The media bias taxonomy: A systematic literature review on the forms and automated detection of media bias
The way the media presents events can significantly affect public perception, which in turn
can alter people's beliefs and views. Media bias describes a one-sided or polarizing …
can alter people's beliefs and views. Media bias describes a one-sided or polarizing …
The interaction between political typology and filter bubbles in news recommendation algorithms
Algorithmic personalization of news and social media content aims to improve user
experience; however, there is evidence that this filtering can have the unintended side effect …
experience; however, there is evidence that this filtering can have the unintended side effect …
Computational approaches to developing the implicit media bias dataset: Assessing political orientations of nonpolitical news articles
Research on media bias has been primarily conducted a number of times of news outlets
referred on political news articles, but nonpolitical articles can still convey media bias that …
referred on political news articles, but nonpolitical articles can still convey media bias that …
Data-driven approaches into political orientation and news outlet discrimination: the case of news articles in south korea
With the advancement of the internet, the public now has easy access to news from various
media outlets. However, a number of news outlets tend to report their content based on their …
media outlets. However, a number of news outlets tend to report their content based on their …
Political bias and factualness in news sharing across more than 100,000 online communities
As civil discourse increasingly takes place online, misinformation and the polarization of
news shared in online communities have become ever more relevant concerns with real …
news shared in online communities have become ever more relevant concerns with real …
A domain-adaptive pre-training approach for language bias detection in news
Media bias is a multi-faceted construct influencing individual behavior and collective
decision-making. Slanted news reporting is the result of one-sided and polarized writing …
decision-making. Slanted news reporting is the result of one-sided and polarized writing …
Misinformation detection algorithms and fairness across political ideologies: The impact of article level labeling
J Park, RD Ellezhuthil, J Isaac, C Mergerson… - Proceedings of the 15th …, 2023 - dl.acm.org
Multiple recent efforts have used large-scale data and computational models to
automatically detect misinformation in online news articles. Given the potential impact of …
automatically detect misinformation in online news articles. Given the potential impact of …
Reducing cross-topic political homogenization in content-based news recommendation
Content-based news recommenders learn words that correlate with user engagement and
recommend articles accordingly. This can be problematic for users with diverse political …
recommend articles accordingly. This can be problematic for users with diverse political …
Political ideology and polarization: A multi-dimensional approach
Analyzing ideology and polarization is of critical importance in advancing our grasp of
modern politics. Recent research has made great strides towards understanding the …
modern politics. Recent research has made great strides towards understanding the …
Novelty in news search: a longitudinal study of the 2020 US elections
The 2020 US elections news coverage was extensive, with new pieces of information
generated rapidly. This evolving scenario presented an opportunity to study the performance …
generated rapidly. This evolving scenario presented an opportunity to study the performance …