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 …

The spread of true and false news online

S Vosoughi, D Roy, S Aral - science, 2018 - science.org
We investigated the differential diffusion of all of the verified true and false news stories
distributed on Twitter from 2006 to 2017. The data comprise~ 126,000 stories tweeted by~ 3 …

[图书][B] Bit by bit: Social research in the digital age

MJ Salganik - 2019 - books.google.com
An innovative and accessible guide to doing social research in the digital age. In just the
past several years, we have witnessed the birth and rapid spread of social media, mobile …

User attitudes towards algorithmic opacity and transparency in online reviewing platforms

M Eslami, K Vaccaro, MK Lee… - Proceedings of the …, 2019 - dl.acm.org
Algorithms exert great power in curating online information, yet are often opaque in their
operation, and even existence. Since opaque algorithms sometimes make biased or …

Learning from tweets: opportunities and challenges to inform policy making during dengue epidemic

F Shahid, SH Ony, TR Albi, S Chellappan… - Proceedings of the …, 2020 - dl.acm.org
Social media platforms are widely used by people to report, access, and share information
during outbreaks and epidemics. Although government agencies and healthcare institutions …

Misinformation debunking and cross-platform information sharing through Twitter during Hurricanes Harvey and Irma: a case study on shelters and ID checks

K Hunt, B Wang, J Zhuang - Natural Hazards, 2020 - Springer
As the internet and social media continue to become increasingly used for sharing breaking
news and important updates, it is with great motivation to study the behaviors of online users …

A closer look at the self-correcting crowd: Examining corrections in online rumors

A Arif, JJ Robinson, SA Stanek, ES Fichet… - Proceedings of the …, 2017 - dl.acm.org
This paper examines how users of social media correct online rumors during crisis events.
Focusing on Twitter, we identify different patterns of information correcting behaviors and …

Monitoring misinformation on Twitter during crisis events: a machine learning approach

K Hunt, P Agarwal, J Zhuang - Risk analysis, 2022 - Wiley Online Library
Social media has been increasingly utilized to spread breaking news and risk
communications during disasters of all magnitudes. Unfortunately, due to the unmoderated …

Could this be true? I think so! Expressed uncertainty in online rumoring

K Starbird, E Spiro, I Edwards, K Zhou… - Proceedings of the …, 2016 - dl.acm.org
Rumors are regular features of crisis events due to the extreme uncertainty and lack of
information that often characterizes these settings. Despite recent research that explores …

" This Post Will Just Get Taken Down" Characterizing Removed Pro-Eating Disorder Social Media Content

S Chancellor, Z Lin, M De Choudhury - … of the 2016 CHI Conference on …, 2016 - dl.acm.org
Social media sites like Facebook and Instagram remove content that is against community
guidelines or is perceived to be deviant behavior. Users also delete their own content that …