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Proposing an Open-Sourced Tool for Computational Framing Analysis of Multilingual Data
16 references·8 citing·45 second hop
Proposing an Open-Sourced Tool for Computational Framing Analysis of Multilingual Data (2022)Proposing an Open-Sourced Tool for Comput…Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)Applying LDA Topic Modeling i…The End of Framing as we Know it … and the Future of Media Effects (2015)The End of Framing as we Know…Quantitative analysis of large amounts of journalistic texts using topic modelling (2015)Quantitative analysis of larg…Echo Chamber or Public Sphere? Predicting Political Orientation and Measuring Political Homophily in Twitter Using Big Data (2014)Echo Chamber or Public Sphere…Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Text as Data: The Promise and…CRITICAL QUESTIONS FOR BIG DATA (2012)CRITICAL QUESTIONS FOR BIG DA…Power to the frame: Bringing sociology back to frame analysis (2011)Power to the frame: Bringing …What's in a Frame? A Content Analysis of Media Framing Studies in the World's Leading Communication Journals, 1990-2005 (2009)What's in a Frame? A Content …The Content Analysis of Media Frames: Toward Improving Reliability and Validity (2008)The Content Analysis of Media…The Framing Project: A Bridging Model for Media Research Revisited (2007)The Framing Project: A Bridgi…Prologue—Framing Public Life: A Bridging Model for Media Research (2001)Prologue—Framing Public Life:…Framing Public Life (2001)Framing Public LifeFraming Politics at the Launch of the Euro: A Cross-National Comparative Study of Frames in the News (2001)Framing Politics at the Launc…Framing European politics: A Content Analysis of Press and Television News (2000)Framing European politics: A …Common Knowledge (1992)Common KnowledgeContent Analysis: An Introduction to its Methodology. (1984)Content Analysis: An Introduc…Towards algorithmic framing analysis: expanding the scope by using LLMs (2025)Towards algorithmic framing a…Exploring an Alternative Computational Approach for News Framing Analysis Through Community Detection in Framing Element Networks (2025)Exploring an Alternative Comp…Developing a synthetic news corpus to validate generic frame detection methods (2024)Developing a synthetic news c…How Propaganda Works in the Digital Era: Soft News as a Gateway (2023)How Propaganda Works in the D…Framing climate change in Nature and Science editorials: applications of supervised and unsupervised text categorization (2023)Framing climate change in Nat…Capturing a News Frame – Comparing Machine-Learning Approaches to Frame Analysis with Different Degrees of Supervision (2023)Capturing a News Frame – Comp…Advancing Automated Content Analysis for a New Era of Media Effects Research: The Key Role of Transfer Learning (2023)Advancing Automated Content A…A Survey of Computational Framing Analysis Approaches (2022)A Survey of Computational Fra…The Strength of Weak Ties (1973)Writing Culture (1986)Writing Culture: The Poetics and Politics of Ethnography (1986)Big Data, new epistemologies and paradigm shifts (2014)Datafication, dataism and dataveillance: Big Data between scientific paradigm and ideology (2014)Algorithms at Work: The New Contested Terrain of Control (2019)The Structure of Scientific Revolutions (1963)Judgment under Uncertainty: Heuristics and Biases (1974)Prospect Theory: An Analysis of Decision under Risk (1979)Echo Chambers: Emotional Contagion and Group Polarization on Facebook (2016)Media representation of Muslims and Islam from 2000 to 2015: A meta-analysis (2016)Framing Climate Change: Exploring the Role of Emotion in Generating Advocacy Behavior (2018)A Theory of Social Comparison Processes (1954)Birds of a Feather: Homophily in Social Networks (2001)The structural transformation of the public sphere (2006)Partisan Selective Sharing: The Biased Diffusion of Fact-Checking Messages on Social Media (2017)Social Media, Political Polarization, and Political Disinformation: A Review of the Scientific Literature (2018)Political Polarization on the Digital Sphere: A Cross-platform, Over-time Analysis of Interactional, Positional, and Affective Polarization on Social Media (2020)Framing: Toward Clarification of a Fractured Paradigm (1993)Framing as a Theory of Media Effects (1999)Science and Engineering Indicators (2004)Megamarketing: The Creation of Markets as a Social Process (2010)Shifting the refugee narrative? An automated frame analysis of Europe’s 2015 refugee crisis (2017)Frame Analysis: An Essay on the Organization of Experience. (1975)Choices, values, and frames. (1984)News framing (2005)Framing Theory (2007)The Handbook of Journalism Studies (2009)Structural Topic Models for Open‐Ended Survey Responses (2014)The Content Analysis Guidebook (2017)Content Analysis: An Introduction to Its Methodology (2019)stm : An R Package for Structural Topic Models (2019)Text as Data (2019)Discourse Analysis (1983)Smart literature review: a practical topic modelling approach to exploratory literature review (2019)Rhetoric and frame analysis of ExxonMobil's climate change communications (2021)A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)Agenda-setting Effects of Business News on the Public's Images and Opinions about Major Corporations (2003)Cascading Activation: Contesting the White House's Frame After 9/11 (2003)Qualitative content analysis in nursing research: concepts, procedures and measures to achieve trustworthiness (2003)Three Approaches to Qualitative Content Analysis (2005)The qualitative content analysis process (2008)The Political Relevance of Political Trust (1998)The Impact of Public Opinion on Public Policy: A Review and an Agenda (2003)A New Era of Minimal Effects? The Changing Foundations of Political Communication (2008)
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References

  • 1984Content Analysis: An Introduction to its Methodology.24,312 cited
  • 2012CRITICAL QUESTIONS FOR BIG DATA5,449 cited
  • 2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
  • 2000Framing European politics: A Content Analysis of Press and Television News2,495 cited
  • 2001Framing Public Life1,189 cited
  • 2014Echo Chamber or Public Sphere? Predicting Political Orientation and Measuring Political Homophily in Twitter Using Big Data1,148 cited
  • 2008The Content Analysis of Media Frames: Toward Improving Reliability and Validity1,021 cited
  • 2018Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology847 cited
  • 1992Common Knowledge828 cited
  • 2015The End of Framing as we Know it … and the Future of Media Effects703 cited
  • 2007The Framing Project: A Bridging Model for Media Research Revisited643 cited
  • 2001Framing Politics at the Launch of the Euro: A Cross-National Comparative Study of Frames in the News614 cited
  • 2009What's in a Frame? A Content Analysis of Media Framing Studies in the World's Leading Communication Journals, 1990-2005554 cited
  • 2015Quantitative analysis of large amounts of journalistic texts using topic modelling532 cited

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  • 2001Prologue—Framing Public Life: A Bridging Model for Media Research476 cited
  • 2011Power to the frame: Bringing sociology back to frame analysis404 cited
  • Cited by

    • 2023How Propaganda Works in the Digital Era: Soft News as a Gateway47 cited
    • 2023Capturing a News Frame – Comparing Machine-Learning Approaches to Frame Analysis with Different Degrees of Supervision32 cited
    • 2023Advancing Automated Content Analysis for a New Era of Media Effects Research: The Key Role of Transfer Learning31 cited
    • 2022A Survey of Computational Framing Analysis Approaches30 cited
    • 2025Towards algorithmic framing analysis: expanding the scope by using LLMs6 cited
    • 2023Framing climate change in Nature and Science editorials: applications of supervised and unsupervised text categorization5 cited
    • 2025Exploring an Alternative Computational Approach for News Framing Analysis Through Community Detection in Framing Element Networks4 cited
    • 2024Developing a synthetic news corpus to validate generic frame detection methods3 cited