A survey of computational framing analysis approaches

M Ali, N Hassan - Proceedings of the 2022 Conference on …, 2022 - aclanthology.org
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 …

Connecting the Dots in News Analysis: A Cross-Disciplinary Survey of Media Bias and Framing

G Vallejo, T Baldwin, L Frermann - arXiv preprint arXiv:2309.08069, 2023 - arxiv.org
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 …

Indivec: An exploration of leveraging large language models for media bias detection with fine-grained bias indicators

L Lin, L Wang, X Zhao, J Li, KF Wong - arXiv preprint arXiv:2402.00345, 2024 - arxiv.org
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 …

VD-Net: An Edge Vision-Based Surveillance System for Violence Detection

M Khan, A El Saddik, W Gueaieb, G De Masi… - IEEE …, 2024 - ieeexplore.ieee.org
The automation of surveillance systems, driven by the rapid development of computer vision
technology, has significantly enhanced the analysis of surveillance videos, particularly in …

Framing analysis of health-related narratives: Conspiracy versus mainstream media

M Reiter-Haas, B Klösch, M Hadler, E Lex - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

BU-NEmo: an affective dataset of gun violence news

C Reardon, S Paik, G Gao, M Parekh… - Proceedings of the …, 2022 - aclanthology.org
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 …

Do News Frames Really Have Some Influence in the Real World? A Computational Analysis of Cumulative Framing Effects on Emotions and Opinions About …

L Guo, CC Su, HT Chen - The International Journal of Press …, 2023 - journals.sagepub.com
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 …

[HTML][HTML] A commonsense-infused language-agnostic learning framework for enhancing prediction of political bias in multilingual news headlines

S Swati, AM Grobelnik, D Mladenić… - Knowledge-Based …, 2023 - Elsevier
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 …

The Affective Nature of AI-Generated News Images: Impact on Visual Journalism

S Paik, S Bonna, E Novozhilova, G Gao… - 2023 11th …, 2023 - ieeexplore.ieee.org
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 …

Prediction of people's emotional response towards multi-modal news

G Gao, S Paik, C Reardon, Y Zhao, L Guo… - Proceedings of the …, 2022 - open.bu.edu
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 …