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Text Mining and Topic Modeling in Education: Revealing Insights from Educational Textual Data
14 references·0 citing·59 second hop
Text Mining and Topic Modeling in Education: Revealing Insights from Educational Textual Data (2024)Text Mining and Topic Modeling in Educati…Text Mining in Education—A Bibliometrics-Based Systematic Review (2022)Text Mining in Education—A Bi…Revealing Research Themes and Trends in 30 Top‐ranking Accounting Journals: A Text‐mining Approach (2021)Revealing Research Themes and…Big Data Text Mining Techniques in Journalism and Communication (2021)Big Data Text Mining Techniqu…Utilization of text mining as a big data analysis tool for food science and nutrition (2020)Utilization of text mining as…Trends in Educational Research about e-Learning: A Systematic Literature Review (2009–2018) (2020)Trends in Educational Researc…Text Preprocessing for Text Mining in Organizational Research: Review and Recommendations (2020)Text Preprocessing for Text M…Comprehensive review of text-mining applications in finance (2020)Comprehensive review of text-…Topic modeling in marketing: recent advances and research opportunities (2018)Topic modeling in marketing: …Knowledge discovery out of text data: a systematic review via text mining (2018)Knowledge discovery out of te…A Topic Modelling Analysis of Living Labs Research (2018)A Topic Modelling Analysis of…A bibliometric model for identifying emerging research topics (2017)A bibliometric model for iden…Empirical study of constructing a knowledge organization system of patent documents using topic modeling (2014)Empirical study of constructi…Topic models: A novel method for modeling couple and family text data. 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References

  • 2020Trends in Educational Research about e-Learning: A Systematic Literature Review (2009–2018)468 cited
  • 2020Text Preprocessing for Text Mining in Organizational Research: Review and Recommendations366 cited
  • 2020Utilization of text mining as a big data analysis tool for food science and nutrition229 cited
  • 2011Applications of text mining within systematic reviews212 cited
  • 2020Comprehensive review of text-mining applications in finance164 cited
  • 2017A bibliometric model for identifying emerging research topics137 cited
  • 2018Topic modeling in marketing: recent advances and research opportunities132 cited
  • 2018Knowledge discovery out of text data: a systematic review via text mining103 cited
  • 2018A Topic Modelling Analysis of Living Labs Research75 cited
  • 2022Text Mining in Education—A Bibliometrics-Based Systematic Review71 cited
  • 2012Topic models: A novel method for modeling couple and family text data.71 cited
  • 2014Empirical study of constructing a knowledge organization system of patent documents using topic modeling47 cited
  • 2021Revealing Research Themes and Trends in 30 Top‐ranking Accounting Journals: A Text‐mining Approach24 cited
  • 2021Big Data Text Mining Techniques in Journalism and Communication2 cited

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