An Introduction to Computational Social Science
普林斯顿大学计算社会科学 SICSS 2020 课程。链接地址：https://compsocialscience.github.io/summer-institute/curriculum
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计算社会科学 引言 An Introduction to Computational Social Science（普林斯顿大学）
27:19
Why SICSS
25:34
Ethics and Computational Social Science (part 1)
33:34
Ethics and Computational Social Science (Part 2)
34:22
Ethics and Computational Social Science (Part 3)
18:58
What is Digital Trace Data
10:53
Strengths and Weaknesses of Digital Trace Data
31:40
Application Programming Interface
49:52
Screenscraping for Computational Social Scientists
25:23
Building Apps and Bots for Computational Social Science Research
27:51
An Introduction to Text Analysis
09:45
Text Analysis Basics
28:08
Dictionary-Based Text Analysis
19:27
An Introduction to Topic Modeling
26:39
Text Networks
21:03
Survey Research in the Digital Age
18:36
Probability and non-probability sampling
19:36
Computer-administered interviews
09:19
Combining surveys and big data
20:51
Additions and extensions
36:22
Introduction to Mass Collaboration
06:05
Human computation
18:24
Open Call
13:20
Distributed Data Collection
15:14
Fragile Families Challenge
28:34
What, why, and which experiments
12:47
Moving beyond simple experiments
17:32
Four strategies for making experiments happen
12:47
Zero Variable Cost Data and Music Lab
25:44
3Rs
12:08
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