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Clustering Scientific Publications Based on Citation Relations: A Systematic Comparison of Different Methods
9 references·16 citing·40 second hop
Clustering Scientific Publications Based on Citation Relations: A Systematic Comparison of Different Methods (2016)Clustering Scientific Publications Based …Measuring Scholarly Impact (2014)Measuring Scholarly ImpactCitNetExplorer: A new software tool for analyzing and visualizing citation networks (2014)CitNetExplorer: A new softwar…A new methodology for constructing a publication‐level classification system of science (2012)A new methodology for constru…Clustering More than Two Million Biomedical Publications: Comparing the Accuracies of Nine Text-Based Similarity Approaches (2011)Clustering More than Two Mill…Co‐citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately? (2010)Co‐citation analysis, bibliog…A unified approach to mapping and clustering of bibliometric networks (2010)A unified approach to mapping…Bibliographic coupling and its application to research-front and other core documents (2007)Bibliographic coupling and it…Update on science mapping: Creating large document spaces (1997)Update on science mapping: Cr…The Structure of Scientific Literatures I: Identifying and Graphing Specialties (1974)The Structure of Scientific L…Scientometrics of Poverty Research for Sustainability Development: Trend Analysis of the 1964–2022 Data through Scopus (2022)Scientometrics of Poverty Res…Article-level classification of scientific publications: A comparison of deep learning, direct citation and bibliographic coupling (2021)Article-level classification …Scoping Review and Bibliometric Analysis of the Term “Planetary Health” in the Peer-Reviewed Literature (2020)Scoping Review and Bibliometr…Mapping Two Decades of Autonomous Vehicle Research: A Systematic Scientometric Analysis (2020)Mapping Two Decades of Autono…Enhancing direct citations: A comparison of relatedness measures for community detection in a large set of PubMed publications (2020)Enhancing direct citations: A…A principled methodology for comparing relatedness measures for clustering publications (2020)A principled methodology for …Scientific community detection via bipartite scholar/journal graph co-clustering (2019)Scientific community detectio…Practical method to reclassify Web of Science articles into unique subject categories and broad disciplines (2019)Practical method to reclassif…Improvement of the method for scientific publications clustering based on n-gram analysis and fuzzy method for selecting research partners (2019)Improvement of the method for…Granularity of algorithmically constructed publication-level classifications of research publications: Identification of specialties (2019)Granularity of algorithmicall…Creation and Analysis of Large-Scale Bibliometric Networks (2019)Creation and Analysis of Larg…Men Set Their Own Cites High: Gender and Self-citation across Fields and over Time (2018)Men Set Their Own Cites High:…Granularity of algorithmically constructed publication-level classifications of research publications: Identification of topics (2018)Granularity of algorithmicall…Same data—different results? Towards a comparative approach to the identification of thematic structures in science (2017)Same data—different results? …Investigating the effect of global data on topic detection (2017)Investigating the effect of g…Granularity of algorithmically constructed publication-level classifications of research publications: Identification of topics (2017)Granularity of algorithmicall…Bibliographic coupling between scientific papers (1963)Mapping of science by combined co-citation and word analysis. I. 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this work references cited by second hop

References

  • 2010A unified approach to mapping and clustering of bibliometric networks2,237 cited
  • 2010Co‐citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately?1,436 cited
  • 1974The Structure of Scientific Literatures I: Identifying and Graphing Specialties731 cited
  • 2014CitNetExplorer: A new software tool for analyzing and visualizing citation networks699 cited
  • 2014Measuring Scholarly Impact680 cited
  • 2012A new methodology for constructing a publication‐level classification system of science663 cited
  • 2007Bibliographic coupling and its application to research-front and other core documents292 cited
  • 2011Clustering More than Two Million Biomedical Publications: Comparing the Accuracies of Nine Text-Based Similarity Approaches271 cited
  • 1997Update on science mapping: Creating large document spaces207 cited

Cited by

  • 2017Same data—different results? Towards a comparative approach to the identification of thematic structures in science99 cited
  • 2020Mapping Two Decades of Autonomous Vehicle Research: A Systematic Scientometric Analysis85 cited
  • 2019Practical method to reclassify Web of Science articles into unique subject categories and broad disciplines81 cited
  • 2020A principled methodology for comparing relatedness measures for clustering publications76 cited

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  • 2021Article-level classification of scientific publications: A comparison of deep learning, direct citation and bibliographic coupling48 cited
  • 2018Men Set Their Own Cites High: Gender and Self-citation across Fields and over Time45 cited
  • 2020Scoping Review and Bibliometric Analysis of the Term “Planetary Health” in the Peer-Reviewed Literature42 cited
  • 2017Granularity of algorithmically constructed publication-level classifications of research publications: Identification of topics35 cited
  • 2018Granularity of algorithmically constructed publication-level classifications of research publications: Identification of topics34 cited
  • 2017Investigating the effect of global data on topic detection32 cited
  • 2022Scientometrics of Poverty Research for Sustainability Development: Trend Analysis of the 1964–2022 Data through Scopus31 cited
  • 2019Improvement of the method for scientific publications clustering based on n-gram analysis and fuzzy method for selecting research partners30 cited
  • 2019Scientific community detection via bipartite scholar/journal graph co-clustering30 cited
  • 2019Granularity of algorithmically constructed publication-level classifications of research publications: Identification of specialties26 cited
  • 2019Creation and Analysis of Large-Scale Bibliometric Networks26 cited
  • 2020Enhancing direct citations: A comparison of relatedness measures for community detection in a large set of PubMed publications25 cited