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Automated Content Analysis
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Automated Content Analysis (2022)Automated Content AnalysisMachine Learning for Social Science: An Agnostic Approach (2021)Machine Learning for Social S…News Frame Analysis: An Inductive Mixed-method Computational Approach (2019)News Frame Analysis: An Induc…The Future of Coding: A Comparison of Hand-Coding and Three Types of Computer-Assisted Text Analysis Methods (2018)The Future of Coding: A Compa…Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)Applying LDA Topic Modeling i…Text Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It (2017)Text Preprocessing For Unsupe…Text Analysis in R (2017)Text Analysis in RLarge-Scale Computerized Text Analysis in Political Science: Opportunities and Challenges (2017)Large-Scale Computerized Text…Computational Grounded Theory: A Methodological Framework (2017)Computational Grounded Theory…Big Social Data Analytics in Journalism and Mass Communication (2016)Big Social Data Analytics in …Structural Topic Models for Open‐Ended Survey Responses (2014)Structural Topic Models for O…Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Text as Data: The Promise and…Content Analysis in an Era of Big Data: A Hybrid Approach to Computational and Manual Methods (2013)Content Analysis in an Era of…The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)The Psychological Meaning of …How to Analyze Political Attention with Minimal Assumptions and Costs (2009)How to Analyze Political Atte…Framing: Toward Clarification of a Fractured Paradigm (1993)Framing: Toward Clarification…The General Inquirer: A Computer Approach to Content Analysis. (1967)The General Inquirer: A Compu…Facebook and social representations of Filipino migrant life in Germany: a reflexive computational approach (2024)Facebook and social represent…Identification of social scientifically relevant topics in an interview repository: a natural language processing experiment (2023)Identification of social scie…Ethical challenges in contemporary quantitative content analysis (2023)Ethical challenges in contemp…Content Analysis: An Introduction to its Methodology. (1984)Big data: The next frontier for innovation, competition, and productivity (2011)CRITICAL QUESTIONS FOR BIG DATA (2012)Sourcing the Arab Spring: A Case Study of Andy Carvin's Sources on Twitter During the Tunisian and Egyptian Revolutions (2014)Issues and Best Practices in Content Analysis (2015)Digital inequalities in the age of artificial intelligence and big data (2019)The Agenda-Setting Function of Mass Media (1972)Choices, values, and frames. (1984)Is Anyone Responsible? (1991)Framing as a Theory of Media Effects (1999)Framing Theory (2007)Choices, Values, and Frames (2013)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)Content Analysis in Mass Communication: Assessment and Reporting of Intercoder Reliability (2002)Computational Social Science (2009)A Model of Text for Experimentation in the Social Sciences (2016)The Diversity–Innovation Paradox in Science (2020)Conflict, arousal, and curiosity. (1960)Confronting a traumatic event: Toward an understanding of inhibition and disease. (1986)Measuring individual differences in implicit cognition: The implicit association test. (1998)Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment (2010)Linguistic Inquiry and Word Count (LIWC) (2012)Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013)Basic Content Analysis (1990)A Method of Automated Nonparametric Content Analysis for Social Science (2009)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)The Discovery of Grounded Theory: Strategies for Qualitative Research. (1968)Constructing grounded theory (2014)Topic Modeling in Management Research: Rendering New Theory from Textual Data (2019)Computational Social Science and Sociology (2020)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)Extracting Policy Positions from Political Texts Using Words as Data (2003)Extracting, Representing, and Analyzing Mental Models (1992)Ratings lead you to the product, reviews help you clinch it? The mediating role of online review sentiments on product sales (2013)Can Large Language Models Transform Computational Social Science? (2023)
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References

  • 1993Framing: Toward Clarification of a Fractured Paradigm16,168 cited
  • 2009The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods5,768 cited
  • 2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
  • 2014Structural Topic Models for Open‐Ended Survey Responses1,967 cited
  • 2018Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology847 cited
  • 1967The General Inquirer: A Computer Approach to Content Analysis.723 cited
  • 2017Computational Grounded Theory: A Methodological Framework702 cited
  • 2009How to Analyze Political Attention with Minimal Assumptions and Costs670 cited
  • 2017Text Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It466 cited
  • 2013Content Analysis in an Era of Big Data: A Hybrid Approach to Computational and Manual Methods419 cited
  • 2021Machine Learning for Social Science: An Agnostic Approach324 cited
  • 2017Large-Scale Computerized Text Analysis in Political Science: Opportunities and Challenges300 cited
  • 2017Text Analysis in R284 cited
  • 2018The Future of Coding: A Comparison of Hand-Coding and Three Types of Computer-Assisted Text Analysis Methods237 cited

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  • 2019News Frame Analysis: An Inductive Mixed-method Computational Approach231 cited
  • 2016Big Social Data Analytics in Journalism and Mass Communication230 cited
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    • 2024Facebook and social representations of Filipino migrant life in Germany: a reflexive computational approach3 cited
    • 2023Ethical challenges in contemporary quantitative content analysis3 cited
    • 2023Identification of social scientifically relevant topics in an interview repository: a natural language processing experiment2 cited