课程信息

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第 4 门课程(共 5 门)

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初级

完成时间大约为17 小时

建议:5 weeks of study, 2-5 hours/week...

英语(English)

字幕:英语(English)

100% 在线

立即开始,按照自己的计划学习。

第 4 门课程(共 5 门)

可灵活调整截止日期

根据您的日程表重置截止日期。

初级

完成时间大约为17 小时

建议:5 weeks of study, 2-5 hours/week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1

1

完成时间为 3 小时

Getting Started and Computer Simulations

完成时间为 3 小时
10 个视频 (总计 67 分钟), 2 个阅读材料, 2 个测验
10 个视频
Theoretical Simulations4分钟
Modeling and Mapping6分钟
Extending Thoughts Computationally (Part 1)6分钟
Extending Thoughts Computationally (Part 2)5分钟
Schelling's Segregation Model (Part 1)8分钟
Schelling's Segregation Model (Part 2)6分钟
Reflecting on Schelling5分钟
Expanding on Schelling (Part 1)6分钟
Expanding on Schelling (Part 2)9分钟
2 个阅读材料
A Note From UC Davis10分钟
Agent Based Models (ABM)10分钟
2 个练习
ABM Quiz1小时
Module 1 Quiz30分钟
2

2

完成时间为 3 小时

Artificial Societies: Sugarscape

完成时间为 3 小时
13 个视频 (总计 101 分钟), 1 个阅读材料, 1 个测验
13 个视频
Sugarscape9分钟
Sugarscape Components4分钟
Sugarscape 24分钟
Sugarscape 3: Inequality (Part 1)7分钟
Sugarscape 3: Inequality (Part 2)11分钟
Sugarscape 4: Sex6分钟
Sugarscape 5: Inheritance7分钟
Sugarscape 6: Das Kapital10分钟
Sugarscape 7-10: Pressured to Move13分钟
Sugarscape 11-12: Sugar & Spice6分钟
Life on the Brink4分钟
The Generativist Motto12分钟
1 个阅读材料
Resources40分钟
1 个练习
Module 2 Quiz30分钟
3

3

完成时间为 2 小时

Computer Simulations and Characteristics of ABM

完成时间为 2 小时
12 个视频 (总计 75 分钟), 1 个测验
12 个视频
CSS for Your Choices5分钟
Code You Can Live By7分钟
Gambling High or Low5分钟
More Risk in Your Life!8分钟
Today's Questions3分钟
Agent-Based Emergence (Part 1)7分钟
Agent-Based Emergence (Part 2)7分钟
Social Bursts5分钟
Intuitive Presentation4分钟
Context Sensitivity5分钟
Probabilistic Humbleness13分钟
1 个练习
Module 3 Quiz30分钟
4

4

完成时间为 5 小时

Model Thinking and Coding Artificial Societies

完成时间为 5 小时
15 个视频 (总计 118 分钟), 2 个阅读材料, 2 个测验
15 个视频
Four Model Outcomes (Part 1)5分钟
Four Model Outcomes (Part 2)10分钟
Analytical and Numerical10分钟
All Models Are Wrong10分钟
Occam's Razor5分钟
Science: Pure Creativity10分钟
Agent Based Models Lab Introduction47
First Turtle7分钟
Moving Turtle9分钟
Communicating Turtles12分钟
Social Epidemiology8分钟
Conceptual Model6分钟
Changing People's Health9分钟
Computer Simulations of the Dead7分钟
2 个阅读材料
Welcome to Peer Review Assignments!10分钟
Optional / Voluntary / Complementary50分钟
1 个练习
Module 4 Quiz30分钟

讲师

Image of instructor, Martin Hilbert

Martin Hilbert

Professor
Communication, Graduate Group Computer Science Chair Emphasis Computational Social Science

关于 加州大学戴维斯分校

UC Davis, one of the nation’s top-ranked research universities, is a global leader in agriculture, veterinary medicine, sustainability, environmental and biological sciences, and technology. With four colleges and six professional schools, UC Davis and its students and alumni are known for their academic excellence, meaningful public service and profound international impact....

关于 Computational Social Science 专项课程

Digital technology has not only revolutionized society, but also the way we can study it. Currently, this is taken advantage of by the most valuable companies in Silicon Valley, the most powerful governmental agencies, and the most influential social movements. What they have in common is that they use computational tools to understand, and ultimately influence human behavior and social dynamics. An increasing part of human interaction leaves a massive digital footprint behind. Studying it allows us to gain unprecedented insights into what society is and how it works, including its intricate social networks that had long been obscure. Computational power allows us to detect hidden patterns through analytical tools like machine learning and to natural language processing. Finally, computer simulations enable us to explore hypothetical situations that may not even exist in reality, but that we would like to exist: a better world. This specialization serves as a multidisciplinary, multi-perspective, and multi-method guide on how to better understand society and human behavior with modern research tools. This specialization gives you easy access to some of the exciting new possibilities of how to study society and human behavior. It is the first online specialization collectively taught by Professors from all 10 University of California campuses....
Computational Social Science

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