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Thematic exploration of educational research after the COVID pandemic through topic modelling
6 references·1 citing·39 second hop
Thematic exploration of educational research after the COVID pandemic through topic modelling (2024)Thematic exploration of educational resea…Identifying interdisciplinary topics and their evolution based on BERTopic (2023)Identifying interdisciplinary…Exploring the themes of the territory: a topic modelling approach to 40 years of publications in International Journal of Lifelong Education (1982–2021) (2022)Exploring the themes of the t…A comparison study of topic modeling based literature analysis by using full texts and abstracts of scientific articles: a case of COVID-19 research (2022)A comparison study of topic m…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…Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis (2017)Research trends on Big Data i…Education Technology: An Evidence-Based Review (2017)Education Technology: An Evid…Mapping Data-Driven Research Impact Science: The Role of Machine Learning and Artificial Intelligence (2025)Mapping Data-Driven Research …Business Intelligence and Analytics: From Big Data to Big Impact (2012)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Big Data consumer analytics and the transformation of marketing (2015)Understanding the use of Virtual Reality in Marketing: A text mining-based review (2018)Text Mining in Big Data Analytics (2020)Big data and firm marketing performance: Findings from knowledge-based view (2021)Improving adolescents' standardized test performance: An intervention to reduce the effects of stereotype threat (2003)Instructional video in e-learning: Assessing the impact of interactive video on learning effectiveness (2005)Remedying Education: Evidence from Two Randomized Experiments in India (2007)The rise of technology and impact on skills (2019)Building back better to avert a learning catastrophe: Estimating learning loss from COVID-19 school shutdowns in Africa and facilitating short-term and long-term learning recovery (2021)COVID-19 and Education Disruption in Ontario: Emerging Evidence on Impacts (2021)Blended learning: Uncovering its transformative potential in higher education (2004)What drives a successful e-Learning? An empirical investigation of the critical factors influencing learner satisfaction (2007)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)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)Educating the Reflective Practitioner: Toward a New Design for Teaching and Learning in the Professions (1987)An Invitation of Reflexive Sociology (1993)The New Spirit of Capitalism (2005)Playing the Mainstream Game. A Language-Game Analysis of “Mainstream” as a Possible Boundary Object in Journalism Studies (2023)Natural language processing in educational research: The evolution of research topics (2024)Text mining and topic modelling in English teaching: Extracting key themes and concepts for effective curriculum development (2024)Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)Seeding the survey and analysis of research literature with text mining (2007)Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation (2014)Bibliometric analysis of Journal of Money Laundering Control : emerging trends and a way forward (2023)Cluster analysis and network visualization of journals, authors, keywords, and themes of monkeypox research (1989–2022): an updated bibliometric review (2023)X-ray fluorescence (XRF) on painted heritage objects: a review using topic modeling (2024)From translations to problematic networks: An introduction to co-word analysis (1983)Studying the history of ideas using topic models (2008)Diversity and network coherence as indicators of interdisciplinarity: case studies in bionanoscience (2009)Transformative AI in human resource management: enhancing workforce planning with topic modeling (2024)Innovations and barriers in sustainable and green finance for advancing sustainable development goals (2025)Navigating artificial general intelligence development: societal, technological, ethical, and brain-inspired pathways (2025)The theory of planned behavior (1991)Software survey: VOSviewer, a computer program for bibliometric mapping (2009)bibliometrix : An R-tool for comprehensive science mapping analysis (2017)
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References

  • 2020Detecting latent topics and trends in educational technologies over four decades using structural topic modeling: A retrospective of all volumes of Computers & Education406 cited
  • 2017Education Technology: An Evidence-Based Review388 cited
  • 2017Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis322 cited
  • 2023Identifying interdisciplinary topics and their evolution based on BERTopic161 cited
  • 2022A comparison study of topic modeling based literature analysis by using full texts and abstracts of scientific articles: a case of COVID-19 research39 cited
  • 2022Exploring the themes of the territory: a topic modelling approach to 40 years of publications in International Journal of Lifelong Education (1982–2021)35 cited

Cited by

  • 2025Mapping Data-Driven Research Impact Science: The Role of Machine Learning and Artificial Intelligence19 cited

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