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 …

Mobile advertising: A framework and research agenda

D Grewal, Y Bart, M Spann… - Journal of interactive …, 2016 - journals.sagepub.com
Mobile advertising allows retailers, service providers, and manufacturers to provide
consumers with increasingly relevant offers. The success of such campaigns depends on an …

Social connectedness: Measurement, determinants, and effects

M Bailey, R Cao, T Kuchler, J Stroebel… - Journal of Economic …, 2018 - aeaweb.org
Social networks can shape many aspects of social and economic activity: migration and
trade, job-seeking, innovation, consumer preferences and sentiment, public health, social …

Deepinf: Social influence prediction with deep learning

J Qiu, J Tang, H Ma, Y Dong, K Wang… - Proceedings of the 24th …, 2018 - dl.acm.org
Social and information networking activities such as on Facebook, Twitter, WeChat, and
Weibo have become an indispensable part of our everyday life, where we can easily access …

Protecting elections from social media manipulation

S Aral, D Eckles - Science, 2019 - science.org
To what extent are democratic elections vulnerable to social media manipulation? The
fractured state of research and evidence on this most important question facing democracy …

From knowledge seeking to knowledge contribution: A social capital perspective on knowledge sharing behaviors in online Q&A communities

N Wang, L Wang, Z Ma, S Wang - Technological Forecasting and Social …, 2022 - Elsevier
Previous research has examined knowledge seeking behaviors and knowledge contribution
behaviors in online communities, but it is not clear what is the relationship between …

Tie strength, embeddedness, and social influence: A large-scale networked experiment

S Aral, D Walker - Management Science, 2014 - pubsonline.informs.org
We leverage the newly emerging business analytical capability to rapidly deploy and iterate
large-scale, microlevel, in vivo randomized experiments to understand how social influence …

Online display advertising markets: A literature review and future directions

H Choi, CF Mela, SR Balseiro… - Information Systems …, 2020 - pubsonline.informs.org
This paper summarizes the display advertising literature, organizing the content by the
agents in the display advertising ecosystem, and proposes new research directions. In doing …

Do your online friends make you pay? A randomized field experiment on peer influence in online social networks

R Bapna, A Umyarov - Management Science, 2015 - pubsonline.informs.org
Demonstrating compelling causal evidence of the existence and strength of peer-to-peer
influence has become the holy grail of modern research in online social networks. In these …

Identity effects in social media

SJ Taylor, L Muchnik, M Kumar, S Aral - Nature Human Behaviour, 2023 - nature.com
Identity cues appear ubiquitously alongside content in social media today. Some also
suggest universal identification, with names and other cues, as a useful deterrent to harmful …