Studying reddit: A systematic overview of disciplines, approaches, methods, and ethics

N Proferes, N Jones, S Gilbert, C Fiesler… - Social Media+ …, 2021 - journals.sagepub.com
This article offers a systematic analysis of 727 manuscripts that used Reddit as a data
source, published between 2010 and 2020. Our analysis reveals the increasing growth in …

After the 'APIcalypse': Social media platforms and their fight against critical scholarly research

A Bruns - Disinformation and Data Lockdown on Social Platforms, 2021 - taylorfrancis.com
In the aftermath of the Cambridge Analytica controversy, social media platform providers
such as Facebook and Twitter have severely restricted access to platform data via their …

# Ferguson: Digital protest, hashtag ethnography, and the racial politics of social media in the United States

Y Bonilla, J Rosa - American ethnologist, 2015 - Wiley Online Library
As thousands of demonstrators took to the streets of Ferguson, Missouri, to protest the fatal
police shooting of unarmed African American teenager Michael Brown in the summer of …

Social data: Biases, methodological pitfalls, and ethical boundaries

A Olteanu, C Castillo, F Diaz, E Kıcıman - Frontiers in big data, 2019 - frontiersin.org
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …

“Participant” perceptions of Twitter research ethics

C Fiesler, N Proferes - Social Media+ Society, 2018 - journals.sagepub.com
Social computing systems such as Twitter present new research sites that have provided
billions of data points to researchers. However, the availability of public social media data …

Link-based approach to study scientific software usage: The case of VOSviewer

E Orduña-Malea, R Costas - Scientometrics, 2021 - Springer
Scientific software is a fundamental player in modern science, participating in all stages of
scientific knowledge production. Software occasionally supports the development of trivial …

[BOOK][B] Social media and everyday politics

T Highfield - 2017 - books.google.com
From selfies and memes to hashtags and parodies, social media are used for mundane and
personal expressions of political commentary, engagement, and participation. The coverage …

Visual cross-platform analysis: Digital methods to research social media images

W Pearce, SM Özkula, AK Greene… - Information …, 2020 - Taylor & Francis
Analysis of social media using digital methods is a flourishing approach. However, the
relatively easy availability of data collected via platform application programming interfaces …

A taxonomy of ethical tensions in inferring mental health states from social media

S Chancellor, ML Birnbaum, ED Caine… - Proceedings of the …, 2019 - dl.acm.org
Powered by machine learning techniques, social media provides an unobtrusive lens into
individual behaviors, emotions, and psychological states. Recent research has successfully …

[HTML][HTML] Attitudes toward the ethics of research using social media: a systematic review

S Golder, S Ahmed, G Norman, A Booth - Journal of medical internet …, 2017 - jmir.org
Background Although primarily used for social networking and often used for social support
and dissemination, data on social media platforms are increasingly being used to facilitate …