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Topic analysis and development in knowledge graph research: A bibliometric review on three decades
9 references·5 citing·46 second hop
Topic analysis and development in knowledge graph research: A bibliometric review on three decades (2021)Topic analysis and development in knowled…Fifty years of British Journal of Educational Technology : A topic modeling based bibliometric perspective (2020)Fifty years of British Journa…Detecting latent topics and trends in educational technologies over four decades using structural topic modeling: A retrospective of all volumes of Computers & Education (2020)Detecting latent topics and t…stm : An R Package for Structural Topic Models (2019)stm : An R Package for Struct…Research topics, author profiles, and collaboration networks in the top-ranked journal on educational technology over the past 40 years: a bibliometric analysis (2019)Research topics, author profi…A bibliometric analysis of natural language processing in medical research (2018)A bibliometric analysis of na…A bibliometric analysis of event detection in social media (2018)A bibliometric analysis of ev…A systematic study of knowledge graph analysis for cross-language plagiarism detection (2016)A systematic study of knowled…Structural Topic Models for Open‐Ended Survey Responses (2014)Structural Topic Models for O…stm: R Package for Structural Topic Models (2014)stm: R Package for Structural…Knowledge graph-driven methodology for complex product architecture solution generation and simulation verification (2025)Knowledge graph-driven method…Bibliometric Analysis on the Research of Geoscience Knowledge Graph (GeoKG) from 2012 to 2023 (2024)Bibliometric Analysis on the …A case-based knowledge graph with reinforcement learning for intelligent design approach of complex product (2024)A case-based knowledge graph …Bibliometric analysis on the adoption of artificial intelligence applications in the e-health sector (2023)Bibliometric analysis on the …Machine and expert judgments of student perceptions of teaching behavior in secondary education: Added value of topic modeling with big data (2022)Machine and 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Social Media: Bibliometric Study (2021)Exploring customer concerns on service quality under the COVID-19 crisis: A social media analytics study from the retail industry (2022)National Council of Teachers of Mathematics (1979)Measuring Scholarly Impact (2014)Topics and trends in artificial intelligence assisted human brain research (2020)Twenty-five years of education and information technologies: Insights from a topic modeling based bibliometric analysis (2022)Trends on Using the Technology Acceptance Model (TAM) for Online Learning: A Bibliometric and Content Analysis (2023)Using structural topic modeling to identify latent topics and trends in aviation incident reports (2018)Exploring two decades of research on classroom dialogue by using bibliometric analysis (2019)Frontiers in data analytics for adaptation research: Topic modeling (2019)A systematic review of research on flipped language classrooms: theoretical foundations, learning activities, tools, research topics and findings 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An empirical investigation of the critical factors influencing learner satisfaction (2007)Children as creators, thinkers and citizens in an AI-driven future (2021)A review of AWE feedback: types, learning outcomes, and implications (2022)On the relationship between EFL students' attitudes toward artificial intelligence, teachers' immediacy and teacher-student rapport, and their willingness to communicate (2024)Handbook of educational psychology (1997)The qualitative content analysis process (2008)CRITICAL QUESTIONS FOR BIG DATA (2012)Evolution of artificial intelligence research in Technological Forecasting and Social Change: Research topics, trends, and future directions (2023)
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References

  • 2014Structural Topic Models for Open‐Ended Survey Responses1,967 cited
  • 2019stm : An R Package for Structural Topic Models1,713 cited
  • 2020Detecting latent topics and trends in educational technologies over four decades using structural topic modeling: A retrospective of all volumes of Computers & Education406 cited
  • 2014stm: R Package for Structural Topic Models369 cited
  • 2020Fifty years of British Journal of Educational Technology : A topic modeling based bibliometric perspective168 cited
  • 2018A bibliometric analysis of natural language processing in medical research139 cited
  • 2019Research topics, author profiles, and collaboration networks in the top-ranked journal on educational technology over the past 40 years: a bibliometric analysis103 cited
  • 2016A systematic study of knowledge graph analysis for cross-language plagiarism detection100 cited
  • 2018A bibliometric analysis of event detection in social media83 cited

Cited by

  • 2022Machine and expert judgments of student perceptions of teaching behavior in secondary education: Added value of topic modeling with big data61 cited
  • 2023Bibliometric analysis on the adoption of artificial intelligence applications in the e-health sector39 cited
  • 2024Bibliometric Analysis on the Research of Geoscience Knowledge Graph (GeoKG) from 2012 to 202316 cited
  • 2024A case-based knowledge graph with reinforcement learning for intelligent design approach of complex product

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15 cited
  • 2025Knowledge graph-driven methodology for complex product architecture solution generation and simulation verification14 cited