• DocumentCode
    2153931
  • Title

    Fuzzy extended group consensus of judgmental adjustments on statistical forecasts

  • Author

    Duru, Okan ; Bulut, Emrah ; Yoshida, Shigeru

  • Author_Institution
    Dept. of Maritime Transp. & Manage. Eng., Istanbul Tech. Univ., Istanbul, Turkey
  • Volume
    2
  • fYear
    2010
  • fDate
    26-28 Feb. 2010
  • Firstpage
    107
  • Lastpage
    111
  • Abstract
    This paper investigates forecasting accuracy of fuzzy extended group decisions for adjustment of statistical benchmark results. Delphi is a widely-used method for implementing accurate group consensus decisions. However, the concept of consensus is subject to expert characteristics, and sometimes it is ensured by a facilitator judgment. Fuzzy set approach is adapted for Delphi, named fuzzy-Delphi (FD) by several studies, and the present paper extends the recent literature by an implementation of the FD for adjustments of statistical results. The empirical results indicate the improvement of statistical predictions after the FD based judgmental adjustment.
  • Keywords
    forecasting theory; freight handling; fuzzy set theory; goods distribution; marine vehicles; statistical analysis; dry bulk shipping; facilitator judgment; forecasting accuracy; fuzzy extended group consensus; fuzzy extended group decision; fuzzy set; fuzzy-Delphi; judgmental adjustment; maritime transportation; shipping service; statistical forecast; statistical prediction; Application software; Buildings; Engineering management; Feedback; Fuzzy set theory; Fuzzy sets; Logistics; Stability; Transportation; Uncertainty; dry bulk shipping; forecasting; fuzzy delphi; judgmental adjustment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-5585-0
  • Electronic_ISBN
    978-1-4244-5586-7
  • Type

    conf

  • DOI
    10.1109/ICCAE.2010.5451405
  • Filename
    5451405