Tootfinder

The US has splintered into 12 news bubbles based on ideology, wealth, jobs, age, and location, making gauging public opinion and finding common agreement hard (Axios)
https://www.axios.com/2024/03/25/news-media-filter-bubble-different-realities…

Shards of glass: Inside media's 12 splintering realities
Traditional media, at least as a center of dominant power, is dead.

This https://arxiv.org/abs/2401.03067 has been replaced.
initial toot: https://mastoxiv.page/@arX…

Social Echo Chambers in Quantum Field Theory: Exploring Faddeev-Popov Ghosts Phenomena, Loop Diagrams, and Cut-off Energy Theory
This paper presents an interdisciplinary approach to analyze the emergence and impact of filter bubbles in social phenomena, especially in both digital and offline environments, by applying the concepts of quantum field theory. Filter bubbles tend to occur in digital and offline environments, targeting digital natives with extremely low media literacy and information immunity. In addition, in the aftermath of stealth marketing, fake news, "inspirational marketing," and other forms of stealth ma…

Breaking Political Filter Bubbles via Social Comparison
Nouran Soliman, Motahhare Eslami, Karrie Karahalios
https://arxiv.org/abs/2403.07150 https://

Breaking Political Filter Bubbles via Social Comparison
Online social platforms allow users to filter out content they do not like. According to selective exposure theory, people tend to view content they agree with more to get more self-assurance. This causes people to live in ideological filter bubbles. We report on a user study that encourages users to break the political filter bubble of their Twitter feed by reading more diverse viewpoints through social comparison. The user study is conducted using political-bias analyzing and Twitter-mirrorin…

This https://arxiv.org/abs/2401.05266 has been replaced.
initial toot: https://mastoxiv.page/@arX…

Quantum Modeling of Filter Bubbles Based on Kubo-Matsubara Form Green's Functions Considering Remote and Proximity Interactions:Ultraviolet Divergence to Indefinite Ghosting, Consideration of Cut Surfaces
This research aims to model tracks the evolution of opinions among agents and their collective dynamics, and mathematically represents the resonance of opinions and echo chamber effects within the filter bubble by including non-physical factors such as misinformation and confirmation bias, known as FP ghosting phenomena.The indeterminate ghost phenomenon, a social science concept similar to the uncertainty principle, depicts the variability of social opinion by incorporating information uncerta…

Proactive Recommendation with Iterative Preference Guidance
Shuxian Bi, Wenjie Wang, Hang Pan, Fuli Feng, Xiangnan He
https://arxiv.org/abs/2403.07571 http…

Proactive Recommendation with Iterative Preference Guidance
Recommender systems mainly tailor personalized recommendations according to user interests learned from user feedback. However, such recommender systems passively cater to user interests and even reinforce existing interests in the feedback loop, leading to problems like filter bubbles and opinion polarization. To counteract this, proactive recommendation actively steers users towards developing new interests in a target item or topic by strategically modulating recommendation sequences. Existi…

This https://arxiv.org/abs/2310.19643 has been replaced.
initial toot: https://mastoxiv.page/@arX…

Polemical Case Study of Opinion Dynamics:Patterns of Filter Bubbles in Non-Consensus, Rewire Phenomena
In this paper, we will review some of the issues that have been raised by opinion dynamics theory to date. In particular, we conducted a hypothesis-based simulation using a socio-physical approach regarding the filter bubble phenomenon that tends to occur under special conditions such as (1) Distance, (2) Time, and (3) Existence of strong opinion clusters in the barriers to consensus building (4) Place where opinions are not influenced In particular, this paper discusses the hypothesis and simu…