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 …
Capturing a news frame–comparing machine-learning approaches to frame analysis with different degrees of supervision
The empirical identification of frames drawing on automated text analysis has been
discussed intensely with regard to the validity of measurements. Adding to an evolving …
discussed intensely with regard to the validity of measurements. Adding to an evolving …
How propaganda works in the digital era: soft news as a gateway
Digital technology can empower citizen journalism as well as state media in authoritarian
regimes. China's propaganda apparatus has undertaken a series of transformations to adapt …
regimes. China's propaganda apparatus has undertaken a series of transformations to adapt …
Computational methods for climate change frame analysis: Techniques, critiques, and cautious ways forward
SD Hirsbrunner - Wiley Interdisciplinary Reviews: Climate …, 2024 - Wiley Online Library
Frame analysis is a popular methodological paradigm to investigate how climate change is
reported in the media, how it is negotiated by political actors, and perceived by publics. Its …
reported in the media, how it is negotiated by political actors, and perceived by publics. Its …
Advancing Automated Content Analysis for a New Era of Media Effects Research: The Key Role of Transfer Learning
The availability of individual-level digital trace data offers exciting new ways to study media
uses and effects based on the actual content that people encountered. In this article, we …
uses and effects based on the actual content that people encountered. In this article, we …
Framing climate change in Nature and Science editorials: applications of supervised and unsupervised text categorization
M Stede, Y Bracke, L Borec, NC Kinkel… - … of Computational Social …, 2023 - Springer
Abstract Hulme et al.(Nat Clim Change, 8: 515–521, 2018) manually coded 'frames' in 490
Nature and Science editorials (1966–2016) they found relevant for climate change. We …
Nature and Science editorials (1966–2016) they found relevant for climate change. We …
Evaluating transferability in multilingual text analyses
Multilingual text analysis is increasingly important to address the current narrow focus of
English and other Indo-European languages in comparative studies. However, there has …
English and other Indo-European languages in comparative studies. However, there has …
Galileo, a data platform for viewing news on social networks
L Cárcamo-Ulloa, C Mellado… - Profesional de …, 2022 - revista.profesionaldelainformacion …
This article aims to introduce Galileo, a platform for extracting and organizing news media
data on social networks. Galileo integrates publications made on the main social networks …
data on social networks. Galileo integrates publications made on the main social networks …
Framing and feelings on social media: the futures of work and intelligent machines
A Ocal, K Crowston - Information Technology & People, 2024 - emerald.com
Purpose Research on artificial intelligence (AI) and its potential effects on the workplace is
increasing. How AI and the futures of work are framed in traditional media has been …
increasing. How AI and the futures of work are framed in traditional media has been …
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 …