課程信息

100% 在線

立即開始,按照自己的計劃學習。

第 5 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:4 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 5 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:4 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 2 小時

Getting Started and Milestone 1

完成時間為 2 小時
3 個視頻 (總計 37 分鐘), 2 個閱讀材料, 1 個測驗
3 個視頻
Webscraping Introduction3分鐘
Webscraping Lab How-To28分鐘
2 個閱讀材料
A Note From UC Davis10分鐘
Welcome to Peer Review Assignments!10分鐘
2

2

完成時間為 2 小時

Milestone 2: Social Network Analysis

完成時間為 2 小時
4 個視頻 (總計 41 分鐘), 2 個閱讀材料, 1 個測驗
4 個視頻
Data Wrangling11分鐘
Network Measures (Part 1)15分鐘
Network Measures (Part 2)13分鐘
2 個閱讀材料
Social Network Analysis - Getting Started10分鐘
Social Network Analysis Lab Tutorial10分鐘
3

3

完成時間為 1 小時

Milestone 3: Natural Language Processing

完成時間為 1 小時
2 個視頻 (總計 2 分鐘), 1 個測驗
2 個視頻
Lesson 3.1 Module Introduction30
4

4

完成時間為 1 小時

Milestone 4: Agent-Based Computer Simulations

完成時間為 1 小時
7 個視頻 (總計 43 分鐘)
7 個視頻
One-Step Flow (Part 1)10分鐘
One-Step Flow (Part 2)11分鐘
Two-Step Flow6分鐘
Convincing Messages6分鐘
Module 4 Introduction1分鐘
Course Summary2分鐘

講師

授課教師 Martin Hilbert 的圖片

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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