Generative echo chamber? effect of llm-powered search systems on diverse information seeking

N Sharma, QV Liao, Z **ao - Proceedings of the 2024 CHI Conference …, 2024 - dl.acm.org
Large language models (LLMs) powered conversational search systems have already been
used by hundreds of millions of people, and are believed to bring many benefits over …

Fighting false information from propagation process: A survey

L Sun, Y Rao, L Wu, X Zhang, Y Lan, A Nazir - ACM Computing Surveys, 2023 - dl.acm.org
The recent serious cases of spreading false information have posed a significant threat to
the social stability and even national security, urgently requiring all circles to respond …

Reducing controversy by connecting opposing views

K Garimella, G De Francisci Morales, A Gionis… - Proceedings of the …, 2017 - dl.acm.org
Society is often polarized by controversial issues that split the population into groups with
opposing views. When such issues emerge on social media, we often observe the creation …

Linguistic signals under misinformation and fact-checking: Evidence from user comments on social media

S Jiang, C Wilson - Proceedings of the ACM on Human-Computer …, 2018 - dl.acm.org
Misinformation and fact-checking are opposite forces in the news environment: the former
creates inaccuracies to mislead people, while the latter provides evidence to rebut the …

Towards algorithmic experience: Initial efforts for social media contexts

O Alvarado, A Waern - Proceedings of the 2018 chi conference on …, 2018 - dl.acm.org
Algorithms influence most of our daily activities, decisions, and they guide our behaviors. It
has been argued that algorithms even have a direct impact on democratic societies. Human …

Minimizing polarization and disagreement in social networks

C Musco, C Musco, CE Tsourakakis - … of the 2018 world wide web …, 2018 - dl.acm.org
The rise of social media and online social networks has been a disruptive force in society.
Opinions are increasingly shaped by interactions on online social media, and social …

Nudging towards news diversity: A theoretical framework for facilitating diverse news consumption through recommender design

N Mattis, P Masur, J Möller… - New Media & …, 2024 - journals.sagepub.com
Growing concern about the democratic impact of automatically curated news platforms urges
us to reconsider how such platforms should be designed. We propose a theoretical …

This item might reinforce your opinion: Obfuscation and labeling of search results to mitigate confirmation bias

A Rieger, T Draws, M Theune, N Tintarev - Proceedings of the 32nd …, 2021 - dl.acm.org
During online information search, users tend to select search results that confirm previous
beliefs and ignore competing possibilities. This systematic pattern in human behavior is …

Discovering polarized communities in signed networks

F Bonchi, E Galimberti, A Gionis, B Ordozgoiti… - Proceedings of the 28th …, 2019 - dl.acm.org
Signed networks contain edge annotations to indicate whether each interaction is friendly
(positive edge) or antagonistic (negative edge). The model is simple but powerful and it can …

Social media frames my move and visual: The echo chamber effects on on-site tourism behaviors and destination marketing

X Tang, L Zhang, K Yuan - Journal of Destination Marketing & Management, 2024 - Elsevier
While social media has the potential to disseminate extensive travel-related information, it
may also inadvertently restrict exposure to diverse perspectives, leading to the prevalence of …