VSE knjižnice (vzajemna bibliografsko-kataložna baza podatkov COBIB.SI)
  • A forward-looking approach to compare ranking methods for sports [Elektronski vir]
    Ochieng, Peter Juma ; London, András ; Krész, Miklós Ferenz
    In this paper, we provide a simple forward-looking approach to compare rating methods with respect to their stability over time. Given a rating vector of entities involved in the comparison and a ... ranking indicated by the rating, the stability of the methods is measured by the change in rating vector and ranks of the entities over time from a forward-looking perspective. We investigate various linear algebraic rating methods and use the Euclidean distance and Kendall tau rank correlation to measure their stability in rating and ranking, respectively. The investigations are based on both rolling and expanding window approaches. We apply the methodology to sports as a widely known ranking and rating environment. The results suggest that PageRank and Massey rating methods provide better rating and ranking stability than simple methods, such as winning percentage, and more advanced ones, such as Colley’s least square and Keener’s eigenvector-based method. Finally, a simple way to examine the potential predictive power of the rating methods is also provided.
    Vir: Information [Elektronski vir]. - ISSN 2078-2489 (Vol. 13, iss. 5, art. 232, 2022, str. 1-17)
    Vrsta gradiva - e-članek ; neleposlovje za odrasle
    Leto - 2022
    Jezik - angleški
    COBISS.SI-ID - 112667139

    Povezava(-e):

    https://www.mdpi.com/2078-2489/13/5/232
    https://doi.org/10.3390/info13050232
    DOI

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