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Similarity measures for document mapping: A comparative study on the level of an individual scientist

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Listed:
  • Christian Sternitzke

    (Technische Universität Ilmenau
    Universität Bremen)

  • Isumo Bergmann

    (Universität Bremen)

Abstract

This paper investigates the utility of the Inclusion Index, the Jaccard Index and the Cosine Index for calculating similarities of documents, as used for mapping science and technology. It is shown that, provided that the same content is searched across various documents, the Inclusion Index generally delivers more exact results, in particular when computing the degree of similarity based on citation data. In addition, various methodologies such as co-word analysis, Subject-Action-Object (SAO) structures, bibliographic coupling, co-citation analysis, and self-citation links are compared. We find that the two former ones tend to describe rather semantic similarities that differ from knowledge flows as expressed by the citation-based methodologies.

Suggested Citation

  • Christian Sternitzke & Isumo Bergmann, 2009. "Similarity measures for document mapping: A comparative study on the level of an individual scientist," Scientometrics, Springer;Akadémiai Kiadó, vol. 78(1), pages 113-130, January.
    • Handle: RePEc:spr:scient:v:78:y:2009:i:1:d:10.1007_s11192-007-1961-z
    DOI: 10.1007/s11192-007-1961-z
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    References listed on IDEAS

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    1. Bo Jarneving, 2005. "A comparison of two bibliometric methods for mapping of the research front," Scientometrics, Springer;Akadémiai Kiadó, vol. 65(2), pages 245-263, November.
    2. Per Ahlgren & Bo Jarneving & Ronald Rousseau, 2003. "Requirements for a cocitation similarity measure, with special reference to Pearson's correlation coefficient," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 54(6), pages 550-560, April.
    3. M. M. Kessler, 1963. "Bibliographic coupling between scientific papers," American Documentation, Wiley Blackwell, vol. 14(1), pages 10-25, January.
    4. Ronnie Ramlogan & Andrea Mina & Gindo Tampubolon & J. Stanley Metcalfe, 2007. "Networks of knowledge: The distributed nature of medical innovation," Scientometrics, Springer;Akadémiai Kiadó, vol. 70(2), pages 459-489, February.
    5. Blanchard, Antoine, 2007. "Understanding and customizing stopword lists for enhanced patent mapping," World Patent Information, Elsevier, vol. 29(4), pages 308-316, December.
    6. Henry Small, 1973. "Co‐citation in the scientific literature: A new measure of the relationship between two documents," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 24(4), pages 265-269, July.
    7. Sternitzke, Christian & Bartkowski, Adam & Schramm, Reinhard, 2007. "Regional PATLIB centres as integrated one-stop service providers for intellectual property services," World Patent Information, Elsevier, vol. 29(3), pages 241-245, September.
    8. Stephen P. Harter & Thomas E. Nisonger & Aiwei Weng, 1993. "Semantic relationships between cited and citing articles in library and information science journals," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 44(9), pages 543-552, October.
    9. H. P. F. Peters & R. R. Braam & A. F. J. van Raan, 1995. "Cognitive resemblance and citation relations in chemical engineering publications," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 46(1), pages 9-21, January.
    10. Jian Qin, 2000. "Semantic similarities between a keyword database and a controlled vocabulary database: An investigation in the antibiotic resistance literature," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 51(2), pages 166-180.
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