On the use of biplot analysis for multivariate bibliometric and scientific indicators

@article{TorresSalinas2013OnTU,
  title={On the use of biplot analysis for multivariate bibliometric and scientific indicators},
  author={D. Torres-Salinas and N. Robinson-Garc{\'i}a and E. Jim{\'e}nez-Contreras and Francisco Herrera and E. D. L{\'o}pez-C{\'o}zar},
  journal={ArXiv},
  year={2013},
  volume={abs/1302.0608}
}
  • D. Torres-Salinas, N. Robinson-García, +2 authors E. D. López-Cózar
  • Published 2013
  • Computer Science
  • ArXiv
  • Bibliometric mapping and visualization techniques represent one of the main pillars in the field of scientometrics. Traditionally, the main methodologies employed for representing data are multidimensional scaling, principal component analysis, or correspondence analysis. In this paper we aim to present a visualization methodology known as biplot analysis for representing bibliometric and science and technology indicators. A biplot is a graphical representation of multivariate data, where the… CONTINUE READING
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    References

    SHOWING 1-10 OF 40 REFERENCES
    A comparison of two techniques for bibliometric mapping: Multidimensional scaling and VOS
    • 170
    • PDF
    The biplot graphic display of matrices with application to principal component analysis
    • 2,368
    • Highly Influential
    • PDF
    Pathfinder networks and author cocitation analysis: A remapping of paradigmatic information scientists
    • H. D. White
    • Computer Science
    • J. Assoc. Inf. Sci. Technol.
    • 2003
    • 259
    • PDF
    Applying bibliometric mapping in a high level science policy context
    • 19
    Multi-modal social networks for modeling scientific fields
    • 15