R Interian, R G. Marzo, I Mendoza… - International …, 2023 - Wiley Online Library
Polarization arises when the underlying network connecting the members of a community or society becomes characterized by highly connected groups with weak intergroup …
While personalization increases the utility of recommender systems, it also brings the issue of filter bubbles. eg, if the system keeps exposing and recommending the items that the user …
Recommender systems usually face the issue of filter bubbles: over-recommending homogeneous items based on user features and historical interactions. Filter bubbles will …
N Ghanem, S Leitner, D Jannach - Electronic Commerce Research and …, 2022 - Elsevier
Automated recommendations can nowadays be found on many e-commerce platforms, and such recommendations can create substantial value for consumers and providers. Often …
JB Kristensen, FM Henriksen… - Social Media+ …, 2023 - journals.sagepub.com
This study explores partisan and group heterophily within cross-platform online communities that share alternative news media content in Denmark, Sweden, Germany, and Austria. The …
Designing recommendation systems that serve content aligned with time varying preferences requires proper accounting of the feedback effects of recommendations on …
Recommender systems, in real-world circumstances, tend to limit user exposure to certain topics and to overexpose them to others to maximize performance. However, repeated …
AB Aicher, D Kornmüller, W Minker… - Proceedings of the 5th …, 2023 - dl.acm.org
During their information seeking people tend to filter out all the parts of the available information that do not fit their existing beliefs or opinions. In this paper we present a model …
T Donkers, J Ziegler - Online Social Networks and Media, 2023 - Elsevier
As online social networks have become dominant platforms for public discourse worldwide, there is growing anecdotal evidence of a concurrent rise in social antagonisms. Yet, while …