Revealing Media Bias in News Articles
NLP Techniques for Automated Frame Analysis
Bibliographic Data
| ID | 23780392 |
|---|---|
| Authors | Felix Hamborg (0000-0003-2444-8056, Humboldt-Universität zu Berlin, corresponding author) |
| Year | 2023 |
| Publication date | 2023-01-01 |
| Open Access | Yes |
| Type | BOOK |
| Venue | Revealing Media Bias in News Articles (SOURCE_BOOK) |
| Publisher | Springer Nature Switzerland (PUBLISHER) |
| DOI | 10.1007/978-3-031-17693-7 |
| OpenAlex | W4321766921 |
| ISBN | 9783031176937 |
| Language | EN |
| Citations received | 2 |
| References cited | 87 |
This open access book presents an interdisciplinary approach to automatically reveal biases in English news articles reporting on a given political event.
Astrophysics · Data science · Event (particle physics) · Fake news · Internet privacy · Media bias · Media studies · News media · Physics · Political science · Politics · Sociology · Computer Science · Hate Speech and Cyberbullying Detection · Law · Media Influence and Politics · Misinformation and Its Impacts
Meta-analysis
Introduction to Information Retrieval
The Nature and Origins of Mass Opinion
Qualitative Content Analysis in Practice
The Content Analysis Guidebook
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
The Stanford CoreNLP Natural Language Processing Toolkit
False Equivalence
Exploring Receivers' Criteria for Perception of Print and Online News
Partisan bias in economic news
WordNet
The Combination of Estimates from Different Experiments
Recognizing contextual polarity in phrase-level sentiment analysis
Semantics derived automatically from language corpora contain human-like biases
At Work in the Digital Newsroom
Agenda Setting and International News
Differences in negativity bias underlie variations in political ideology
Term-weighting approaches in automatic text retrieval
Simultaneous conjoint measurement
The relevance of attention for selecting news content. An eye-tracking study on attention patterns in the reception of print and online media
High agreement but low kappa
Clustering by Passing Messages Between Data Points
Political polarization and the electoral effects of media bias
Styles of stance in English
Opinion Mining and Sentiment Analysis
Tweeting From Left to Right
Validating vignette and conjoint survey experiments against real-world behavior
Exposure to ideologically diverse news and opinion on Facebook
Deep learning
The Measurement of Observer Agreement for Categorical Data
Content analysis and thematic analysis
Probabilistic topic models
Frame analysis
Is Anyone Responsible?
The Prestige Press Revisited
The Processes of Adopting Multimedia and Interactivity in Three Online Newsrooms
A Simple Intervention to Reduce Framing Effects in Perceptions of Global Climate Change
Studying Complex Discursive Systems
Unbiased Study of Television News Bias
Recent Research on Selective Exposure to Information
Seriousness checks are useful to improve data validity in online research
Persistent media bias
A Measure of Media Bias
Does the Media Matter? A Field Experiment Measuring the Effect of Newspapers on Voting Behavior and Political Opinions
What Drives Media Slant? Evidence From U.S. Daily Newspapers
From social taboo to "torch of freedom"
Choices, values, and frames
News Frames Terrorism
Answering the Call for a Standard Reliability Measure for Coding Data
Reuters Institute Digital News Report 2015
A Three-Decade Retrospective on the Hostile Media Effect
Agenda-Setting, Priming, and Framing Revisited
Keywords in News and Journalism Studies
The Propaganda Model
Why Are “Others” So Polarized? Perceived Political Polarization and Media Use in 10 Countries
Frame Mapping and Analysis of News Coverage of Contentious Issues
Media Bias
Race, gender, and the newsworthiness of homicide incidents
Media Bias and Reputation
The Causes of Hostile Media Judgments
Culture and social support
Assessing Stability in the Patterns of Selection Bias in Newspaper Coverage of Protest During the Transition from Communism in Belarus
Images of Protest
Persuasion Bias, Social Influence, and Unidimensional Opinions
Framing Bias
The “Gate Keeper
Newspaper Photographs and the 1996 Presidential Election
Where is the Frame
What Is News? Galtung and Ruge revisited
Media Bias in Presidential Elections
What's in a Frame? A Content Analysis of Media Framing Studies in the World's Leading Communication Journals, 1990-2005
Manufacturing consent
The Impact of Media Bias
Fair and Balanced? Quantifying Media Bias through Crowdsourced Content Analysis
New Media and the Polarization of American Political Discourse
Framing analysis
The Image and the Vote
The Subconscious Effect of Subtle Media Bias on Perceptions of Terrorism
A survey of named entity recognition and classification
Framing
Introducing the UCDP Georeferenced Event Dataset
No sense of place
Misperceptions, the Media, and the Iraq War
Facilitating Communication across Lines of Political Difference
The Psychological Meaning of Words
| Unique citing works | 2 |
|---|---|
| Citations per year | 2 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 2 |