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Application of Latent Semantic Analysis in Accounting Research
16 references·0 citing·47 second hop
Application of Latent Semantic Analysis in Accounting Research (2023)Application of Latent Semantic Analysis i…Textual Analysis in Accounting: What's Next?* (2022)Textual Analysis in Accountin…A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)A Topic Modeling Comparison B…An Introduction to Text Mining: Research Design, Data Collection, and Analysis (2018)An Introduction to Text Minin…The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation (2017)The evolution of 10-K textual…Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach (2017)Analyst Information Discovery…Textual Analysis in Accounting and Finance: A Survey (2016)Textual Analysis in Accountin…Do fraudulent firms produce abnormal disclosure? (2016)Do fraudulent firms produce a…The Use of Latent Semantic Analysis in Operations Management Research (2014)The Use of Latent Semantic An…Forward-Looking MD&A Disclosures and the Information Environment (2014)Forward-Looking MD&A Disclosu…topicmodels : An R Package for Fitting Topic Models (2011)topicmodels : An R Package fo…Quantitative approaches to content analysis: identifying conceptual drift across publication outlets (2011)Quantitative approaches to co…Beyond the Numbers: Measuring the Information Content of Earnings Press Release Language* (2011)Beyond the Numbers: Measuring…Uncovering the Intellectual Core of the Information Systems Discipline1 (2008)Uncovering the Intellectual C…Annual report readability, current earnings, and earnings persistence (2008)Annual report readability, cu…9. A Mathematical Approach to Categorization and Labeling of Qualitative Data: The Latent Categorization Method (2004)9. 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References

  • 2008Annual report readability, current earnings, and earnings persistence2,850 cited
  • 2016Textual Analysis in Accounting and Finance: A Survey2,279 cited
  • 2011topicmodels : An R Package for Fitting Topic Models1,071 cited
  • 2022A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts983 cited
  • 2017The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation840 cited
  • 2011Beyond the Numbers: Measuring the Information Content of Earnings Press Release Language*699 cited
  • 2017Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach591 cited
  • 2014Forward-Looking MD&A Disclosures and the Information Environment384 cited
  • 2008Uncovering the Intellectual Core of the Information Systems Discipline1368 cited
  • 2022Textual Analysis in Accounting: What's Next?*246 cited
  • 2016Do fraudulent firms produce abnormal disclosure?227 cited
  • 2011Quantitative approaches to content analysis: identifying conceptual drift across publication outlets144 cited
  • 2014The Use of Latent Semantic Analysis in Operations Management Research107 cited
  • 2018An Introduction to Text Mining: Research Design, Data Collection, and Analysis107 cited

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2001
Comparing numerical data and text information from annual reports using self-organizing maps
73 cited
  • 20049. A Mathematical Approach to Categorization and Labeling of Qualitative Data: The Latent Categorization Method41 cited
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