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Research trends in text mining: Semantic network and main path analysis of selected journals
6 references·16 citing·53 second hop
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this work references cited by second hop

References

  • 2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
  • 2013Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding1,149 cited
  • 2013Social media competitive analysis and text mining: A case study in the pizza industry899 cited
  • 2003A text-mining-based patent network: Analytical tool for high-technology trend568 cited
  • 2014Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation330 cited
  • 2009The needs and benefits of Text Mining applications on Post-Project Reviews67 cited

Cited by

  • 2023Environmental sustainability disclosure in Asian countries: Bibliometric and content analysis79 cited
  • 2024A sustainable development benchmarking framework for energy companies based on topic mining and knowledge graph: The case of oil and gas industry54 cited
  • 2020Learning from the past to shape the future: A comprehensive text mining analysis of OR/MS reviews49 cited
  • 2025Circular economy in the mining industry: A bibliometric and systematic literature review37 cited
  • 2023The societal strength of transition: a critical review of the circular economy through the lens of inclusion36 cited
  • 2022Combining machine learning and main path analysis to identify research front: from the perspective of science-technology linkage35 cited

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2022
Online customer reviews: insights from the coffee shops industry and the moderating effect of business types
31 cited
  • 2021Importance of data preparation when analysing written responses to open-ended questions: An empirical assessment and comparison with manual coding26 cited
  • 2025Advanced AI and big data techniques in E-finance: a comprehensive survey22 cited
  • 2022Analisis Jalur Pengaruh Pengambilan Keputusan Bertransaksi Melalui BSI Mobile21 cited
  • 2022Biterm topic modelling of responses to open-ended questions: A study with US consumers about vertical farming20 cited
  • 2022The Academic Development Trajectories of the Lean Production Based on Main Path Analysis Method18 cited
  • 2025A systematic review of artificial intelligence applications and methodological advances in patent analysis16 cited
  • 2023The Technological Trajectory of LEO Satellites: Perspectives From Main Path Analysis16 cited
  • 2023Exploring the knowledge diffusion and research front of OWA operator: a main path analysis16 cited
  • 2024Understanding critical service factors in neobanks: crafting strategies through text mining13 cited