課程信息

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第 4 門課程(共 5 門)

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初級

完成時間大約為17 小時

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

英語(English)

字幕:英語(English)

100% 在線

立即開始,按照自己的計劃學習。

第 4 門課程(共 5 門)

可靈活調整截止日期

根據您的日程表重置截止日期。

初級

完成時間大約為17 小時

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

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1

1

完成時間為 3 小時

Getting Started and Computer Simulations

完成時間為 3 小時
10 個視頻 (總計 67 分鐘), 2 個閱讀材料, 2 個測驗
10 個視頻
Theoretical Simulations4分鐘
Modeling and Mapping6分鐘
Extending Thoughts Computationally (Part 1)6分鐘
Extending Thoughts Computationally (Part 2)5分鐘
Schelling's Segregation Model (Part 1)8分鐘
Schelling's Segregation Model (Part 2)6分鐘
Reflecting on Schelling5分鐘
Expanding on Schelling (Part 1)6分鐘
Expanding on Schelling (Part 2)9分鐘
2 個閱讀材料
A Note From UC Davis10分鐘
Agent Based Models (ABM)10分鐘
2 個練習
ABM Quiz1小時
Module 1 Quiz30分鐘
2

2

完成時間為 3 小時

Artificial Societies: Sugarscape

完成時間為 3 小時
13 個視頻 (總計 101 分鐘), 1 個閱讀材料, 1 個測驗
13 個視頻
Sugarscape9分鐘
Sugarscape Components4分鐘
Sugarscape 24分鐘
Sugarscape 3: Inequality (Part 1)7分鐘
Sugarscape 3: Inequality (Part 2)11分鐘
Sugarscape 4: Sex6分鐘
Sugarscape 5: Inheritance7分鐘
Sugarscape 6: Das Kapital10分鐘
Sugarscape 7-10: Pressured to Move13分鐘
Sugarscape 11-12: Sugar & Spice6分鐘
Life on the Brink4分鐘
The Generativist Motto12分鐘
1 個閱讀材料
Resources40分鐘
1 個練習
Module 2 Quiz30分鐘
3

3

完成時間為 2 小時

Computer Simulations and Characteristics of ABM

完成時間為 2 小時
12 個視頻 (總計 75 分鐘), 1 個測驗
12 個視頻
CSS for Your Choices5分鐘
Code You Can Live By7分鐘
Gambling High or Low5分鐘
More Risk in Your Life!8分鐘
Today's Questions3分鐘
Agent-Based Emergence (Part 1)7分鐘
Agent-Based Emergence (Part 2)7分鐘
Social Bursts5分鐘
Intuitive Presentation4分鐘
Context Sensitivity5分鐘
Probabilistic Humbleness13分鐘
1 個練習
Module 3 Quiz30分鐘
4

4

完成時間為 5 小時

Model Thinking and Coding Artificial Societies

完成時間為 5 小時
15 個視頻 (總計 118 分鐘), 2 個閱讀材料, 2 個測驗
15 個視頻
Four Model Outcomes (Part 1)5分鐘
Four Model Outcomes (Part 2)10分鐘
Analytical and Numerical10分鐘
All Models Are Wrong10分鐘
Occam's Razor5分鐘
Science: Pure Creativity10分鐘
Agent Based Models Lab Introduction47
First Turtle7分鐘
Moving Turtle9分鐘
Communicating Turtles12分鐘
Social Epidemiology8分鐘
Conceptual Model6分鐘
Changing People's Health9分鐘
Computer Simulations of the Dead7分鐘
2 個閱讀材料
Welcome to Peer Review Assignments!10分鐘
Optional / Voluntary / Complementary50分鐘
1 個練習
Module 4 Quiz30分鐘

講師

Image of instructor, Martin Hilbert

Martin Hilbert

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

關於 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....

關於 Computational Social Science 專項課程

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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