Integrating explanation and prediction in computational social science

JM Hofman, DJ Watts, S Athey, F Garip, TL Griffiths… - Nature, 2021 - nature.com
Computational social science is more than just large repositories of digital data and the
computational methods needed to construct and analyse them. It also represents a …

Artificial intelligence and illusions of understanding in scientific research

L Messeri, MJ Crockett - Nature, 2024 - nature.com
Scientists are enthusiastically imagining ways in which artificial intelligence (AI) tools might
improve research. Why are AI tools so attractive and what are the risks of implementing them …

Do social media undermine social cohesion? A critical review

S González‐Bailón, Y Lelkes - Social Issues and Policy …, 2023 - Wiley Online Library
We evaluate the empirical evidence interrogating the question of whether social media
erodes social cohesion. We look at how networks, information exchange, and norms operate …

Measuring algorithmically infused societies

C Wagner, M Strohmaier, A Olteanu, E Kıcıman… - Nature, 2021 - nature.com
It has been the historic responsibility of the social sciences to investigate human societies.
Fulfilling this responsibility requires social theories, measurement models and social data …

Digital trace data collection for social media effects research: APIs, data donation, and (screen) tracking

J Ohme, T Araujo, L Boeschoten… - Communication …, 2024 - Taylor & Francis
In social media effects research, the role of specific social media content is understudied, in
part attributable to the fact that communication science previously lacked methods to access …

Human social sensing is an untapped resource for computational social science

M Galesic, W Bruine de Bruin, J Dalege, SL Feld… - Nature, 2021 - nature.com
The ability to 'sense'the social environment and thereby to understand the thoughts and
actions of others allows humans to fit into their social worlds, communicate and cooperate …

Platform-controlled social media APIs threaten open science

BI Davidson, D Wischerath, D Racek, DA Parry… - Nature Human …, 2023 - nature.com
Social media data enable insights into human behaviour. Researchers can access these
data via platform-provided application programming interfaces (APIs), but these come with …

OSD2F: An open-source data donation framework

T Araujo, J Ausloos, W van Atteveldt… - Computational …, 2022 - aup-online.com
The digital traces that people leave through their use of various online platforms provide
tremendous opportunities for studying human behavior. However, the collection of these …

Antecedents and consequences of fake news exposure: A two-panel study on how news use and different indicators of fake news exposure affect media trust

S Lee, H Gil de Zúñiga, K Munger - Human Communication …, 2023 - academic.oup.com
Despite abundant studies on “fake news,” the long-term consequences have been less
explored. In this context, this study examines the dynamic relationship between traditional …

Understanding the role of social media sentiment in identifying irrational herding behavior in the stock market

T Li, H Chen, W Liu, G Yu, Y Yu - International Review of Economics & …, 2023 - Elsevier
This study examined the role of social media sentiment in identifying irrational herding
behavior in the stock market. We selected the Chinese stock market, where majority are …