• DocumentCode
    1795803
  • Title

    Ranking scientists from the field of quantum game theory using p-index

  • Author

    Senanayake, Upul ; Piraveenan, Mahendra ; Zomaya, Albert

  • Author_Institution
    Centre for Complex Syst. Res., Univ. of Sydney, Sydney, NSW, Australia
  • fYear
    2014
  • fDate
    9-12 Dec. 2014
  • Firstpage
    9
  • Lastpage
    16
  • Abstract
    The h-index is a very well known metric used to measure scientific throughput, but it also has well known limitations. In this paper we use a metric based on pagerank algorithm, which we call the p-index, to compare the performance of scientists. We use a real-world dataset to which we apply our analysis: a dataset of scientists from the field of quantum game theory. This dataset is cured by us for this study from Google Scholar. We show that whereas the popularly used h-index rewards authors who collaborate extensively and publish in higher volumes, the p-index rewards hardworking authors who contribute more to each paper they write, as well as authors who publish in high impact and well cited journals. As such, it could be argued that the p-index is a `fairer´ metric of the productivity and impact of scientists. Of particular note is that the p-index does not use the so called `impact factors´ of journals, the utility of which is debated ins scientific community. Rather, the p-index relies on the actual underlying citation network to measure the real impact of each paper. Furthermore, the p-index relies not only on the number of citations but also on the quality of citations of each paper. Using p-index, we highlight and compare the impact of real world scientists on the field of quantum game theory.
  • Keywords
    citation analysis; game theory; Google Scholar; citation network; citation number; citation quality; h-index; impact factors; p-index; pagerank algorithm; quantum game theory; scientific throughput measurement; scientist performance ranking; Communities; Game theory; Google; Indexes; Measurement; Quantum mechanics; citation networks; h-index; network dynamics; p-index; pagerank;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Foundations of Computational Intelligence (FOCI), 2014 IEEE Symposium on
  • Conference_Location
    Orlando, FL
  • Type

    conf

  • DOI
    10.1109/FOCI.2014.7007801
  • Filename
    7007801