopular Norms7m
4.5 Falsification and Sufficiency in the Emperor's Dilemma1m
4.6 Self-Reinforcing Norms: A Cautionary Conclusion1m
1개 연습문제
Week 416m
4.6
35개의 리뷰Chevron Right

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이 강좌를 통해 확실한 경력상 이점 얻기

20%

급여 인상 또는 승진하기

Network Dynamics of Social Behavior의 최상위 리뷰

대학: SCJan 21st 2018

A Crisp yet effective overview of some of the most critical works in the field of Networking. Anyone from the fields of Management, Sociology, Anthropology et al should try the MOOC.

대학: AFNov 21st 2017

Although the course was very short and the homework were so easy, I'm quite satisfied by the insight I got from Prof Centola

강사

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Damon Centola

Associate Professor
Annenberg School for Communication

펜실베이니아 대학교 정보

The University of Pennsylvania (commonly referred to as Penn) is a private university, located in Philadelphia, Pennsylvania, United States. A member of the Ivy League, Penn is the fourth-oldest institution of higher education in the United States, and considers itself to be the first university in the United States with both undergraduate and graduate studies. ...

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 수료증을 구매하면 성적 평가 과제를 포함한 모든 강좌 자료에 접근할 수 있습니다. 강좌를 완료하면 전자 수료증이 성취도 페이지에 추가되며, 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 콘텐츠만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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