Platform governance at the margins: Social media creators' experiences with algorithmic (in) visibility
While champions of the “new” creative economy consistently hype the career possibilities
furnished by YouTube, Instagram, TikTok, and the like, critics have cast a spotlight on the …
furnished by YouTube, Instagram, TikTok, and the like, critics have cast a spotlight on the …
[HTML][HTML] Social networks marketing and consumer purchase behavior: the combination of SEM and unsupervised machine learning approaches
The purpose of this paper is to reveal how social network marketing (SNM) can affect
consumers' purchase behavior (CPB). We used the combination of structural equation …
consumers' purchase behavior (CPB). We used the combination of structural equation …
“Shadowbanning is not a thing”: black box gaslighting and the power to independently know and credibly critique algorithms
K Cotter - Information, Communication & Society, 2023 - Taylor & Francis
Efforts to govern algorithms have centerd the 'black box problem,'or the opacity of algorithms
resulting from corporate secrecy and technical complexity. In this article, I conceptualize a …
resulting from corporate secrecy and technical complexity. In this article, I conceptualize a …
Making a living in the creator economy: A large-scale study of linking on YouTube
This article explores monetization and networking strategies within the consolidating creator
economy. Through a large-scale study of linking practices on YouTube, we investigate how …
economy. Through a large-scale study of linking practices on YouTube, we investigate how …
Studying platforms and cultural production: Methods, institutions, and practices
This introduction to the second special collection of articles on the platformization of the
cultural industries foregrounds research methods and practices. Drawing from the 12 articles …
cultural industries foregrounds research methods and practices. Drawing from the 12 articles …
Towards sparsification of graph neural networks
As real-world graphs expand in size, larger GNN models with billions of parameters are
deployed. High parameter count in such models makes training and inference on graphs …
deployed. High parameter count in such models makes training and inference on graphs …
Taming platform power: Taking accountability into account in the management of platforms
HA Rahman, A Karunakaran… - Academy of Management …, 2024 - journals.aom.org
Research on multisided platforms has emphasized how platform owners accumulate
significant power over other platform actors, such as producers and customers, arguing for …
significant power over other platform actors, such as producers and customers, arguing for …
The relationship between social media use and negative emotions among Chinese medical college students: the mediating role of fear of missing out and the …
S Chen, H Li, L Pang, D Wen - Psychology Research and Behavior …, 2023 - Taylor & Francis
Objective This study aimed to examine the mediating role of fear of missing out (FoMO) and
the moderating role of resilience in the association between social media use and negative …
the moderating role of resilience in the association between social media use and negative …
The influencer pay gap: Platform labor meets racial capitalism
A Christin, Y Lu - new media & society, 2023 - journals.sagepub.com
Existing research emphasizes the precarity of workers engaged in the exchange of goods
and services through digital platforms. Yet few studies have systematically examined how …
and services through digital platforms. Yet few studies have systematically examined how …
Characterizing alternative monetization strategies on YouTube
One of the key emerging roles of the YouTube platform is providing creators the ability to
generate revenue from their content and interactions. Alongside tools provided directly by …
generate revenue from their content and interactions. Alongside tools provided directly by …