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VOS: A New Method for Visualizing Similarities between Objects

Author

Listed:
  • van Eck, N.J.P.
  • Waltman, L.

Abstract

We present a new method for visualizing similarities between objects. The method is called VOS, which is an abbreviation for visualization of similarities. The aim of VOS is to provide a low-dimensional visualization in which objects are located in such a way that the distance between any pair of objects reflects their similarity as accurately as possible. Because the standard approach to visualizing similarities between objects is to apply multidimensional scaling, we pay special attention to the relationship between VOS and multidimensional scaling.

Suggested Citation

  • van Eck, N.J.P. & Waltman, L., 2006. "VOS: A New Method for Visualizing Similarities between Objects," ERIM Report Series Research in Management ERS-2006-020-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    • Handle: RePEc:ems:eureri:7654
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    Citations

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    Cited by:

    1. Juntao Zheng & Niancai Liu, 2015. "Mapping of important international academic awards," Scientometrics, Springer;Akadémiai Kiadó, vol. 104(3), pages 763-791, September.
    2. Nihit Goyal, 2017. "A “review” of policy sciences: bibliometric analysis of authors, references, and topics during 1970–2017," Policy Sciences, Springer;Society of Policy Sciences, vol. 50(4), pages 527-537, December.
    3. van Eck, N.J.P. & Waltman, L. & Noyons, E.C.M. & Buter, R.K., 2008. "Automatic Term Identification for Bibliometric Mapping," ERIM Report Series Research in Management ERS-2008-081-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    4. Nihit Goyal, 2021. "Limited Demand or Unreliable Supply? A Bibliometric Review and Computational Text Analysis of Research on Energy Policy in India," Sustainability, MDPI, vol. 13(23), pages 1-23, December.
    5. Poulomi Chakraborty & Somnath Ghosal, 2022. "Status of mountain-tourism and research in the Indian Himalayan Region: a systematic review," Asia-Pacific Journal of Regional Science, Springer, vol. 6(3), pages 863-897, October.

    More about this item

    Keywords

    Horseshoe Effect; Multidimensional Scaling; Sammon Mapping; VOS; Visualization of Similarities;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • M - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics
    • M11 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Production Management
    • R4 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics

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