[图书][B] Images as data for social science research: An introduction to convolutional neural nets for image classification

NW Williams, A Casas, JD Wilkerson - 2020 - cambridge.org
Images play a crucial role in shaping and reflecting political life. Digitization has vastly
increased the presence of such images in daily life, creating valuable new research …

How state and protester violence affect protest dynamics

ZC Steinert-Threlkeld, AM Chan… - The Journal of Politics, 2022 - journals.uchicago.edu
How do state and protester violence affect whether protests grow or shrink? Previous
research finds conflicting results for how violence affects protest dynamics. This article …

An analysis of emotions and the prominence of positivity in# BlackLivesMatter tweets

A Field, CY Park, A Theophilo… - Proceedings of the …, 2022 - National Acad Sciences
Emotions are a central driving force of activism; they motivate participation in movements
and encourage sustained involvement. We use natural language processing techniques to …

Twitter as research data: Tools, costs, skill sets, and lessons learned

K Chen, Z Duan, S Yang - Politics and the Life Sciences, 2022 - cambridge.org
Scholars increasingly use Twitter data to study the life sciences and politics. However,
Twitter data collection tools often pose challenges for scholars who are unfamiliar with their …

Weather to protest: The effect of black lives matter protests on the 2020 presidential election

B Klein Teeselink, G Melios - Available at SSRN 3809877, 2021 - papers.ssrn.com
Do mass mobilizations bring about social change? This paper explores this question by
studying the impact of the Black Lives Matter protests that erupted after George Floyd's death …

Image clustering: An unsupervised approach to categorize visual data in social science research

H Zhang, Y Peng - Sociological Methods & Research, 2024 - journals.sagepub.com
Automated image analysis has received increasing attention in social scientific research, yet
existing scholarship has mostly covered the application of supervised learning to classify …

The pervasive presence of Chinese government content on Douyin trending videos

Y Lu, J Pan - Computational Communication Research, 2022 - aup-online.com
As audiences have moved to digital media, so too have governments around the world.
While previous research has focused on how authoritarian regimes employ strategies such …

Collective identity in collective action: evidence from the 2020 summer BLM protests

C Kann, S Hashash, Z Steinert-Threlkeld… - Frontiers in Political …, 2023 - frontiersin.org
Does collective identity drive protest participation? A long line of research argues that
collective identity can explain why protesters do not free ride and how specific movement …

“If we stayed at home, nothing would change”: gendered acts of citizenship from Mozambique and Pakistan

A Khan, K Taela - International Feminist Journal of Politics, 2023 - Taylor & Francis
This article investigates how women emerged as political subjects through protests in two
post-colonial contexts: the Hazara women's protests in Pakistan against ethno-sectarian …

Using Mobile Phone Data to Assess Socio-Economic Disparities in Unhealthy Food Reliance during the COVID-19 Pandemic

C Alba, R An - Health Data Science, 2023 - spj.science.org
Background: Although COVID-19 has disproportionately affected socio-economically
vulnerable populations, research on its impact on socio-economic disparities in unhealthy …