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How to interpret algorithmically constructed topical structures of scientific fields? A case study of citation-based mappings of the research specialty of invasion biology
16 references·1 citing·47 second hop
How to interpret algorithmically constructed topical structures of scientific fields? A case study of citation-based mappings of the research specialty of invasion biology (2022)How to interpret algorithmically construc…The progress of interdisciplinarity in invasion science (2017)The progress of interdiscipli…Same data—different results? Towards a comparative approach to the identification of thematic structures in science (2017)Same data—different results? …Citation-based clustering of publications using CitNetExplorer and VOSviewer (2017)Citation-based clustering of …Which Type of Citation Analysis Generates the Most Accurate Taxonomy of Scientific and Technical Knowledge? (2016)Which Type of Citation Analys…Clustering Scientific Publications Based on Citation Relations: A Systematic Comparison of Different Methods (2016)Clustering Scientific Publica…A taxonomy of motives to cite (2014)A taxonomy of motives to citeA 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…Theories of citation? (1998)Theories of citation?Why has Latour's theory of citations been ignored by the bibliometric community? discussion of sociological interpretations of citation analysis (1997)Why has Latour's theory of ci…Citations: Indicators of significance? (1989)Citations: Indicators of sign…Citation analysis and the complex problem of intellectual influence (1987)Citation analysis and the com…Quantitative Measures of Communication in Science: A Critical Review (1979)Quantitative Measures of Comm…Referencing as Persuasion (1977)Referencing as PersuasionThe Development of Specialties in Science: the Case of X-ray Protein Crystallography (1973)The Development of Specialtie…Do thematic funding instruments lead researchers in new directions? Strategic funding priorities and topic switching among British grant recipients (2024)Do thematic funding instrumen…Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)The Strength of Weak Ties (1973)Published Papers, Tacit Competencies and Corporate Management of the Public/Private Character of Knowledge (1995)Mapping research specialties (2008)Multiple roles of motor imagery during action observation (2013)Mapping the backbone of science (2005)Text mining : applications and theory (2010)Design and Update of a Classification System: The UCSD Map of Science (2012)Creation of a highly detailed, dynamic, global model and map of science (2013)Topic analysis and forecasting for science, technology and innovation: Methodology with a case study focusing on big data research (2016)CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)Software survey: VOSviewer, a computer program for bibliometric mapping (2009)A unified approach to mapping and clustering of bibliometric networks (2010)Identifying emerging topics in science and technology (2014)Large-scale analysis of the accuracy of the journal classification systems of Web of Science and Scopus (2016)Emerging trends and new developments in information science: a document co-citation analysis (2009–2016) (2018)The Matthew Effect in Science (1968)The Matthew effect in science. The reward and communication systems of science are considered. (1968)Citation Indexing-Its Theory and Application in Science, Technology, and Humanities (1980)An economic analysis of the use of citations in the law (2000)Citation gaming induced by bibliometric evaluation: A country-level comparative analysis (2019)Scientific Knowledge and its Social Problems. (1973)From translations to problematic networks: An introduction to co-word analysis (1983)What do citation counts measure? A review of studies on citing behavior (2008)Citations, Citation Indicators, and Research Quality: An Overview of Basic Concepts and Theories (2019)A global map of science based on the ISI subject categories (2008)Is science becoming more interdisciplinary? Measuring and mapping six research fields over time (2009)Approaches to understanding and measuring interdisciplinary scientific research (IDR): A review of the literature (2010)Exploring the dynamics of research collaborations by mapping social networks in invasion science (2018)A citation-based map of concepts in invasion biology (2019)Evolution of interdisciplinarity in biodiversity science (2019)Visualizing Bibliometric Networks (2014)A Bibliometric Review of Research on Educational Administration: Science Mapping the Literature, 1960 to 2018 (2019)Circular economy business models: The state of research and avenues ahead (2020)Guidelines for Bibliometric‐Systematic Literature Reviews: 10 steps to combine analysis, synthesis and theory development (2024)The Structure of Scientific Revolutions (1963)The Structure of Scientific Revolutions (1963)The Structure of Scientific Revolutions. (1964)Social innovation research: An emerging area of innovation studies? 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References

  • 2017Citation-based clustering of publications using CitNetExplorer and VOSviewer2,677 cited
  • 2010Co‐citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately?1,436 cited
  • 1977Referencing as Persuasion690 cited
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  • 2016Which Type of Citation Analysis Generates the Most Accurate Taxonomy of Scientific and Technical Knowledge?334 cited
  • 1979Quantitative Measures of Communication in Science: A Critical Review283 cited
  • 2011Clustering More than Two Million Biomedical Publications: Comparing the Accuracies of Nine Text-Based Similarity Approaches271 cited
  • 2017The progress of interdisciplinarity in invasion science158 cited
  • 1987Citation analysis and the complex problem of intellectual influence149 cited
  • 2016Clustering Scientific Publications Based on Citation Relations: A Systematic Comparison of Different Methods140 cited
  • 2014A taxonomy of motives to cite109 cited
  • 1989Citations: Indicators of significance?99 cited
  • 2017Same data—different results? Towards a comparative approach to the identification of thematic structures in science99 cited

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  • 1997Why has Latour's theory of citations been ignored by the bibliometric community? discussion of sociological interpretations of citation analysis94 cited
  • 1973The Development of Specialties in Science: the Case of X-ray Protein Crystallography80 cited
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    • 2024Do thematic funding instruments lead researchers in new directions? Strategic funding priorities and topic switching among British grant recipients9 cited