A survey of computational framing analysis approaches
Framing analysis is predominantly qualitative and quantitative, examining a small dataset
with manual coding. Easy access to digital data in the last two decades prompts scholars in …
with manual coding. Easy access to digital data in the last two decades prompts scholars in …
Connecting the Dots in News Analysis: A Cross-Disciplinary Survey of Media Bias and Framing
The manifestation and effect of bias in news reporting have been central topics in the social
sciences for decades, and have received increasing attention in the NLP community …
sciences for decades, and have received increasing attention in the NLP community …
Indivec: An exploration of leveraging large language models for media bias detection with fine-grained bias indicators
This study focuses on media bias detection, crucial in today's era of influential social media
platforms shaping individual attitudes and opinions. In contrast to prior work that primarily …
platforms shaping individual attitudes and opinions. In contrast to prior work that primarily …
VD-Net: An Edge Vision-Based Surveillance System for Violence Detection
The automation of surveillance systems, driven by the rapid development of computer vision
technology, has significantly enhanced the analysis of surveillance videos, particularly in …
technology, has significantly enhanced the analysis of surveillance videos, particularly in …
Framing analysis of health-related narratives: Conspiracy versus mainstream media
Understanding how online media frame issues is crucial due to their impact on public
opinion. Research on framing using natural language processing techniques mainly focuses …
opinion. Research on framing using natural language processing techniques mainly focuses …
BU-NEmo: an affective dataset of gun violence news
Given our society's increased exposure to multimedia formats on social media platforms,
efforts to understand how digital content impacts people's emotions are burgeoning. As …
efforts to understand how digital content impacts people's emotions are burgeoning. As …
Do News Frames Really Have Some Influence in the Real World? A Computational Analysis of Cumulative Framing Effects on Emotions and Opinions About …
This study examines how the news framing of immigration influences the public's feelings
toward immigrants and their preference for immigration policy in the United States. Unlike …
toward immigrants and their preference for immigration policy in the United States. Unlike …
[HTML][HTML] A commonsense-infused language-agnostic learning framework for enhancing prediction of political bias in multilingual news headlines
Predicting the political bias of news headlines is a challenging task that becomes even more
challenging in a multilingual setting with low-resource languages. To deal with this, we …
challenging in a multilingual setting with low-resource languages. To deal with this, we …
The Affective Nature of AI-Generated News Images: Impact on Visual Journalism
This study explores the affective responses and newsworthiness perceptions of generative
AI for visual journalism. While generative AI offers advantages for newsrooms in terms of …
AI for visual journalism. While generative AI offers advantages for newsrooms in terms of …
Prediction of people's emotional response towards multi-modal news
We aim to develop methods for understanding how multimedia news exposure can affect
people's emotional responses, and we especially focus on news content related to gun …
people's emotional responses, and we especially focus on news content related to gun …