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Interactive Topic Modeling for aiding Qualitative Content Analysis
3 references·9 citing·37 second hop
Interactive Topic Modeling for aiding Qualitative Content Analysis (2016)Interactive Topic Modeling for aiding Qua…The Content Analysis Reader (2008)The Content Analysis ReaderThree Approaches to Qualitative Content Analysis (2005)Three Approaches to Qualitati…The SAGE handbook of qualitative research (2005)The SAGE handbook of qualitat…From Transformers Come Themes: Evaluating BERTopic for Qualitative Analysis of Social Media Data (2025)From Transformers Come Themes…Qualitative Code Suggestion: A Human-Centric Approach to Qualitative Coding (2023)Qualitative Code Suggestion: …Language and Mediated Masculinities (2023)Language and Mediated Masculi…CodeML: A Machine Learning-Assisted User Interface for Code Identification and Labeling (2023)CodeML: A Machine Learning-As…Bridging Qualitative Data Silos: The Potential of Reusing Codings Through Machine Learning Based Cross-Study Code Linking (2023)Bridging Qualitative Data Sil…Jumpstarting the Justice Disciplines: A Computational-Qualitative Approach to Collecting and Analyzing Text and Image Data in Criminology and Criminal Justice Studies (2022)Jumpstarting the Justice Disc…An analysis of Disaster Risk Suggestions using Latent Dirichlet Allocation and Hierarchical Dirichlet Process (Nonparametric LDA) (2021)An analysis of Disaster Risk …Detecting information requirements for crisis communication from social media data: An interactive topic modeling approach (2020)Detecting information require…On the Equivalence of Inductive Content Analysis and Topic Modeling (2019)On the Equivalence of Inducti…Qualitative research and evaluation methods (1980)Naturalistic inquiry (1985)Qualitative Data Analysis: An Expanded Sourcebook (1994)The qualitative content analysis process (2008)Scoping studies: advancing the methodology (2010)Using the framework method for the analysis of qualitative data in multi-disciplinary health research (2013)Crisis and Emergency Risk Communication as an Integrative Model (2005)Twitter use by the U.S. Congress (2010)The impact of polices on government social media usage: Issues, challenges, and recommendations (2011)Themes and patterns in print media coverage of wildfires in the USA, Canada and Australia: 1986–2016 (2022)Understanding the antecedents of mobile social media acceptance during the public health crisis maintenance stage (2022)A multi-modal social media data analysis framework: Exploring the complex relationships among urban environment, public activity, and public perception—A case study of Xi’an, China (2025)Basics of qualitative research (1990)Constructing Grounded Theory. A Practical Guide Through Qualitative Analysis (2006)Qualitative Quality: Eight “Big-Tent” Criteria for Excellent Qualitative Research (2010)Qualitative Analysis for Social Scientists (1987)#Walangpasok on Twitter: Natural language processing as a method for analyzing tweets on class suspensions in the Philippines (2020)Topic Modeling Based Clustering of Disaster Tweets Using BERTopic (2024)Gender Trouble: Feminism and the Subversion of Identity (1991)Situated Learning: Legitimate Peripheral Participation. (1994)An Integrative Theory of Intergroup Conflict (2000)Language and Characterisation in Television Series (2023)Qualitative Data Analysis: A Methods Sourcebook (1988)Saturation in qualitative research: exploring its conceptualization and operationalization (2017)Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics (2023)A New Method Supporting Qualitative Data Analysis Through Prompt Generation for Inductive Coding (2024)Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding (2013)Advances in Social Media Research: Past, Present and Future (2017)Exposure to opposing views on social media can increase political polarization (2018)Qualitative Research Designs (2007)Sampling Knowledge: The Hermeneutics of Snowball Sampling in Qualitative Research (2008)The Space Between: On Being an Insider-Outsider in Qualitative Research (2009)Automated Code Discovery via Graph Neural Networks and Generative AI (2023)Does Active Learning Reduce Human Coding?: A Systematic Comparison of Neural Network with nCoder (2023)A review and critique of content analysis as a methodology for inquiring into IC disclosure (2014)Climate change on Twitter: Content, media ecology and information sharing behaviour (2015)The Impacts of Service Failure and Recovery Efforts on Airline Customers’ Emotions and Satisfaction (2018)
this work references cited by second hop

References

  • 2005Three Approaches to Qualitative Content Analysis44,511 cited
  • 2005The SAGE handbook of qualitative research10,183 cited
  • 2008The Content Analysis Reader611 cited

Cited by

  • 2020Detecting information requirements for crisis communication from social media data: An interactive topic modeling approach42 cited
  • 2023Language and Mediated Masculinities35 cited
  • 2019On the Equivalence of Inductive Content Analysis and Topic Modeling13 cited
  • 2023Qualitative Code Suggestion: A Human-Centric Approach to Qualitative Coding6 cited
  • 2022Jumpstarting the Justice Disciplines: A Computational-Qualitative Approach to Collecting and Analyzing Text and Image Data in Criminology and Criminal Justice Studies3 cited
  • 2021An analysis of Disaster Risk Suggestions using Latent Dirichlet Allocation and Hierarchical Dirichlet Process (Nonparametric LDA)3 cited
  • 2025From Transformers Come Themes: Evaluating BERTopic for Qualitative Analysis of Social Media Data2 cited
  • 2023Bridging Qualitative Data Silos: The Potential of Reusing Codings Through Machine Learning Based Cross-Study Code Linking2 cited
  • 2023CodeML: A Machine Learning-Assisted User Interface for Code Identification and Labeling1 cited

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