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Analysis of Articles Related to Quantum Mechanics by Using Topic Modeling: Focus on Comparing LDA, CTM, STM Models
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Analysis of Articles Related to Quantum Mechanics by Using Topic Modeling: Focus on Comparing LDA, CTM, STM Models (2020)Analysis of Articles Related to Quantum M…Fair and Balanced? Quantifying Media Bias through Crowdsourced Content Analysis (2016)Fair and Balanced? Quantifyin…Capturing and Analyzing Liquid Content (2016)Capturing and Analyzing Liqui…Analysis of Issues on the College and University Structural Reform Evaluation Using Text Big Data Analytics (2016)Analysis of Issues on the Col…A Model of Text for Experimentation in the Social Sciences (2016)A Model of Text for Experimen…Content Analysis and the Algorithmic Coder (2015)Content Analysis and the Algo…Computer-Aided Text Analysis of Corporate Disclosures - Demonstration and Evaluation of Two Approaches (2015)Computer-Aided Text Analysis …Analysis of English abstracts in Journal of the Korean Data & Information Science Society using topic models and social network analysis (2015)Analysis of English abstracts…A decade of research in statistics: a topic model approach (2015)A decade of research in stati…Structural Topic Models for Open‐Ended Survey Responses (2014)Structural Topic Models for O…B ig D ata and analytics in higher education: Opportunities and challenges (2014)B ig D ata and analytics in h…Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding (2013)Exploiting affinities between…Popularization Discourse (2003)Popularization DiscourseExtracting Policy Positions from Political Texts Using Words as Data (2003)Extracting Policy Positions f…The Agenda-Setting Function of Mass Media (1972)Media Discourse and Public Opinion on Nuclear Power: A Constructionist Approach (1989)Is Anyone Responsible? (1991)Exposure to ideologically diverse news and opinion on Facebook (2015)Frenemies (2018)Fake news on Twitter during the 2016 U.S. presidential election (2019)Big data: The next frontier for innovation, competition, and productivity (2011)CRITICAL QUESTIONS FOR BIG DATA (2012)An Easy Guide to Factor Analysis (2014)Big Data and data science: A critical review of issues for educational research (2017)Challenges and Future Directions of Big Data and Artificial Intelligence in Education (2020)The AI generation gap: Are Gen Z students more interested in adopting generative AI such as ChatGPT in teaching and learning than their Gen X and millennial generation teachers? (2023)Multiparty government: The politics of coalition in Europe (1991)The transformation of European social democracy (1995)Mapping Policy Preferences: Estimates for Parties, Electors, and Governments 1945-1998 (2001)West European Politics in the Age of Globalization (2008)An index to quantify an individual's scientific research output (2005)Power laws, Pareto distributions and Zipf's law (2005)topicmodels : An R Package for Fitting Topic Models (2011)Selecting publication keywords for domain analysis in bibliometrics: A comparison of three methods (2016)Essay content and style are strongly related to household income and SAT scores: Evidence from 60,000 undergraduate applications (2021)Topic-based classification and identification of global trends for startup companies (2022)Content Analysis: An Introduction to its Methodology. (1984)Issues and Best Practices in Content Analysis (2015)Big Social Data Analytics in Journalism and Mass Communication (2016)Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models? (2018)Content Analysis: An Introduction to Its Methodology (2019)Content Analysis in Mass Communication: Assessment and Reporting of Intercoder Reliability (2002)Computational Social Science (2009)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)The Diversity–Innovation Paradox in Science (2020)The Dialogic Imagination: Four Essays (1982)The double‐edged sword of recombination in breakthrough innovation (2014)Computational Grounded Theory: A Methodological Framework (2017)Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)Measuring economic policy uncertainty in China (2019)stm : An R Package for Structural Topic Models (2019)Formes discursives de la diffusion des savoirs dans les médias (1997)Terminology (1999)Popularization Discourse and Knowledge about the Genome (2004)Communicating environmental science beyond academia: Stylistic patterns of newsworthiness in popular science journalism (2017)Stance and engagement in 3MT presentations: How students communicate disciplinary knowledge to a wide audience (2021)Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature (2001)Using content analysis as a research method to inquire into intellectual capital reporting (2004)Voluntary Disclosure, Earnings Quality, and Cost of Capital (2008)A comparison of content analysis usage and text mining in CSR corporate disclosure (2017)Inside the Black Box of Dictionary Building for Text Analytics: A Design Science Approach (2019)Comprehensive review of text-mining applications in finance (2020)
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References

  • 2014Structural Topic Models for Open‐Ended Survey Responses1,967 cited
  • 2003Extracting Policy Positions from Political Texts Using Words as Data1,377 cited
  • 2013Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding1,151 cited
  • 2016A Model of Text for Experimentation in the Social Sciences736 cited
  • 2014B ig D ata and analytics in higher education: Opportunities and challenges650 cited
  • 2016Fair and Balanced? Quantifying Media Bias through Crowdsourced Content Analysis336 cited
  • 2015Content Analysis and the Algorithmic Coder100 cited
  • 2015A decade of research in statistics: a topic model approach77 cited
  • 2003Popularization Discourse68 cited
  • 2015Computer-Aided Text Analysis of Corporate Disclosures - Demonstration and Evaluation of Two Approaches15 cited
  • 2016Capturing and Analyzing Liquid Content15 cited
  • 2015Analysis of English abstracts in Journal of the Korean Data & Information Science Society using topic models and social network analysis9 cited
  • 2016Analysis of Issues on the College and University Structural Reform Evaluation Using Text Big Data Analytics6 cited

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